analysis.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Searching for Be stars in binaries with compact objects\n",
    "## Seeking relationships between parameters\n",
    "### Caden Gobat, The George Washington University"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np, pandas as pd, matplotlib.pyplot as plt, astropy.units as u, seaborn as sns, sympy\n",
    "from scipy import stats\n",
    "from astroquery.vizier import Vizier\n",
    "from astropy.table import Table as ap_table\n",
    "from tools import hms_to_dec, dms_to_dec\n",
    "\n",
    "pd.set_option('display.max_columns', None)\n",
    "plt.rcParams['font.family'] = 'cmtt10'\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "plt.rcParams['font.size'] = 14\n",
    "v = Vizier()\n",
    "v.ROW_LIMIT = -1 # no row limit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "all = pd.read_csv(\"catalogs/VizieR_all.tsv\",header=181,delimiter=\";\").drop([0,1,2109],axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "all[\"RA\"] = [coord.split(\",\")[0].strip() for coord in all[\"_1\"]]\n",
    "all[\"DEC\"] = [coord.split(\",\")[1].strip() for coord in all[\"_1\"]]\n",
    "\n",
    "BeSS = pd.read_csv(\"./catalogs/BeSS_catalog.csv\")\n",
    "\n",
    "combined = pd.merge(BeSS,all,on=[\"RA\",\"DEC\"],how=\"outer\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>64</td>\n",
       "      <td>RX J0051.3-7250</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 51 18.70</td>\n",
       "      <td>-72 50 35.88</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td>012.8275821140195</td>\n",
       "      <td>-72.8430535458879</td>\n",
       "      <td>012.82758211402</td>\n",
       "      <td>-72.84305354589</td>\n",
       "      <td>4688960627670161280</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.00e+00</td>\n",
       "      <td>19.0473</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.94506417362</td>\n",
       "      <td>-44.28519319779</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td>012.8280111522800</td>\n",
       "      <td>-72.8431620860500</td>\n",
       "      <td>012.82801115228</td>\n",
       "      <td>-72.84316208605</td>\n",
       "      <td>4688960627670161152</td>\n",
       "      <td>3552.788911297359846</td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>64</td>\n",
       "      <td>RX J0051.3-7250</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 51 18.70</td>\n",
       "      <td>-72 50 35.88</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td>012.8280216690391</td>\n",
       "      <td>-72.8431533789692</td>\n",
       "      <td>012.82801115228</td>\n",
       "      <td>-72.84316208605</td>\n",
       "      <td>4688960627670161152</td>\n",
       "      <td>-0.8391</td>\n",
       "      <td>-0.721</td>\n",
       "      <td>-2.022</td>\n",
       "      <td>2.385</td>\n",
       "      <td>9.73e+01</td>\n",
       "      <td>17.6059</td>\n",
       "      <td>17.0979</td>\n",
       "      <td>16.9531</td>\n",
       "      <td></td>\n",
       "      <td>302.94488727617</td>\n",
       "      <td>-44.28508474467</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 51 18.70,-72 50 35.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     #          Be star   Category           RA           DEC   V Type_x  \\\n",
       "63  64  RX J0051.3-7250  Classical  00 51 18.70  -72 50 35.88 NaN     Be   \n",
       "64  64  RX J0051.3-7250  Classical  00 51 18.70  -72 50 35.88 NaN     Be   \n",
       "\n",
       "    vsini  Nb of spectra in BeSS                        _1           _RAJ2000  \\\n",
       "63    NaN                      0  00 51 18.70,-72 50 35.88  012.8275821140195   \n",
       "64    NaN                      0  00 51 18.70,-72 50 35.88  012.8280216690391   \n",
       "\n",
       "             _DEJ2000          RA_ICRS          DE_ICRS               Source  \\\n",
       "63  -72.8430535458879  012.82758211402  -72.84305354589  4688960627670161280   \n",
       "64  -72.8431533789692  012.82801115228  -72.84316208605  4688960627670161152   \n",
       "\n",
       "           Plx       pmRA       pmDE    epsi      sepsi     Gmag    BPmag  \\\n",
       "63                                     0.000   0.00e+00  19.0473            \n",
       "64     -0.8391     -0.721     -2.022   2.385   9.73e+01  17.6059  17.0979   \n",
       "\n",
       "      RPmag       RV             GLON             GLAT     Teff       AG  \\\n",
       "63                    302.94506417362  -44.28519319779                     \n",
       "64  16.9531           302.94488727617  -44.28508474467                     \n",
       "\n",
       "       Rad        Lum                      _1.1         _RAJ2000.1  \\\n",
       "63                     00 51 18.70,-72 50 35.88  012.8280111522800   \n",
       "64                     00 51 18.70,-72 50 35.88                      \n",
       "\n",
       "           _DEJ2000.1        RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "63  -72.8431620860500  012.82801115228  -72.84316208605  4688960627670161152   \n",
       "64                                                                             \n",
       "\n",
       "                     rest                      _1.2     _RAJ2000.2  \\\n",
       "63   3552.788911297359846  00 51 18.70,-72 50 35.88                  \n",
       "64                         00 51 18.70,-72 50 35.88                  \n",
       "\n",
       "       _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "63                                                                  \n",
       "64                                                                  \n",
       "\n",
       "                   Fluxb                 Fluxh                 Fluxm  \\\n",
       "63                                                                     \n",
       "64                                                                     \n",
       "\n",
       "                   Fluxs                 Fluxu      HRhm      HRhs      HRms  \\\n",
       "63                                                                             \n",
       "64                                                                             \n",
       "\n",
       "                        _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2     GLAT.2  \\\n",
       "63  00 51 18.70,-72 50 35.88                                                   \n",
       "64  00 51 18.70,-72 50 35.88                                                   \n",
       "\n",
       "     2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "63                                                              \n",
       "64                                                              \n",
       "\n",
       "                        _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "63  00 51 18.70,-72 50 35.88                                           \n",
       "64  00 51 18.70,-72 50 35.88                                           \n",
       "\n",
       "     DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "63                                                                        \n",
       "64                                                                        \n",
       "\n",
       "           Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "63                                                                         \n",
       "64                                                                         \n",
       "\n",
       "           Flux8         Flux9        HR3        HR4  \\\n",
       "63                                                     \n",
       "64                                                     \n",
       "\n",
       "                        _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "63  00 51 18.70,-72 50 35.88                                             \n",
       "64  00 51 18.70,-72 50 35.88                                             \n",
       "\n",
       "                     Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "63                                                                        \n",
       "64                                                                        \n",
       "\n",
       "      Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "63                                                           NaN  \n",
       "64                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>90</td>\n",
       "      <td>[MA93] 720</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 53 53.66</td>\n",
       "      <td>-72 22 01.40</td>\n",
       "      <td>15.75</td>\n",
       "      <td>B3IIIe</td>\n",
       "      <td>323.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td>013.4735104917690</td>\n",
       "      <td>-72.3671001526279</td>\n",
       "      <td>013.47351435864</td>\n",
       "      <td>-72.36710440772</td>\n",
       "      <td>4689009109289381632</td>\n",
       "      <td>-0.0348</td>\n",
       "      <td>0.272</td>\n",
       "      <td>-0.988</td>\n",
       "      <td>0.630</td>\n",
       "      <td>3.27e+01</td>\n",
       "      <td>15.6938</td>\n",
       "      <td>15.5132</td>\n",
       "      <td>15.4784</td>\n",
       "      <td></td>\n",
       "      <td>302.66997367152</td>\n",
       "      <td>-44.75989635800</td>\n",
       "      <td>9084.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td>013.4735143586400</td>\n",
       "      <td>-72.3671044077200</td>\n",
       "      <td>013.47351435864</td>\n",
       "      <td>-72.36710440772</td>\n",
       "      <td>4689009109289381632</td>\n",
       "      <td>4489.258850677790178</td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>90</td>\n",
       "      <td>[MA93] 720</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 53 53.66</td>\n",
       "      <td>-72 22 01.40</td>\n",
       "      <td>15.75</td>\n",
       "      <td>B3IIIe</td>\n",
       "      <td>323.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td>013.4728495302468</td>\n",
       "      <td>-72.3671933902254</td>\n",
       "      <td>013.47284953025</td>\n",
       "      <td>-72.36719339023</td>\n",
       "      <td>4689009109233866880</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>1.235</td>\n",
       "      <td>3.08e+00</td>\n",
       "      <td>18.4947</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.67025894687</td>\n",
       "      <td>-44.75981008713</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 53 53.66,-72 22 01.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     #     Be star   Category           RA           DEC      V  Type_x  \\\n",
       "90  90  [MA93] 720  Classical  00 53 53.66  -72 22 01.40  15.75  B3IIIe   \n",
       "91  90  [MA93] 720  Classical  00 53 53.66  -72 22 01.40  15.75  B3IIIe   \n",
       "\n",
       "    vsini  Nb of spectra in BeSS                        _1           _RAJ2000  \\\n",
       "90  323.0                      0  00 53 53.66,-72 22 01.40  013.4735104917690   \n",
       "91  323.0                      0  00 53 53.66,-72 22 01.40  013.4728495302468   \n",
       "\n",
       "             _DEJ2000          RA_ICRS          DE_ICRS               Source  \\\n",
       "90  -72.3671001526279  013.47351435864  -72.36710440772  4689009109289381632   \n",
       "91  -72.3671933902254  013.47284953025  -72.36719339023  4689009109233866880   \n",
       "\n",
       "           Plx       pmRA       pmDE    epsi      sepsi     Gmag    BPmag  \\\n",
       "90     -0.0348      0.272     -0.988   0.630   3.27e+01  15.6938  15.5132   \n",
       "91                                     1.235   3.08e+00  18.4947            \n",
       "\n",
       "      RPmag       RV             GLON             GLAT     Teff       AG  \\\n",
       "90  15.4784           302.66997367152  -44.75989635800  9084.00            \n",
       "91                    302.67025894687  -44.75981008713                     \n",
       "\n",
       "       Rad        Lum                      _1.1         _RAJ2000.1  \\\n",
       "90                     00 53 53.66,-72 22 01.40  013.4735143586400   \n",
       "91                     00 53 53.66,-72 22 01.40                      \n",
       "\n",
       "           _DEJ2000.1        RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "90  -72.3671044077200  013.47351435864  -72.36710440772  4689009109289381632   \n",
       "91                                                                             \n",
       "\n",
       "                     rest                      _1.2     _RAJ2000.2  \\\n",
       "90   4489.258850677790178  00 53 53.66,-72 22 01.40                  \n",
       "91                         00 53 53.66,-72 22 01.40                  \n",
       "\n",
       "       _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "90                                                                  \n",
       "91                                                                  \n",
       "\n",
       "                   Fluxb                 Fluxh                 Fluxm  \\\n",
       "90                                                                     \n",
       "91                                                                     \n",
       "\n",
       "                   Fluxs                 Fluxu      HRhm      HRhs      HRms  \\\n",
       "90                                                                             \n",
       "91                                                                             \n",
       "\n",
       "                        _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2     GLAT.2  \\\n",
       "90  00 53 53.66,-72 22 01.40                                                   \n",
       "91  00 53 53.66,-72 22 01.40                                                   \n",
       "\n",
       "     2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "90                                                              \n",
       "91                                                              \n",
       "\n",
       "                        _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "90  00 53 53.66,-72 22 01.40                                           \n",
       "91  00 53 53.66,-72 22 01.40                                           \n",
       "\n",
       "     DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "90                                                                        \n",
       "91                                                                        \n",
       "\n",
       "           Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "90                                                                         \n",
       "91                                                                         \n",
       "\n",
       "           Flux8         Flux9        HR3        HR4  \\\n",
       "90                                                     \n",
       "91                                                     \n",
       "\n",
       "                        _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "90  00 53 53.66,-72 22 01.40                                             \n",
       "91  00 53 53.66,-72 22 01.40                                             \n",
       "\n",
       "                     Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "90                                                                        \n",
       "91                                                                        \n",
       "\n",
       "      Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "90                                                           NaN  \n",
       "91                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>94</td>\n",
       "      <td>Cl* NGC 330 ELS 065746</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 54 01.89</td>\n",
       "      <td>-72 24 45.57</td>\n",
       "      <td>17.42</td>\n",
       "      <td>B1Ve</td>\n",
       "      <td>362.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td>013.5082468977977</td>\n",
       "      <td>-72.4127205637178</td>\n",
       "      <td>013.50824689780</td>\n",
       "      <td>-72.41272056372</td>\n",
       "      <td>4689005810699274752</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.00e+00</td>\n",
       "      <td>19.3481</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.65606901549</td>\n",
       "      <td>-44.71413947416</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td>013.5077528087300</td>\n",
       "      <td>-72.4126926038100</td>\n",
       "      <td>013.50775280873</td>\n",
       "      <td>-72.41269260381</td>\n",
       "      <td>4689005810699274624</td>\n",
       "      <td>468.460404782572027</td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>94</td>\n",
       "      <td>Cl* NGC 330 ELS 065746</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 54 01.89</td>\n",
       "      <td>-72 24 45.57</td>\n",
       "      <td>17.42</td>\n",
       "      <td>B1Ve</td>\n",
       "      <td>362.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td>013.5077521113603</td>\n",
       "      <td>-72.4126778745457</td>\n",
       "      <td>013.50775280873</td>\n",
       "      <td>-72.41269260381</td>\n",
       "      <td>4689005810699274624</td>\n",
       "      <td>2.1293</td>\n",
       "      <td>0.049</td>\n",
       "      <td>-3.421</td>\n",
       "      <td>1.474</td>\n",
       "      <td>4.01e+01</td>\n",
       "      <td>17.3949</td>\n",
       "      <td>17.1667</td>\n",
       "      <td>17.0300</td>\n",
       "      <td></td>\n",
       "      <td>302.65627852363</td>\n",
       "      <td>-44.71416954755</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 01.89,-72 24 45.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     #                 Be star   Category           RA           DEC      V  \\\n",
       "95  94  Cl* NGC 330 ELS 065746  Classical  00 54 01.89  -72 24 45.57  17.42   \n",
       "96  94  Cl* NGC 330 ELS 065746  Classical  00 54 01.89  -72 24 45.57  17.42   \n",
       "\n",
       "   Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "95   B1Ve  362.0                      0  00 54 01.89,-72 24 45.57   \n",
       "96   B1Ve  362.0                      0  00 54 01.89,-72 24 45.57   \n",
       "\n",
       "             _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "95  013.5082468977977  -72.4127205637178  013.50824689780  -72.41272056372   \n",
       "96  013.5077521113603  -72.4126778745457  013.50775280873  -72.41269260381   \n",
       "\n",
       "                 Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "95  4689005810699274752                                     0.000   0.00e+00   \n",
       "96  4689005810699274624      2.1293      0.049     -3.421   1.474   4.01e+01   \n",
       "\n",
       "       Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "95  19.3481                             302.65606901549  -44.71413947416   \n",
       "96  17.3949  17.1667  17.0300           302.65627852363  -44.71416954755   \n",
       "\n",
       "       Teff       AG     Rad        Lum                      _1.1  \\\n",
       "95                                       00 54 01.89,-72 24 45.57   \n",
       "96                                       00 54 01.89,-72 24 45.57   \n",
       "\n",
       "           _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "95  013.5077528087300  -72.4126926038100  013.50775280873  -72.41269260381   \n",
       "96                                                                           \n",
       "\n",
       "               Source.1                   rest                      _1.2  \\\n",
       "95  4689005810699274624    468.460404782572027  00 54 01.89,-72 24 45.57   \n",
       "96                                              00 54 01.89,-72 24 45.57   \n",
       "\n",
       "       _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "95                                                             \n",
       "96                                                             \n",
       "\n",
       "                  2CXO                 Fluxb                 Fluxh  \\\n",
       "95                                                                   \n",
       "96                                                                   \n",
       "\n",
       "                   Fluxm                 Fluxs                 Fluxu  \\\n",
       "95                                                                     \n",
       "96                                                                     \n",
       "\n",
       "        HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "95                                00 54 01.89,-72 24 45.57                \n",
       "96                                00 54 01.89,-72 24 45.57                \n",
       "\n",
       "     _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "95                                                                          \n",
       "96                                                                          \n",
       "\n",
       "         FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "95                         00 54 01.89,-72 24 45.57                 \n",
       "96                         00 54 01.89,-72 24 45.57                 \n",
       "\n",
       "      _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "95                                                                     \n",
       "96                                                                     \n",
       "\n",
       "        HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "95                                                                          \n",
       "96                                                                          \n",
       "\n",
       "           Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "95                                                                      \n",
       "96                                                                      \n",
       "\n",
       "          HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "95             00 54 01.89,-72 24 45.57                                     \n",
       "96             00 54 01.89,-72 24 45.57                                     \n",
       "\n",
       "    GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "95                                                                         \n",
       "96                                                                         \n",
       "\n",
       "      U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "95                                                                  NaN  \n",
       "96                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>121</td>\n",
       "      <td>Cl* NGC 330 ELS 064832</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 54 54.58</td>\n",
       "      <td>-72 27 23.64</td>\n",
       "      <td>16.79</td>\n",
       "      <td>B3IIIe</td>\n",
       "      <td>300.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td>013.7273067369302</td>\n",
       "      <td>-72.4566179893349</td>\n",
       "      <td>013.72732286751</td>\n",
       "      <td>-72.45661943015</td>\n",
       "      <td>4689005913779435776</td>\n",
       "      <td>-0.7632</td>\n",
       "      <td>1.129</td>\n",
       "      <td>-0.335</td>\n",
       "      <td>0.989</td>\n",
       "      <td>3.13e+01</td>\n",
       "      <td>16.8277</td>\n",
       "      <td>16.6361</td>\n",
       "      <td>16.4837</td>\n",
       "      <td></td>\n",
       "      <td>302.56410247356</td>\n",
       "      <td>-44.66915132345</td>\n",
       "      <td>7230.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td>013.7273228675100</td>\n",
       "      <td>-72.4566194301500</td>\n",
       "      <td>013.72732286751</td>\n",
       "      <td>-72.45661943015</td>\n",
       "      <td>4689005913779435776</td>\n",
       "      <td>6194.165286574159836</td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>121</td>\n",
       "      <td>Cl* NGC 330 ELS 064832</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 54 54.58</td>\n",
       "      <td>-72 27 23.64</td>\n",
       "      <td>16.79</td>\n",
       "      <td>B3IIIe</td>\n",
       "      <td>300.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td>013.7267059293049</td>\n",
       "      <td>-72.4565616234293</td>\n",
       "      <td>013.72670592930</td>\n",
       "      <td>-72.45656162343</td>\n",
       "      <td>4689005913834325760</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>0.666</td>\n",
       "      <td>1.26e+00</td>\n",
       "      <td>18.5267</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.56436237195</td>\n",
       "      <td>-44.66921264333</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 54 54.58,-72 27 23.64</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Be star   Category           RA           DEC      V  \\\n",
       "123  121  Cl* NGC 330 ELS 064832  Classical  00 54 54.58  -72 27 23.64  16.79   \n",
       "124  121  Cl* NGC 330 ELS 064832  Classical  00 54 54.58  -72 27 23.64  16.79   \n",
       "\n",
       "     Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "123  B3IIIe  300.0                      0  00 54 54.58,-72 27 23.64   \n",
       "124  B3IIIe  300.0                      0  00 54 54.58,-72 27 23.64   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "123  013.7273067369302  -72.4566179893349  013.72732286751  -72.45661943015   \n",
       "124  013.7267059293049  -72.4565616234293  013.72670592930  -72.45656162343   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "123  4689005913779435776     -0.7632      1.129     -0.335   0.989   3.13e+01   \n",
       "124  4689005913834325760                                     0.666   1.26e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "123  16.8277  16.6361  16.4837           302.56410247356  -44.66915132345   \n",
       "124  18.5267                             302.56436237195  -44.66921264333   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "123  7230.00                              00 54 54.58,-72 27 23.64   \n",
       "124                                       00 54 54.58,-72 27 23.64   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "123  013.7273228675100  -72.4566194301500  013.72732286751  -72.45661943015   \n",
       "124                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "123  4689005913779435776   6194.165286574159836  00 54 54.58,-72 27 23.64   \n",
       "124                                              00 54 54.58,-72 27 23.64   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "123                                                             \n",
       "124                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "123                                                                   \n",
       "124                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "123                                                                     \n",
       "124                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "123                                00 54 54.58,-72 27 23.64                \n",
       "124                                00 54 54.58,-72 27 23.64                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "123                                                                          \n",
       "124                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "123                         00 54 54.58,-72 27 23.64                 \n",
       "124                         00 54 54.58,-72 27 23.64                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "123                                                                     \n",
       "124                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "123                                                                          \n",
       "124                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "123                                                                      \n",
       "124                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "123             00 54 54.58,-72 27 23.64                                     \n",
       "124             00 54 54.58,-72 27 23.64                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "123                                                                         \n",
       "124                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "123                                                                  NaN  \n",
       "124                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>137</td>\n",
       "      <td>Cl* NGC 330 KWBBE 1062</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 55 32.48</td>\n",
       "      <td>-72 27 52.00</td>\n",
       "      <td>17.29</td>\n",
       "      <td>B2IVe</td>\n",
       "      <td>370.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td>013.8856885092114</td>\n",
       "      <td>-72.4645710107162</td>\n",
       "      <td>013.88570225314</td>\n",
       "      <td>-72.46457801686</td>\n",
       "      <td>4688994021020320768</td>\n",
       "      <td>-0.4720</td>\n",
       "      <td>0.962</td>\n",
       "      <td>-1.627</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.00e+00</td>\n",
       "      <td>18.4858</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.49724021542</td>\n",
       "      <td>-44.66020730531</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td>013.8857022531400</td>\n",
       "      <td>-72.4645780168600</td>\n",
       "      <td>013.88570225314</td>\n",
       "      <td>-72.46457801686</td>\n",
       "      <td>4688994021020320768</td>\n",
       "      <td>2921.523730154769964</td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>137</td>\n",
       "      <td>Cl* NGC 330 KWBBE 1062</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 55 32.48</td>\n",
       "      <td>-72 27 52.00</td>\n",
       "      <td>17.29</td>\n",
       "      <td>B2IVe</td>\n",
       "      <td>370.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td>013.8851381871195</td>\n",
       "      <td>-72.4644501282922</td>\n",
       "      <td>013.88516918880</td>\n",
       "      <td>-72.46445352104</td>\n",
       "      <td>4688994025360393472</td>\n",
       "      <td>0.9963</td>\n",
       "      <td>2.169</td>\n",
       "      <td>-0.788</td>\n",
       "      <td>1.649</td>\n",
       "      <td>5.52e+01</td>\n",
       "      <td>17.4211</td>\n",
       "      <td>16.9958</td>\n",
       "      <td>17.0606</td>\n",
       "      <td></td>\n",
       "      <td>302.49746203989</td>\n",
       "      <td>-44.66033536816</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td>013.8851691888000</td>\n",
       "      <td>-72.4644535210400</td>\n",
       "      <td>013.88516918880</td>\n",
       "      <td>-72.46445352104</td>\n",
       "      <td>4688994025360393472</td>\n",
       "      <td>1001.134753775770037</td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>137</td>\n",
       "      <td>Cl* NGC 330 KWBBE 1062</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 55 32.48</td>\n",
       "      <td>-72 27 52.00</td>\n",
       "      <td>17.29</td>\n",
       "      <td>B2IVe</td>\n",
       "      <td>370.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 32.48,-72 27 52.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Be star   Category           RA           DEC      V  \\\n",
       "140  137  Cl* NGC 330 KWBBE 1062  Classical  00 55 32.48  -72 27 52.00  17.29   \n",
       "141  137  Cl* NGC 330 KWBBE 1062  Classical  00 55 32.48  -72 27 52.00  17.29   \n",
       "142  137  Cl* NGC 330 KWBBE 1062  Classical  00 55 32.48  -72 27 52.00  17.29   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "140  B2IVe  370.0                      0  00 55 32.48,-72 27 52.00   \n",
       "141  B2IVe  370.0                      0  00 55 32.48,-72 27 52.00   \n",
       "142  B2IVe  370.0                      0  00 55 32.48,-72 27 52.00   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "140  013.8856885092114  -72.4645710107162  013.88570225314  -72.46457801686   \n",
       "141  013.8851381871195  -72.4644501282922  013.88516918880  -72.46445352104   \n",
       "142                                                                           \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "140  4688994021020320768     -0.4720      0.962     -1.627   0.000   0.00e+00   \n",
       "141  4688994025360393472      0.9963      2.169     -0.788   1.649   5.52e+01   \n",
       "142                                                                             \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "140  18.4858                             302.49724021542  -44.66020730531   \n",
       "141  17.4211  16.9958  17.0606           302.49746203989  -44.66033536816   \n",
       "142                                                                         \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "140                                       00 55 32.48,-72 27 52.00   \n",
       "141                                       00 55 32.48,-72 27 52.00   \n",
       "142                                       00 55 32.48,-72 27 52.00   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "140  013.8857022531400  -72.4645780168600  013.88570225314  -72.46457801686   \n",
       "141  013.8851691888000  -72.4644535210400  013.88516918880  -72.46445352104   \n",
       "142                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "140  4688994021020320768   2921.523730154769964  00 55 32.48,-72 27 52.00   \n",
       "141  4688994025360393472   1001.134753775770037  00 55 32.48,-72 27 52.00   \n",
       "142                                              00 55 32.48,-72 27 52.00   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "140                                                             \n",
       "141                                                             \n",
       "142                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "140                                                                   \n",
       "141                                                                   \n",
       "142                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "140                                                                     \n",
       "141                                                                     \n",
       "142                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "140                                00 55 32.48,-72 27 52.00                \n",
       "141                                00 55 32.48,-72 27 52.00                \n",
       "142                                00 55 32.48,-72 27 52.00                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "140                                                                          \n",
       "141                                                                          \n",
       "142                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "140                         00 55 32.48,-72 27 52.00                 \n",
       "141                         00 55 32.48,-72 27 52.00                 \n",
       "142                         00 55 32.48,-72 27 52.00                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "140                                                                     \n",
       "141                                                                     \n",
       "142                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "140                                                                          \n",
       "141                                                                          \n",
       "142                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "140                                                                      \n",
       "141                                                                      \n",
       "142                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "140             00 55 32.48,-72 27 52.00                                     \n",
       "141             00 55 32.48,-72 27 52.00                                     \n",
       "142             00 55 32.48,-72 27 52.00                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "140                                                                         \n",
       "141                                                                         \n",
       "142                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "140                                                                  NaN  \n",
       "141                                                                  NaN  \n",
       "142                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>143</td>\n",
       "      <td>Cl* NGC 330 ELS 025052</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 55 39.81</td>\n",
       "      <td>-72 16 04.20</td>\n",
       "      <td>17.72</td>\n",
       "      <td>B5IVe</td>\n",
       "      <td>340.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td>013.9152255607759</td>\n",
       "      <td>-72.2679924518929</td>\n",
       "      <td>013.91522556078</td>\n",
       "      <td>-72.26799245189</td>\n",
       "      <td>4689011342672045312</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.00e+00</td>\n",
       "      <td>20.5323</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.47834427279</td>\n",
       "      <td>-44.85653823780</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>143</td>\n",
       "      <td>Cl* NGC 330 ELS 025052</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 55 39.81</td>\n",
       "      <td>-72 16 04.20</td>\n",
       "      <td>17.72</td>\n",
       "      <td>B5IVe</td>\n",
       "      <td>340.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td>013.9159626271908</td>\n",
       "      <td>-72.2679030869733</td>\n",
       "      <td>013.91596262719</td>\n",
       "      <td>-72.26790308697</td>\n",
       "      <td>4689011342616201600</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>16.570</td>\n",
       "      <td>2.55e+03</td>\n",
       "      <td>17.8056</td>\n",
       "      <td>17.4433</td>\n",
       "      <td>17.4587</td>\n",
       "      <td></td>\n",
       "      <td>302.47802476182</td>\n",
       "      <td>-44.85662238402</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 39.81,-72 16 04.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Be star   Category           RA           DEC      V  \\\n",
       "148  143  Cl* NGC 330 ELS 025052  Classical  00 55 39.81  -72 16 04.20  17.72   \n",
       "149  143  Cl* NGC 330 ELS 025052  Classical  00 55 39.81  -72 16 04.20  17.72   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "148  B5IVe  340.0                      0  00 55 39.81,-72 16 04.20   \n",
       "149  B5IVe  340.0                      0  00 55 39.81,-72 16 04.20   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "148  013.9152255607759  -72.2679924518929  013.91522556078  -72.26799245189   \n",
       "149  013.9159626271908  -72.2679030869733  013.91596262719  -72.26790308697   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "148  4689011342672045312                                     0.000   0.00e+00   \n",
       "149  4689011342616201600                                    16.570   2.55e+03   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "148  20.5323                             302.47834427279  -44.85653823780   \n",
       "149  17.8056  17.4433  17.4587           302.47802476182  -44.85662238402   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "148                                       00 55 39.81,-72 16 04.20   \n",
       "149                                       00 55 39.81,-72 16 04.20   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "148                                                                           \n",
       "149                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "148                                              00 55 39.81,-72 16 04.20   \n",
       "149                                              00 55 39.81,-72 16 04.20   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "148                                                             \n",
       "149                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "148                                                                   \n",
       "149                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "148                                                                     \n",
       "149                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "148                                00 55 39.81,-72 16 04.20                \n",
       "149                                00 55 39.81,-72 16 04.20                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "148                                                                          \n",
       "149                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "148                         00 55 39.81,-72 16 04.20                 \n",
       "149                         00 55 39.81,-72 16 04.20                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "148                                                                     \n",
       "149                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "148                                                                          \n",
       "149                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "148                                                                      \n",
       "149                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "148             00 55 39.81,-72 16 04.20                                     \n",
       "149             00 55 39.81,-72 16 04.20                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "148                                                                         \n",
       "149                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "148                                                                  NaN  \n",
       "149                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>146</td>\n",
       "      <td>Cl* NGC 330 KWBBE 522</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 55 42.62</td>\n",
       "      <td>-72 23 58.20</td>\n",
       "      <td>16.04</td>\n",
       "      <td>B7IIe</td>\n",
       "      <td>89.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td>013.9268793629286</td>\n",
       "      <td>-72.3995568671424</td>\n",
       "      <td>013.92687936293</td>\n",
       "      <td>-72.39955686714</td>\n",
       "      <td>4689006532309024896</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>1.244</td>\n",
       "      <td>2.24e+00</td>\n",
       "      <td>19.1656</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.47766945313</td>\n",
       "      <td>-44.72492716931</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td>013.9275424315900</td>\n",
       "      <td>-72.3995521564400</td>\n",
       "      <td>013.92754243159</td>\n",
       "      <td>-72.39955215644</td>\n",
       "      <td>4689006532253528192</td>\n",
       "      <td>3943.573964771840110</td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>146</td>\n",
       "      <td>Cl* NGC 330 KWBBE 522</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 55 42.62</td>\n",
       "      <td>-72 23 58.20</td>\n",
       "      <td>16.04</td>\n",
       "      <td>B7IIe</td>\n",
       "      <td>89.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td>013.9275318045785</td>\n",
       "      <td>-72.3995503143159</td>\n",
       "      <td>013.92754243159</td>\n",
       "      <td>-72.39955215644</td>\n",
       "      <td>4689006532253528192</td>\n",
       "      <td>0.0728</td>\n",
       "      <td>0.746</td>\n",
       "      <td>-0.428</td>\n",
       "      <td>0.644</td>\n",
       "      <td>3.05e+01</td>\n",
       "      <td>15.9425</td>\n",
       "      <td>15.8380</td>\n",
       "      <td>15.6993</td>\n",
       "      <td></td>\n",
       "      <td>302.47738718134</td>\n",
       "      <td>-44.72492719873</td>\n",
       "      <td>8730.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 55 42.62,-72 23 58.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                Be star   Category           RA           DEC      V  \\\n",
       "152  146  Cl* NGC 330 KWBBE 522  Classical  00 55 42.62  -72 23 58.20  16.04   \n",
       "153  146  Cl* NGC 330 KWBBE 522  Classical  00 55 42.62  -72 23 58.20  16.04   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "152  B7IIe   89.0                      0  00 55 42.62,-72 23 58.20   \n",
       "153  B7IIe   89.0                      0  00 55 42.62,-72 23 58.20   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "152  013.9268793629286  -72.3995568671424  013.92687936293  -72.39955686714   \n",
       "153  013.9275318045785  -72.3995503143159  013.92754243159  -72.39955215644   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "152  4689006532309024896                                     1.244   2.24e+00   \n",
       "153  4689006532253528192      0.0728      0.746     -0.428   0.644   3.05e+01   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "152  19.1656                             302.47766945313  -44.72492716931   \n",
       "153  15.9425  15.8380  15.6993           302.47738718134  -44.72492719873   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "152                                       00 55 42.62,-72 23 58.20   \n",
       "153  8730.00                              00 55 42.62,-72 23 58.20   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "152  013.9275424315900  -72.3995521564400  013.92754243159  -72.39955215644   \n",
       "153                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "152  4689006532253528192   3943.573964771840110  00 55 42.62,-72 23 58.20   \n",
       "153                                              00 55 42.62,-72 23 58.20   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "152                                                             \n",
       "153                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "152                                                                   \n",
       "153                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "152                                                                     \n",
       "153                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "152                                00 55 42.62,-72 23 58.20                \n",
       "153                                00 55 42.62,-72 23 58.20                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "152                                                                          \n",
       "153                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "152                         00 55 42.62,-72 23 58.20                 \n",
       "153                         00 55 42.62,-72 23 58.20                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "152                                                                     \n",
       "153                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "152                                                                          \n",
       "153                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "152                                                                      \n",
       "153                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "152             00 55 42.62,-72 23 58.20                                     \n",
       "153             00 55 42.62,-72 23 58.20                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "152                                                                         \n",
       "153                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "152                                                                  NaN  \n",
       "153                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>162</td>\n",
       "      <td>Cl* NGC 330 ARP I-204</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 03.10</td>\n",
       "      <td>-72 27 20.88</td>\n",
       "      <td>15.79</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td>014.0127384988683</td>\n",
       "      <td>-72.4556985596716</td>\n",
       "      <td>014.01274732116</td>\n",
       "      <td>-72.45568044892</td>\n",
       "      <td>4688993711861245952</td>\n",
       "      <td>-0.0555</td>\n",
       "      <td>0.618</td>\n",
       "      <td>4.206</td>\n",
       "      <td>3.598</td>\n",
       "      <td>6.37e+02</td>\n",
       "      <td>16.6852</td>\n",
       "      <td>16.5870</td>\n",
       "      <td>15.5368</td>\n",
       "      <td></td>\n",
       "      <td>302.44312563409</td>\n",
       "      <td>-44.66819117017</td>\n",
       "      <td>5095.63</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td>014.0127473211600</td>\n",
       "      <td>-72.4556804489200</td>\n",
       "      <td>014.01274732116</td>\n",
       "      <td>-72.45568044892</td>\n",
       "      <td>4688993711861245952</td>\n",
       "      <td>1913.400920324289928</td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>162</td>\n",
       "      <td>Cl* NGC 330 ARP I-204</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 03.10</td>\n",
       "      <td>-72 27 20.88</td>\n",
       "      <td>15.79</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td>014.0132126081608</td>\n",
       "      <td>-72.4559565647734</td>\n",
       "      <td>014.01321260816</td>\n",
       "      <td>-72.45595656477</td>\n",
       "      <td>4688993716063656704</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>5.616</td>\n",
       "      <td>4.77e+00</td>\n",
       "      <td>20.5451</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.44293826375</td>\n",
       "      <td>-44.66791160860</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 03.10,-72 27 20.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                Be star   Category           RA           DEC      V  \\\n",
       "169  162  Cl* NGC 330 ARP I-204  Classical  00 56 03.10  -72 27 20.88  15.79   \n",
       "170  162  Cl* NGC 330 ARP I-204  Classical  00 56 03.10  -72 27 20.88  15.79   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "169   B0Ve    NaN                      0  00 56 03.10,-72 27 20.88   \n",
       "170   B0Ve    NaN                      0  00 56 03.10,-72 27 20.88   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "169  014.0127384988683  -72.4556985596716  014.01274732116  -72.45568044892   \n",
       "170  014.0132126081608  -72.4559565647734  014.01321260816  -72.45595656477   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "169  4688993711861245952     -0.0555      0.618      4.206   3.598   6.37e+02   \n",
       "170  4688993716063656704                                     5.616   4.77e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "169  16.6852  16.5870  15.5368           302.44312563409  -44.66819117017   \n",
       "170  20.5451                             302.44293826375  -44.66791160860   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "169  5095.63                              00 56 03.10,-72 27 20.88   \n",
       "170                                       00 56 03.10,-72 27 20.88   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "169  014.0127473211600  -72.4556804489200  014.01274732116  -72.45568044892   \n",
       "170                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "169  4688993711861245952   1913.400920324289928  00 56 03.10,-72 27 20.88   \n",
       "170                                              00 56 03.10,-72 27 20.88   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "169                                                             \n",
       "170                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "169                                                                   \n",
       "170                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "169                                                                     \n",
       "170                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "169                                00 56 03.10,-72 27 20.88                \n",
       "170                                00 56 03.10,-72 27 20.88                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "169                                                                          \n",
       "170                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "169                         00 56 03.10,-72 27 20.88                 \n",
       "170                         00 56 03.10,-72 27 20.88                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "169                                                                     \n",
       "170                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "169                                                                          \n",
       "170                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "169                                                                      \n",
       "170                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "169             00 56 03.10,-72 27 20.88                                     \n",
       "170             00 56 03.10,-72 27 20.88                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "169                                                                         \n",
       "170                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "169                                                                  NaN  \n",
       "170                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>186</td>\n",
       "      <td>Cl* NGC 330 KWBBE 228</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 18.13</td>\n",
       "      <td>-72 27 13.50</td>\n",
       "      <td>15.54</td>\n",
       "      <td>B2IVe</td>\n",
       "      <td>315.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td>014.0756007438184</td>\n",
       "      <td>-72.4537928558736</td>\n",
       "      <td>014.07560965860</td>\n",
       "      <td>-72.45379838093</td>\n",
       "      <td>4688993677501236736</td>\n",
       "      <td>0.0519</td>\n",
       "      <td>0.624</td>\n",
       "      <td>-1.283</td>\n",
       "      <td>0.284</td>\n",
       "      <td>7.42e+00</td>\n",
       "      <td>15.5532</td>\n",
       "      <td>15.4023</td>\n",
       "      <td>15.5081</td>\n",
       "      <td></td>\n",
       "      <td>302.41641968268</td>\n",
       "      <td>-44.66958229060</td>\n",
       "      <td>9353.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td>014.0756096586000</td>\n",
       "      <td>-72.4537983809300</td>\n",
       "      <td>014.07560965860</td>\n",
       "      <td>-72.45379838093</td>\n",
       "      <td>4688993677501236736</td>\n",
       "      <td>5653.255483378159624</td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>186</td>\n",
       "      <td>Cl* NGC 330 KWBBE 228</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 18.13</td>\n",
       "      <td>-72 27 13.50</td>\n",
       "      <td>15.54</td>\n",
       "      <td>B2IVe</td>\n",
       "      <td>315.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td>014.0751480358999</td>\n",
       "      <td>-72.4539355336444</td>\n",
       "      <td>014.07514803590</td>\n",
       "      <td>-72.45393553364</td>\n",
       "      <td>4688993681762866176</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>2.163</td>\n",
       "      <td>6.71e+00</td>\n",
       "      <td>18.9704</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.41662042145</td>\n",
       "      <td>-44.66944888187</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.13,-72 27 13.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                Be star   Category           RA           DEC      V  \\\n",
       "194  186  Cl* NGC 330 KWBBE 228  Classical  00 56 18.13  -72 27 13.50  15.54   \n",
       "195  186  Cl* NGC 330 KWBBE 228  Classical  00 56 18.13  -72 27 13.50  15.54   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "194  B2IVe  315.0                      0  00 56 18.13,-72 27 13.50   \n",
       "195  B2IVe  315.0                      0  00 56 18.13,-72 27 13.50   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "194  014.0756007438184  -72.4537928558736  014.07560965860  -72.45379838093   \n",
       "195  014.0751480358999  -72.4539355336444  014.07514803590  -72.45393553364   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "194  4688993677501236736      0.0519      0.624     -1.283   0.284   7.42e+00   \n",
       "195  4688993681762866176                                     2.163   6.71e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "194  15.5532  15.4023  15.5081           302.41641968268  -44.66958229060   \n",
       "195  18.9704                             302.41662042145  -44.66944888187   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "194  9353.00                              00 56 18.13,-72 27 13.50   \n",
       "195                                       00 56 18.13,-72 27 13.50   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "194  014.0756096586000  -72.4537983809300  014.07560965860  -72.45379838093   \n",
       "195                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "194  4688993677501236736   5653.255483378159624  00 56 18.13,-72 27 13.50   \n",
       "195                                              00 56 18.13,-72 27 13.50   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "194                                                             \n",
       "195                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "194                                                                   \n",
       "195                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "194                                                                     \n",
       "195                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "194                                00 56 18.13,-72 27 13.50                \n",
       "195                                00 56 18.13,-72 27 13.50                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "194                                                                          \n",
       "195                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "194                         00 56 18.13,-72 27 13.50                 \n",
       "195                         00 56 18.13,-72 27 13.50                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "194                                                                     \n",
       "195                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "194                                                                          \n",
       "195                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "194                                                                      \n",
       "195                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "194             00 56 18.13,-72 27 13.50                                     \n",
       "195             00 56 18.13,-72 27 13.50                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "194                                                                         \n",
       "195                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "194                                                                  NaN  \n",
       "195                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>187</td>\n",
       "      <td>[MA93] 929</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 18.26</td>\n",
       "      <td>-72 17 46.80</td>\n",
       "      <td>16.39</td>\n",
       "      <td>B3IIIe</td>\n",
       "      <td>405.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td>014.0763561520371</td>\n",
       "      <td>-72.2960891911139</td>\n",
       "      <td>014.07635454322</td>\n",
       "      <td>-72.29609421636</td>\n",
       "      <td>4689013885241700352</td>\n",
       "      <td>-0.0641</td>\n",
       "      <td>-0.114</td>\n",
       "      <td>-1.167</td>\n",
       "      <td>1.242</td>\n",
       "      <td>2.52e+00</td>\n",
       "      <td>19.1787</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.41019451853</td>\n",
       "      <td>-44.82722463242</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td>014.0763545432200</td>\n",
       "      <td>-72.2960942163600</td>\n",
       "      <td>014.07635454322</td>\n",
       "      <td>-72.29609421636</td>\n",
       "      <td>4689013885241700352</td>\n",
       "      <td>2043.983151563259980</td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>187</td>\n",
       "      <td>[MA93] 929</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 18.26</td>\n",
       "      <td>-72 17 46.80</td>\n",
       "      <td>16.39</td>\n",
       "      <td>B3IIIe</td>\n",
       "      <td>405.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td>014.0760953139018</td>\n",
       "      <td>-72.2964143564585</td>\n",
       "      <td>014.07610167851</td>\n",
       "      <td>-72.29641987631</td>\n",
       "      <td>4689013885295091200</td>\n",
       "      <td>-0.0124</td>\n",
       "      <td>0.450</td>\n",
       "      <td>-1.282</td>\n",
       "      <td>0.358</td>\n",
       "      <td>6.69e+00</td>\n",
       "      <td>16.1801</td>\n",
       "      <td>16.0791</td>\n",
       "      <td>15.9522</td>\n",
       "      <td></td>\n",
       "      <td>302.41031513437</td>\n",
       "      <td>-44.82690113708</td>\n",
       "      <td>8932.67</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td>014.0761016785100</td>\n",
       "      <td>-72.2964198763100</td>\n",
       "      <td>014.07610167851</td>\n",
       "      <td>-72.29641987631</td>\n",
       "      <td>4689013885295091200</td>\n",
       "      <td>5105.344766720610096</td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 18.26,-72 17 46.80</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #     Be star   Category           RA           DEC      V  Type_x  \\\n",
       "196  187  [MA93] 929  Classical  00 56 18.26  -72 17 46.80  16.39  B3IIIe   \n",
       "197  187  [MA93] 929  Classical  00 56 18.26  -72 17 46.80  16.39  B3IIIe   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "196  405.0                      0  00 56 18.26,-72 17 46.80   \n",
       "197  405.0                      0  00 56 18.26,-72 17 46.80   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "196  014.0763561520371  -72.2960891911139  014.07635454322  -72.29609421636   \n",
       "197  014.0760953139018  -72.2964143564585  014.07610167851  -72.29641987631   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "196  4689013885241700352     -0.0641     -0.114     -1.167   1.242   2.52e+00   \n",
       "197  4689013885295091200     -0.0124      0.450     -1.282   0.358   6.69e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "196  19.1787                             302.41019451853  -44.82722463242   \n",
       "197  16.1801  16.0791  15.9522           302.41031513437  -44.82690113708   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "196                                       00 56 18.26,-72 17 46.80   \n",
       "197  8932.67                              00 56 18.26,-72 17 46.80   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "196  014.0763545432200  -72.2960942163600  014.07635454322  -72.29609421636   \n",
       "197  014.0761016785100  -72.2964198763100  014.07610167851  -72.29641987631   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "196  4689013885241700352   2043.983151563259980  00 56 18.26,-72 17 46.80   \n",
       "197  4689013885295091200   5105.344766720610096  00 56 18.26,-72 17 46.80   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "196                                                             \n",
       "197                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "196                                                                   \n",
       "197                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "196                                                                     \n",
       "197                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "196                                00 56 18.26,-72 17 46.80                \n",
       "197                                00 56 18.26,-72 17 46.80                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "196                                                                          \n",
       "197                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "196                         00 56 18.26,-72 17 46.80                 \n",
       "197                         00 56 18.26,-72 17 46.80                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "196                                                                     \n",
       "197                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "196                                                                          \n",
       "197                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "196                                                                      \n",
       "197                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "196             00 56 18.26,-72 17 46.80                                     \n",
       "197             00 56 18.26,-72 17 46.80                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "196                                                                         \n",
       "197                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "196                                                                  NaN  \n",
       "197                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>194</td>\n",
       "      <td>Cl* NGC 330 KWBBE 882</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 21.39</td>\n",
       "      <td>-72 27 27.89</td>\n",
       "      <td>17.08</td>\n",
       "      <td>B1Ve</td>\n",
       "      <td>384.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td>014.0887339779050</td>\n",
       "      <td>-72.4579120883710</td>\n",
       "      <td>014.08851817045</td>\n",
       "      <td>-72.45791146157</td>\n",
       "      <td>4688993681762958720</td>\n",
       "      <td>-1.9522</td>\n",
       "      <td>-15.107</td>\n",
       "      <td>0.146</td>\n",
       "      <td>2.157</td>\n",
       "      <td>1.00e+01</td>\n",
       "      <td>19.0720</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.41110479523</td>\n",
       "      <td>-44.66536678149</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td>014.0892352661700</td>\n",
       "      <td>-72.4577696161300</td>\n",
       "      <td>014.08923526617</td>\n",
       "      <td>-72.45776961613</td>\n",
       "      <td>4688993677522045312</td>\n",
       "      <td>4143.727640941249774</td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>194</td>\n",
       "      <td>Cl* NGC 330 KWBBE 882</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 21.39</td>\n",
       "      <td>-72 27 27.89</td>\n",
       "      <td>17.08</td>\n",
       "      <td>B1Ve</td>\n",
       "      <td>384.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td>014.0892156791585</td>\n",
       "      <td>-72.4577626648816</td>\n",
       "      <td>014.08923526617</td>\n",
       "      <td>-72.45776961613</td>\n",
       "      <td>4688993677522045312</td>\n",
       "      <td>0.0191</td>\n",
       "      <td>1.371</td>\n",
       "      <td>-1.614</td>\n",
       "      <td>0.556</td>\n",
       "      <td>8.29e+00</td>\n",
       "      <td>17.1087</td>\n",
       "      <td>16.6665</td>\n",
       "      <td>16.6747</td>\n",
       "      <td></td>\n",
       "      <td>302.41079565425</td>\n",
       "      <td>-44.66550277289</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td>014.0885181704500</td>\n",
       "      <td>-72.4579114615700</td>\n",
       "      <td>014.08851817045</td>\n",
       "      <td>-72.45791146157</td>\n",
       "      <td>4688993681762958720</td>\n",
       "      <td>2956.458198931059997</td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 21.39,-72 27 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                Be star   Category           RA           DEC      V  \\\n",
       "204  194  Cl* NGC 330 KWBBE 882  Classical  00 56 21.39  -72 27 27.89  17.08   \n",
       "205  194  Cl* NGC 330 KWBBE 882  Classical  00 56 21.39  -72 27 27.89  17.08   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "204   B1Ve  384.0                      0  00 56 21.39,-72 27 27.89   \n",
       "205   B1Ve  384.0                      0  00 56 21.39,-72 27 27.89   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "204  014.0887339779050  -72.4579120883710  014.08851817045  -72.45791146157   \n",
       "205  014.0892156791585  -72.4577626648816  014.08923526617  -72.45776961613   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "204  4688993681762958720     -1.9522    -15.107      0.146   2.157   1.00e+01   \n",
       "205  4688993677522045312      0.0191      1.371     -1.614   0.556   8.29e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "204  19.0720                             302.41110479523  -44.66536678149   \n",
       "205  17.1087  16.6665  16.6747           302.41079565425  -44.66550277289   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "204                                       00 56 21.39,-72 27 27.89   \n",
       "205                                       00 56 21.39,-72 27 27.89   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "204  014.0892352661700  -72.4577696161300  014.08923526617  -72.45776961613   \n",
       "205  014.0885181704500  -72.4579114615700  014.08851817045  -72.45791146157   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "204  4688993677522045312   4143.727640941249774  00 56 21.39,-72 27 27.89   \n",
       "205  4688993681762958720   2956.458198931059997  00 56 21.39,-72 27 27.89   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "204                                                             \n",
       "205                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "204                                                                   \n",
       "205                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "204                                                                     \n",
       "205                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "204                                00 56 21.39,-72 27 27.89                \n",
       "205                                00 56 21.39,-72 27 27.89                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "204                                                                          \n",
       "205                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "204                         00 56 21.39,-72 27 27.89                 \n",
       "205                         00 56 21.39,-72 27 27.89                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "204                                                                     \n",
       "205                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "204                                                                          \n",
       "205                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "204                                                                      \n",
       "205                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "204             00 56 21.39,-72 27 27.89                                     \n",
       "205             00 56 21.39,-72 27 27.89                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "204                                                                         \n",
       "205                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "204                                                                  NaN  \n",
       "205                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>198</td>\n",
       "      <td>Cl* NGC 330 ELS 023931</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 24.64</td>\n",
       "      <td>-72 17 20.79</td>\n",
       "      <td>17.36</td>\n",
       "      <td>B2IVe</td>\n",
       "      <td>349.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td>014.1034459004046</td>\n",
       "      <td>-72.2890642362074</td>\n",
       "      <td>014.10344590040</td>\n",
       "      <td>-72.28906423621</td>\n",
       "      <td>4689013988374292224</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>0.536</td>\n",
       "      <td>3.96e-02</td>\n",
       "      <td>20.7045</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.39831277889</td>\n",
       "      <td>-44.83403001262</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td>014.1026493241500</td>\n",
       "      <td>-72.2891529438000</td>\n",
       "      <td>014.10264932415</td>\n",
       "      <td>-72.28915294380</td>\n",
       "      <td>4689013984022915968</td>\n",
       "      <td>3526.390302827720006</td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>198</td>\n",
       "      <td>Cl* NGC 330 ELS 023931</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 56 24.64</td>\n",
       "      <td>-72 17 20.79</td>\n",
       "      <td>17.36</td>\n",
       "      <td>B2IVe</td>\n",
       "      <td>349.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td>014.1026387217854</td>\n",
       "      <td>-72.2891463982312</td>\n",
       "      <td>014.10264932415</td>\n",
       "      <td>-72.28915294380</td>\n",
       "      <td>4689013984022915968</td>\n",
       "      <td>0.0430</td>\n",
       "      <td>0.749</td>\n",
       "      <td>-1.520</td>\n",
       "      <td>0.554</td>\n",
       "      <td>4.72e+00</td>\n",
       "      <td>17.4870</td>\n",
       "      <td>17.2848</td>\n",
       "      <td>17.2832</td>\n",
       "      <td></td>\n",
       "      <td>302.39865777654</td>\n",
       "      <td>-44.83394793824</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 56 24.64,-72 17 20.79</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Be star   Category           RA           DEC      V  \\\n",
       "209  198  Cl* NGC 330 ELS 023931  Classical  00 56 24.64  -72 17 20.79  17.36   \n",
       "210  198  Cl* NGC 330 ELS 023931  Classical  00 56 24.64  -72 17 20.79  17.36   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "209  B2IVe  349.0                      0  00 56 24.64,-72 17 20.79   \n",
       "210  B2IVe  349.0                      0  00 56 24.64,-72 17 20.79   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "209  014.1034459004046  -72.2890642362074  014.10344590040  -72.28906423621   \n",
       "210  014.1026387217854  -72.2891463982312  014.10264932415  -72.28915294380   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "209  4689013988374292224                                     0.536   3.96e-02   \n",
       "210  4689013984022915968      0.0430      0.749     -1.520   0.554   4.72e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "209  20.7045                             302.39831277889  -44.83403001262   \n",
       "210  17.4870  17.2848  17.2832           302.39865777654  -44.83394793824   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "209                                       00 56 24.64,-72 17 20.79   \n",
       "210                                       00 56 24.64,-72 17 20.79   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "209  014.1026493241500  -72.2891529438000  014.10264932415  -72.28915294380   \n",
       "210                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "209  4689013984022915968   3526.390302827720006  00 56 24.64,-72 17 20.79   \n",
       "210                                              00 56 24.64,-72 17 20.79   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "209                                                             \n",
       "210                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "209                                                                   \n",
       "210                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "209                                                                     \n",
       "210                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "209                                00 56 24.64,-72 17 20.79                \n",
       "210                                00 56 24.64,-72 17 20.79                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "209                                                                          \n",
       "210                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "209                         00 56 24.64,-72 17 20.79                 \n",
       "210                         00 56 24.64,-72 17 20.79                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "209                                                                     \n",
       "210                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "209                                                                          \n",
       "210                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "209                                                                      \n",
       "210                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "209             00 56 24.64,-72 17 20.79                                     \n",
       "210             00 56 24.64,-72 17 20.79                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "209                                                                         \n",
       "210                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "209                                                                  NaN  \n",
       "210                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>229</td>\n",
       "      <td>Cl* NGC 330 ELS 082202</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 57 30.31</td>\n",
       "      <td>-72 15 58.40</td>\n",
       "      <td>15.76</td>\n",
       "      <td>B5IIIe</td>\n",
       "      <td>265.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td>014.3769404675612</td>\n",
       "      <td>-72.2660704760991</td>\n",
       "      <td>014.37694046756</td>\n",
       "      <td>-72.26607047610</td>\n",
       "      <td>4689013541644063360</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>6.600</td>\n",
       "      <td>7.05e+02</td>\n",
       "      <td>17.3019</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.27996635861</td>\n",
       "      <td>-44.85449511157</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td>014.3764280980900</td>\n",
       "      <td>-72.2663156452300</td>\n",
       "      <td>014.37642809809</td>\n",
       "      <td>-72.26631564523</td>\n",
       "      <td>4689013541697570688</td>\n",
       "      <td>4602.876143477369624</td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>229</td>\n",
       "      <td>Cl* NGC 330 ELS 082202</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 57 30.31</td>\n",
       "      <td>-72 15 58.40</td>\n",
       "      <td>15.76</td>\n",
       "      <td>B5IIIe</td>\n",
       "      <td>265.0</td>\n",
       "      <td>0</td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td>014.3763824372559</td>\n",
       "      <td>-72.2663096154695</td>\n",
       "      <td>014.37642809809</td>\n",
       "      <td>-72.26631564523</td>\n",
       "      <td>4689013541697570688</td>\n",
       "      <td>-1.0541</td>\n",
       "      <td>3.230</td>\n",
       "      <td>-1.400</td>\n",
       "      <td>1.868</td>\n",
       "      <td>3.31e+02</td>\n",
       "      <td>15.5171</td>\n",
       "      <td>14.9563</td>\n",
       "      <td>15.0842</td>\n",
       "      <td></td>\n",
       "      <td>302.28019788375</td>\n",
       "      <td>-44.85425526563</td>\n",
       "      <td>6876.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 57 30.31,-72 15 58.40</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Be star   Category           RA           DEC      V  \\\n",
       "241  229  Cl* NGC 330 ELS 082202  Classical  00 57 30.31  -72 15 58.40  15.76   \n",
       "242  229  Cl* NGC 330 ELS 082202  Classical  00 57 30.31  -72 15 58.40  15.76   \n",
       "\n",
       "     Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "241  B5IIIe  265.0                      0  00 57 30.31,-72 15 58.40   \n",
       "242  B5IIIe  265.0                      0  00 57 30.31,-72 15 58.40   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "241  014.3769404675612  -72.2660704760991  014.37694046756  -72.26607047610   \n",
       "242  014.3763824372559  -72.2663096154695  014.37642809809  -72.26631564523   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "241  4689013541644063360                                     6.600   7.05e+02   \n",
       "242  4689013541697570688     -1.0541      3.230     -1.400   1.868   3.31e+02   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "241  17.3019                             302.27996635861  -44.85449511157   \n",
       "242  15.5171  14.9563  15.0842           302.28019788375  -44.85425526563   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "241                                       00 57 30.31,-72 15 58.40   \n",
       "242  6876.00                              00 57 30.31,-72 15 58.40   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "241  014.3764280980900  -72.2663156452300  014.37642809809  -72.26631564523   \n",
       "242                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "241  4689013541697570688   4602.876143477369624  00 57 30.31,-72 15 58.40   \n",
       "242                                              00 57 30.31,-72 15 58.40   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "241                                                             \n",
       "242                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "241                                                                   \n",
       "242                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "241                                                                     \n",
       "242                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "241                                00 57 30.31,-72 15 58.40                \n",
       "242                                00 57 30.31,-72 15 58.40                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "241                                                                          \n",
       "242                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "241                         00 57 30.31,-72 15 58.40                 \n",
       "242                         00 57 30.31,-72 15 58.40                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "241                                                                     \n",
       "242                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "241                                                                          \n",
       "242                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "241                                                                      \n",
       "242                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "241             00 57 30.31,-72 15 58.40                                     \n",
       "242             00 57 30.31,-72 15 58.40                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "241                                                                         \n",
       "242                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "241                                                                  NaN  \n",
       "242                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>239</td>\n",
       "      <td>Cl* NGC 346 KWBBE 377</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 58 47.50</td>\n",
       "      <td>-72 12 36.61</td>\n",
       "      <td>15.47</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td>014.6977987679667</td>\n",
       "      <td>-72.2102036123262</td>\n",
       "      <td>014.69781312412</td>\n",
       "      <td>-72.21020698973</td>\n",
       "      <td>4689015324143065984</td>\n",
       "      <td>-0.0642</td>\n",
       "      <td>1.019</td>\n",
       "      <td>-0.784</td>\n",
       "      <td>0.354</td>\n",
       "      <td>1.17e+01</td>\n",
       "      <td>15.6006</td>\n",
       "      <td>15.4674</td>\n",
       "      <td>15.5636</td>\n",
       "      <td></td>\n",
       "      <td>302.13901641252</td>\n",
       "      <td>-44.90672051012</td>\n",
       "      <td>9122.67</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td>014.6978131241200</td>\n",
       "      <td>-72.2102069897300</td>\n",
       "      <td>014.69781312412</td>\n",
       "      <td>-72.21020698973</td>\n",
       "      <td>4689015324143065984</td>\n",
       "      <td>7126.183884803070214</td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>239</td>\n",
       "      <td>Cl* NGC 346 KWBBE 377</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 58 47.50</td>\n",
       "      <td>-72 12 36.61</td>\n",
       "      <td>15.47</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td>014.6970400468280</td>\n",
       "      <td>-72.2101989831737</td>\n",
       "      <td>014.69704004683</td>\n",
       "      <td>-72.21019898317</td>\n",
       "      <td>4689015534562168192</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>4.333</td>\n",
       "      <td>4.39e+00</td>\n",
       "      <td>19.5853</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>302.13934917373</td>\n",
       "      <td>-44.90673802936</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>00 58 47.50,-72 12 36.61</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                Be star   Category           RA           DEC      V  \\\n",
       "252  239  Cl* NGC 346 KWBBE 377  Classical  00 58 47.50  -72 12 36.61  15.47   \n",
       "253  239  Cl* NGC 346 KWBBE 377  Classical  00 58 47.50  -72 12 36.61  15.47   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "252     Be    NaN                      0  00 58 47.50,-72 12 36.61   \n",
       "253     Be    NaN                      0  00 58 47.50,-72 12 36.61   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "252  014.6977987679667  -72.2102036123262  014.69781312412  -72.21020698973   \n",
       "253  014.6970400468280  -72.2101989831737  014.69704004683  -72.21019898317   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "252  4689015324143065984     -0.0642      1.019     -0.784   0.354   1.17e+01   \n",
       "253  4689015534562168192                                     4.333   4.39e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "252  15.6006  15.4674  15.5636           302.13901641252  -44.90672051012   \n",
       "253  19.5853                             302.13934917373  -44.90673802936   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "252  9122.67                              00 58 47.50,-72 12 36.61   \n",
       "253                                       00 58 47.50,-72 12 36.61   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "252  014.6978131241200  -72.2102069897300  014.69781312412  -72.21020698973   \n",
       "253                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "252  4689015324143065984   7126.183884803070214  00 58 47.50,-72 12 36.61   \n",
       "253                                              00 58 47.50,-72 12 36.61   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "252                                                             \n",
       "253                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "252                                                                   \n",
       "253                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "252                                                                     \n",
       "253                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "252                                00 58 47.50,-72 12 36.61                \n",
       "253                                00 58 47.50,-72 12 36.61                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "252                                                                          \n",
       "253                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "252                         00 58 47.50,-72 12 36.61                 \n",
       "253                         00 58 47.50,-72 12 36.61                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "252                                                                     \n",
       "253                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "252                                                                          \n",
       "253                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "252                                                                      \n",
       "253                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "252             00 58 47.50,-72 12 36.61                                     \n",
       "253             00 58 47.50,-72 12 36.61                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "252                                                                         \n",
       "253                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "252                                                                  NaN  \n",
       "253                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>258</td>\n",
       "      <td>RX J0101.3-7211</td>\n",
       "      <td>Classical</td>\n",
       "      <td>01 01 20.81</td>\n",
       "      <td>-72 11 18.96</td>\n",
       "      <td>15.49</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td>015.3369532343347</td>\n",
       "      <td>-72.1887773652945</td>\n",
       "      <td>015.33695323433</td>\n",
       "      <td>-72.18877736529</td>\n",
       "      <td>4690505613271675776</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>7.416</td>\n",
       "      <td>1.20e+01</td>\n",
       "      <td>20.1272</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>301.86199462671</td>\n",
       "      <td>-44.91887988703</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td>015.3361093430600</td>\n",
       "      <td>-72.1886067710400</td>\n",
       "      <td>015.33610934306</td>\n",
       "      <td>-72.18860677104</td>\n",
       "      <td>4690505613293360640</td>\n",
       "      <td>7108.137548481649901</td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td>15.336083058</td>\n",
       "      <td>-72.188594490</td>\n",
       "      <td>-4.49191e+01</td>\n",
       "      <td>3.01862e+02</td>\n",
       "      <td>J010120.6-721118</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td>015.3371700</td>\n",
       "      <td>-72.1886600</td>\n",
       "      <td>301.86189</td>\n",
       "      <td>-44.91899</td>\n",
       "      <td>51334</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.511</td>\n",
       "      <td>2.121e-11</td>\n",
       "      <td>2.31e-11</td>\n",
       "      <td>5.143e-01</td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td>015.33617194</td>\n",
       "      <td>-72.18862000</td>\n",
       "      <td>015.336172</td>\n",
       "      <td>-72.188620</td>\n",
       "      <td>201231102010007</td>\n",
       "      <td>0.666565</td>\n",
       "      <td>0.450191</td>\n",
       "      <td>J010120.6-721119</td>\n",
       "      <td>1.75619e-15</td>\n",
       "      <td>7.56552e-15</td>\n",
       "      <td>2.70410e-14</td>\n",
       "      <td>1.08816e-13</td>\n",
       "      <td>9.94626e-15</td>\n",
       "      <td>5.36326e-13</td>\n",
       "      <td>1.03235e-13</td>\n",
       "      <td>0.167650</td>\n",
       "      <td>0.058280</td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>258</td>\n",
       "      <td>RX J0101.3-7211</td>\n",
       "      <td>Classical</td>\n",
       "      <td>01 01 20.81</td>\n",
       "      <td>-72 11 18.96</td>\n",
       "      <td>15.49</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td>015.3360988225664</td>\n",
       "      <td>-72.1886017368220</td>\n",
       "      <td>015.33610934306</td>\n",
       "      <td>-72.18860677104</td>\n",
       "      <td>4690505613293360640</td>\n",
       "      <td>-0.0557</td>\n",
       "      <td>0.747</td>\n",
       "      <td>-1.169</td>\n",
       "      <td>0.317</td>\n",
       "      <td>8.29e+00</td>\n",
       "      <td>15.6497</td>\n",
       "      <td>15.4811</td>\n",
       "      <td>15.7544</td>\n",
       "      <td></td>\n",
       "      <td>301.86234554068</td>\n",
       "      <td>-44.91906425125</td>\n",
       "      <td>8868.67</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 01 20.81,-72 11 18.96</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #          Be star   Category           RA           DEC      V Type_x  \\\n",
       "272  258  RX J0101.3-7211  Classical  01 01 20.81  -72 11 18.96  15.49     Be   \n",
       "273  258  RX J0101.3-7211  Classical  01 01 20.81  -72 11 18.96  15.49     Be   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "272    NaN                      0  01 01 20.81,-72 11 18.96   \n",
       "273    NaN                      0  01 01 20.81,-72 11 18.96   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "272  015.3369532343347  -72.1887773652945  015.33695323433  -72.18877736529   \n",
       "273  015.3360988225664  -72.1886017368220  015.33610934306  -72.18860677104   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "272  4690505613271675776                                     7.416   1.20e+01   \n",
       "273  4690505613293360640     -0.0557      0.747     -1.169   0.317   8.29e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "272  20.1272                             301.86199462671  -44.91887988703   \n",
       "273  15.6497  15.4811  15.7544           301.86234554068  -44.91906425125   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "272                                       01 01 20.81,-72 11 18.96   \n",
       "273  8868.67                              01 01 20.81,-72 11 18.96   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "272  015.3361093430600  -72.1886067710400  015.33610934306  -72.18860677104   \n",
       "273                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "272  4690505613293360640   7108.137548481649901  01 01 20.81,-72 11 18.96   \n",
       "273                                              01 01 20.81,-72 11 18.96   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "272   15.336083058  -72.188594490  -4.49191e+01   3.01862e+02   \n",
       "273                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "272   J010120.6-721118                                                \n",
       "273                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "272                                                                     \n",
       "273                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "272                                01 01 20.81,-72 11 18.96  015.3371700   \n",
       "273                                01 01 20.81,-72 11 18.96                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "272  -72.1886600  301.86189  -44.91899   51334   0.287   0.511   2.121e-11   \n",
       "273                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "272   2.31e-11   5.143e-01  01 01 20.81,-72 11 18.96  015.33617194   \n",
       "273                         01 01 20.81,-72 11 18.96                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "272  -72.18862000  015.336172  -72.188620  201231102010007   0.666565   \n",
       "273                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "272   0.450191  J010120.6-721119   1.75619e-15   7.56552e-15   2.70410e-14   \n",
       "273                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "272   1.08816e-13   9.94626e-15   5.36326e-13   1.03235e-13   0.167650   \n",
       "273                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "272   0.058280  01 01 20.81,-72 11 18.96                                     \n",
       "273             01 01 20.81,-72 11 18.96                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "272                                                                         \n",
       "273                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "272                                                                  NaN  \n",
       "273                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>332</td>\n",
       "      <td>BD+60 274</td>\n",
       "      <td>Classical</td>\n",
       "      <td>01 35 37.69</td>\n",
       "      <td>61 16 49.30</td>\n",
       "      <td>10.66</td>\n",
       "      <td>B3IIIe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td>023.9068878738403</td>\n",
       "      <td>+61.2805095701118</td>\n",
       "      <td>023.90687653881</td>\n",
       "      <td>+61.28050691952</td>\n",
       "      <td>509978579873632384</td>\n",
       "      <td>0.9657</td>\n",
       "      <td>-1.265</td>\n",
       "      <td>-0.616</td>\n",
       "      <td>0.311</td>\n",
       "      <td>3.78e+01</td>\n",
       "      <td>11.2390</td>\n",
       "      <td>11.1613</td>\n",
       "      <td>10.6800</td>\n",
       "      <td></td>\n",
       "      <td>128.21613141991</td>\n",
       "      <td>-1.13704742951</td>\n",
       "      <td>6038.67</td>\n",
       "      <td></td>\n",
       "      <td>4.59</td>\n",
       "      <td>25.189</td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td>023.9068765388100</td>\n",
       "      <td>+61.2805069195200</td>\n",
       "      <td>023.90687653881</td>\n",
       "      <td>+61.28050691952</td>\n",
       "      <td>509978579873632384</td>\n",
       "      <td>1021.946702895420003</td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>332</td>\n",
       "      <td>BD+60 274</td>\n",
       "      <td>Classical</td>\n",
       "      <td>01 35 37.69</td>\n",
       "      <td>61 16 49.30</td>\n",
       "      <td>10.66</td>\n",
       "      <td>B3IIIe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td>023.9072248017651</td>\n",
       "      <td>+61.2801577046769</td>\n",
       "      <td>023.90720776152</td>\n",
       "      <td>+61.28015698110</td>\n",
       "      <td>509978579881384832</td>\n",
       "      <td>0.2946</td>\n",
       "      <td>-1.902</td>\n",
       "      <td>-0.168</td>\n",
       "      <td>0.358</td>\n",
       "      <td>4.19e+01</td>\n",
       "      <td>11.3426</td>\n",
       "      <td>11.2810</td>\n",
       "      <td>10.8041</td>\n",
       "      <td></td>\n",
       "      <td>128.21634798190</td>\n",
       "      <td>-1.13736509031</td>\n",
       "      <td>6629.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td>023.9072077615200</td>\n",
       "      <td>+61.2801569811000</td>\n",
       "      <td>023.90720776152</td>\n",
       "      <td>+61.28015698110</td>\n",
       "      <td>509978579881384832</td>\n",
       "      <td>2902.099963862120148</td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>01 35 37.69,61 16 49.30</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #    Be star   Category           RA          DEC      V  Type_x  \\\n",
       "347  332  BD+60 274  Classical  01 35 37.69  61 16 49.30  10.66  B3IIIe   \n",
       "348  332  BD+60 274  Classical  01 35 37.69  61 16 49.30  10.66  B3IIIe   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "347    NaN                      0  01 35 37.69,61 16 49.30    \n",
       "348    NaN                      0  01 35 37.69,61 16 49.30    \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "347  023.9068878738403  +61.2805095701118  023.90687653881  +61.28050691952   \n",
       "348  023.9072248017651  +61.2801577046769  023.90720776152  +61.28015698110   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "347   509978579873632384      0.9657     -1.265     -0.616   0.311   3.78e+01   \n",
       "348   509978579881384832      0.2946     -1.902     -0.168   0.358   4.19e+01   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "347  11.2390  11.1613  10.6800           128.21613141991   -1.13704742951   \n",
       "348  11.3426  11.2810  10.8041           128.21634798190   -1.13736509031   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "347  6038.67             4.59     25.189  01 35 37.69,61 16 49.30    \n",
       "348  6629.00                              01 35 37.69,61 16 49.30    \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "347  023.9068765388100  +61.2805069195200  023.90687653881  +61.28050691952   \n",
       "348  023.9072077615200  +61.2801569811000  023.90720776152  +61.28015698110   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "347   509978579873632384   1021.946702895420003  01 35 37.69,61 16 49.30    \n",
       "348   509978579881384832   2902.099963862120148  01 35 37.69,61 16 49.30    \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "347                                                             \n",
       "348                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "347                                                                   \n",
       "348                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "347                                                                     \n",
       "348                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "347                                01 35 37.69,61 16 49.30                 \n",
       "348                                01 35 37.69,61 16 49.30                 \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "347                                                                          \n",
       "348                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "347                         01 35 37.69,61 16 49.30                  \n",
       "348                         01 35 37.69,61 16 49.30                  \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "347                                                                     \n",
       "348                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "347                                                                          \n",
       "348                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "347                                                                      \n",
       "348                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "347             01 35 37.69,61 16 49.30                                      \n",
       "348             01 35 37.69,61 16 49.30                                      \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "347                                                                         \n",
       "348                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "347                                                                  NaN  \n",
       "348                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>479</th>\n",
       "      <td>463</td>\n",
       "      <td>IPHAS J020826.27+625745.9</td>\n",
       "      <td>Classical</td>\n",
       "      <td>02 08 26.27</td>\n",
       "      <td>62 57 45.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td>032.1098396499852</td>\n",
       "      <td>+62.9628455920091</td>\n",
       "      <td>032.10982755779</td>\n",
       "      <td>+62.96284657051</td>\n",
       "      <td>514640131216426624</td>\n",
       "      <td>-0.2800</td>\n",
       "      <td>-1.277</td>\n",
       "      <td>0.227</td>\n",
       "      <td>0.873</td>\n",
       "      <td>1.32e+01</td>\n",
       "      <td>17.4769</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>131.55382913520</td>\n",
       "      <td>+1.38727232956</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td>032.1098275577900</td>\n",
       "      <td>+62.9628465705100</td>\n",
       "      <td>032.10982755779</td>\n",
       "      <td>+62.96284657051</td>\n",
       "      <td>514640131216426624</td>\n",
       "      <td>5112.066899620739605</td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>480</th>\n",
       "      <td>463</td>\n",
       "      <td>IPHAS J020826.27+625745.9</td>\n",
       "      <td>Classical</td>\n",
       "      <td>02 08 26.27</td>\n",
       "      <td>62 57 45.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td>032.1094243826176</td>\n",
       "      <td>+62.9627465666852</td>\n",
       "      <td>032.10941293477</td>\n",
       "      <td>+62.96274819313</td>\n",
       "      <td>514640131223596544</td>\n",
       "      <td>0.2474</td>\n",
       "      <td>-1.209</td>\n",
       "      <td>0.378</td>\n",
       "      <td>0.327</td>\n",
       "      <td>2.42e+01</td>\n",
       "      <td>14.5104</td>\n",
       "      <td>15.0553</td>\n",
       "      <td>13.6996</td>\n",
       "      <td></td>\n",
       "      <td>131.55367779184</td>\n",
       "      <td>+1.38712296608</td>\n",
       "      <td>4485.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td>032.1094129347700</td>\n",
       "      <td>+62.9627481931300</td>\n",
       "      <td>032.10941293477</td>\n",
       "      <td>+62.96274819313</td>\n",
       "      <td>514640131223596544</td>\n",
       "      <td>3562.174023608240077</td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>02 08 26.27,62 57 45.90</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                    Be star   Category           RA          DEC   V  \\\n",
       "479  463  IPHAS J020826.27+625745.9  Classical  02 08 26.27  62 57 45.90 NaN   \n",
       "480  463  IPHAS J020826.27+625745.9  Classical  02 08 26.27  62 57 45.90 NaN   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "479     A0    NaN                      0  02 08 26.27,62 57 45.90    \n",
       "480     A0    NaN                      0  02 08 26.27,62 57 45.90    \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "479  032.1098396499852  +62.9628455920091  032.10982755779  +62.96284657051   \n",
       "480  032.1094243826176  +62.9627465666852  032.10941293477  +62.96274819313   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "479   514640131216426624     -0.2800     -1.277      0.227   0.873   1.32e+01   \n",
       "480   514640131223596544      0.2474     -1.209      0.378   0.327   2.42e+01   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "479  17.4769                             131.55382913520   +1.38727232956   \n",
       "480  14.5104  15.0553  13.6996           131.55367779184   +1.38712296608   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "479                                       02 08 26.27,62 57 45.90    \n",
       "480  4485.00                              02 08 26.27,62 57 45.90    \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "479  032.1098275577900  +62.9628465705100  032.10982755779  +62.96284657051   \n",
       "480  032.1094129347700  +62.9627481931300  032.10941293477  +62.96274819313   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "479   514640131216426624   5112.066899620739605  02 08 26.27,62 57 45.90    \n",
       "480   514640131223596544   3562.174023608240077  02 08 26.27,62 57 45.90    \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "479                                                             \n",
       "480                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "479                                                                   \n",
       "480                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "479                                                                     \n",
       "480                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "479                                02 08 26.27,62 57 45.90                 \n",
       "480                                02 08 26.27,62 57 45.90                 \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "479                                                                          \n",
       "480                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "479                         02 08 26.27,62 57 45.90                  \n",
       "480                         02 08 26.27,62 57 45.90                  \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "479                                                                     \n",
       "480                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "479                                                                          \n",
       "480                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "479                                                                      \n",
       "480                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "479             02 08 26.27,62 57 45.90                                      \n",
       "480             02 08 26.27,62 57 45.90                                      \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "479                                                                         \n",
       "480                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "479                                                                  NaN  \n",
       "480                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>756</th>\n",
       "      <td>739</td>\n",
       "      <td>HD 32358</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 04 44.15</td>\n",
       "      <td>44 57 30.99</td>\n",
       "      <td>9.34</td>\n",
       "      <td>B6Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>57</td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td>076.1839780413692</td>\n",
       "      <td>+44.9585774578175</td>\n",
       "      <td>076.18398058226</td>\n",
       "      <td>+44.95859836815</td>\n",
       "      <td>205807067523449984</td>\n",
       "      <td>5.7101</td>\n",
       "      <td>0.418</td>\n",
       "      <td>4.857</td>\n",
       "      <td>1.632</td>\n",
       "      <td>6.94e+02</td>\n",
       "      <td>9.3846</td>\n",
       "      <td>9.2562</td>\n",
       "      <td>8.6854</td>\n",
       "      <td></td>\n",
       "      <td>162.18849858597</td>\n",
       "      <td>+2.26197182509</td>\n",
       "      <td>5409.00</td>\n",
       "      <td></td>\n",
       "      <td>2.32</td>\n",
       "      <td>4.157</td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td>076.1839805822600</td>\n",
       "      <td>+44.9585983681500</td>\n",
       "      <td>076.18398058226</td>\n",
       "      <td>+44.95859836815</td>\n",
       "      <td>205807067523449984</td>\n",
       "      <td>177.323198094067010</td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>757</th>\n",
       "      <td>739</td>\n",
       "      <td>HD 32358</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 04 44.15</td>\n",
       "      <td>44 57 30.99</td>\n",
       "      <td>9.34</td>\n",
       "      <td>B6Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>57</td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td>076.1840622683568</td>\n",
       "      <td>+44.9584348409558</td>\n",
       "      <td>076.18406226836</td>\n",
       "      <td>+44.95843484096</td>\n",
       "      <td>205807071819222784</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>2.738</td>\n",
       "      <td>1.36e+03</td>\n",
       "      <td>9.8483</td>\n",
       "      <td>9.2389</td>\n",
       "      <td>8.7082</td>\n",
       "      <td></td>\n",
       "      <td>162.18866385971</td>\n",
       "      <td>+2.26191882110</td>\n",
       "      <td>5095.63</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 04 44.15,44 57 30.99</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #   Be star   Category           RA          DEC     V Type_x  vsini  \\\n",
       "756  739  HD 32358  Classical  05 04 44.15  44 57 30.99  9.34   B6Ve    NaN   \n",
       "757  739  HD 32358  Classical  05 04 44.15  44 57 30.99  9.34   B6Ve    NaN   \n",
       "\n",
       "     Nb of spectra in BeSS                        _1           _RAJ2000  \\\n",
       "756                     57  05 04 44.15,44 57 30.99   076.1839780413692   \n",
       "757                     57  05 04 44.15,44 57 30.99   076.1840622683568   \n",
       "\n",
       "              _DEJ2000          RA_ICRS          DE_ICRS               Source  \\\n",
       "756  +44.9585774578175  076.18398058226  +44.95859836815   205807067523449984   \n",
       "757  +44.9584348409558  076.18406226836  +44.95843484096   205807071819222784   \n",
       "\n",
       "            Plx       pmRA       pmDE    epsi      sepsi     Gmag    BPmag  \\\n",
       "756      5.7101      0.418      4.857   1.632   6.94e+02   9.3846   9.2562   \n",
       "757                                     2.738   1.36e+03   9.8483   9.2389   \n",
       "\n",
       "       RPmag       RV             GLON             GLAT     Teff       AG  \\\n",
       "756   8.6854           162.18849858597   +2.26197182509  5409.00            \n",
       "757   8.7082           162.18866385971   +2.26191882110  5095.63            \n",
       "\n",
       "        Rad        Lum                      _1.1         _RAJ2000.1  \\\n",
       "756    2.32      4.157  05 04 44.15,44 57 30.99   076.1839805822600   \n",
       "757                     05 04 44.15,44 57 30.99                       \n",
       "\n",
       "            _DEJ2000.1        RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "756  +44.9585983681500  076.18398058226  +44.95859836815   205807067523449984   \n",
       "757                                                                             \n",
       "\n",
       "                      rest                      _1.2     _RAJ2000.2  \\\n",
       "756    177.323198094067010  05 04 44.15,44 57 30.99                   \n",
       "757                         05 04 44.15,44 57 30.99                   \n",
       "\n",
       "        _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "756                                                                  \n",
       "757                                                                  \n",
       "\n",
       "                    Fluxb                 Fluxh                 Fluxm  \\\n",
       "756                                                                     \n",
       "757                                                                     \n",
       "\n",
       "                    Fluxs                 Fluxu      HRhm      HRhs      HRms  \\\n",
       "756                                                                             \n",
       "757                                                                             \n",
       "\n",
       "                         _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2     GLAT.2  \\\n",
       "756  05 04 44.15,44 57 30.99                                                    \n",
       "757  05 04 44.15,44 57 30.99                                                    \n",
       "\n",
       "      2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "756                                                              \n",
       "757                                                              \n",
       "\n",
       "                         _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "756  05 04 44.15,44 57 30.99                                            \n",
       "757  05 04 44.15,44 57 30.99                                            \n",
       "\n",
       "      DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "756                                                                        \n",
       "757                                                                        \n",
       "\n",
       "            Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "756                                                                         \n",
       "757                                                                         \n",
       "\n",
       "            Flux8         Flux9        HR3        HR4  \\\n",
       "756                                                     \n",
       "757                                                     \n",
       "\n",
       "                         _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "756  05 04 44.15,44 57 30.99                                              \n",
       "757  05 04 44.15,44 57 30.99                                              \n",
       "\n",
       "                      Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "756                                                                        \n",
       "757                                                                        \n",
       "\n",
       "       Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "756                                                           NaN  \n",
       "757                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>771</th>\n",
       "      <td>753</td>\n",
       "      <td>[L72] LH 39-17</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 14 06.04</td>\n",
       "      <td>-69 32 27.89</td>\n",
       "      <td>15.23</td>\n",
       "      <td>B0.5Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td>078.5253172681214</td>\n",
       "      <td>-69.5410763450452</td>\n",
       "      <td>078.52534123417</td>\n",
       "      <td>-69.54107607746</td>\n",
       "      <td>4658209035461196032</td>\n",
       "      <td>-0.0236</td>\n",
       "      <td>1.946</td>\n",
       "      <td>0.062</td>\n",
       "      <td>0.251</td>\n",
       "      <td>5.44e+00</td>\n",
       "      <td>15.6178</td>\n",
       "      <td>15.4490</td>\n",
       "      <td>15.6800</td>\n",
       "      <td></td>\n",
       "      <td>280.41323285635</td>\n",
       "      <td>-33.73865560428</td>\n",
       "      <td>8562.50</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td>078.5253412341700</td>\n",
       "      <td>-69.5410760774600</td>\n",
       "      <td>078.52534123417</td>\n",
       "      <td>-69.54107607746</td>\n",
       "      <td>4658209035461196032</td>\n",
       "      <td>6804.221472419279962</td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>753</td>\n",
       "      <td>[L72] LH 39-17</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 14 06.04</td>\n",
       "      <td>-69 32 27.89</td>\n",
       "      <td>15.23</td>\n",
       "      <td>B0.5Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td>078.5246970388756</td>\n",
       "      <td>-69.5412443720366</td>\n",
       "      <td>078.52469703888</td>\n",
       "      <td>-69.54124437204</td>\n",
       "      <td>4658209039840488576</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>5.664</td>\n",
       "      <td>1.85e+01</td>\n",
       "      <td>19.5514</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>280.41349019089</td>\n",
       "      <td>-33.73883789657</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 14 06.04,-69 32 27.89</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #         Be star   Category           RA           DEC      V  Type_x  \\\n",
       "771  753  [L72] LH 39-17  Classical  05 14 06.04  -69 32 27.89  15.23  B0.5Ve   \n",
       "772  753  [L72] LH 39-17  Classical  05 14 06.04  -69 32 27.89  15.23  B0.5Ve   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "771    NaN                      0  05 14 06.04,-69 32 27.89   \n",
       "772    NaN                      0  05 14 06.04,-69 32 27.89   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "771  078.5253172681214  -69.5410763450452  078.52534123417  -69.54107607746   \n",
       "772  078.5246970388756  -69.5412443720366  078.52469703888  -69.54124437204   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "771  4658209035461196032     -0.0236      1.946      0.062   0.251   5.44e+00   \n",
       "772  4658209039840488576                                     5.664   1.85e+01   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "771  15.6178  15.4490  15.6800           280.41323285635  -33.73865560428   \n",
       "772  19.5514                             280.41349019089  -33.73883789657   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "771  8562.50                              05 14 06.04,-69 32 27.89   \n",
       "772                                       05 14 06.04,-69 32 27.89   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "771  078.5253412341700  -69.5410760774600  078.52534123417  -69.54107607746   \n",
       "772                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "771  4658209035461196032   6804.221472419279962  05 14 06.04,-69 32 27.89   \n",
       "772                                              05 14 06.04,-69 32 27.89   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "771                                                             \n",
       "772                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "771                                                                   \n",
       "772                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "771                                                                     \n",
       "772                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "771                                05 14 06.04,-69 32 27.89                \n",
       "772                                05 14 06.04,-69 32 27.89                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "771                                                                          \n",
       "772                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "771                         05 14 06.04,-69 32 27.89                 \n",
       "772                         05 14 06.04,-69 32 27.89                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "771                                                                     \n",
       "772                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "771                                                                          \n",
       "772                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "771                                                                      \n",
       "772                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "771             05 14 06.04,-69 32 27.89                                     \n",
       "772             05 14 06.04,-69 32 27.89                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "771                                                                         \n",
       "772                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "771                                                                  NaN  \n",
       "772                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>832</th>\n",
       "      <td>813</td>\n",
       "      <td>Cl* NGC 2004 KWBBE 554</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 30 19.79</td>\n",
       "      <td>-67 17 05.02</td>\n",
       "      <td>16.74</td>\n",
       "      <td>B2.5Ve</td>\n",
       "      <td>47.0</td>\n",
       "      <td>0</td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td>082.5823623046541</td>\n",
       "      <td>-67.2848841738013</td>\n",
       "      <td>082.58237970009</td>\n",
       "      <td>-67.28488402466</td>\n",
       "      <td>4660179708211442048</td>\n",
       "      <td>-0.0069</td>\n",
       "      <td>1.560</td>\n",
       "      <td>0.035</td>\n",
       "      <td>0.810</td>\n",
       "      <td>2.13e+01</td>\n",
       "      <td>16.7894</td>\n",
       "      <td>16.4659</td>\n",
       "      <td>16.7241</td>\n",
       "      <td></td>\n",
       "      <td>277.44739428206</td>\n",
       "      <td>-32.66444002762</td>\n",
       "      <td>9552.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td>082.5823797000900</td>\n",
       "      <td>-67.2848840246600</td>\n",
       "      <td>082.58237970009</td>\n",
       "      <td>-67.28488402466</td>\n",
       "      <td>4660179708211442048</td>\n",
       "      <td>4169.394984912019936</td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>833</th>\n",
       "      <td>813</td>\n",
       "      <td>Cl* NGC 2004 KWBBE 554</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 30 19.79</td>\n",
       "      <td>-67 17 05.02</td>\n",
       "      <td>16.74</td>\n",
       "      <td>B2.5Ve</td>\n",
       "      <td>47.0</td>\n",
       "      <td>0</td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td>082.5826462816025</td>\n",
       "      <td>-67.2845117339426</td>\n",
       "      <td>082.58267172137</td>\n",
       "      <td>-67.28450663776</td>\n",
       "      <td>4660179742598048896</td>\n",
       "      <td>0.1548</td>\n",
       "      <td>2.282</td>\n",
       "      <td>1.184</td>\n",
       "      <td>0.633</td>\n",
       "      <td>5.31e+00</td>\n",
       "      <td>17.5666</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>277.44693247848</td>\n",
       "      <td>-32.66437680967</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td>082.5826717213700</td>\n",
       "      <td>-67.2845066377600</td>\n",
       "      <td>082.58267172137</td>\n",
       "      <td>-67.28450663776</td>\n",
       "      <td>4660179742598048896</td>\n",
       "      <td>2880.245039518929843</td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 19.79,-67 17 05.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Be star   Category           RA           DEC      V  \\\n",
       "832  813  Cl* NGC 2004 KWBBE 554  Classical  05 30 19.79  -67 17 05.02  16.74   \n",
       "833  813  Cl* NGC 2004 KWBBE 554  Classical  05 30 19.79  -67 17 05.02  16.74   \n",
       "\n",
       "     Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "832  B2.5Ve   47.0                      0  05 30 19.79,-67 17 05.02   \n",
       "833  B2.5Ve   47.0                      0  05 30 19.79,-67 17 05.02   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "832  082.5823623046541  -67.2848841738013  082.58237970009  -67.28488402466   \n",
       "833  082.5826462816025  -67.2845117339426  082.58267172137  -67.28450663776   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "832  4660179708211442048     -0.0069      1.560      0.035   0.810   2.13e+01   \n",
       "833  4660179742598048896      0.1548      2.282      1.184   0.633   5.31e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "832  16.7894  16.4659  16.7241           277.44739428206  -32.66444002762   \n",
       "833  17.5666                             277.44693247848  -32.66437680967   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "832  9552.33                              05 30 19.79,-67 17 05.02   \n",
       "833                                       05 30 19.79,-67 17 05.02   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "832  082.5823797000900  -67.2848840246600  082.58237970009  -67.28488402466   \n",
       "833  082.5826717213700  -67.2845066377600  082.58267172137  -67.28450663776   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "832  4660179708211442048   4169.394984912019936  05 30 19.79,-67 17 05.02   \n",
       "833  4660179742598048896   2880.245039518929843  05 30 19.79,-67 17 05.02   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "832                                                             \n",
       "833                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "832                                                                   \n",
       "833                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "832                                                                     \n",
       "833                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "832                                05 30 19.79,-67 17 05.02                \n",
       "833                                05 30 19.79,-67 17 05.02                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "832                                                                          \n",
       "833                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "832                         05 30 19.79,-67 17 05.02                 \n",
       "833                         05 30 19.79,-67 17 05.02                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "832                                                                     \n",
       "833                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "832                                                                          \n",
       "833                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "832                                                                      \n",
       "833                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "832             05 30 19.79,-67 17 05.02                                     \n",
       "833             05 30 19.79,-67 17 05.02                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "832                                                                         \n",
       "833                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "832                                                                  NaN  \n",
       "833                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>855</th>\n",
       "      <td>835</td>\n",
       "      <td>Cl* NGC 2004 KWBBE 374</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 30 47.80</td>\n",
       "      <td>-67 11 36.43</td>\n",
       "      <td>16.37</td>\n",
       "      <td>B2Ve</td>\n",
       "      <td>337.0</td>\n",
       "      <td>2</td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td>082.6986613626755</td>\n",
       "      <td>-67.1934566485745</td>\n",
       "      <td>082.69867727820</td>\n",
       "      <td>-67.19345503554</td>\n",
       "      <td>4660181769822771200</td>\n",
       "      <td>-0.1085</td>\n",
       "      <td>1.433</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.533</td>\n",
       "      <td>2.78e+00</td>\n",
       "      <td>17.5722</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>277.33288825874</td>\n",
       "      <td>-32.63145523419</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td>082.6993953960000</td>\n",
       "      <td>-67.1934724068200</td>\n",
       "      <td>082.69939539600</td>\n",
       "      <td>-67.19347240682</td>\n",
       "      <td>4660181769796320000</td>\n",
       "      <td>4424.348415669969654</td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>856</th>\n",
       "      <td>835</td>\n",
       "      <td>Cl* NGC 2004 KWBBE 374</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 30 47.80</td>\n",
       "      <td>-67 11 36.43</td>\n",
       "      <td>16.37</td>\n",
       "      <td>B2Ve</td>\n",
       "      <td>337.0</td>\n",
       "      <td>2</td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td>082.6993845077113</td>\n",
       "      <td>-67.1934835660320</td>\n",
       "      <td>082.69939539600</td>\n",
       "      <td>-67.19347240682</td>\n",
       "      <td>4660181769796320000</td>\n",
       "      <td>-0.0086</td>\n",
       "      <td>0.980</td>\n",
       "      <td>2.592</td>\n",
       "      <td>0.601</td>\n",
       "      <td>1.24e+01</td>\n",
       "      <td>16.6560</td>\n",
       "      <td>16.1711</td>\n",
       "      <td>16.4667</td>\n",
       "      <td></td>\n",
       "      <td>277.33286711713</td>\n",
       "      <td>-32.63117690421</td>\n",
       "      <td>9191.00</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td>082.6986772782000</td>\n",
       "      <td>-67.1934550355400</td>\n",
       "      <td>082.69867727820</td>\n",
       "      <td>-67.19345503554</td>\n",
       "      <td>4660181769822771200</td>\n",
       "      <td>3611.478935335960159</td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 30 47.80,-67 11 36.43</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Be star   Category           RA           DEC      V  \\\n",
       "855  835  Cl* NGC 2004 KWBBE 374  Classical  05 30 47.80  -67 11 36.43  16.37   \n",
       "856  835  Cl* NGC 2004 KWBBE 374  Classical  05 30 47.80  -67 11 36.43  16.37   \n",
       "\n",
       "    Type_x  vsini  Nb of spectra in BeSS                        _1  \\\n",
       "855   B2Ve  337.0                      2  05 30 47.80,-67 11 36.43   \n",
       "856   B2Ve  337.0                      2  05 30 47.80,-67 11 36.43   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "855  082.6986613626755  -67.1934566485745  082.69867727820  -67.19345503554   \n",
       "856  082.6993845077113  -67.1934835660320  082.69939539600  -67.19347240682   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "855  4660181769822771200     -0.1085      1.433      0.375   0.533   2.78e+00   \n",
       "856  4660181769796320000     -0.0086      0.980      2.592   0.601   1.24e+01   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "855  17.5722                             277.33288825874  -32.63145523419   \n",
       "856  16.6560  16.1711  16.4667           277.33286711713  -32.63117690421   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "855                                       05 30 47.80,-67 11 36.43   \n",
       "856  9191.00                              05 30 47.80,-67 11 36.43   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "855  082.6993953960000  -67.1934724068200  082.69939539600  -67.19347240682   \n",
       "856  082.6986772782000  -67.1934550355400  082.69867727820  -67.19345503554   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "855  4660181769796320000   4424.348415669969654  05 30 47.80,-67 11 36.43   \n",
       "856  4660181769822771200   3611.478935335960159  05 30 47.80,-67 11 36.43   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "855                                                             \n",
       "856                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "855                                                                   \n",
       "856                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "855                                                                     \n",
       "856                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "855                                05 30 47.80,-67 11 36.43                \n",
       "856                                05 30 47.80,-67 11 36.43                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "855                                                                          \n",
       "856                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "855                         05 30 47.80,-67 11 36.43                 \n",
       "856                         05 30 47.80,-67 11 36.43                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "855                                                                     \n",
       "856                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "855                                                                          \n",
       "856                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "855                                                                      \n",
       "856                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "855             05 30 47.80,-67 11 36.43                                     \n",
       "856             05 30 47.80,-67 11 36.43                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "855                                                                         \n",
       "856                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "855                                                                  NaN  \n",
       "856                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>880</th>\n",
       "      <td>859</td>\n",
       "      <td>HD 37115</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 35 54.08</td>\n",
       "      <td>-05 37 42.33</td>\n",
       "      <td>7.16</td>\n",
       "      <td>B6Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>78</td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td>083.9753581982657</td>\n",
       "      <td>-05.6286030502249</td>\n",
       "      <td>083.97538239878</td>\n",
       "      <td>-05.62863334869</td>\n",
       "      <td>3017342485409179392</td>\n",
       "      <td>6.5366</td>\n",
       "      <td>5.594</td>\n",
       "      <td>-7.037</td>\n",
       "      <td>2.481</td>\n",
       "      <td>7.54e+02</td>\n",
       "      <td>8.3809</td>\n",
       "      <td>7.0402</td>\n",
       "      <td>7.1257</td>\n",
       "      <td></td>\n",
       "      <td>209.31141972700</td>\n",
       "      <td>-19.35274624004</td>\n",
       "      <td>5095.63</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td>083.9753823987800</td>\n",
       "      <td>-05.6286333486900</td>\n",
       "      <td>083.97538239878</td>\n",
       "      <td>-05.62863334869</td>\n",
       "      <td>3017342485409179392</td>\n",
       "      <td>158.113713047190004</td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>881</th>\n",
       "      <td>859</td>\n",
       "      <td>HD 37115</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 35 54.08</td>\n",
       "      <td>-05 37 42.33</td>\n",
       "      <td>7.16</td>\n",
       "      <td>B6Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>78</td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td>083.9753385031370</td>\n",
       "      <td>-05.6284011329734</td>\n",
       "      <td>083.97534388282</td>\n",
       "      <td>-05.62839766435</td>\n",
       "      <td>3017342485415388160</td>\n",
       "      <td>2.7771</td>\n",
       "      <td>1.243</td>\n",
       "      <td>0.806</td>\n",
       "      <td>0.454</td>\n",
       "      <td>5.34e+01</td>\n",
       "      <td>7.3143</td>\n",
       "      <td>7.0050</td>\n",
       "      <td>7.1770</td>\n",
       "      <td></td>\n",
       "      <td>209.31117845488</td>\n",
       "      <td>-19.35267415247</td>\n",
       "      <td>9508.67</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td>083.9753438828200</td>\n",
       "      <td>-05.6283976643500</td>\n",
       "      <td>083.97534388282</td>\n",
       "      <td>-05.62839766435</td>\n",
       "      <td>3017342485415388160</td>\n",
       "      <td>357.846159408248013</td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 35 54.08,-05 37 42.33</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #   Be star   Category           RA           DEC     V Type_x  vsini  \\\n",
       "880  859  HD 37115  Classical  05 35 54.08  -05 37 42.33  7.16   B6Ve    NaN   \n",
       "881  859  HD 37115  Classical  05 35 54.08  -05 37 42.33  7.16   B6Ve    NaN   \n",
       "\n",
       "     Nb of spectra in BeSS                        _1           _RAJ2000  \\\n",
       "880                     78  05 35 54.08,-05 37 42.33  083.9753581982657   \n",
       "881                     78  05 35 54.08,-05 37 42.33  083.9753385031370   \n",
       "\n",
       "              _DEJ2000          RA_ICRS          DE_ICRS               Source  \\\n",
       "880  -05.6286030502249  083.97538239878  -05.62863334869  3017342485409179392   \n",
       "881  -05.6284011329734  083.97534388282  -05.62839766435  3017342485415388160   \n",
       "\n",
       "            Plx       pmRA       pmDE    epsi      sepsi     Gmag    BPmag  \\\n",
       "880      6.5366      5.594     -7.037   2.481   7.54e+02   8.3809   7.0402   \n",
       "881      2.7771      1.243      0.806   0.454   5.34e+01   7.3143   7.0050   \n",
       "\n",
       "       RPmag       RV             GLON             GLAT     Teff       AG  \\\n",
       "880   7.1257           209.31141972700  -19.35274624004  5095.63            \n",
       "881   7.1770           209.31117845488  -19.35267415247  9508.67            \n",
       "\n",
       "        Rad        Lum                      _1.1         _RAJ2000.1  \\\n",
       "880                     05 35 54.08,-05 37 42.33  083.9753823987800   \n",
       "881                     05 35 54.08,-05 37 42.33  083.9753438828200   \n",
       "\n",
       "            _DEJ2000.1        RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "880  -05.6286333486900  083.97538239878  -05.62863334869  3017342485409179392   \n",
       "881  -05.6283976643500  083.97534388282  -05.62839766435  3017342485415388160   \n",
       "\n",
       "                      rest                      _1.2     _RAJ2000.2  \\\n",
       "880    158.113713047190004  05 35 54.08,-05 37 42.33                  \n",
       "881    357.846159408248013  05 35 54.08,-05 37 42.33                  \n",
       "\n",
       "        _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "880                                                                  \n",
       "881                                                                  \n",
       "\n",
       "                    Fluxb                 Fluxh                 Fluxm  \\\n",
       "880                                                                     \n",
       "881                                                                     \n",
       "\n",
       "                    Fluxs                 Fluxu      HRhm      HRhs      HRms  \\\n",
       "880                                                                             \n",
       "881                                                                             \n",
       "\n",
       "                         _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2     GLAT.2  \\\n",
       "880  05 35 54.08,-05 37 42.33                                                   \n",
       "881  05 35 54.08,-05 37 42.33                                                   \n",
       "\n",
       "      2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "880                                                              \n",
       "881                                                              \n",
       "\n",
       "                         _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "880  05 35 54.08,-05 37 42.33                                           \n",
       "881  05 35 54.08,-05 37 42.33                                           \n",
       "\n",
       "      DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "880                                                                        \n",
       "881                                                                        \n",
       "\n",
       "            Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "880                                                                         \n",
       "881                                                                         \n",
       "\n",
       "            Flux8         Flux9        HR3        HR4  \\\n",
       "880                                                     \n",
       "881                                                     \n",
       "\n",
       "                         _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "880  05 35 54.08,-05 37 42.33                                             \n",
       "881  05 35 54.08,-05 37 42.33                                             \n",
       "\n",
       "                      Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "880                                                                        \n",
       "881                                                                        \n",
       "\n",
       "       Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "880                                                           NaN  \n",
       "881                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>896</th>\n",
       "      <td>874</td>\n",
       "      <td>[GC2000] Be13</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 15.70</td>\n",
       "      <td>-69 03 52.92</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td>084.5655126301932</td>\n",
       "      <td>-69.0649129572024</td>\n",
       "      <td>084.56552990585</td>\n",
       "      <td>-69.06491187119</td>\n",
       "      <td>4657686565599370240</td>\n",
       "      <td>-0.2855</td>\n",
       "      <td>1.434</td>\n",
       "      <td>0.252</td>\n",
       "      <td>1.221</td>\n",
       "      <td>1.97e+01</td>\n",
       "      <td>17.4373</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>279.42844056321</td>\n",
       "      <td>-31.71542163235</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td>084.5655299058500</td>\n",
       "      <td>-69.0649118711900</td>\n",
       "      <td>084.56552990585</td>\n",
       "      <td>-69.06491187119</td>\n",
       "      <td>4657686565599370240</td>\n",
       "      <td>3679.770724774290102</td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>897</th>\n",
       "      <td>874</td>\n",
       "      <td>[GC2000] Be13</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 15.70</td>\n",
       "      <td>-69 03 52.92</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td>084.5650230728919</td>\n",
       "      <td>-69.0645337269108</td>\n",
       "      <td>084.56504116800</td>\n",
       "      <td>-69.06452927430</td>\n",
       "      <td>4657686565620133888</td>\n",
       "      <td>-0.1086</td>\n",
       "      <td>1.502</td>\n",
       "      <td>1.034</td>\n",
       "      <td>0.601</td>\n",
       "      <td>3.67e+00</td>\n",
       "      <td>17.6375</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>279.42801744527</td>\n",
       "      <td>-31.71563917545</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td>084.5650411680000</td>\n",
       "      <td>-69.0645292743000</td>\n",
       "      <td>084.56504116800</td>\n",
       "      <td>-69.06452927430</td>\n",
       "      <td>4657686565620133888</td>\n",
       "      <td>3875.091012919890090</td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 15.70,-69 03 52.92</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #        Be star   Category           RA           DEC   V Type_x  \\\n",
       "896  874  [GC2000] Be13  Classical  05 38 15.70  -69 03 52.92 NaN     Be   \n",
       "897  874  [GC2000] Be13  Classical  05 38 15.70  -69 03 52.92 NaN     Be   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "896    NaN                      0  05 38 15.70,-69 03 52.92   \n",
       "897    NaN                      0  05 38 15.70,-69 03 52.92   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "896  084.5655126301932  -69.0649129572024  084.56552990585  -69.06491187119   \n",
       "897  084.5650230728919  -69.0645337269108  084.56504116800  -69.06452927430   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "896  4657686565599370240     -0.2855      1.434      0.252   1.221   1.97e+01   \n",
       "897  4657686565620133888     -0.1086      1.502      1.034   0.601   3.67e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "896  17.4373                             279.42844056321  -31.71542163235   \n",
       "897  17.6375                             279.42801744527  -31.71563917545   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "896                                       05 38 15.70,-69 03 52.92   \n",
       "897                                       05 38 15.70,-69 03 52.92   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "896  084.5655299058500  -69.0649118711900  084.56552990585  -69.06491187119   \n",
       "897  084.5650411680000  -69.0645292743000  084.56504116800  -69.06452927430   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "896  4657686565599370240   3679.770724774290102  05 38 15.70,-69 03 52.92   \n",
       "897  4657686565620133888   3875.091012919890090  05 38 15.70,-69 03 52.92   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "896                                                             \n",
       "897                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "896                                                                   \n",
       "897                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "896                                                                     \n",
       "897                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "896                                05 38 15.70,-69 03 52.92                \n",
       "897                                05 38 15.70,-69 03 52.92                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "896                                                                          \n",
       "897                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "896                         05 38 15.70,-69 03 52.92                 \n",
       "897                         05 38 15.70,-69 03 52.92                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "896                                                                     \n",
       "897                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "896                                                                          \n",
       "897                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "896                                                                      \n",
       "897                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "896             05 38 15.70,-69 03 52.92                                     \n",
       "897             05 38 15.70,-69 03 52.92                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "896                                                                         \n",
       "897                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "896                                                                  NaN  \n",
       "897                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>900</th>\n",
       "      <td>877</td>\n",
       "      <td>[GC2000] Be19</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 16.30</td>\n",
       "      <td>-69 03 56.88</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td>084.5675596618803</td>\n",
       "      <td>-69.0656472170005</td>\n",
       "      <td>084.56759208599</td>\n",
       "      <td>-69.06563298589</td>\n",
       "      <td>4657686565620138752</td>\n",
       "      <td>1.6615</td>\n",
       "      <td>2.691</td>\n",
       "      <td>3.305</td>\n",
       "      <td>2.281</td>\n",
       "      <td>2.38e+01</td>\n",
       "      <td>18.1032</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>279.42918285549</td>\n",
       "      <td>-31.71460665299</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td>084.5675920859900</td>\n",
       "      <td>-69.0656329858900</td>\n",
       "      <td>084.56759208599</td>\n",
       "      <td>-69.06563298589</td>\n",
       "      <td>4657686565620138752</td>\n",
       "      <td>643.258957348179024</td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>901</th>\n",
       "      <td>877</td>\n",
       "      <td>[GC2000] Be19</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 16.30</td>\n",
       "      <td>-69 03 56.88</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td>084.5676427315270</td>\n",
       "      <td>-69.0658672481608</td>\n",
       "      <td>084.56764273153</td>\n",
       "      <td>-69.06586724816</td>\n",
       "      <td>4657686565620138368</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>1.239</td>\n",
       "      <td>4.63e+00</td>\n",
       "      <td>18.3280</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>279.42945395656</td>\n",
       "      <td>-31.71456169865</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.30,-69 03 56.88</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #        Be star   Category           RA           DEC   V Type_x  \\\n",
       "900  877  [GC2000] Be19  Classical  05 38 16.30  -69 03 56.88 NaN     Be   \n",
       "901  877  [GC2000] Be19  Classical  05 38 16.30  -69 03 56.88 NaN     Be   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "900    NaN                      0  05 38 16.30,-69 03 56.88   \n",
       "901    NaN                      0  05 38 16.30,-69 03 56.88   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "900  084.5675596618803  -69.0656472170005  084.56759208599  -69.06563298589   \n",
       "901  084.5676427315270  -69.0658672481608  084.56764273153  -69.06586724816   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "900  4657686565620138752      1.6615      2.691      3.305   2.281   2.38e+01   \n",
       "901  4657686565620138368                                     1.239   4.63e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "900  18.1032                             279.42918285549  -31.71460665299   \n",
       "901  18.3280                             279.42945395656  -31.71456169865   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "900                                       05 38 16.30,-69 03 56.88   \n",
       "901                                       05 38 16.30,-69 03 56.88   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "900  084.5675920859900  -69.0656329858900  084.56759208599  -69.06563298589   \n",
       "901                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "900  4657686565620138752    643.258957348179024  05 38 16.30,-69 03 56.88   \n",
       "901                                              05 38 16.30,-69 03 56.88   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "900                                                             \n",
       "901                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "900                                                                   \n",
       "901                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "900                                                                     \n",
       "901                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "900                                05 38 16.30,-69 03 56.88                \n",
       "901                                05 38 16.30,-69 03 56.88                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "900                                                                          \n",
       "901                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "900                         05 38 16.30,-69 03 56.88                 \n",
       "901                         05 38 16.30,-69 03 56.88                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "900                                                                     \n",
       "901                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "900                                                                          \n",
       "901                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "900                                                                      \n",
       "901                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "900             05 38 16.30,-69 03 56.88                                     \n",
       "901             05 38 16.30,-69 03 56.88                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "900                                                                         \n",
       "901                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "900                                                                  NaN  \n",
       "901                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>904</th>\n",
       "      <td>880</td>\n",
       "      <td>[GC2000] Be7</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 16.80</td>\n",
       "      <td>-69 03 56.16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td>084.5701225339993</td>\n",
       "      <td>-69.0658478603904</td>\n",
       "      <td>084.57015065342</td>\n",
       "      <td>-69.06584270559</td>\n",
       "      <td>4657686359461700480</td>\n",
       "      <td>-0.0998</td>\n",
       "      <td>2.333</td>\n",
       "      <td>1.197</td>\n",
       "      <td>0.568</td>\n",
       "      <td>1.52e+01</td>\n",
       "      <td>16.1776</td>\n",
       "      <td>15.4232</td>\n",
       "      <td>15.2393</td>\n",
       "      <td></td>\n",
       "      <td>279.42930400786</td>\n",
       "      <td>-31.71367441773</td>\n",
       "      <td>5095.63</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td>084.5701506534200</td>\n",
       "      <td>-69.0658427055900</td>\n",
       "      <td>084.57015065342</td>\n",
       "      <td>-69.06584270559</td>\n",
       "      <td>4657686359461700480</td>\n",
       "      <td>5409.734921457419659</td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>905</th>\n",
       "      <td>880</td>\n",
       "      <td>[GC2000] Be7</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 16.80</td>\n",
       "      <td>-69 03 56.16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td>084.5701614549337</td>\n",
       "      <td>-69.0654241301733</td>\n",
       "      <td>084.57019732955</td>\n",
       "      <td>-69.06542542273</td>\n",
       "      <td>4657686359461700992</td>\n",
       "      <td>0.2215</td>\n",
       "      <td>2.977</td>\n",
       "      <td>-0.300</td>\n",
       "      <td>0.592</td>\n",
       "      <td>4.74e+00</td>\n",
       "      <td>17.0815</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>279.42881448691</td>\n",
       "      <td>-31.71370589026</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td>084.5701973295500</td>\n",
       "      <td>-69.0654254227300</td>\n",
       "      <td>084.57019732955</td>\n",
       "      <td>-69.06542542273</td>\n",
       "      <td>4657686359461700992</td>\n",
       "      <td>2593.519991492460122</td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 16.80,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #       Be star   Category           RA           DEC   V Type_x  \\\n",
       "904  880  [GC2000] Be7  Classical  05 38 16.80  -69 03 56.16 NaN     Be   \n",
       "905  880  [GC2000] Be7  Classical  05 38 16.80  -69 03 56.16 NaN     Be   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "904    NaN                      0  05 38 16.80,-69 03 56.16   \n",
       "905    NaN                      0  05 38 16.80,-69 03 56.16   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "904  084.5701225339993  -69.0658478603904  084.57015065342  -69.06584270559   \n",
       "905  084.5701614549337  -69.0654241301733  084.57019732955  -69.06542542273   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "904  4657686359461700480     -0.0998      2.333      1.197   0.568   1.52e+01   \n",
       "905  4657686359461700992      0.2215      2.977     -0.300   0.592   4.74e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "904  16.1776  15.4232  15.2393           279.42930400786  -31.71367441773   \n",
       "905  17.0815                             279.42881448691  -31.71370589026   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "904  5095.63                              05 38 16.80,-69 03 56.16   \n",
       "905                                       05 38 16.80,-69 03 56.16   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "904  084.5701506534200  -69.0658427055900  084.57015065342  -69.06584270559   \n",
       "905  084.5701973295500  -69.0654254227300  084.57019732955  -69.06542542273   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "904  4657686359461700480   5409.734921457419659  05 38 16.80,-69 03 56.16   \n",
       "905  4657686359461700992   2593.519991492460122  05 38 16.80,-69 03 56.16   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "904                                                             \n",
       "905                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "904                                                                   \n",
       "905                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "904                                                                     \n",
       "905                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "904                                05 38 16.80,-69 03 56.16                \n",
       "905                                05 38 16.80,-69 03 56.16                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "904                                                                          \n",
       "905                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "904                         05 38 16.80,-69 03 56.16                 \n",
       "905                         05 38 16.80,-69 03 56.16                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "904                                                                     \n",
       "905                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "904                                                                          \n",
       "905                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "904                                                                      \n",
       "905                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "904             05 38 16.80,-69 03 56.16                                     \n",
       "905             05 38 16.80,-69 03 56.16                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "904                                                                         \n",
       "905                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "904                                                                  NaN  \n",
       "905                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>910</th>\n",
       "      <td>885</td>\n",
       "      <td>[GC2000] Be16</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 17.59</td>\n",
       "      <td>-69 03 56.16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td>084.5732094453981</td>\n",
       "      <td>-69.0658300789348</td>\n",
       "      <td>084.57320944540</td>\n",
       "      <td>-69.06583007893</td>\n",
       "      <td>4657686359440944512</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>2.303</td>\n",
       "      <td>2.36e+01</td>\n",
       "      <td>17.7296</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>279.42914139311</td>\n",
       "      <td>-31.71259024357</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>911</th>\n",
       "      <td>885</td>\n",
       "      <td>[GC2000] Be16</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 17.59</td>\n",
       "      <td>-69 03 56.16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td>084.5736150988746</td>\n",
       "      <td>-69.0657935700353</td>\n",
       "      <td>084.57361509887</td>\n",
       "      <td>-69.06579357004</td>\n",
       "      <td>4657686359461710848</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>10.114</td>\n",
       "      <td>1.04e+03</td>\n",
       "      <td>17.2473</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>279.42907915634</td>\n",
       "      <td>-31.71245046937</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 17.59,-69 03 56.16</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #        Be star   Category           RA           DEC   V Type_x  \\\n",
       "910  885  [GC2000] Be16  Classical  05 38 17.59  -69 03 56.16 NaN     Be   \n",
       "911  885  [GC2000] Be16  Classical  05 38 17.59  -69 03 56.16 NaN     Be   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "910    NaN                      0  05 38 17.59,-69 03 56.16   \n",
       "911    NaN                      0  05 38 17.59,-69 03 56.16   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "910  084.5732094453981  -69.0658300789348  084.57320944540  -69.06583007893   \n",
       "911  084.5736150988746  -69.0657935700353  084.57361509887  -69.06579357004   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "910  4657686359440944512                                     2.303   2.36e+01   \n",
       "911  4657686359461710848                                    10.114   1.04e+03   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "910  17.7296                             279.42914139311  -31.71259024357   \n",
       "911  17.2473                             279.42907915634  -31.71245046937   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "910                                       05 38 17.59,-69 03 56.16   \n",
       "911                                       05 38 17.59,-69 03 56.16   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "910                                                                           \n",
       "911                                                                           \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "910                                              05 38 17.59,-69 03 56.16   \n",
       "911                                              05 38 17.59,-69 03 56.16   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "910                                                             \n",
       "911                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "910                                                                   \n",
       "911                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "910                                                                     \n",
       "911                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "910                                05 38 17.59,-69 03 56.16                \n",
       "911                                05 38 17.59,-69 03 56.16                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "910                                                                          \n",
       "911                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "910                         05 38 17.59,-69 03 56.16                 \n",
       "911                         05 38 17.59,-69 03 56.16                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "910                                                                     \n",
       "911                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "910                                                                          \n",
       "911                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "910                                                                      \n",
       "911                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "910             05 38 17.59,-69 03 56.16                                     \n",
       "911             05 38 17.59,-69 03 56.16                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "910                                                                         \n",
       "911                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "910                                                                  NaN  \n",
       "911                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>915</th>\n",
       "      <td>889</td>\n",
       "      <td>[GC2000] Be3</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 18.79</td>\n",
       "      <td>-69 03 59.04</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B4IIe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td>084.5785415391185</td>\n",
       "      <td>-69.0665697035035</td>\n",
       "      <td>084.57855940688</td>\n",
       "      <td>-69.06656737527</td>\n",
       "      <td>4657686359440941568</td>\n",
       "      <td>0.0802</td>\n",
       "      <td>1.483</td>\n",
       "      <td>0.541</td>\n",
       "      <td>0.346</td>\n",
       "      <td>6.18e+00</td>\n",
       "      <td>15.9036</td>\n",
       "      <td>15.1608</td>\n",
       "      <td>15.0319</td>\n",
       "      <td></td>\n",
       "      <td>279.42974385344</td>\n",
       "      <td>-31.71060663583</td>\n",
       "      <td>5163.20</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td>084.5785594068800</td>\n",
       "      <td>-69.0665673752700</td>\n",
       "      <td>084.57855940688</td>\n",
       "      <td>-69.06656737527</td>\n",
       "      <td>4657686359440941568</td>\n",
       "      <td>4064.879947167809860</td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>916</th>\n",
       "      <td>889</td>\n",
       "      <td>[GC2000] Be3</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 18.79</td>\n",
       "      <td>-69 03 59.04</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B4IIe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td>084.5778827893377</td>\n",
       "      <td>-69.0664018265071</td>\n",
       "      <td>084.57790492038</td>\n",
       "      <td>-69.06639877174</td>\n",
       "      <td>4657686359440941952</td>\n",
       "      <td>0.0860</td>\n",
       "      <td>1.836</td>\n",
       "      <td>0.709</td>\n",
       "      <td>0.217</td>\n",
       "      <td>1.94e+00</td>\n",
       "      <td>16.1891</td>\n",
       "      <td>15.2212</td>\n",
       "      <td>15.0153</td>\n",
       "      <td></td>\n",
       "      <td>279.42957858726</td>\n",
       "      <td>-31.71085831142</td>\n",
       "      <td>5095.63</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td>084.5779049203800</td>\n",
       "      <td>-69.0663987717400</td>\n",
       "      <td>084.57790492038</td>\n",
       "      <td>-69.06639877174</td>\n",
       "      <td>4657686359440941952</td>\n",
       "      <td>4478.994688454939933</td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 18.79,-69 03 59.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #       Be star   Category           RA           DEC   V Type_x  \\\n",
       "915  889  [GC2000] Be3  Classical  05 38 18.79  -69 03 59.04 NaN  B4IIe   \n",
       "916  889  [GC2000] Be3  Classical  05 38 18.79  -69 03 59.04 NaN  B4IIe   \n",
       "\n",
       "     vsini  Nb of spectra in BeSS                        _1  \\\n",
       "915    NaN                      0  05 38 18.79,-69 03 59.04   \n",
       "916    NaN                      0  05 38 18.79,-69 03 59.04   \n",
       "\n",
       "              _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "915  084.5785415391185  -69.0665697035035  084.57855940688  -69.06656737527   \n",
       "916  084.5778827893377  -69.0664018265071  084.57790492038  -69.06639877174   \n",
       "\n",
       "                  Source         Plx       pmRA       pmDE    epsi      sepsi  \\\n",
       "915  4657686359440941568      0.0802      1.483      0.541   0.346   6.18e+00   \n",
       "916  4657686359440941952      0.0860      1.836      0.709   0.217   1.94e+00   \n",
       "\n",
       "        Gmag    BPmag    RPmag       RV             GLON             GLAT  \\\n",
       "915  15.9036  15.1608  15.0319           279.42974385344  -31.71060663583   \n",
       "916  16.1891  15.2212  15.0153           279.42957858726  -31.71085831142   \n",
       "\n",
       "        Teff       AG     Rad        Lum                      _1.1  \\\n",
       "915  5163.20                              05 38 18.79,-69 03 59.04   \n",
       "916  5095.63                              05 38 18.79,-69 03 59.04   \n",
       "\n",
       "            _RAJ2000.1         _DEJ2000.1        RA_ICRS.1        DE_ICRS.1  \\\n",
       "915  084.5785594068800  -69.0665673752700  084.57855940688  -69.06656737527   \n",
       "916  084.5779049203800  -69.0663987717400  084.57790492038  -69.06639877174   \n",
       "\n",
       "                Source.1                   rest                      _1.2  \\\n",
       "915  4657686359440941568   4064.879947167809860  05 38 18.79,-69 03 59.04   \n",
       "916  4657686359440941952   4478.994688454939933  05 38 18.79,-69 03 59.04   \n",
       "\n",
       "        _RAJ2000.2     _DEJ2000.2        GLON.1        GLAT.1  \\\n",
       "915                                                             \n",
       "916                                                             \n",
       "\n",
       "                   2CXO                 Fluxb                 Fluxh  \\\n",
       "915                                                                   \n",
       "916                                                                   \n",
       "\n",
       "                    Fluxm                 Fluxs                 Fluxu  \\\n",
       "915                                                                     \n",
       "916                                                                     \n",
       "\n",
       "         HRhm      HRhs      HRms                      _1.3   _RAJ2000.3  \\\n",
       "915                                05 38 18.79,-69 03 59.04                \n",
       "916                                05 38 18.79,-69 03 59.04                \n",
       "\n",
       "      _DEJ2000.3     GLON.2     GLAT.2   2SXPS     HR1     HR2        FPO0  \\\n",
       "915                                                                          \n",
       "916                                                                          \n",
       "\n",
       "          FPU0       Gamma                      _1.4    _RAJ2000.4  \\\n",
       "915                         05 38 18.79,-69 03 59.04                 \n",
       "916                         05 38 18.79,-69 03 59.04                 \n",
       "\n",
       "       _DEJ2000.4   RA_ICRS.2   DE_ICRS.2         Source.2      HR1.1  \\\n",
       "915                                                                     \n",
       "916                                                                     \n",
       "\n",
       "         HR2.1              4XMM         Flux1         Flux2         Flux3  \\\n",
       "915                                                                          \n",
       "916                                                                          \n",
       "\n",
       "            Flux4       e_Flux5         Flux8         Flux9        HR3  \\\n",
       "915                                                                      \n",
       "916                                                                      \n",
       "\n",
       "           HR4                      _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  \\\n",
       "915             05 38 18.79,-69 03 59.04                                     \n",
       "916             05 38 18.79,-69 03 59.04                                     \n",
       "\n",
       "     GLAT.3                   Name   Type_y             Opt   Vmag    B-V  \\\n",
       "915                                                                         \n",
       "916                                                                         \n",
       "\n",
       "       U-B    Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "915                                                                  NaN  \n",
       "916                                                                  NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>919</th>\n",
       "      <td>892</td>\n",
       "      <td>V725 Tau</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 54.57</td>\n",
       "      <td>26 18 56.83</td>\n",
       "      <td>9.19</td>\n",
       "      <td>O9.7IIe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td>084.7273955985278</td>\n",
       "      <td>+26.3157886709075</td>\n",
       "      <td>084.72739258157</td>\n",
       "      <td>+26.31577559955</td>\n",
       "      <td>3441207615229815040</td>\n",
       "      <td>0.4424</td>\n",
       "      <td>-0.628</td>\n",
       "      <td>-3.036</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.00e+00</td>\n",
       "      <td>8.6814</td>\n",
       "      <td>9.0783</td>\n",
       "      <td>8.1517</td>\n",
       "      <td></td>\n",
       "      <td>181.44504932478</td>\n",
       "      <td>-2.64353678387</td>\n",
       "      <td>5740.55</td>\n",
       "      <td></td>\n",
       "      <td>36.23</td>\n",
       "      <td>1284.186</td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td>084.7273925815700</td>\n",
       "      <td>+26.3157755995500</td>\n",
       "      <td>084.72739258157</td>\n",
       "      <td>+26.31577559955</td>\n",
       "      <td>3441207615229815040</td>\n",
       "      <td>2126.258147211010055</td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td>84.727451691</td>\n",
       "      <td>26.315549697</td>\n",
       "      <td>-2.64361e+00</td>\n",
       "      <td>1.81445e+02</td>\n",
       "      <td>J053854.5+261855X</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td>084.7274100</td>\n",
       "      <td>+26.3155900</td>\n",
       "      <td>181.44521</td>\n",
       "      <td>-2.64362</td>\n",
       "      <td>65552</td>\n",
       "      <td>0.600</td>\n",
       "      <td>0.450</td>\n",
       "      <td>9.635e-11</td>\n",
       "      <td>1.18e-10</td>\n",
       "      <td>1.187e+00</td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td>084.72737000</td>\n",
       "      <td>+26.31586806</td>\n",
       "      <td>084.727370</td>\n",
       "      <td>+26.315868</td>\n",
       "      <td>206741801010001</td>\n",
       "      <td>0.755544</td>\n",
       "      <td>0.705999</td>\n",
       "      <td>J053854.5+261857</td>\n",
       "      <td>4.69067e-14</td>\n",
       "      <td>3.56820e-13</td>\n",
       "      <td>2.32523e-12</td>\n",
       "      <td>8.43564e-12</td>\n",
       "      <td>7.62406e-14</td>\n",
       "      <td>2.72642e-11</td>\n",
       "      <td>7.73780e-12</td>\n",
       "      <td>0.120172</td>\n",
       "      <td>-0.345815</td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td>084.7275000</td>\n",
       "      <td>+26.3158333</td>\n",
       "      <td>181.40</td>\n",
       "      <td>-2.60</td>\n",
       "      <td>1A 0535+262</td>\n",
       "      <td>T, P, C</td>\n",
       "      <td>V725 Tau</td>\n",
       "      <td>8.90</td>\n",
       "      <td>0.45</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>8.368</td>\n",
       "      <td>8.272</td>\n",
       "      <td>8.157</td>\n",
       "      <td>3.00</td>\n",
       "      <td>111.000</td>\n",
       "      <td>104.0000</td>\n",
       "      <td>O9.7IIIe</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>920</th>\n",
       "      <td>892</td>\n",
       "      <td>V725 Tau</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 54.57</td>\n",
       "      <td>26 18 56.83</td>\n",
       "      <td>9.19</td>\n",
       "      <td>O9.7IIe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td>84.727417210</td>\n",
       "      <td>26.315724870</td>\n",
       "      <td>-2.64355e+00</td>\n",
       "      <td>1.81445e+02</td>\n",
       "      <td>J053854.5+261856</td>\n",
       "      <td>3.1454580744830e-12</td>\n",
       "      <td>2.9003733465433e-12</td>\n",
       "      <td>2.3148970604343e-13</td>\n",
       "      <td>6.5225263551633e-14</td>\n",
       "      <td>6.9206381933871e-14</td>\n",
       "      <td>0.58339</td>\n",
       "      <td>0.77327</td>\n",
       "      <td>0.34603</td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>05 38 54.57,26 18 56.83</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #   Be star   Category           RA          DEC     V   Type_x  vsini  \\\n",
       "919  892  V725 Tau  Classical  05 38 54.57  26 18 56.83  9.19  O9.7IIe    NaN   \n",
       "920  892  V725 Tau  Classical  05 38 54.57  26 18 56.83  9.19  O9.7IIe    NaN   \n",
       "\n",
       "     Nb of spectra in BeSS                        _1           _RAJ2000  \\\n",
       "919                     11  05 38 54.57,26 18 56.83   084.7273955985278   \n",
       "920                     11  05 38 54.57,26 18 56.83                       \n",
       "\n",
       "              _DEJ2000          RA_ICRS          DE_ICRS               Source  \\\n",
       "919  +26.3157886709075  084.72739258157  +26.31577559955  3441207615229815040   \n",
       "920                                                                             \n",
       "\n",
       "            Plx       pmRA       pmDE    epsi      sepsi     Gmag    BPmag  \\\n",
       "919      0.4424     -0.628     -3.036   0.000   0.00e+00   8.6814   9.0783   \n",
       "920                                                                          \n",
       "\n",
       "       RPmag       RV             GLON             GLAT     Teff       AG  \\\n",
       "919   8.1517           181.44504932478   -2.64353678387  5740.55            \n",
       "920                                                                         \n",
       "\n",
       "        Rad        Lum                      _1.1         _RAJ2000.1  \\\n",
       "919   36.23   1284.186  05 38 54.57,26 18 56.83   084.7273925815700   \n",
       "920                     05 38 54.57,26 18 56.83                       \n",
       "\n",
       "            _DEJ2000.1        RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "919  +26.3157755995500  084.72739258157  +26.31577559955  3441207615229815040   \n",
       "920                                                                             \n",
       "\n",
       "                      rest                      _1.2     _RAJ2000.2  \\\n",
       "919   2126.258147211010055  05 38 54.57,26 18 56.83    84.727451691   \n",
       "920                         05 38 54.57,26 18 56.83    84.727417210   \n",
       "\n",
       "        _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "919   26.315549697  -2.64361e+00   1.81445e+02   J053854.5+261855X   \n",
       "920   26.315724870  -2.64355e+00   1.81445e+02   J053854.5+261856    \n",
       "\n",
       "                    Fluxb                 Fluxh                 Fluxm  \\\n",
       "919                                                                     \n",
       "920   3.1454580744830e-12   2.9003733465433e-12   2.3148970604343e-13   \n",
       "\n",
       "                    Fluxs                 Fluxu      HRhm      HRhs      HRms  \\\n",
       "919                                                                             \n",
       "920   6.5225263551633e-14   6.9206381933871e-14   0.58339   0.77327   0.34603   \n",
       "\n",
       "                         _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2     GLAT.2  \\\n",
       "919  05 38 54.57,26 18 56.83   084.7274100  +26.3155900  181.44521   -2.64362   \n",
       "920  05 38 54.57,26 18 56.83                                                    \n",
       "\n",
       "      2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "919   65552   0.600   0.450   9.635e-11   1.18e-10   1.187e+00   \n",
       "920                                                              \n",
       "\n",
       "                         _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "919  05 38 54.57,26 18 56.83   084.72737000  +26.31586806  084.727370   \n",
       "920  05 38 54.57,26 18 56.83                                            \n",
       "\n",
       "      DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "919  +26.315868  206741801010001   0.755544   0.705999  J053854.5+261857   \n",
       "920                                                                        \n",
       "\n",
       "            Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "919   4.69067e-14   3.56820e-13   2.32523e-12   8.43564e-12   7.62406e-14   \n",
       "920                                                                         \n",
       "\n",
       "            Flux8         Flux9        HR3        HR4  \\\n",
       "919   2.72642e-11   7.73780e-12   0.120172  -0.345815   \n",
       "920                                                     \n",
       "\n",
       "                         _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "919  05 38 54.57,26 18 56.83   084.7275000  +26.3158333  181.40   -2.60   \n",
       "920  05 38 54.57,26 18 56.83                                              \n",
       "\n",
       "                      Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "919  1A 0535+262            T, P, C  V725 Tau         8.90   0.45  -0.54   \n",
       "920                                                                        \n",
       "\n",
       "       Jmag    Hmag    Kmag        FX     Porb      Ppulse    SpType  \n",
       "919   8.368   8.272   8.157      3.00  111.000    104.0000  O9.7IIIe  \n",
       "920                                                              NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1005</th>\n",
       "      <td>977</td>\n",
       "      <td>IY CMa</td>\n",
       "      <td>Classical</td>\n",
       "      <td>06 28 39.24</td>\n",
       "      <td>-32 22 16.60</td>\n",
       "      <td>5.74</td>\n",
       "      <td>B3Ve</td>\n",
       "      <td>275.0</td>\n",
       "      <td>4</td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td>097.1633931735788</td>\n",
       "      <td>-32.3713493874514</td>\n",
       "      <td>097.16339317358</td>\n",
       "      <td>-32.37134938745</td>\n",
       "      <td>2892312723240653312</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>7.963</td>\n",
       "      <td>3.92e+03</td>\n",
       "      <td>5.8854</td>\n",
       "      <td>5.6053</td>\n",
       "      <td>5.8908</td>\n",
       "      <td></td>\n",
       "      <td>240.47383964242</td>\n",
       "      <td>-18.58682582977</td>\n",
       "      <td>9057.67</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td>097.1635068946000</td>\n",
       "      <td>-32.3712418418600</td>\n",
       "      <td>097.16350689460</td>\n",
       "      <td>-32.37124184186</td>\n",
       "      <td>2892312723242963072</td>\n",
       "      <td>374.871525616136978</td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1006</th>\n",
       "      <td>977</td>\n",
       "      <td>IY CMa</td>\n",
       "      <td>Classical</td>\n",
       "      <td>06 28 39.24</td>\n",
       "      <td>-32 22 16.60</td>\n",
       "      <td>5.74</td>\n",
       "      <td>B3Ve</td>\n",
       "      <td>275.0</td>\n",
       "      <td>4</td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td>097.1635104981975</td>\n",
       "      <td>-32.3712784933304</td>\n",
       "      <td>097.16350689460</td>\n",
       "      <td>-32.37124184186</td>\n",
       "      <td>2892312723242963072</td>\n",
       "      <td>2.6459</td>\n",
       "      <td>-0.707</td>\n",
       "      <td>8.513</td>\n",
       "      <td>0.503</td>\n",
       "      <td>9.92e+01</td>\n",
       "      <td>5.8736</td>\n",
       "      <td>5.7050</td>\n",
       "      <td>5.9516</td>\n",
       "      <td></td>\n",
       "      <td>240.47376974764</td>\n",
       "      <td>-18.58669775799</td>\n",
       "      <td>8598.67</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>06 28 39.24,-32 22 16.60</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        # Be star   Category           RA           DEC     V Type_x  vsini  \\\n",
       "1005  977  IY CMa  Classical  06 28 39.24  -32 22 16.60  5.74   B3Ve  275.0   \n",
       "1006  977  IY CMa  Classical  06 28 39.24  -32 22 16.60  5.74   B3Ve  275.0   \n",
       "\n",
       "      Nb of spectra in BeSS                        _1           _RAJ2000  \\\n",
       "1005                      4  06 28 39.24,-32 22 16.60  097.1633931735788   \n",
       "1006                      4  06 28 39.24,-32 22 16.60  097.1635104981975   \n",
       "\n",
       "               _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "1005  -32.3713493874514  097.16339317358  -32.37134938745   \n",
       "1006  -32.3712784933304  097.16350689460  -32.37124184186   \n",
       "\n",
       "                   Source         Plx       pmRA       pmDE    epsi  \\\n",
       "1005  2892312723240653312                                     7.963   \n",
       "1006  2892312723242963072      2.6459     -0.707      8.513   0.503   \n",
       "\n",
       "          sepsi     Gmag    BPmag    RPmag       RV             GLON  \\\n",
       "1005   3.92e+03   5.8854   5.6053   5.8908           240.47383964242   \n",
       "1006   9.92e+01   5.8736   5.7050   5.9516           240.47376974764   \n",
       "\n",
       "                 GLAT     Teff       AG     Rad        Lum  \\\n",
       "1005  -18.58682582977  9057.67                               \n",
       "1006  -18.58669775799  8598.67                               \n",
       "\n",
       "                          _1.1         _RAJ2000.1         _DEJ2000.1  \\\n",
       "1005  06 28 39.24,-32 22 16.60  097.1635068946000  -32.3712418418600   \n",
       "1006  06 28 39.24,-32 22 16.60                                         \n",
       "\n",
       "            RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "1005  097.16350689460  -32.37124184186  2892312723242963072   \n",
       "1006                                                          \n",
       "\n",
       "                       rest                      _1.2     _RAJ2000.2  \\\n",
       "1005    374.871525616136978  06 28 39.24,-32 22 16.60                  \n",
       "1006                         06 28 39.24,-32 22 16.60                  \n",
       "\n",
       "         _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "1005                                                                  \n",
       "1006                                                                  \n",
       "\n",
       "                     Fluxb                 Fluxh                 Fluxm  \\\n",
       "1005                                                                     \n",
       "1006                                                                     \n",
       "\n",
       "                     Fluxs                 Fluxu      HRhm      HRhs  \\\n",
       "1005                                                                   \n",
       "1006                                                                   \n",
       "\n",
       "          HRms                      _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2  \\\n",
       "1005            06 28 39.24,-32 22 16.60                                        \n",
       "1006            06 28 39.24,-32 22 16.60                                        \n",
       "\n",
       "         GLAT.2   2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "1005                                                                         \n",
       "1006                                                                         \n",
       "\n",
       "                          _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "1005  06 28 39.24,-32 22 16.60                                           \n",
       "1006  06 28 39.24,-32 22 16.60                                           \n",
       "\n",
       "       DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "1005                                                                        \n",
       "1006                                                                        \n",
       "\n",
       "             Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "1005                                                                         \n",
       "1006                                                                         \n",
       "\n",
       "             Flux8         Flux9        HR3        HR4  \\\n",
       "1005                                                     \n",
       "1006                                                     \n",
       "\n",
       "                          _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "1005  06 28 39.24,-32 22 16.60                                             \n",
       "1006  06 28 39.24,-32 22 16.60                                             \n",
       "\n",
       "                       Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "1005                                                                        \n",
       "1006                                                                        \n",
       "\n",
       "        Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "1005                                                           NaN  \n",
       "1006                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1471</th>\n",
       "      <td>1442</td>\n",
       "      <td>HD 97792</td>\n",
       "      <td>Classical</td>\n",
       "      <td>11 14 20.00</td>\n",
       "      <td>-56 02 51.23</td>\n",
       "      <td>7.97</td>\n",
       "      <td>B2.5Vnne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td>168.5833225977733</td>\n",
       "      <td>-56.0475590502073</td>\n",
       "      <td>168.58324419339</td>\n",
       "      <td>-56.04754655390</td>\n",
       "      <td>5340137593126721792</td>\n",
       "      <td>0.9956</td>\n",
       "      <td>-10.170</td>\n",
       "      <td>2.902</td>\n",
       "      <td>0.115</td>\n",
       "      <td>4.08e+00</td>\n",
       "      <td>7.8263</td>\n",
       "      <td>7.8264</td>\n",
       "      <td>7.8036</td>\n",
       "      <td></td>\n",
       "      <td>289.61907714317</td>\n",
       "      <td>+4.29375869298</td>\n",
       "      <td>9489.00</td>\n",
       "      <td>0.3377</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td>168.5832441933900</td>\n",
       "      <td>-56.0475465539000</td>\n",
       "      <td>168.58324419339</td>\n",
       "      <td>-56.04754655390</td>\n",
       "      <td>5340137593126721792</td>\n",
       "      <td>979.265631365474974</td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1472</th>\n",
       "      <td>1442</td>\n",
       "      <td>HD 97792</td>\n",
       "      <td>Classical</td>\n",
       "      <td>11 14 20.00</td>\n",
       "      <td>-56 02 51.23</td>\n",
       "      <td>7.97</td>\n",
       "      <td>B2.5Vnne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td>168.5837701033213</td>\n",
       "      <td>-56.0476344543351</td>\n",
       "      <td>168.58377010332</td>\n",
       "      <td>-56.04763445434</td>\n",
       "      <td>5340137593116095232</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>3.991</td>\n",
       "      <td>2.86e+03</td>\n",
       "      <td>11.6617</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>289.61938349150</td>\n",
       "      <td>+4.29378470030</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 14 20.00,-56 02 51.23</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         #   Be star   Category           RA           DEC     V    Type_x  \\\n",
       "1471  1442  HD 97792  Classical  11 14 20.00  -56 02 51.23  7.97  B2.5Vnne   \n",
       "1472  1442  HD 97792  Classical  11 14 20.00  -56 02 51.23  7.97  B2.5Vnne   \n",
       "\n",
       "      vsini  Nb of spectra in BeSS                        _1  \\\n",
       "1471    NaN                      0  11 14 20.00,-56 02 51.23   \n",
       "1472    NaN                      0  11 14 20.00,-56 02 51.23   \n",
       "\n",
       "               _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "1471  168.5833225977733  -56.0475590502073  168.58324419339  -56.04754655390   \n",
       "1472  168.5837701033213  -56.0476344543351  168.58377010332  -56.04763445434   \n",
       "\n",
       "                   Source         Plx       pmRA       pmDE    epsi  \\\n",
       "1471  5340137593126721792      0.9956    -10.170      2.902   0.115   \n",
       "1472  5340137593116095232                                     3.991   \n",
       "\n",
       "          sepsi     Gmag    BPmag    RPmag       RV             GLON  \\\n",
       "1471   4.08e+00   7.8263   7.8264   7.8036           289.61907714317   \n",
       "1472   2.86e+03  11.6617                             289.61938349150   \n",
       "\n",
       "                 GLAT     Teff       AG     Rad        Lum  \\\n",
       "1471   +4.29375869298  9489.00   0.3377                      \n",
       "1472   +4.29378470030                                        \n",
       "\n",
       "                          _1.1         _RAJ2000.1         _DEJ2000.1  \\\n",
       "1471  11 14 20.00,-56 02 51.23  168.5832441933900  -56.0475465539000   \n",
       "1472  11 14 20.00,-56 02 51.23                                         \n",
       "\n",
       "            RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "1471  168.58324419339  -56.04754655390  5340137593126721792   \n",
       "1472                                                          \n",
       "\n",
       "                       rest                      _1.2     _RAJ2000.2  \\\n",
       "1471    979.265631365474974  11 14 20.00,-56 02 51.23                  \n",
       "1472                         11 14 20.00,-56 02 51.23                  \n",
       "\n",
       "         _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "1471                                                                  \n",
       "1472                                                                  \n",
       "\n",
       "                     Fluxb                 Fluxh                 Fluxm  \\\n",
       "1471                                                                     \n",
       "1472                                                                     \n",
       "\n",
       "                     Fluxs                 Fluxu      HRhm      HRhs  \\\n",
       "1471                                                                   \n",
       "1472                                                                   \n",
       "\n",
       "          HRms                      _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2  \\\n",
       "1471            11 14 20.00,-56 02 51.23                                        \n",
       "1472            11 14 20.00,-56 02 51.23                                        \n",
       "\n",
       "         GLAT.2   2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "1471                                                                         \n",
       "1472                                                                         \n",
       "\n",
       "                          _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "1471  11 14 20.00,-56 02 51.23                                           \n",
       "1472  11 14 20.00,-56 02 51.23                                           \n",
       "\n",
       "       DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "1471                                                                        \n",
       "1472                                                                        \n",
       "\n",
       "             Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "1471                                                                         \n",
       "1472                                                                         \n",
       "\n",
       "             Flux8         Flux9        HR3        HR4  \\\n",
       "1471                                                     \n",
       "1472                                                     \n",
       "\n",
       "                          _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "1471  11 14 20.00,-56 02 51.23                                             \n",
       "1472  11 14 20.00,-56 02 51.23                                             \n",
       "\n",
       "                       Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "1471                                                                        \n",
       "1472                                                                        \n",
       "\n",
       "        Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "1471                                                           NaN  \n",
       "1472                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1486</th>\n",
       "      <td>1456</td>\n",
       "      <td>HD 100199</td>\n",
       "      <td>Classical</td>\n",
       "      <td>11 31 06.91</td>\n",
       "      <td>-62 56 48.94</td>\n",
       "      <td>8.17</td>\n",
       "      <td>B0.5IIIne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td>172.7788015878973</td>\n",
       "      <td>-62.9469247647019</td>\n",
       "      <td>172.77874287445</td>\n",
       "      <td>-62.94691918507</td>\n",
       "      <td>5333660129603575808</td>\n",
       "      <td>0.7693</td>\n",
       "      <td>-6.202</td>\n",
       "      <td>1.296</td>\n",
       "      <td>0.277</td>\n",
       "      <td>2.20e+01</td>\n",
       "      <td>8.1256</td>\n",
       "      <td>8.1383</td>\n",
       "      <td>8.0919</td>\n",
       "      <td></td>\n",
       "      <td>293.94489922248</td>\n",
       "      <td>-1.48519666481</td>\n",
       "      <td>9513.50</td>\n",
       "      <td>0.6047</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td>172.7787428744500</td>\n",
       "      <td>-62.9469191850700</td>\n",
       "      <td>172.77874287445</td>\n",
       "      <td>-62.94691918507</td>\n",
       "      <td>5333660129603575808</td>\n",
       "      <td>1264.492130378449929</td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td>172.778934998</td>\n",
       "      <td>-62.946931875</td>\n",
       "      <td>-1.48518e+00</td>\n",
       "      <td>2.93945e+02</td>\n",
       "      <td>J113106.9-625648</td>\n",
       "      <td>2.6601391606460e-12</td>\n",
       "      <td>2.5638112912406e-12</td>\n",
       "      <td>1.3853484135923e-13</td>\n",
       "      <td>1.2921820840847e-14</td>\n",
       "      <td>0.0000000000000e+00</td>\n",
       "      <td>0.67208</td>\n",
       "      <td>0.93067</td>\n",
       "      <td>0.68582</td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td>172.7789800</td>\n",
       "      <td>-62.9470500</td>\n",
       "      <td>293.94504</td>\n",
       "      <td>-1.48529</td>\n",
       "      <td>53462</td>\n",
       "      <td>0.623</td>\n",
       "      <td>0.532</td>\n",
       "      <td>3.109e-11</td>\n",
       "      <td>3.33e-11</td>\n",
       "      <td>7.144e-01</td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1487</th>\n",
       "      <td>1456</td>\n",
       "      <td>HD 100199</td>\n",
       "      <td>Classical</td>\n",
       "      <td>11 31 06.91</td>\n",
       "      <td>-62 56 48.94</td>\n",
       "      <td>8.17</td>\n",
       "      <td>B0.5IIIne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td>172.779145290</td>\n",
       "      <td>-62.946756012</td>\n",
       "      <td>-1.48499e+00</td>\n",
       "      <td>2.93945e+02</td>\n",
       "      <td>J113106.9-625648X</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>11 31 06.91,-62 56 48.94</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         #    Be star   Category           RA           DEC     V     Type_x  \\\n",
       "1486  1456  HD 100199  Classical  11 31 06.91  -62 56 48.94  8.17  B0.5IIIne   \n",
       "1487  1456  HD 100199  Classical  11 31 06.91  -62 56 48.94  8.17  B0.5IIIne   \n",
       "\n",
       "      vsini  Nb of spectra in BeSS                        _1  \\\n",
       "1486    NaN                      0  11 31 06.91,-62 56 48.94   \n",
       "1487    NaN                      0  11 31 06.91,-62 56 48.94   \n",
       "\n",
       "               _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "1486  172.7788015878973  -62.9469247647019  172.77874287445  -62.94691918507   \n",
       "1487                                                                           \n",
       "\n",
       "                   Source         Plx       pmRA       pmDE    epsi  \\\n",
       "1486  5333660129603575808      0.7693     -6.202      1.296   0.277   \n",
       "1487                                                                  \n",
       "\n",
       "          sepsi     Gmag    BPmag    RPmag       RV             GLON  \\\n",
       "1486   2.20e+01   8.1256   8.1383   8.0919           293.94489922248   \n",
       "1487                                                                   \n",
       "\n",
       "                 GLAT     Teff       AG     Rad        Lum  \\\n",
       "1486   -1.48519666481  9513.50   0.6047                      \n",
       "1487                                                         \n",
       "\n",
       "                          _1.1         _RAJ2000.1         _DEJ2000.1  \\\n",
       "1486  11 31 06.91,-62 56 48.94  172.7787428744500  -62.9469191850700   \n",
       "1487  11 31 06.91,-62 56 48.94                                         \n",
       "\n",
       "            RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "1486  172.77874287445  -62.94691918507  5333660129603575808   \n",
       "1487                                                          \n",
       "\n",
       "                       rest                      _1.2     _RAJ2000.2  \\\n",
       "1486   1264.492130378449929  11 31 06.91,-62 56 48.94  172.778934998   \n",
       "1487                         11 31 06.91,-62 56 48.94  172.779145290   \n",
       "\n",
       "         _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "1486  -62.946931875  -1.48518e+00   2.93945e+02   J113106.9-625648    \n",
       "1487  -62.946756012  -1.48499e+00   2.93945e+02   J113106.9-625648X   \n",
       "\n",
       "                     Fluxb                 Fluxh                 Fluxm  \\\n",
       "1486   2.6601391606460e-12   2.5638112912406e-12   1.3853484135923e-13   \n",
       "1487                                                                     \n",
       "\n",
       "                     Fluxs                 Fluxu      HRhm      HRhs  \\\n",
       "1486   1.2921820840847e-14   0.0000000000000e+00   0.67208   0.93067   \n",
       "1487                                                                   \n",
       "\n",
       "          HRms                      _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2  \\\n",
       "1486   0.68582  11 31 06.91,-62 56 48.94  172.7789800  -62.9470500  293.94504   \n",
       "1487            11 31 06.91,-62 56 48.94                                        \n",
       "\n",
       "         GLAT.2   2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "1486   -1.48529   53462   0.623   0.532   3.109e-11   3.33e-11   7.144e-01   \n",
       "1487                                                                         \n",
       "\n",
       "                          _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "1486  11 31 06.91,-62 56 48.94                                           \n",
       "1487  11 31 06.91,-62 56 48.94                                           \n",
       "\n",
       "       DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "1486                                                                        \n",
       "1487                                                                        \n",
       "\n",
       "             Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "1486                                                                         \n",
       "1487                                                                         \n",
       "\n",
       "             Flux8         Flux9        HR3        HR4  \\\n",
       "1486                                                     \n",
       "1487                                                     \n",
       "\n",
       "                          _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "1486  11 31 06.91,-62 56 48.94                                             \n",
       "1487  11 31 06.91,-62 56 48.94                                             \n",
       "\n",
       "                       Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "1486                                                                        \n",
       "1487                                                                        \n",
       "\n",
       "        Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "1486                                                           NaN  \n",
       "1487                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2148</th>\n",
       "      <td>2117</td>\n",
       "      <td>lam Cyg</td>\n",
       "      <td>Classical</td>\n",
       "      <td>20 47 24.54</td>\n",
       "      <td>36 29 26.57</td>\n",
       "      <td>4.75</td>\n",
       "      <td>B5Ve</td>\n",
       "      <td>125.0</td>\n",
       "      <td>4712</td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td>311.8521855243791</td>\n",
       "      <td>+36.4907089097249</td>\n",
       "      <td>311.85228500865</td>\n",
       "      <td>+36.49067635270</td>\n",
       "      <td>1870779903225039872</td>\n",
       "      <td>4.9885</td>\n",
       "      <td>18.576</td>\n",
       "      <td>-7.562</td>\n",
       "      <td>1.476</td>\n",
       "      <td>7.20e+02</td>\n",
       "      <td>4.8121</td>\n",
       "      <td>4.4847</td>\n",
       "      <td>4.6514</td>\n",
       "      <td></td>\n",
       "      <td>78.08437169976</td>\n",
       "      <td>-4.33783802527</td>\n",
       "      <td>9466.25</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td>311.8522850086500</td>\n",
       "      <td>+36.4906763527000</td>\n",
       "      <td>311.85228500865</td>\n",
       "      <td>+36.49067635270</td>\n",
       "      <td>1870779903225039872</td>\n",
       "      <td>200.994115395928986</td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2149</th>\n",
       "      <td>2117</td>\n",
       "      <td>lam Cyg</td>\n",
       "      <td>Classical</td>\n",
       "      <td>20 47 24.54</td>\n",
       "      <td>36 29 26.57</td>\n",
       "      <td>4.75</td>\n",
       "      <td>B5Ve</td>\n",
       "      <td>125.0</td>\n",
       "      <td>4712</td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td>311.8522980246781</td>\n",
       "      <td>+36.4909318340977</td>\n",
       "      <td>311.85229802468</td>\n",
       "      <td>+36.49093183410</td>\n",
       "      <td>1870779903236215040</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>12.275</td>\n",
       "      <td>3.77e+04</td>\n",
       "      <td>6.0969</td>\n",
       "      <td>4.4623</td>\n",
       "      <td>4.7322</td>\n",
       "      <td></td>\n",
       "      <td>78.08457828298</td>\n",
       "      <td>-4.33768654008</td>\n",
       "      <td>5095.63</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>20 47 24.54,36 29 26.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         #  Be star   Category           RA          DEC     V Type_x  vsini  \\\n",
       "2148  2117  lam Cyg  Classical  20 47 24.54  36 29 26.57  4.75   B5Ve  125.0   \n",
       "2149  2117  lam Cyg  Classical  20 47 24.54  36 29 26.57  4.75   B5Ve  125.0   \n",
       "\n",
       "      Nb of spectra in BeSS                        _1           _RAJ2000  \\\n",
       "2148                   4712  20 47 24.54,36 29 26.57   311.8521855243791   \n",
       "2149                   4712  20 47 24.54,36 29 26.57   311.8522980246781   \n",
       "\n",
       "               _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "2148  +36.4907089097249  311.85228500865  +36.49067635270   \n",
       "2149  +36.4909318340977  311.85229802468  +36.49093183410   \n",
       "\n",
       "                   Source         Plx       pmRA       pmDE    epsi  \\\n",
       "2148  1870779903225039872      4.9885     18.576     -7.562   1.476   \n",
       "2149  1870779903236215040                                    12.275   \n",
       "\n",
       "          sepsi     Gmag    BPmag    RPmag       RV             GLON  \\\n",
       "2148   7.20e+02   4.8121   4.4847   4.6514            78.08437169976   \n",
       "2149   3.77e+04   6.0969   4.4623   4.7322            78.08457828298   \n",
       "\n",
       "                 GLAT     Teff       AG     Rad        Lum  \\\n",
       "2148   -4.33783802527  9466.25                               \n",
       "2149   -4.33768654008  5095.63                               \n",
       "\n",
       "                          _1.1         _RAJ2000.1         _DEJ2000.1  \\\n",
       "2148  20 47 24.54,36 29 26.57   311.8522850086500  +36.4906763527000   \n",
       "2149  20 47 24.54,36 29 26.57                                          \n",
       "\n",
       "            RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "2148  311.85228500865  +36.49067635270  1870779903225039872   \n",
       "2149                                                          \n",
       "\n",
       "                       rest                      _1.2     _RAJ2000.2  \\\n",
       "2148    200.994115395928986  20 47 24.54,36 29 26.57                   \n",
       "2149                         20 47 24.54,36 29 26.57                   \n",
       "\n",
       "         _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "2148                                                                  \n",
       "2149                                                                  \n",
       "\n",
       "                     Fluxb                 Fluxh                 Fluxm  \\\n",
       "2148                                                                     \n",
       "2149                                                                     \n",
       "\n",
       "                     Fluxs                 Fluxu      HRhm      HRhs  \\\n",
       "2148                                                                   \n",
       "2149                                                                   \n",
       "\n",
       "          HRms                      _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2  \\\n",
       "2148            20 47 24.54,36 29 26.57                                         \n",
       "2149            20 47 24.54,36 29 26.57                                         \n",
       "\n",
       "         GLAT.2   2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "2148                                                                         \n",
       "2149                                                                         \n",
       "\n",
       "                          _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "2148  20 47 24.54,36 29 26.57                                            \n",
       "2149  20 47 24.54,36 29 26.57                                            \n",
       "\n",
       "       DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "2148                                                                        \n",
       "2149                                                                        \n",
       "\n",
       "             Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "2148                                                                         \n",
       "2149                                                                         \n",
       "\n",
       "             Flux8         Flux9        HR3        HR4  \\\n",
       "2148                                                     \n",
       "2149                                                     \n",
       "\n",
       "                          _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "2148  20 47 24.54,36 29 26.57                                              \n",
       "2149  20 47 24.54,36 29 26.57                                              \n",
       "\n",
       "                       Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "2148                                                                        \n",
       "2149                                                                        \n",
       "\n",
       "        Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "2148                                                           NaN  \n",
       "2149                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type_x</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_1</th>\n",
       "      <th>_RAJ2000</th>\n",
       "      <th>_DEJ2000</th>\n",
       "      <th>RA_ICRS</th>\n",
       "      <th>DE_ICRS</th>\n",
       "      <th>Source</th>\n",
       "      <th>Plx</th>\n",
       "      <th>pmRA</th>\n",
       "      <th>pmDE</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>RV</th>\n",
       "      <th>GLON</th>\n",
       "      <th>GLAT</th>\n",
       "      <th>Teff</th>\n",
       "      <th>AG</th>\n",
       "      <th>Rad</th>\n",
       "      <th>Lum</th>\n",
       "      <th>_1.1</th>\n",
       "      <th>_RAJ2000.1</th>\n",
       "      <th>_DEJ2000.1</th>\n",
       "      <th>RA_ICRS.1</th>\n",
       "      <th>DE_ICRS.1</th>\n",
       "      <th>Source.1</th>\n",
       "      <th>rest</th>\n",
       "      <th>_1.2</th>\n",
       "      <th>_RAJ2000.2</th>\n",
       "      <th>_DEJ2000.2</th>\n",
       "      <th>GLON.1</th>\n",
       "      <th>GLAT.1</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_1.3</th>\n",
       "      <th>_RAJ2000.3</th>\n",
       "      <th>_DEJ2000.3</th>\n",
       "      <th>GLON.2</th>\n",
       "      <th>GLAT.2</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>Gamma</th>\n",
       "      <th>_1.4</th>\n",
       "      <th>_RAJ2000.4</th>\n",
       "      <th>_DEJ2000.4</th>\n",
       "      <th>RA_ICRS.2</th>\n",
       "      <th>DE_ICRS.2</th>\n",
       "      <th>Source.2</th>\n",
       "      <th>HR1.1</th>\n",
       "      <th>HR2.1</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>e_Flux5</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>Flux9</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>_1.5</th>\n",
       "      <th>_RAJ2000.5</th>\n",
       "      <th>_DEJ2000.5</th>\n",
       "      <th>GLON.3</th>\n",
       "      <th>GLAT.3</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type_y</th>\n",
       "      <th>Opt</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>B-V</th>\n",
       "      <th>U-B</th>\n",
       "      <th>Jmag</th>\n",
       "      <th>Hmag</th>\n",
       "      <th>Kmag</th>\n",
       "      <th>FX</th>\n",
       "      <th>Porb</th>\n",
       "      <th>Ppulse</th>\n",
       "      <th>SpType</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2184</th>\n",
       "      <td>2152</td>\n",
       "      <td>ALFIRK</td>\n",
       "      <td>Classical</td>\n",
       "      <td>21 28 39.60</td>\n",
       "      <td>70 33 38.57</td>\n",
       "      <td>3.216</td>\n",
       "      <td>B2IIIev</td>\n",
       "      <td>20.0</td>\n",
       "      <td>8073</td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td>322.1648646080055</td>\n",
       "      <td>+70.5606865216334</td>\n",
       "      <td>322.16505570852</td>\n",
       "      <td>+70.56072069216</td>\n",
       "      <td>2272185759992826624</td>\n",
       "      <td>9.6671</td>\n",
       "      <td>14.772</td>\n",
       "      <td>7.936</td>\n",
       "      <td>5.200</td>\n",
       "      <td>1.12e+04</td>\n",
       "      <td>2.9434</td>\n",
       "      <td>3.2097</td>\n",
       "      <td>3.3939</td>\n",
       "      <td></td>\n",
       "      <td>107.53922307264</td>\n",
       "      <td>+14.02609718987</td>\n",
       "      <td>6820.75</td>\n",
       "      <td></td>\n",
       "      <td>16.32</td>\n",
       "      <td>519.186</td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td>322.1650557085200</td>\n",
       "      <td>+70.5607206921600</td>\n",
       "      <td>322.16505570852</td>\n",
       "      <td>+70.56072069216</td>\n",
       "      <td>2272185759992826624</td>\n",
       "      <td>105.209243551086999</td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td>322.16475000</td>\n",
       "      <td>+70.56085694</td>\n",
       "      <td>322.164750</td>\n",
       "      <td>+70.560857</td>\n",
       "      <td>203004902010001</td>\n",
       "      <td>0.436732</td>\n",
       "      <td>-0.688414</td>\n",
       "      <td>J212839.5+703339</td>\n",
       "      <td>3.42458e-13</td>\n",
       "      <td>6.86159e-13</td>\n",
       "      <td>1.31721e-13</td>\n",
       "      <td>1.51540e-14</td>\n",
       "      <td>7.51517e-16</td>\n",
       "      <td>1.17748e-12</td>\n",
       "      <td>1.03045e-12</td>\n",
       "      <td>-0.916904</td>\n",
       "      <td>-0.976378</td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2185</th>\n",
       "      <td>2152</td>\n",
       "      <td>ALFIRK</td>\n",
       "      <td>Classical</td>\n",
       "      <td>21 28 39.60</td>\n",
       "      <td>70 33 38.57</td>\n",
       "      <td>3.216</td>\n",
       "      <td>B2IIIev</td>\n",
       "      <td>20.0</td>\n",
       "      <td>8073</td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td>322.1647417680077</td>\n",
       "      <td>+70.5609661530022</td>\n",
       "      <td>322.16474176801</td>\n",
       "      <td>+70.56096615300</td>\n",
       "      <td>2272185759992826752</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>3.845</td>\n",
       "      <td>2.39e+03</td>\n",
       "      <td>8.9529</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>107.53932680311</td>\n",
       "      <td>+14.02634425138</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>21 28 39.60,70 33 38.57</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         # Be star   Category           RA          DEC      V   Type_x  \\\n",
       "2184  2152  ALFIRK  Classical  21 28 39.60  70 33 38.57  3.216  B2IIIev   \n",
       "2185  2152  ALFIRK  Classical  21 28 39.60  70 33 38.57  3.216  B2IIIev   \n",
       "\n",
       "      vsini  Nb of spectra in BeSS                        _1  \\\n",
       "2184   20.0                   8073  21 28 39.60,70 33 38.57    \n",
       "2185   20.0                   8073  21 28 39.60,70 33 38.57    \n",
       "\n",
       "               _RAJ2000           _DEJ2000          RA_ICRS          DE_ICRS  \\\n",
       "2184  322.1648646080055  +70.5606865216334  322.16505570852  +70.56072069216   \n",
       "2185  322.1647417680077  +70.5609661530022  322.16474176801  +70.56096615300   \n",
       "\n",
       "                   Source         Plx       pmRA       pmDE    epsi  \\\n",
       "2184  2272185759992826624      9.6671     14.772      7.936   5.200   \n",
       "2185  2272185759992826752                                     3.845   \n",
       "\n",
       "          sepsi     Gmag    BPmag    RPmag       RV             GLON  \\\n",
       "2184   1.12e+04   2.9434   3.2097   3.3939           107.53922307264   \n",
       "2185   2.39e+03   8.9529                             107.53932680311   \n",
       "\n",
       "                 GLAT     Teff       AG     Rad        Lum  \\\n",
       "2184  +14.02609718987  6820.75            16.32    519.186   \n",
       "2185  +14.02634425138                                        \n",
       "\n",
       "                          _1.1         _RAJ2000.1         _DEJ2000.1  \\\n",
       "2184  21 28 39.60,70 33 38.57   322.1650557085200  +70.5607206921600   \n",
       "2185  21 28 39.60,70 33 38.57                                          \n",
       "\n",
       "            RA_ICRS.1        DE_ICRS.1             Source.1  \\\n",
       "2184  322.16505570852  +70.56072069216  2272185759992826624   \n",
       "2185                                                          \n",
       "\n",
       "                       rest                      _1.2     _RAJ2000.2  \\\n",
       "2184    105.209243551086999  21 28 39.60,70 33 38.57                   \n",
       "2185                         21 28 39.60,70 33 38.57                   \n",
       "\n",
       "         _DEJ2000.2        GLON.1        GLAT.1                2CXO  \\\n",
       "2184                                                                  \n",
       "2185                                                                  \n",
       "\n",
       "                     Fluxb                 Fluxh                 Fluxm  \\\n",
       "2184                                                                     \n",
       "2185                                                                     \n",
       "\n",
       "                     Fluxs                 Fluxu      HRhm      HRhs  \\\n",
       "2184                                                                   \n",
       "2185                                                                   \n",
       "\n",
       "          HRms                      _1.3   _RAJ2000.3   _DEJ2000.3     GLON.2  \\\n",
       "2184            21 28 39.60,70 33 38.57                                         \n",
       "2185            21 28 39.60,70 33 38.57                                         \n",
       "\n",
       "         GLAT.2   2SXPS     HR1     HR2        FPO0       FPU0       Gamma  \\\n",
       "2184                                                                         \n",
       "2185                                                                         \n",
       "\n",
       "                          _1.4    _RAJ2000.4    _DEJ2000.4   RA_ICRS.2  \\\n",
       "2184  21 28 39.60,70 33 38.57   322.16475000  +70.56085694  322.164750   \n",
       "2185  21 28 39.60,70 33 38.57                                            \n",
       "\n",
       "       DE_ICRS.2         Source.2      HR1.1      HR2.1              4XMM  \\\n",
       "2184  +70.560857  203004902010001   0.436732  -0.688414  J212839.5+703339   \n",
       "2185                                                                        \n",
       "\n",
       "             Flux1         Flux2         Flux3         Flux4       e_Flux5  \\\n",
       "2184   3.42458e-13   6.86159e-13   1.31721e-13   1.51540e-14   7.51517e-16   \n",
       "2185                                                                         \n",
       "\n",
       "             Flux8         Flux9        HR3        HR4  \\\n",
       "2184   1.17748e-12   1.03045e-12  -0.916904  -0.976378   \n",
       "2185                                                     \n",
       "\n",
       "                          _1.5   _RAJ2000.5   _DEJ2000.5  GLON.3  GLAT.3  \\\n",
       "2184  21 28 39.60,70 33 38.57                                              \n",
       "2185  21 28 39.60,70 33 38.57                                              \n",
       "\n",
       "                       Name   Type_y             Opt   Vmag    B-V    U-B  \\\n",
       "2184                                                                        \n",
       "2185                                                                        \n",
       "\n",
       "        Jmag    Hmag    Kmag        FX     Porb      Ppulse SpType  \n",
       "2184                                                           NaN  \n",
       "2185                                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(1,2265):\n",
    "    instances = len(combined[combined[\"#\"]==i])\n",
    "    if instances == 0:\n",
    "        pass\n",
    "    elif instances >= 2:\n",
    "        dupeframe = combined[combined[\"#\"]==i]#[[\"#\",\"angDist\"]]\n",
    "        display(dupeframe)\n",
    "        #df.drop(dupeframe[dupeframe[\"angDist\"]>min(dupeframe[\"angDist\"])].index, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "files = [\"./catalogs/BeSS_\"+name+\".csv\" for name in [\"catalog\",\"Gaia_1as\",\"GaiaDist_1as\",\"Simbad_1as\",\"Chandra_1as\",\"Swift_1as\",\"XMM_2as\",\"HMXBs_1as\"]]\n",
    "xmatches = [pd.read_csv(filename) for filename in files]\n",
    "\n",
    "for df in xmatches:\n",
    "    for i in range(1,2265):\n",
    "        instances = len(df[df[\"#\"]==i])\n",
    "        if instances == 0:\n",
    "            pass\n",
    "        elif instances >= 2:\n",
    "            dupeframe = df[df[\"#\"]==i][[\"#\",\"angDist\"]]\n",
    "            df.drop(dupeframe[dupeframe[\"angDist\"]>min(dupeframe[\"angDist\"])].index, inplace=True)\n",
    "    if \"angDist\" in df.columns:\n",
    "        df.drop([\"angDist\"],axis=1,inplace=True)\n",
    "\n",
    "master = xmatches[0]\n",
    "for df in xmatches[1:]:\n",
    "    master = pd.merge(master,df,on=list(xmatches[0].columns),how=\"left\")\n",
    "master = pd.merge(master,pd.read_csv(\"./catalogs/Gaia_epsi_Be.csv\"), on=\"#\", how=\"left\")\n",
    "master.drop([733,805,894,1419,1422,1461],axis=0,inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in master.index:\n",
    "    if master.loc[i,\"main_type\"] in [\"Ae*\",\"Be*\",\"Em*\",\"Candidate_Be*\"]:\n",
    "        master.loc[i,\"Class\"] = \"Em\"\n",
    "    elif master.loc[i,\"main_type\"] in [\"*\",\"Star\",\"IR\",\"SG*\",\"PM*\",\"Candidate_RGB*\",\"BlueSG*\"]:\n",
    "        master.loc[i,\"Class\"] = \"Star\"\n",
    "    elif master.loc[i,\"main_type\"] in [\"EB*\",'EB*Algol','EB*WUMa','EB*betLyr',\"SB*\",\"**\",\"multiple_object\"]:\n",
    "        master.loc[i,\"Class\"] = \"Binary\"\n",
    "    elif master.loc[i,\"main_type\"] in [\"Pe*\",\"WR*\",\"Pec*\"]:\n",
    "        master.loc[i,\"Class\"] = \"Peculiar/WR\"\n",
    "    elif master.loc[i,\"main_type\"] in [\"Y*?\", \"Y*O\",\"Candidate_YSO\",\"YSO\"]:\n",
    "        master.loc[i,\"Class\"] = \"YSO\"\n",
    "    elif master.loc[i,\"main_type\"] in [\"post-AGB*\",\"*inNeb\",\"HII\",\"Cloud\"]:\n",
    "        master.loc[i,\"Class\"] = \"Nebular\"\n",
    "    elif master.loc[i,\"main_type\"] in [\"Eruptive*\",\"Orion_V*\",\"V*\",\"PulsV*bCep\",\"PulsV*\",\"RotV*alf2CVn\"]:\n",
    "        master.loc[i,\"Class\"] = \"Variable\"\n",
    "    elif master.loc[i,\"main_type\"] in [\"HXB\",\"HMXB\"]:\n",
    "        master.loc[i,\"Class\"] = \"HMXB\"\n",
    "    elif pd.isna(master.loc[i,\"main_type\"]):\n",
    "        master.loc[i,\"Class\"] = \"Unknown\"\n",
    "    else:\n",
    "        master.loc[i,\"Class\"] = \"Other\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 504x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(7,6))\n",
    "for key,frame in master.groupby(\"Class\"):\n",
    "    plt.errorbar(np.mean(frame[\"epsi\"].dropna()),np.mean(frame[\"sepsi\"].dropna()),\n",
    "                 xerr=stats.sem(frame[\"epsi\"].dropna()),yerr=stats.sem(frame[\"sepsi\"].dropna()),\n",
    "                 label=key)\n",
    "plt.yscale(\"log\")\n",
    "plt.ylabel(\"sepsi\")\n",
    "plt.xlabel(\"epsi\")\n",
    "plt.legend(loc=\"upper left\", bbox_to_anchor=(1.025,1))\n",
    "plt.show()\n",
    "#stats.ks_2samp(master[master[\"Class\"]==\"Star\"][\"epsi\"], master[master[\"Class\"]==\"Em\"][\"epsi\"])\n",
    "fig.savefig(\"epsi_sepsi_byclass.png\",dpi=300,bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\seaborn\\distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\seaborn\\distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\seaborn\\distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\seaborn\\distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\seaborn\\distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\seaborn\\distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\seaborn\\distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n",
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\seaborn\\distributions.py:305: UserWarning: Dataset has 0 variance; skipping density estimate.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x576 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,axs = plt.subplots(figsize=(12,8), ncols=2,nrows=2)\n",
    "\n",
    "sns.kdeplot(data=master[master[\"Class\"]!=\"Star\"], x=\"HR4\", hue=\"Class\", ax=axs[0,0], legend=False)\n",
    "sns.kdeplot(data=master[master[\"Class\"]!=\"Star\"], x=\"HR3\", hue=\"Class\", ax=axs[0,1], legend=False)\n",
    "sns.kdeplot(data=master[master[\"Class\"]!=\"Star\"], x=\"HR2\", hue=\"Class\", ax=axs[1,0], legend=False)\n",
    "sns.kdeplot(data=master[master[\"Class\"]!=\"Star\"], x=\"HR1\", hue=\"Class\", ax=axs[1,1], legend=True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This particular catalog pulled from CDS xmatch does not contain XMM flux data besides the broadband value, `Flux8`. However, it does have the four hardness ratios (given by $\\text{HR}_{AB}=\\frac{F_A-F_B}{F_A+F_B}$, where $A$ is the harder of two adjacent bands). This gives rise to the nonlinear system\n",
    "$$ \\begin{cases} F_1+F_2+F_3+F_4+F_5&=F_8 \\\\ \\frac{F_2-F_1}{F_2+F_1}&=\\text{HR}_1 \\\\ \\frac{F_3-F_2}{F_3+F_2}&=\\text{HR}_2 \\\\ \\frac{F_4-F_3}{F_4+F_3}&=\\text{HR}_3 \\\\ \\frac{F_5-F_4}{F_5+F_4}&=\\text{HR}_4 \\end{cases} $$ which usually has a valid solution for the five flux values. Here I use `sympy` to solve for these fluxes where possible."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "91 EmptySet\n",
      "116 EmptySet\n",
      "535 EmptySet\n",
      "687 EmptySet\n",
      "704 EmptySet\n",
      "772 EmptySet\n",
      "1048 EmptySet\n",
      "1145 EmptySet\n",
      "1514 EmptySet\n",
      "1596 FiniteSet((1.432387e-15 - 0.138182385425466*F_5, 9.567613e-15 - 0.922987703161013*F_5, 0, 0.061170088586479*F_5, F_5))\n",
      "1714 EmptySet\n",
      "1817 EmptySet\n",
      "1896 EmptySet\n",
      "1898 EmptySet\n",
      "1908 EmptySet\n",
      "2064 EmptySet\n",
      "2078 EmptySet\n",
      "2111 EmptySet\n",
      "2157 EmptySet\n",
      "2230 EmptySet\n"
     ]
    }
   ],
   "source": [
    "bandnames = [\"Flux\"+num for num in \"12345\"]\n",
    "for i in master[~master[\"HR3\"].isna()].index:\n",
    "    HR1 = master.loc[i,\"HR1\"]\n",
    "    HR2 = master.loc[i,\"HR2\"]\n",
    "    HR3 = master.loc[i,\"HR3\"]\n",
    "    HR4 = master.loc[i,\"HR4\"]\n",
    "    F8 = master.loc[i,\"Flux8\"]\n",
    "    \n",
    "    F1 = sympy.var(\"F_1\")\n",
    "    F2 = sympy.var(\"F_2\")\n",
    "    F3 = sympy.var(\"F_3\")\n",
    "    F4 = sympy.var(\"F_4\")\n",
    "    F5 = sympy.var(\"F_5\")\n",
    "\n",
    "    system = [F1+F2+F3+F4+F5-F8,\n",
    "             (F2-F1)/(F2+F1)-HR1,\n",
    "             (F3-F2)/(F3+F2)-HR2,\n",
    "             (F4-F3)/(F4+F3)-HR3,\n",
    "             (F5-F4)/(F5+F4)-HR4]\n",
    "    vars_ = [F1,F2,F3,F4,F5]\n",
    "    try:\n",
    "        solution = list(list(sympy.nonlinsolve(system, vars_))[0])\n",
    "        master.loc[i,\"Flux1\"] = float(solution[0])\n",
    "        master.loc[i,\"Flux2\"] = float(solution[1])\n",
    "        master.loc[i,\"Flux3\"] = float(solution[2])\n",
    "        master.loc[i,\"Flux4\"] = float(solution[3])\n",
    "        master.loc[i,\"Flux5\"] = float(solution[4])\n",
    "        #print(i)\n",
    "    except:\n",
    "        print(i, sympy.nonlinsolve(system, vars_))\n",
    "        pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pandas\\core\\indexing.py:1596: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  self.obj[key] = _infer_fill_value(value)\n",
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pandas\\core\\indexing.py:1745: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  isetter(ilocs[0], value)\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "xmm_bands = dict(zip(list(\"1234589\"),[(0.2,0.5),(0.5,1.0),(1.0,2.0),(2.0,4.5),(4.5,12.0),(0.2,12.0),(0.5,4.5)]))\n",
    "\n",
    "HMXBs_XMM = master[(master[\"Class\"]==\"HMXB\") & (~master[\"Flux8\"].isna())]\n",
    "other_XMM = master[(master[\"Class\"]!=\"HMXB\") & (~master[\"Flux8\"].isna())]\n",
    "\n",
    "for band in \"12345\":\n",
    "    HMXBs_XMM.loc[:,\"Lum\"+band] = 4*np.pi*HMXBs_XMM.loc[:,\"Flux\"+band]*(HMXBs_XMM.loc[:,\"rest\"]*30856780000000000)**2\n",
    "    other_XMM.loc[:,\"Lum\"+band] = 4*np.pi*other_XMM.loc[:,\"Flux\"+band]*(other_XMM.loc[:,\"rest\"]*30856780000000000)**2\n",
    "\n",
    "chandra_bands = {\"b\":(0.5,7), \"h\":(2,7), \"m\":(1.2,2), \"s\":(0.5,1.2), \"u\":(0.2,0.5)}\n",
    "\n",
    "HMXBs_CXO = master[(master[\"Class\"]==\"HMXB\") & (~master[\"Fluxb\"].isna())]\n",
    "other_CXO = master[(master[\"Class\"]!=\"HMXB\") & (~master[\"Fluxb\"].isna())]\n",
    "\n",
    "for band in \"usmh\":\n",
    "    HMXBs_CXO.loc[:,\"Lum\"+band] = 4*np.pi*HMXBs_CXO.loc[:,\"Flux\"+band]*(HMXBs_CXO.loc[:,\"rest\"]*30856780000000000)**2\n",
    "    other_CXO.loc[:,\"Lum\"+band] = 4*np.pi*other_CXO.loc[:,\"Flux\"+band]*(other_CXO.loc[:,\"rest\"]*30856780000000000)**2\n",
    "    \n",
    "    \n",
    "fig,ax = plt.subplots(figsize=(8,6))\n",
    "# ax.errorbar([np.mean(xmm_bands[band]) for band in \"12345\"],\n",
    "#             [np.mean(HMXBs_XMM[\"Lum\"+band]) for band in \"12345\"],\n",
    "#             xerr=[(xmm_bands[band][1]-xmm_bands[band][0])/2 for band in \"12345\"],\n",
    "#             yerr=[stats.sem(HMXBs_XMM[\"Lum\"+band].dropna()) for band in \"12345\"],\n",
    "#             linestyle=\"\",label=\"XMM: HMXB\")\n",
    "# ax.errorbar([np.mean(xmm_bands[band]) for band in \"12345\"],\n",
    "#             [np.mean(other_XMM[\"Lum\"+band]) for band in \"12345\"],\n",
    "#             xerr=[(xmm_bands[band][1]-xmm_bands[band][0])/2 for band in \"12345\"],\n",
    "#             yerr=[stats.sem(other_XMM[\"Lum\"+band].dropna()) for band in \"12345\"],\n",
    "#             linestyle=\"\",label=\"XMM: other\")\n",
    "plt.errorbar([np.mean(chandra_bands[band]) for band in \"usmh\"],[np.mean(HMXBs_CXO[\"Lum\"+band]) for band in \"usmh\"],\n",
    "             xerr=[(chandra_bands[band][1]-chandra_bands[band][0])/2 for band in \"usmh\"],\n",
    "             yerr=[stats.sem(HMXBs_CXO[\"Lum\"+band].dropna()) for band in \"usmh\"],linestyle=\"\",label=\"CXO: HMXB\")\n",
    "plt.errorbar([np.mean(chandra_bands[band]) for band in \"usmh\"],[np.mean(other_CXO[\"Lum\"+band]) for band in \"usmh\"],\n",
    "             xerr=[(chandra_bands[band][1]-chandra_bands[band][0])/2 for band in \"usmh\"],\n",
    "             yerr=[stats.sem(other_CXO[\"Lum\"+band].dropna()) for band in \"usmh\"],linestyle=\"\",label=\"CXO: other\")\n",
    "ax.set_yscale(\"log\")\n",
    "ax.set_ylim(5e26,1e30)\n",
    "ax.set_xlabel(\"Photon energy [keV]\")\n",
    "ax.set_ylabel(\"Distance-corrected flux [mW]\")\n",
    "ax.legend()\n",
    "plt.show()\n",
    "fig.savefig(\"./plots/hmxb_spectrum.png\",dpi=300,bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "master.to_csv(\"./catalogs/master.csv\",index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "for band in \"usmh\":\n",
    "    master.loc[:,\"Lum\"+band] = 4*np.pi*master.loc[:,\"Flux\"+band]*(master.loc[:,\"rest\"]*30856780000000000)**2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20 35 18 51\n"
     ]
    }
   ],
   "source": [
    "print(len(HMXBs_CXO),len(other_CXO),len(HMXBs_XMM),len(other_XMM))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "xray = master[(~master[\"4XMM\"].isna()) | (~master[\"2CXO\"].isna()) | (~master[\"2SXPS\"].isna())]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\caden gobat\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pandas\\core\\indexing.py:1765: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  isetter(loc, value)\n"
     ]
    }
   ],
   "source": [
    "for i in xray.index:\n",
    "    cats = [\"Gaia\",\"2CXO\",\"4XMM\",\"2SXPS\"]\n",
    "    if pd.isna(xray.loc[i,\"source_id\"]):\n",
    "        cats.remove(\"Gaia\")\n",
    "    if pd.isna(xray.loc[i,\"2CXO\"]):\n",
    "        cats.remove(\"2CXO\")\n",
    "    if pd.isna(xray.loc[i,\"4XMM\"]):\n",
    "        cats.remove(\"4XMM\")\n",
    "    if pd.isna(xray.loc[i,\"2SXPS\"]):\n",
    "        cats.remove(\"2SXPS\")\n",
    "    xray.loc[i,\"Catalogs\"] = str(cats)[1:-1].replace(\"'\",\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\\begin{tabular}{rllllrrrl}\n",
      "\\toprule\n",
      "    \\# &                 Be star &           RA &           DEC &     Class &       Gmag &   epsi &          rest &                 Catalogs \\\\\n",
      "\\midrule\n",
      "   52 &         RX J0049.7-7323 &  00 49 41.99 &  -73 23 14.71 &      HMXB &  14.825013 &  0.074 &  10961.523170 &         Gaia, 2CXO, 4XMM \\\\\n",
      "   60 &                  DZ Tuc &  00 50 44.69 &  -73 16 05.16 &      HMXB &  15.356619 &  0.119 &   9042.696195 &  Gaia, 2CXO, 4XMM, 2SXPS \\\\\n",
      "   66 &                  SMC 25 &  00 51 52.01 &  -73 10 33.96 &      HMXB &  14.351566 &  0.207 &  12460.374970 &         Gaia, 2CXO, 4XMM \\\\\n",
      "   67 &          2E 0050.1-7247 &  00 51 53.17 &  -72 31 48.50 &      HMXB &  14.812205 &  0.319 &   7030.854573 &               Gaia, 2CXO \\\\\n",
      "   69 &               X SMC X-3 &  00 52 05.77 &  -72 26 03.19 &   Unknown &        NaN &    NaN &           NaN &               2CXO, 4XMM \\\\\n",
      "   71 &          2E 0050.4-7335 &  00 52 13.99 &  -73 19 18.84 &      HMXB &  14.600782 &  0.169 &  12300.908922 &               Gaia, 2CXO \\\\\n",
      "   82 &   CXOU J005323.8-722715 &  00 53 23.90 &  -72 27 15.12 &      HMXB &  16.208595 &  0.195 &   6692.143440 &  Gaia, 2CXO, 4XMM, 2SXPS \\\\\n",
      "   92 &  Cl* NGC 330 ELS 065055 &  00 53 55.34 &  -72 26 45.30 &      HMXB &  14.696922 &  0.209 &   8356.617282 &  Gaia, 2CXO, 4XMM, 2SXPS \\\\\n",
      "  117 &  Cl* NGC 330 ELS 016486 &  00 54 46.42 &  -72 25 22.76 &      HMXB &  15.493979 &  0.142 &   7532.261814 &         Gaia, 2CXO, 4XMM \\\\\n",
      "  164 &          2E 0054.4-7237 &  00 56 05.21 &  -72 22 00.12 &   Unknown &        NaN &    NaN &           NaN &                     4XMM \\\\\n",
      "  217 &                 gam Cas &  00 56 42.53 &   60 43 00.27 &        Em &   1.824674 &  5.731 &           NaN &               Gaia, 4XMM \\\\\n",
      "  228 &         RX J0057.4-7325 &  00 57 27.00 &  -73 25 19.55 &      HMXB &  15.631184 &  0.222 &   4952.260995 &               Gaia, 2CXO \\\\\n",
      "  248 &             [HP2004] 39 &  01 00 30.19 &  -72 20 35.16 &   Unknown &        NaN &    NaN &           NaN &                     4XMM \\\\\n",
      "  258 &         RX J0101.3-7211 &  01 01 20.81 &  -72 11 18.96 &      HMXB &  15.649716 &  0.317 &   7108.137548 &  Gaia, 2CXO, 4XMM, 2SXPS \\\\\n",
      "  271 &         RX J0105.5-7221 &  01 04 35.52 &  -72 21 47.81 &      HMXB &  15.145568 &  0.254 &   7178.429367 &               Gaia, 2CXO \\\\\n",
      "  287 &          XTE J0111-7317 &  01 11 08.40 &  -73 16 45.84 &      HMXB &  15.467989 &  0.157 &  10082.489066 &               Gaia, 4XMM \\\\\n",
      "  336 &                ACHERNAR &  01 37 42.85 &  -57 14 12.31 &        Em &        NaN &    NaN &           NaN &                     4XMM \\\\\n",
      "  382 &                V831 Cas &  01 47 00.17 &   61 21 23.69 &      HMXB &  11.212690 &  0.000 &   2496.800960 &               Gaia, 4XMM \\\\\n",
      "  465 &                V782 Cas &  02 08 45.44 &   65 02 14.73 &        Em &   7.481212 &  0.000 &    921.393309 &               Gaia, 4XMM \\\\\n",
      "  512 &               BD+56 511 &  02 18 47.92 &   57 04 02.09 &        Em &   9.016723 &  0.000 &   2208.360456 &               Gaia, 2CXO \\\\\n",
      "  514 &       Cl* NGC 869 W 284 &  02 18 56.82 &   57 07 43.21 &        Em &  12.024322 &  0.000 &   2470.994932 &               Gaia, 2CXO \\\\\n",
      "  516 &    Cl* NGC 869 LAV 1039 &  02 19 08.56 &   57 03 49.10 &        Em &  12.303860 &  2.613 &   2651.028630 &               Gaia, 2CXO \\\\\n",
      "  520 &                HD 14162 &  02 19 27.45 &   57 08 18.16 &        Em &   9.277315 &  0.000 &   2207.221690 &               Gaia, 2CXO \\\\\n",
      "  536 &            NGC 884 2079 &  02 21 42.92 &   57 18 29.02 &   Unknown &        NaN &    NaN &           NaN &                     4XMM \\\\\n",
      "  597 &                V615 Cas &  02 40 31.67 &   61 13 45.61 &      HMXB &  10.393323 &  0.000 &   2445.127295 &  Gaia, 2CXO, 4XMM, 2SXPS \\\\\n",
      "  682 &         GSC 02342-00359 &  03 29 10.32 &   31 21 59.51 &    Binary &        NaN &    NaN &           NaN &               2CXO, 4XMM \\\\\n",
      "  688 &                  BQ Cam &  03 34 59.89 &   53 10 23.59 &      HMXB &  14.219653 &  0.199 &   5133.033618 &         Gaia, 2CXO, 4XMM \\\\\n",
      "  695 &                  MEROPE &  03 46 19.57 &   23 56 54.08 &        Em &   4.090774 &  1.960 &    105.563016 &               Gaia, 2CXO \\\\\n",
      "  705 &                 Menkhib &  03 58 57.90 &   35 47 27.71 &    Binary &   3.868078 &  1.911 &   1134.383761 &               Gaia, 4XMM \\\\\n",
      "  745 &                 lam Eri &  05 09 08.78 &  -08 45 14.69 &        Em &   4.149464 &  2.297 &    216.352640 &               Gaia, 4XMM \\\\\n",
      "  758 &         RX J0516.0-6916 &  05 16 00.10 &  -69 16 09.12 &      HMXB &        NaN &    NaN &           NaN &              4XMM, 2SXPS \\\\\n",
      "  772 &                  25 Ori &  05 24 44.83 &   01 50 47.20 &        Em &   4.626674 &  1.561 &    258.886994 &         Gaia, 2CXO, 4XMM \\\\\n",
      "  842 &         RX J0531.2-6609 &  05 31 13.30 &  -66 07 05.16 &      HMXB &        NaN &    NaN &           NaN &              4XMM, 2SXPS \\\\\n",
      "  855 &         RX J0535.0-6700 &  05 35 05.90 &  -67 00 15.84 &      HMXB &  14.807372 &  0.178 &   8511.608652 &               Gaia, 4XMM \\\\\n",
      "  856 &               V1230 Ori &  05 35 20.71 &  -05 21 44.39 &  Variable &   9.437505 &  0.099 &    429.795209 &               Gaia, 2CXO \\\\\n",
      "  857 &                  43 Ori &  05 35 22.90 &  -05 24 57.82 &    Binary &   4.929690 &  1.080 &    453.820093 &         Gaia, 2CXO, 4XMM \\\\\n",
      "  892 &                V725 Tau &  05 38 54.57 &   26 18 56.83 &      HMXB &   8.681434 &  0.000 &   2126.258147 &  Gaia, 2CXO, 4XMM, 2SXPS \\\\\n",
      "  942 &                HD 42054 &  06 07 03.67 &  -34 18 43.28 &        Em &   5.746292 &  0.402 &    333.694343 &               Gaia, 4XMM \\\\\n",
      "  972 &                  PZ Gem &  06 27 15.78 &   14 53 21.22 &        Em &   6.396964 &  0.086 &    809.137660 &               Gaia, 4XMM \\\\\n",
      "  985 &      Cl* NGC 2244 PS 26 &  06 31 29.75 &   04 54 49.45 &        Em &  12.284606 &  0.000 &   1504.327553 &               Gaia, 2CXO \\\\\n",
      "  987 &    Cl* NGC 2244 JOHN 33 &  06 32 15.48 &   04 55 20.21 &       YSO &  11.891901 &  0.000 &   1587.831896 &               Gaia, 2CXO \\\\\n",
      "  990 &               HD 259440 &  06 32 59.25 &   05 48 01.18 &      HMXB &   8.872496 &  0.000 &   2555.145189 &        Gaia, 4XMM, 2SXPS \\\\\n",
      " 1001 &                  15 Mon &  06 40 58.66 &   09 53 44.72 &        Em &   4.509574 &  2.758 &   3216.112711 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 1046 &                  19 Mon &  07 02 54.78 &  -04 14 21.24 &  Variable &   4.910545 &  1.047 &    388.026324 &               Gaia, 4XMM \\\\\n",
      " 1080 &                HD 57682 &  07 22 02.05 &  -08 58 45.77 &      Star &   6.366022 &  0.170 &   1201.768227 &               Gaia, 4XMM \\\\\n",
      " 1116 &                  BN Gem &  07 37 05.73 &   16 54 15.30 &        Em &   6.660056 &  0.170 &   2561.654454 &               Gaia, 4XMM \\\\\n",
      " 1143 &                V392 Pup &  07 46 10.54 &  -37 56 01.21 &        Em &   5.833981 &  0.574 &    202.983598 &               Gaia, 4XMM \\\\\n",
      " 1161 &              CD-29 5159 &  07 55 42.49 &  -29 33 53.58 &        Em &   9.940406 &  0.000 &   3437.038478 &              Gaia, 2SXPS \\\\\n",
      " 1168 &                V374 Car &  07 58 50.55 &  -60 49 28.06 &        Em &   5.798978 &  0.725 &    398.750496 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 1270 &                  QR Vel &  09 21 58.42 &  -51 10 35.42 &        Em &  10.020493 &  0.000 &   2910.666419 &              Gaia, 2SXPS \\\\\n",
      " 1330 &                HD 90563 &  10 25 52.46 &  -58 47 07.13 &        Em &   9.970703 &  0.000 &   3016.984675 &               Gaia, 4XMM \\\\\n",
      " 1373 &               HD 303296 &  10 42 25.04 &  -59 09 24.49 &      Star &   9.553513 &  0.296 &   1402.796803 &               Gaia, 2CXO \\\\\n",
      " 1375 &                HD 93190 &  10 44 19.62 &  -59 16 58.82 &        Em &   8.373357 &  0.000 &   2725.954411 &               Gaia, 2CXO \\\\\n",
      " 1379 &               HD 305560 &  10 46 28.45 &  -60 33 50.76 &      Star &   9.596666 &  0.000 &   9761.388078 &              Gaia, 2SXPS \\\\\n",
      " 1389 &                HD 93843 &  10 48 37.78 &  -60 13 25.47 &  Variable &   7.261944 &  0.106 &   2448.658182 &               Gaia, 2CXO \\\\\n",
      " 1411 &               HD 305891 &  11 02 29.99 &  -60 48 55.86 &        Em &  10.204387 &  0.183 &   2366.499789 &               Gaia, 4XMM \\\\\n",
      " 1448 &          2E 1118.7-6138 &  11 20 57.22 &  -61 55 00.29 &      HMXB &  11.598115 &  0.000 &   2925.148728 &               Gaia, 2CXO \\\\\n",
      " 1451 &                HD 99146 &  11 23 52.97 &  -59 18 17.32 &        Em &   8.005087 &  1.260 &   2050.551422 &               Gaia, 2CXO \\\\\n",
      " 1456 &               HD 100199 &  11 31 06.91 &  -62 56 48.94 &      HMXB &   8.125551 &  0.277 &   1264.492130 &               Gaia, 2CXO \\\\\n",
      " 1492 &                V801 Cen &  11 48 00.02 &  -62 12 24.89 &        Em &   8.631836 &  0.000 &   2228.149023 &               Gaia, 2CXO \\\\\n",
      " 1509 &                V863 Cen &  12 08 05.22 &  -50 39 40.57 &        Em &   4.390621 &  2.304 &    101.425696 &               Gaia, 4XMM \\\\\n",
      " 1510 &                 del Cen &  12 08 21.50 &  -50 43 20.74 &        Em &  15.978441 &  4.494 &   4687.715783 &               Gaia, 4XMM \\\\\n",
      " 1537 &                  BZ Cru &  12 42 50.27 &  -63 03 31.05 &        Em &   5.117424 &  0.619 &    416.401521 &               Gaia, 4XMM \\\\\n",
      " 1563 &             CPD-63 2495 &  13 02 47.66 &  -63 50 08.67 &      HMXB &   9.625128 &  0.000 &   2243.231078 &  Gaia, 2CXO, 4XMM, 2SXPS \\\\\n",
      " 1591 &               HD 117357 &  13 31 15.49 &  -61 43 57.42 &  Variable &   9.023625 &  0.000 &   2386.711640 &               Gaia, 4XMM \\\\\n",
      " 1601 &               HD 119682 &  13 46 32.57 &  -62 55 24.13 &        Em &   8.563392 &  0.138 &   1620.055073 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 1608 &               HD 120526 &  13 52 17.33 &  -66 24 15.81 &        Em &   8.752390 &  0.103 &   1016.865367 &               Gaia, 2CXO \\\\\n",
      " 1611 &                V767 Cen &  13 53 57.24 &  -47 07 41.39 &        Em &   6.166220 &  0.624 &   3152.266976 &               Gaia, 4XMM \\\\\n",
      " 1703 &               V1040 Sco &  15 53 55.86 &  -23 58 41.15 &        Em &   5.350556 &  0.567 &    140.830134 &               Gaia, 2CXO \\\\\n",
      " 1709 &                  48 Lib &  15 58 11.37 &  -14 16 45.69 &        Em &   4.717305 &  1.240 &    132.802982 &               Gaia, 4XMM \\\\\n",
      " 1758 &                 zet Oph &  16 37 09.54 &  -10 34 01.53 &        Em &   2.463160 &  2.807 &    181.879569 &               Gaia, 2CXO \\\\\n",
      " 1790 &               HD 153295 &  17 00 25.25 &  -42 19 00.29 &      HMXB &   8.677724 &  0.000 &   1562.363954 &               Gaia, 2CXO \\\\\n",
      " 1812 &               V1075 Sco &  17 15 19.25 &  -33 32 54.31 &        Em &   5.645035 &  0.353 &    990.448639 &               Gaia, 4XMM \\\\\n",
      " 1827 &                 gam Ara &  17 25 23.66 &  -56 22 39.81 &        Em &   3.163941 &  2.074 &    275.268484 &               Gaia, 4XMM \\\\\n",
      " 1829 &                V750 Ara &  17 27 54.81 &  -47 01 34.40 &        Em &   6.544990 &  0.000 &   1078.415993 &               Gaia, 4XMM \\\\\n",
      " 1838 &     Cl* NGC 6383 FJL 24 &  17 34 47.94 &  -32 35 20.29 &      Star &  11.270289 &  0.000 &   1426.840775 &               Gaia, 4XMM \\\\\n",
      " 1851 &               V3892 Sgr &  17 44 45.78 &  -27 13 44.50 &        Em &   8.204665 &  0.000 &   1176.710018 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 1858 &               HD 316341 &  17 48 35.53 &  -29 57 28.81 &        Em &   9.608113 &  0.000 &   1847.922891 &               Gaia, 2CXO \\\\\n",
      " 1868 &               HD 316520 &  17 52 03.41 &  -28 45 31.21 &        Em &  10.639749 &  0.000 &   1633.451625 &               Gaia, 2CXO \\\\\n",
      " 1875 &               HD 316568 &  17 54 42.71 &  -29 43 47.61 &        Em &   9.628762 &  0.000 &   2084.344497 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 1887 &              HD 164492D &  18 02 23.13 &  -23 01 59.95 &        Em &   8.810022 &  0.589 &   2858.555664 &               Gaia, 2CXO \\\\\n",
      " 1891 &    Cl* NGC 6530 ZCW 175 &  18 04 11.17 &  -24 21 45.11 &       YSO &  10.353526 &  0.063 &   1031.844943 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 1893 &               HD 164906 &  18 04 25.84 &  -24 23 08.35 &        Em &   7.325513 &  0.000 &   1199.468804 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 1895 &    Cl* NGC 6530 ZCW 221 &  18 04 29.00 &  -24 25 26.22 &       YSO &  10.621861 &  0.000 &   1260.336212 &               Gaia, 2CXO \\\\\n",
      " 1896 &    Cl* NGC 6530 ZCW 228 &  18 04 32.93 &  -24 18 44.57 &       YSO &  10.416478 &  0.076 &   1033.908698 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 1900 &               HD 164947 &  18 04 41.69 &  -24 20 53.88 &   Unknown &        NaN &    NaN &           NaN &                     4XMM \\\\\n",
      " 1903 &    Cl* NGC 6530 ZCW 254 &  18 04 50.61 &  -24 25 42.08 &        Em &  11.743335 &  0.000 &   1317.424827 &               Gaia, 4XMM \\\\\n",
      " 1908 &               HD 165783 &  18 08 27.09 &  -19 52 07.96 &        Em &   8.253382 &  0.000 &   1487.436434 &               Gaia, 4XMM \\\\\n",
      " 1911 &               V3903 Sgr &  18 09 17.70 &  -23 59 18.23 &  Variable &   7.198069 &  0.000 &   1072.418947 &               Gaia, 2CXO \\\\\n",
      " 1929 &     Cl* NGC 6611 PPM 38 &  18 18 39.76 &  -13 46 55.70 &        Em &  13.500635 &  0.000 &   1874.022931 &               Gaia, 2CXO \\\\\n",
      " 1930 &              BD-13 4928 &  18 18 42.79 &  -13 46 50.41 &        Em &   9.921766 &  0.000 &   1753.948019 &         Gaia, 2CXO, 4XMM \\\\\n",
      " 2033 &               HD 344783 &  19 43 06.79 &   23 16 12.40 &        Em &   9.677315 &  1.546 &   1698.680329 &               Gaia, 2CXO \\\\\n",
      " 2059 &               HD 190864 &  20 05 39.80 &   35 36 27.99 &        Em &   7.676682 &  0.000 &   1936.405900 &               Gaia, 4XMM \\\\\n",
      " 2069 &               HD 228256 &  20 11 54.37 &   40 00 29.63 &        Em &   9.969179 &  0.000 &   2330.535303 &              Gaia, 2SXPS \\\\\n",
      " 2073 &               HD 228438 &  20 13 50.28 &   36 37 22.53 &        Em &   8.110167 &  0.000 &   2345.481027 &        Gaia, 4XMM, 2SXPS \\\\\n",
      " 2075 &               HD 228535 &  20 14 55.34 &   36 51 12.83 &        Em &  10.062037 &  0.000 &   2274.380704 &               Gaia, 4XMM \\\\\n",
      " 2101 &               V2246 Cyg &  20 32 15.19 &   37 38 15.00 &   Unknown &        NaN &  0.644 &   3636.517851 &                     4XMM \\\\\n",
      " 2106 &                   W Del &  20 37 40.09 &   18 17 03.78 &    Binary &   9.726952 &  0.118 &    796.328639 &               Gaia, 4XMM \\\\\n",
      " 2123 &               HD 198931 &  20 52 09.72 &   44 26 04.61 &        Em &   8.465517 &  1.048 &    805.315168 &  Gaia, 2CXO, 4XMM, 2SXPS \\\\\n",
      " 2134 &         GSC 03588-00834 &  21 03 35.71 &   45 45 05.51 &      HMXB &  13.762235 &  0.000 &   6425.242761 &        Gaia, 2CXO, 2SXPS \\\\\n",
      " 2152 &                  ALFIRK &  21 28 39.60 &   70 33 38.57 &  Variable &   2.943437 &  5.200 &    105.209244 &               Gaia, 4XMM \\\\\n",
      " 2162 &                V490 Cep &  21 39 30.72 &   56 59 10.01 &      HMXB &  13.816741 &  0.000 &  10167.831391 &               Gaia, 2CXO \\\\\n",
      " 2171 &                  EM Cep &  21 53 48.10 &   62 36 51.94 &        Em &   6.940358 &  1.275 &   3553.114913 &               Gaia, 2CXO \\\\\n",
      " 2185 &              BD+53 2790 &  22 07 56.24 &   54 31 06.40 &      HMXB &   9.738603 &  0.000 &   3344.543222 &               Gaia, 4XMM \\\\\n",
      " 2198 &                  pi Aqr &  22 25 16.62 &   01 22 38.63 &        Em &   4.525897 &  1.727 &    289.358414 &               Gaia, 4XMM \\\\\n",
      " 2213 &              4U 2238+60 &  22 39 20.90 &   61 16 26.80 &      HMXB &  14.150669 &  0.076 &   8029.177714 &               Gaia, 2CXO \\\\\n",
      " 2218 &             EM* MWC 659 &  22 47 45.37 &   57 16 50.78 &        Em &   9.912913 &  0.000 &   3286.665007 &              Gaia, 2SXPS \\\\\n",
      " 2225 &              BD+61 2355 &  22 52 29.19 &   62 41 09.81 &        Em &   9.537966 &  0.514 &    565.965987 &               Gaia, 4XMM \\\\\n",
      "\\bottomrule\n",
      "\\end{tabular}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "#print(list(xray.columns))\n",
    "print(xray[[\"#\",\"Be star\",\"RA\",\"DEC\",\"Class\",\"Gmag\",\"epsi\",\"rest\",\"Catalogs\"]].to_latex(index=False))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Be star</th>\n",
       "      <th>Category</th>\n",
       "      <th>RA</th>\n",
       "      <th>DEC</th>\n",
       "      <th>V</th>\n",
       "      <th>Type</th>\n",
       "      <th>vsini</th>\n",
       "      <th>Nb of spectra in BeSS</th>\n",
       "      <th>_RAJ2000_Gaia</th>\n",
       "      <th>_DEJ2000_Gaia</th>\n",
       "      <th>source_id</th>\n",
       "      <th>parallax</th>\n",
       "      <th>pmra_x</th>\n",
       "      <th>pmdec_x</th>\n",
       "      <th>Gflux</th>\n",
       "      <th>Gmag</th>\n",
       "      <th>BPflux</th>\n",
       "      <th>BPmag</th>\n",
       "      <th>RPflux</th>\n",
       "      <th>RPmag</th>\n",
       "      <th>radial_velocity</th>\n",
       "      <th>teff_val</th>\n",
       "      <th>a_g_val</th>\n",
       "      <th>radius_val</th>\n",
       "      <th>lum_val</th>\n",
       "      <th>gaia_id</th>\n",
       "      <th>_RAJ2000_gaia2dis</th>\n",
       "      <th>_DEJ2000_gaia2dis</th>\n",
       "      <th>rest</th>\n",
       "      <th>main_id</th>\n",
       "      <th>_RAJ2000_Simbad</th>\n",
       "      <th>_DEJ2000_Simbad</th>\n",
       "      <th>main_type</th>\n",
       "      <th>other_types</th>\n",
       "      <th>radvel</th>\n",
       "      <th>redshift</th>\n",
       "      <th>sp_type</th>\n",
       "      <th>plx</th>\n",
       "      <th>pmra_y</th>\n",
       "      <th>pmdec_y</th>\n",
       "      <th>B</th>\n",
       "      <th>V.1</th>\n",
       "      <th>R</th>\n",
       "      <th>J</th>\n",
       "      <th>H</th>\n",
       "      <th>K</th>\n",
       "      <th>u</th>\n",
       "      <th>g</th>\n",
       "      <th>r</th>\n",
       "      <th>i</th>\n",
       "      <th>z</th>\n",
       "      <th>_RAJ2000_CXO</th>\n",
       "      <th>_DEJ2000_CXO</th>\n",
       "      <th>2CXO</th>\n",
       "      <th>Fluxb</th>\n",
       "      <th>Fluxh</th>\n",
       "      <th>Fluxm</th>\n",
       "      <th>Fluxs</th>\n",
       "      <th>Fluxu</th>\n",
       "      <th>Fluxw</th>\n",
       "      <th>S/N</th>\n",
       "      <th>NHGal</th>\n",
       "      <th>HRhm</th>\n",
       "      <th>HRhs</th>\n",
       "      <th>HRms</th>\n",
       "      <th>_RAJ2000_XRT</th>\n",
       "      <th>_DEJ2000_XRT</th>\n",
       "      <th>2SXPS</th>\n",
       "      <th>CR0</th>\n",
       "      <th>HR_1</th>\n",
       "      <th>HR_2</th>\n",
       "      <th>PcstS0</th>\n",
       "      <th>FPO0</th>\n",
       "      <th>FPU0</th>\n",
       "      <th>_RAJ2000_XMM</th>\n",
       "      <th>_DEJ2000_XMM</th>\n",
       "      <th>Source</th>\n",
       "      <th>4XMM</th>\n",
       "      <th>Flux8</th>\n",
       "      <th>HR1</th>\n",
       "      <th>HR2</th>\n",
       "      <th>HR3</th>\n",
       "      <th>HR4</th>\n",
       "      <th>VarFlag</th>\n",
       "      <th>_RAJ2000_HMXB</th>\n",
       "      <th>_DEJ2000_HMXB</th>\n",
       "      <th>HMXB_Name</th>\n",
       "      <th>Type.1</th>\n",
       "      <th>Vmag</th>\n",
       "      <th>Porb</th>\n",
       "      <th>SpType</th>\n",
       "      <th>epsi</th>\n",
       "      <th>sepsi</th>\n",
       "      <th>Class</th>\n",
       "      <th>Flux1</th>\n",
       "      <th>Flux2</th>\n",
       "      <th>Flux3</th>\n",
       "      <th>Flux4</th>\n",
       "      <th>Flux5</th>\n",
       "      <th>Lumu</th>\n",
       "      <th>Lums</th>\n",
       "      <th>Lumm</th>\n",
       "      <th>Lumh</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>52</td>\n",
       "      <td>RX J0049.7-7323</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 49 41.99</td>\n",
       "      <td>-73 23 14.71</td>\n",
       "      <td>14.980</td>\n",
       "      <td>B2Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>12.425031</td>\n",
       "      <td>-73.387410</td>\n",
       "      <td>4.685927e+18</td>\n",
       "      <td>-0.0403</td>\n",
       "      <td>0.623</td>\n",
       "      <td>-1.152</td>\n",
       "      <td>22148.3</td>\n",
       "      <td>14.825013</td>\n",
       "      <td>1.631400e+04</td>\n",
       "      <td>14.819985</td>\n",
       "      <td>1.130850e+04</td>\n",
       "      <td>14.628409</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9281.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.685927e+18</td>\n",
       "      <td>12.425040</td>\n",
       "      <td>-73.387415</td>\n",
       "      <td>10961.523170</td>\n",
       "      <td>LIN 139</td>\n",
       "      <td>12.425031</td>\n",
       "      <td>-73.387410</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>Em*|HXB|IR |X  |*  |Psr|Be?|Psr|HXB|Em*|HXB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>O9.5-B0.5III-V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.62</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>15.000</td>\n",
       "      <td>14.980</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.551</td>\n",
       "      <td>14.482</td>\n",
       "      <td>14.303</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.425003</td>\n",
       "      <td>-73.387415</td>\n",
       "      <td>J004942.0-732314</td>\n",
       "      <td>3.639864e-14</td>\n",
       "      <td>2.823236e-14</td>\n",
       "      <td>6.315251e-15</td>\n",
       "      <td>1.991827e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.367</td>\n",
       "      <td>4.58</td>\n",
       "      <td>0.30106</td>\n",
       "      <td>0.54841</td>\n",
       "      <td>0.29482</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.426001</td>\n",
       "      <td>-73.387425</td>\n",
       "      <td>2.011000e+14</td>\n",
       "      <td>J004942.2-732314</td>\n",
       "      <td>7.610000e-13</td>\n",
       "      <td>0.781369</td>\n",
       "      <td>0.672771</td>\n",
       "      <td>0.141023</td>\n",
       "      <td>-0.024442</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.853</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>4.791783e-15</td>\n",
       "      <td>3.904265e-14</td>\n",
       "      <td>1.995832e-13</td>\n",
       "      <td>2.651166e-13</td>\n",
       "      <td>2.524658e-13</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>2.863548e+27</td>\n",
       "      <td>9.079115e+27</td>\n",
       "      <td>4.058823e+28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>60</td>\n",
       "      <td>DZ Tuc</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 50 44.69</td>\n",
       "      <td>-73 16 05.16</td>\n",
       "      <td>15.440</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>12.686282</td>\n",
       "      <td>-73.268176</td>\n",
       "      <td>4.685929e+18</td>\n",
       "      <td>-0.0418</td>\n",
       "      <td>0.755</td>\n",
       "      <td>-1.126</td>\n",
       "      <td>13573.7</td>\n",
       "      <td>15.356619</td>\n",
       "      <td>1.056320e+04</td>\n",
       "      <td>15.291896</td>\n",
       "      <td>6.298320e+03</td>\n",
       "      <td>15.263858</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9572.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.685929e+18</td>\n",
       "      <td>12.686293</td>\n",
       "      <td>-73.268181</td>\n",
       "      <td>9042.696195</td>\n",
       "      <td>V* DZ Tuc</td>\n",
       "      <td>12.686282</td>\n",
       "      <td>-73.268176</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>IR |V* |HXB|X  |Em*|Psr|*  |Psr|HXB|Em*|HXB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B0-B0.5V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.76</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>15.370</td>\n",
       "      <td>15.440</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.296</td>\n",
       "      <td>15.160</td>\n",
       "      <td>15.010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.686215</td>\n",
       "      <td>-73.268134</td>\n",
       "      <td>J005044.6-731605</td>\n",
       "      <td>4.052841e-13</td>\n",
       "      <td>3.564553e-13</td>\n",
       "      <td>3.766034e-14</td>\n",
       "      <td>1.595900e-14</td>\n",
       "      <td>2.641786e-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>66.336</td>\n",
       "      <td>4.83</td>\n",
       "      <td>0.52467</td>\n",
       "      <td>0.64085</td>\n",
       "      <td>0.17489</td>\n",
       "      <td>12.68685</td>\n",
       "      <td>-73.26817</td>\n",
       "      <td>24913.0</td>\n",
       "      <td>0.0180</td>\n",
       "      <td>0.594</td>\n",
       "      <td>0.461</td>\n",
       "      <td>4.710000e-02</td>\n",
       "      <td>1.507000e-12</td>\n",
       "      <td>1.640000e-12</td>\n",
       "      <td>12.686311</td>\n",
       "      <td>-73.268182</td>\n",
       "      <td>2.011000e+14</td>\n",
       "      <td>J005044.7-731605</td>\n",
       "      <td>9.690000e-13</td>\n",
       "      <td>0.850844</td>\n",
       "      <td>0.628668</td>\n",
       "      <td>0.120864</td>\n",
       "      <td>-0.073112</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.119</td>\n",
       "      <td>1.610</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>4.914828e-15</td>\n",
       "      <td>6.098702e-14</td>\n",
       "      <td>2.674900e-13</td>\n",
       "      <td>3.410393e-13</td>\n",
       "      <td>2.945688e-13</td>\n",
       "      <td>2.584667e+28</td>\n",
       "      <td>1.561395e+28</td>\n",
       "      <td>3.684607e+28</td>\n",
       "      <td>3.487483e+29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>66</td>\n",
       "      <td>SMC 25</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 51 52.01</td>\n",
       "      <td>-73 10 33.96</td>\n",
       "      <td>14.450</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>12.966770</td>\n",
       "      <td>-73.176151</td>\n",
       "      <td>4.685938e+18</td>\n",
       "      <td>-0.1357</td>\n",
       "      <td>0.725</td>\n",
       "      <td>-1.064</td>\n",
       "      <td>34254.7</td>\n",
       "      <td>14.351566</td>\n",
       "      <td>2.655240e+04</td>\n",
       "      <td>14.291129</td>\n",
       "      <td>1.536340e+04</td>\n",
       "      <td>14.295699</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9522.75</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.685938e+18</td>\n",
       "      <td>12.966780</td>\n",
       "      <td>-73.176155</td>\n",
       "      <td>12460.374970</td>\n",
       "      <td>LIN 193</td>\n",
       "      <td>12.966770</td>\n",
       "      <td>-73.176151</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>Em*|HXB|X  |*  |IR |SNR|Psr|Be*|Be?|Psr|HXB|Em...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>O9.5-B0V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.73</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>14.380</td>\n",
       "      <td>14.450</td>\n",
       "      <td>14.24</td>\n",
       "      <td>14.430</td>\n",
       "      <td>14.760</td>\n",
       "      <td>14.500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.966979</td>\n",
       "      <td>-73.176218</td>\n",
       "      <td>J005152.0-731034</td>\n",
       "      <td>5.698938e-13</td>\n",
       "      <td>4.396309e-13</td>\n",
       "      <td>6.843061e-14</td>\n",
       "      <td>7.165196e-14</td>\n",
       "      <td>1.033156e-12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50.777</td>\n",
       "      <td>5.03</td>\n",
       "      <td>0.35228</td>\n",
       "      <td>0.19613</td>\n",
       "      <td>-0.16740</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.966676</td>\n",
       "      <td>-73.176081</td>\n",
       "      <td>2.011000e+14</td>\n",
       "      <td>J005152.0-731033</td>\n",
       "      <td>1.890000e-12</td>\n",
       "      <td>0.664199</td>\n",
       "      <td>0.297753</td>\n",
       "      <td>-0.034882</td>\n",
       "      <td>-0.193246</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.207</td>\n",
       "      <td>8.320</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>6.421972e-14</td>\n",
       "      <td>3.182671e-13</td>\n",
       "      <td>5.881578e-13</td>\n",
       "      <td>5.485086e-13</td>\n",
       "      <td>3.708468e-13</td>\n",
       "      <td>1.919284e+30</td>\n",
       "      <td>1.331071e+29</td>\n",
       "      <td>1.271229e+29</td>\n",
       "      <td>8.166980e+29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>69</td>\n",
       "      <td>X SMC X-3</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 52 05.77</td>\n",
       "      <td>-72 26 03.19</td>\n",
       "      <td>14.910</td>\n",
       "      <td>O9IVe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.023399</td>\n",
       "      <td>-72.434343</td>\n",
       "      <td>J005205.6-722603</td>\n",
       "      <td>5.829137e-15</td>\n",
       "      <td>3.983013e-15</td>\n",
       "      <td>6.938505e-16</td>\n",
       "      <td>1.317153e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>38.810</td>\n",
       "      <td>7.15</td>\n",
       "      <td>0.29357</td>\n",
       "      <td>-0.25359</td>\n",
       "      <td>-0.49969</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.023690</td>\n",
       "      <td>-72.434312</td>\n",
       "      <td>2.050098e+14</td>\n",
       "      <td>J005205.6-722603</td>\n",
       "      <td>1.290000e-12</td>\n",
       "      <td>0.662555</td>\n",
       "      <td>0.442941</td>\n",
       "      <td>-0.007716</td>\n",
       "      <td>-0.290036</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>3.379483e-14</td>\n",
       "      <td>1.665035e-13</td>\n",
       "      <td>4.312913e-13</td>\n",
       "      <td>4.246866e-13</td>\n",
       "      <td>2.337238e-13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>82</td>\n",
       "      <td>CXOU J005323.8-722715</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 53 23.90</td>\n",
       "      <td>-72 27 15.12</td>\n",
       "      <td>16.190</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>13.349412</td>\n",
       "      <td>-72.454291</td>\n",
       "      <td>4.689005e+18</td>\n",
       "      <td>-0.0110</td>\n",
       "      <td>0.679</td>\n",
       "      <td>-1.264</td>\n",
       "      <td>6193.1</td>\n",
       "      <td>16.208595</td>\n",
       "      <td>5.186340e+03</td>\n",
       "      <td>16.064236</td>\n",
       "      <td>2.515100e+03</td>\n",
       "      <td>16.260530</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8565.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.689005e+18</td>\n",
       "      <td>13.349421</td>\n",
       "      <td>-72.454296</td>\n",
       "      <td>6692.143440</td>\n",
       "      <td>RX J0053.4-7227</td>\n",
       "      <td>13.349412</td>\n",
       "      <td>-72.454291</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>IR |HXB|X  |Em*|Psr|*  |HXB|Em*|HXB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B1-B2IV-V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.68</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>16.110</td>\n",
       "      <td>16.190</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.260</td>\n",
       "      <td>15.802</td>\n",
       "      <td>16.310</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.349516</td>\n",
       "      <td>-72.454314</td>\n",
       "      <td>J005323.8-722715</td>\n",
       "      <td>2.417283e-13</td>\n",
       "      <td>2.068998e-13</td>\n",
       "      <td>2.401566e-14</td>\n",
       "      <td>1.174050e-14</td>\n",
       "      <td>3.870456e-15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>33.424</td>\n",
       "      <td>6.98</td>\n",
       "      <td>0.48220</td>\n",
       "      <td>0.58963</td>\n",
       "      <td>0.14741</td>\n",
       "      <td>13.34877</td>\n",
       "      <td>-72.45433</td>\n",
       "      <td>4024.0</td>\n",
       "      <td>0.0115</td>\n",
       "      <td>0.622</td>\n",
       "      <td>0.346</td>\n",
       "      <td>4.940000e-11</td>\n",
       "      <td>8.708000e-13</td>\n",
       "      <td>9.620000e-13</td>\n",
       "      <td>13.349272</td>\n",
       "      <td>-72.454332</td>\n",
       "      <td>2.050098e+14</td>\n",
       "      <td>J005323.8-722715</td>\n",
       "      <td>7.250000e-13</td>\n",
       "      <td>0.732062</td>\n",
       "      <td>0.523565</td>\n",
       "      <td>0.084874</td>\n",
       "      <td>-0.236643</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.195</td>\n",
       "      <td>2.450</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>1.069782e-14</td>\n",
       "      <td>6.915511e-14</td>\n",
       "      <td>2.211473e-13</td>\n",
       "      <td>2.621682e-13</td>\n",
       "      <td>1.618316e-13</td>\n",
       "      <td>2.073976e+27</td>\n",
       "      <td>6.291123e+27</td>\n",
       "      <td>1.286874e+28</td>\n",
       "      <td>1.108668e+29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>92</td>\n",
       "      <td>Cl* NGC 330 ELS 065055</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 53 55.34</td>\n",
       "      <td>-72 26 45.30</td>\n",
       "      <td>14.720</td>\n",
       "      <td>B1IIIe</td>\n",
       "      <td>420.0</td>\n",
       "      <td>0</td>\n",
       "      <td>13.480484</td>\n",
       "      <td>-72.445950</td>\n",
       "      <td>4.689005e+18</td>\n",
       "      <td>-0.0164</td>\n",
       "      <td>0.601</td>\n",
       "      <td>-1.335</td>\n",
       "      <td>24921.7</td>\n",
       "      <td>14.696922</td>\n",
       "      <td>2.006820e+04</td>\n",
       "      <td>14.595115</td>\n",
       "      <td>1.140290e+04</td>\n",
       "      <td>14.619385</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9566.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.689005e+18</td>\n",
       "      <td>13.480493</td>\n",
       "      <td>-72.445955</td>\n",
       "      <td>8356.617282</td>\n",
       "      <td>RX J0053.9-7226</td>\n",
       "      <td>13.479921</td>\n",
       "      <td>-72.445800</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>Be*|Psr|HXB|X  |gam|IR |*  |HXB|HXB|HX?|HXB</td>\n",
       "      <td>140.00</td>\n",
       "      <td>0.000467</td>\n",
       "      <td>B1III</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.650</td>\n",
       "      <td>14.720</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.260</td>\n",
       "      <td>14.030</td>\n",
       "      <td>13.810</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.480639</td>\n",
       "      <td>-72.445994</td>\n",
       "      <td>J005355.3-722645</td>\n",
       "      <td>6.696520e-15</td>\n",
       "      <td>3.555968e-15</td>\n",
       "      <td>1.501335e-15</td>\n",
       "      <td>1.672924e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.359</td>\n",
       "      <td>6.97</td>\n",
       "      <td>-0.03498</td>\n",
       "      <td>-0.30981</td>\n",
       "      <td>-0.27608</td>\n",
       "      <td>13.48023</td>\n",
       "      <td>-72.44608</td>\n",
       "      <td>3609.0</td>\n",
       "      <td>1.1500</td>\n",
       "      <td>0.527</td>\n",
       "      <td>0.346</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>9.036000e-11</td>\n",
       "      <td>9.410000e-11</td>\n",
       "      <td>13.481378</td>\n",
       "      <td>-72.445641</td>\n",
       "      <td>2.050098e+14</td>\n",
       "      <td>J005355.5-722644</td>\n",
       "      <td>6.480000e-15</td>\n",
       "      <td>0.726733</td>\n",
       "      <td>0.496659</td>\n",
       "      <td>0.078942</td>\n",
       "      <td>-0.105014</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.209</td>\n",
       "      <td>7.370</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.397810e+27</td>\n",
       "      <td>1.254439e+27</td>\n",
       "      <td>2.971187e+27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>117</td>\n",
       "      <td>Cl* NGC 330 ELS 016486</td>\n",
       "      <td>Classical</td>\n",
       "      <td>00 54 46.42</td>\n",
       "      <td>-72 25 22.76</td>\n",
       "      <td>15.580</td>\n",
       "      <td>B1IIIe</td>\n",
       "      <td>496.0</td>\n",
       "      <td>0</td>\n",
       "      <td>13.693210</td>\n",
       "      <td>-72.422999</td>\n",
       "      <td>4.689006e+18</td>\n",
       "      <td>-0.0144</td>\n",
       "      <td>0.647</td>\n",
       "      <td>-1.274</td>\n",
       "      <td>11960.6</td>\n",
       "      <td>15.493979</td>\n",
       "      <td>9.503800e+03</td>\n",
       "      <td>15.406645</td>\n",
       "      <td>5.846490e+03</td>\n",
       "      <td>15.344682</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9515.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.689006e+18</td>\n",
       "      <td>13.693219</td>\n",
       "      <td>-72.423004</td>\n",
       "      <td>7532.261814</td>\n",
       "      <td>[MA93]  798</td>\n",
       "      <td>13.693210</td>\n",
       "      <td>-72.422999</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>EmO|Em*|*  |IR |X  |Be*|HXB|HXB|Em*|HXB</td>\n",
       "      <td>140.00</td>\n",
       "      <td>0.000467</td>\n",
       "      <td>B1e</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.65</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>15.500</td>\n",
       "      <td>15.360</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.293</td>\n",
       "      <td>15.205</td>\n",
       "      <td>14.900</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.692969</td>\n",
       "      <td>-72.423015</td>\n",
       "      <td>J005446.3-722522</td>\n",
       "      <td>2.423705e-14</td>\n",
       "      <td>2.043285e-14</td>\n",
       "      <td>3.403785e-15</td>\n",
       "      <td>1.199129e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11.220</td>\n",
       "      <td>6.98</td>\n",
       "      <td>0.36227</td>\n",
       "      <td>0.61087</td>\n",
       "      <td>0.31480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.693217</td>\n",
       "      <td>-72.423182</td>\n",
       "      <td>2.008420e+14</td>\n",
       "      <td>J005446.3-722523</td>\n",
       "      <td>8.010000e-14</td>\n",
       "      <td>0.835946</td>\n",
       "      <td>0.781980</td>\n",
       "      <td>0.195384</td>\n",
       "      <td>0.003597</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.142</td>\n",
       "      <td>2.010</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>8.140067e+26</td>\n",
       "      <td>2.310596e+27</td>\n",
       "      <td>1.387046e+28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>258</td>\n",
       "      <td>RX J0101.3-7211</td>\n",
       "      <td>Classical</td>\n",
       "      <td>01 01 20.81</td>\n",
       "      <td>-72 11 18.96</td>\n",
       "      <td>15.490</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>15.336099</td>\n",
       "      <td>-72.188602</td>\n",
       "      <td>4.690506e+18</td>\n",
       "      <td>-0.0557</td>\n",
       "      <td>0.747</td>\n",
       "      <td>-1.169</td>\n",
       "      <td>10362.4</td>\n",
       "      <td>15.649716</td>\n",
       "      <td>8.874090e+03</td>\n",
       "      <td>15.481079</td>\n",
       "      <td>4.008640e+03</td>\n",
       "      <td>15.754429</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8868.67</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.690506e+18</td>\n",
       "      <td>15.336109</td>\n",
       "      <td>-72.188607</td>\n",
       "      <td>7108.137548</td>\n",
       "      <td>[MA93] 1257</td>\n",
       "      <td>15.336099</td>\n",
       "      <td>-72.188602</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>Em*|HXB|IR |*  |X  |*  |Psr|HXB|Em*|HXB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B0.5-B2IV-V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.75</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>15.360</td>\n",
       "      <td>15.490</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.393</td>\n",
       "      <td>15.280</td>\n",
       "      <td>15.170</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.336083</td>\n",
       "      <td>-72.188594</td>\n",
       "      <td>J010120.6-721118</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>26.797</td>\n",
       "      <td>6.85</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.33717</td>\n",
       "      <td>-72.18866</td>\n",
       "      <td>51334.0</td>\n",
       "      <td>0.1880</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.511</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>2.121000e-11</td>\n",
       "      <td>2.310000e-11</td>\n",
       "      <td>15.336172</td>\n",
       "      <td>-72.188620</td>\n",
       "      <td>2.012311e+14</td>\n",
       "      <td>J010120.6-721119</td>\n",
       "      <td>5.360000e-13</td>\n",
       "      <td>0.666565</td>\n",
       "      <td>0.450191</td>\n",
       "      <td>0.167650</td>\n",
       "      <td>0.058280</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.317</td>\n",
       "      <td>8.290</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>9.168886e-15</td>\n",
       "      <td>4.582766e-14</td>\n",
       "      <td>1.208763e-13</td>\n",
       "      <td>1.695695e-13</td>\n",
       "      <td>1.905577e-13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>596</th>\n",
       "      <td>597</td>\n",
       "      <td>V615 Cas</td>\n",
       "      <td>Classical</td>\n",
       "      <td>02 40 31.67</td>\n",
       "      <td>61 13 45.61</td>\n",
       "      <td>10.800</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>40.131934</td>\n",
       "      <td>61.229331</td>\n",
       "      <td>4.656455e+17</td>\n",
       "      <td>0.3801</td>\n",
       "      <td>-0.296</td>\n",
       "      <td>-0.079</td>\n",
       "      <td>1312250.0</td>\n",
       "      <td>10.393323</td>\n",
       "      <td>5.663750e+05</td>\n",
       "      <td>10.968629</td>\n",
       "      <td>1.079580e+06</td>\n",
       "      <td>9.678779</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4972.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26.91</td>\n",
       "      <td>398.622</td>\n",
       "      <td>4.656455e+17</td>\n",
       "      <td>40.131931</td>\n",
       "      <td>61.229331</td>\n",
       "      <td>2445.127295</td>\n",
       "      <td>LS   I +61  303</td>\n",
       "      <td>40.131934</td>\n",
       "      <td>61.229331</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>V* |HXB|Rad|X  |*iC|Em*|gam|IR |X  |HXB|*  |HXB</td>\n",
       "      <td>-41.41</td>\n",
       "      <td>-0.000138</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>0.3801</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>11.610</td>\n",
       "      <td>10.750</td>\n",
       "      <td>10.19</td>\n",
       "      <td>8.621</td>\n",
       "      <td>8.228</td>\n",
       "      <td>7.917</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.132071</td>\n",
       "      <td>61.229227</td>\n",
       "      <td>J024031.6+611345</td>\n",
       "      <td>2.213757e-12</td>\n",
       "      <td>1.986877e-12</td>\n",
       "      <td>2.107412e-13</td>\n",
       "      <td>5.174559e-14</td>\n",
       "      <td>3.736518e-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>126.436</td>\n",
       "      <td>88.95</td>\n",
       "      <td>0.50843</td>\n",
       "      <td>0.74703</td>\n",
       "      <td>0.38601</td>\n",
       "      <td>40.13163</td>\n",
       "      <td>61.22926</td>\n",
       "      <td>1813.0</td>\n",
       "      <td>0.2340</td>\n",
       "      <td>0.739</td>\n",
       "      <td>0.176</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.355000e-11</td>\n",
       "      <td>1.920000e-11</td>\n",
       "      <td>40.131941</td>\n",
       "      <td>61.229307</td>\n",
       "      <td>2.011243e+14</td>\n",
       "      <td>J024031.6+611345</td>\n",
       "      <td>9.930000e-12</td>\n",
       "      <td>0.811452</td>\n",
       "      <td>0.668485</td>\n",
       "      <td>-0.069030</td>\n",
       "      <td>-0.405243</td>\n",
       "      <td>1.0</td>\n",
       "      <td>40.132083</td>\n",
       "      <td>61.229444</td>\n",
       "      <td>1E 0236.6+6100</td>\n",
       "      <td>R</td>\n",
       "      <td>10.7</td>\n",
       "      <td>26.496</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>8.352187e-14</td>\n",
       "      <td>8.024262e-13</td>\n",
       "      <td>4.038539e-12</td>\n",
       "      <td>3.516981e-12</td>\n",
       "      <td>1.488532e-12</td>\n",
       "      <td>2.672890e+27</td>\n",
       "      <td>3.701582e+27</td>\n",
       "      <td>1.507521e+28</td>\n",
       "      <td>1.421297e+29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>681</th>\n",
       "      <td>682</td>\n",
       "      <td>GSC 02342-00359</td>\n",
       "      <td>Classical</td>\n",
       "      <td>03 29 10.32</td>\n",
       "      <td>31 21 59.51</td>\n",
       "      <td>14.250</td>\n",
       "      <td>B5e</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>IRAS 03260+3111</td>\n",
       "      <td>52.293298</td>\n",
       "      <td>31.366453</td>\n",
       "      <td>multiple_object</td>\n",
       "      <td>IR |mul</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>52.293231</td>\n",
       "      <td>31.366406</td>\n",
       "      <td>J032910.3+312159</td>\n",
       "      <td>2.799839e-13</td>\n",
       "      <td>1.944365e-13</td>\n",
       "      <td>7.717346e-14</td>\n",
       "      <td>1.250503e-14</td>\n",
       "      <td>6.049210e-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>44.098</td>\n",
       "      <td>14.77</td>\n",
       "      <td>0.04372</td>\n",
       "      <td>0.53467</td>\n",
       "      <td>0.50219</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>52.293240</td>\n",
       "      <td>31.366409</td>\n",
       "      <td>2.006582e+14</td>\n",
       "      <td>J032910.3+312159</td>\n",
       "      <td>5.750000e-13</td>\n",
       "      <td>0.817820</td>\n",
       "      <td>0.861126</td>\n",
       "      <td>-0.202441</td>\n",
       "      <td>-0.565822</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Binary</td>\n",
       "      <td>2.228761e-15</td>\n",
       "      <td>2.223892e-14</td>\n",
       "      <td>2.980359e-13</td>\n",
       "      <td>1.976822e-13</td>\n",
       "      <td>5.481420e-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>687</th>\n",
       "      <td>688</td>\n",
       "      <td>BQ Cam</td>\n",
       "      <td>Classical</td>\n",
       "      <td>03 34 59.89</td>\n",
       "      <td>53 10 23.59</td>\n",
       "      <td>11.300</td>\n",
       "      <td>Be</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>53.749632</td>\n",
       "      <td>53.173138</td>\n",
       "      <td>4.447530e+17</td>\n",
       "      <td>0.1433</td>\n",
       "      <td>-0.285</td>\n",
       "      <td>0.470</td>\n",
       "      <td>38679.9</td>\n",
       "      <td>14.219653</td>\n",
       "      <td>8.793380e+03</td>\n",
       "      <td>15.490998</td>\n",
       "      <td>4.621940e+04</td>\n",
       "      <td>13.099858</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3668.33</td>\n",
       "      <td>1.8825</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.447530e+17</td>\n",
       "      <td>53.749630</td>\n",
       "      <td>53.173140</td>\n",
       "      <td>5133.033618</td>\n",
       "      <td>V* BQ Cam</td>\n",
       "      <td>53.749632</td>\n",
       "      <td>53.173138</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>V* |HXB|X  |Be*|Psr|gam|IR |HXB|HXB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>O8.5Ve</td>\n",
       "      <td>0.1433</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>0.47</td>\n",
       "      <td>17.160</td>\n",
       "      <td>15.420</td>\n",
       "      <td>14.26</td>\n",
       "      <td>11.817</td>\n",
       "      <td>11.210</td>\n",
       "      <td>10.744</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>53.749593</td>\n",
       "      <td>53.173194</td>\n",
       "      <td>J033459.9+531023</td>\n",
       "      <td>2.178687e-14</td>\n",
       "      <td>1.203126e-14</td>\n",
       "      <td>9.554554e-15</td>\n",
       "      <td>1.327219e-15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.818</td>\n",
       "      <td>81.78</td>\n",
       "      <td>-0.27358</td>\n",
       "      <td>0.49219</td>\n",
       "      <td>0.65834</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>53.749315</td>\n",
       "      <td>53.172985</td>\n",
       "      <td>2.050619e+14</td>\n",
       "      <td>J033459.8+531022</td>\n",
       "      <td>4.120000e-14</td>\n",
       "      <td>0.953155</td>\n",
       "      <td>0.836379</td>\n",
       "      <td>-0.344656</td>\n",
       "      <td>-0.993853</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53.749583</td>\n",
       "      <td>53.173333</td>\n",
       "      <td>V 0332+53</td>\n",
       "      <td>T, P, C</td>\n",
       "      <td>15.1</td>\n",
       "      <td>34.250</td>\n",
       "      <td>O8.5Ve</td>\n",
       "      <td>0.199</td>\n",
       "      <td>8.280</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.184097e+26</td>\n",
       "      <td>3.012102e+27</td>\n",
       "      <td>3.792892e+27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>772</td>\n",
       "      <td>25 Ori</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 24 44.83</td>\n",
       "      <td>01 50 47.20</td>\n",
       "      <td>4.873</td>\n",
       "      <td>B1Vpe</td>\n",
       "      <td>263.0</td>\n",
       "      <td>447</td>\n",
       "      <td>81.186779</td>\n",
       "      <td>1.846445</td>\n",
       "      <td>3.222283e+18</td>\n",
       "      <td>3.8853</td>\n",
       "      <td>1.442</td>\n",
       "      <td>0.372</td>\n",
       "      <td>265874000.0</td>\n",
       "      <td>4.626674</td>\n",
       "      <td>1.944900e+08</td>\n",
       "      <td>4.629143</td>\n",
       "      <td>1.087320e+08</td>\n",
       "      <td>4.671030</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9620.33</td>\n",
       "      <td>0.2120</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.222283e+18</td>\n",
       "      <td>81.186785</td>\n",
       "      <td>1.846447</td>\n",
       "      <td>258.886994</td>\n",
       "      <td>* psi01 Ori</td>\n",
       "      <td>81.186779</td>\n",
       "      <td>1.846445</td>\n",
       "      <td>Be*</td>\n",
       "      <td>V* |Be*|IR |*  |** |UV |Em*</td>\n",
       "      <td>19.30</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>B1Vn</td>\n",
       "      <td>3.8853</td>\n",
       "      <td>0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>4.760</td>\n",
       "      <td>4.960</td>\n",
       "      <td>5.04</td>\n",
       "      <td>5.369</td>\n",
       "      <td>5.417</td>\n",
       "      <td>5.355</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>81.186702</td>\n",
       "      <td>1.846197</td>\n",
       "      <td>J052444.8+015046</td>\n",
       "      <td>1.854816e-14</td>\n",
       "      <td>1.596953e-14</td>\n",
       "      <td>5.303164e-16</td>\n",
       "      <td>2.754677e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.526</td>\n",
       "      <td>11.14</td>\n",
       "      <td>0.64335</td>\n",
       "      <td>-0.28607</td>\n",
       "      <td>-0.77701</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>81.186842</td>\n",
       "      <td>1.846549</td>\n",
       "      <td>2.055461e+14</td>\n",
       "      <td>J052444.8+015047</td>\n",
       "      <td>1.210000e-14</td>\n",
       "      <td>0.034176</td>\n",
       "      <td>-0.734670</td>\n",
       "      <td>-0.919258</td>\n",
       "      <td>0.937899</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.561</td>\n",
       "      <td>731.000</td>\n",
       "      <td>Em</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>2.209033e+24</td>\n",
       "      <td>4.252718e+23</td>\n",
       "      <td>1.280630e+25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>858</th>\n",
       "      <td>857</td>\n",
       "      <td>43 Ori</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 35 22.90</td>\n",
       "      <td>-05 24 57.82</td>\n",
       "      <td>5.080</td>\n",
       "      <td>O9.5Vpe</td>\n",
       "      <td>183.0</td>\n",
       "      <td>291</td>\n",
       "      <td>83.845426</td>\n",
       "      <td>-5.416060</td>\n",
       "      <td>3.017361e+18</td>\n",
       "      <td>2.2153</td>\n",
       "      <td>0.006</td>\n",
       "      <td>1.380</td>\n",
       "      <td>201127000.0</td>\n",
       "      <td>4.929690</td>\n",
       "      <td>1.421110e+08</td>\n",
       "      <td>4.969817</td>\n",
       "      <td>8.080530e+07</td>\n",
       "      <td>4.993320</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9337.00</td>\n",
       "      <td>0.3043</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.017361e+18</td>\n",
       "      <td>83.845426</td>\n",
       "      <td>-5.416054</td>\n",
       "      <td>453.820093</td>\n",
       "      <td>** STF 4016</td>\n",
       "      <td>83.845417</td>\n",
       "      <td>-5.416056</td>\n",
       "      <td>**</td>\n",
       "      <td>**</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>83.845379</td>\n",
       "      <td>-5.416021</td>\n",
       "      <td>J053522.8-052457</td>\n",
       "      <td>6.972368e-13</td>\n",
       "      <td>1.327736e-13</td>\n",
       "      <td>1.227095e-13</td>\n",
       "      <td>4.416201e-13</td>\n",
       "      <td>1.883987e-13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>210.462</td>\n",
       "      <td>19.31</td>\n",
       "      <td>-0.36477</td>\n",
       "      <td>-0.81449</td>\n",
       "      <td>-0.63960</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>83.845477</td>\n",
       "      <td>-5.416199</td>\n",
       "      <td>2.021248e+14</td>\n",
       "      <td>J053522.9-052458</td>\n",
       "      <td>1.030000e-12</td>\n",
       "      <td>0.775365</td>\n",
       "      <td>-0.399009</td>\n",
       "      <td>-0.803279</td>\n",
       "      <td>-0.915027</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.080</td>\n",
       "      <td>418.000</td>\n",
       "      <td>Binary</td>\n",
       "      <td>8.119644e-14</td>\n",
       "      <td>6.417225e-13</td>\n",
       "      <td>2.756733e-13</td>\n",
       "      <td>3.007340e-14</td>\n",
       "      <td>1.334408e-15</td>\n",
       "      <td>4.642549e+26</td>\n",
       "      <td>1.088247e+27</td>\n",
       "      <td>3.023825e+26</td>\n",
       "      <td>3.271825e+26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>893</th>\n",
       "      <td>892</td>\n",
       "      <td>V725 Tau</td>\n",
       "      <td>Classical</td>\n",
       "      <td>05 38 54.57</td>\n",
       "      <td>26 18 56.83</td>\n",
       "      <td>9.190</td>\n",
       "      <td>O9.7IIe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11</td>\n",
       "      <td>84.727396</td>\n",
       "      <td>26.315789</td>\n",
       "      <td>3.441208e+18</td>\n",
       "      <td>0.4424</td>\n",
       "      <td>-0.628</td>\n",
       "      <td>-3.036</td>\n",
       "      <td>6349990.0</td>\n",
       "      <td>8.681434</td>\n",
       "      <td>3.230380e+06</td>\n",
       "      <td>9.078254</td>\n",
       "      <td>4.406530e+06</td>\n",
       "      <td>8.151678</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5740.55</td>\n",
       "      <td>NaN</td>\n",
       "      <td>36.23</td>\n",
       "      <td>1284.186</td>\n",
       "      <td>3.441208e+18</td>\n",
       "      <td>84.727393</td>\n",
       "      <td>26.315776</td>\n",
       "      <td>2126.258147</td>\n",
       "      <td>HD 245770</td>\n",
       "      <td>84.727396</td>\n",
       "      <td>26.315789</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>V* |HXB|Rad|X  |Be*|Psr|*  |Em*|gam|IR |SB*|N*...</td>\n",
       "      <td>9.00</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>O9/B0III/Ve</td>\n",
       "      <td>0.4424</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-2.80</td>\n",
       "      <td>9.840</td>\n",
       "      <td>9.390</td>\n",
       "      <td>8.77</td>\n",
       "      <td>8.368</td>\n",
       "      <td>8.272</td>\n",
       "      <td>8.157</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>84.727417</td>\n",
       "      <td>26.315725</td>\n",
       "      <td>J053854.5+261856</td>\n",
       "      <td>3.145458e-12</td>\n",
       "      <td>2.900373e-12</td>\n",
       "      <td>2.314897e-13</td>\n",
       "      <td>6.522526e-14</td>\n",
       "      <td>6.920638e-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>89.197</td>\n",
       "      <td>59.61</td>\n",
       "      <td>0.58339</td>\n",
       "      <td>0.77327</td>\n",
       "      <td>0.34603</td>\n",
       "      <td>84.72741</td>\n",
       "      <td>26.31559</td>\n",
       "      <td>65552.0</td>\n",
       "      <td>1.3300</td>\n",
       "      <td>0.600</td>\n",
       "      <td>0.450</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>9.635000e-11</td>\n",
       "      <td>1.180000e-10</td>\n",
       "      <td>84.727370</td>\n",
       "      <td>26.315868</td>\n",
       "      <td>2.067418e+14</td>\n",
       "      <td>J053854.5+261857</td>\n",
       "      <td>2.730000e-11</td>\n",
       "      <td>0.755544</td>\n",
       "      <td>0.705999</td>\n",
       "      <td>0.120172</td>\n",
       "      <td>-0.345815</td>\n",
       "      <td>1.0</td>\n",
       "      <td>84.727500</td>\n",
       "      <td>26.315833</td>\n",
       "      <td>1A 0535+262</td>\n",
       "      <td>T, P, C</td>\n",
       "      <td>8.9</td>\n",
       "      <td>111.000</td>\n",
       "      <td>O9.7IIIe</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>2.121248e-13</td>\n",
       "      <td>1.523360e-12</td>\n",
       "      <td>8.839597e-12</td>\n",
       "      <td>1.125432e-11</td>\n",
       "      <td>5.470595e-12</td>\n",
       "      <td>3.743598e+27</td>\n",
       "      <td>3.528246e+27</td>\n",
       "      <td>1.252203e+28</td>\n",
       "      <td>1.568906e+29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1003</th>\n",
       "      <td>1001</td>\n",
       "      <td>15 Mon</td>\n",
       "      <td>Classical</td>\n",
       "      <td>06 40 58.66</td>\n",
       "      <td>09 53 44.72</td>\n",
       "      <td>4.640</td>\n",
       "      <td>B1Ve</td>\n",
       "      <td>70.0</td>\n",
       "      <td>1866</td>\n",
       "      <td>100.244435</td>\n",
       "      <td>9.895767</td>\n",
       "      <td>3.326741e+18</td>\n",
       "      <td>-0.7845</td>\n",
       "      <td>-4.385</td>\n",
       "      <td>-6.575</td>\n",
       "      <td>296153000.0</td>\n",
       "      <td>4.509574</td>\n",
       "      <td>2.136090e+08</td>\n",
       "      <td>4.527341</td>\n",
       "      <td>8.760640e+07</td>\n",
       "      <td>4.905581</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9705.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.326741e+18</td>\n",
       "      <td>100.244416</td>\n",
       "      <td>9.895739</td>\n",
       "      <td>3216.112711</td>\n",
       "      <td>*  15 Mon</td>\n",
       "      <td>100.244415</td>\n",
       "      <td>9.895756</td>\n",
       "      <td>Be*</td>\n",
       "      <td>V* |IR |UV |X  |*iC|Em*|SB*|Ir*|pr*|** |SB*|* ...</td>\n",
       "      <td>22.00</td>\n",
       "      <td>0.000073</td>\n",
       "      <td>O7V+B1.5/2V</td>\n",
       "      <td>3.5500</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>4.400</td>\n",
       "      <td>4.640</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.202</td>\n",
       "      <td>5.322</td>\n",
       "      <td>5.340</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>100.244447</td>\n",
       "      <td>9.895839</td>\n",
       "      <td>J064058.6+095345</td>\n",
       "      <td>1.295175e-12</td>\n",
       "      <td>2.311118e-14</td>\n",
       "      <td>7.541396e-14</td>\n",
       "      <td>1.186294e-12</td>\n",
       "      <td>1.218246e-12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.508</td>\n",
       "      <td>46.65</td>\n",
       "      <td>-0.72705</td>\n",
       "      <td>-0.97689</td>\n",
       "      <td>-0.86196</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>100.244364</td>\n",
       "      <td>9.895960</td>\n",
       "      <td>2.001142e+14</td>\n",
       "      <td>J064058.6+095345</td>\n",
       "      <td>2.990000e-12</td>\n",
       "      <td>0.379770</td>\n",
       "      <td>-0.590142</td>\n",
       "      <td>-0.776943</td>\n",
       "      <td>-0.984477</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.758</td>\n",
       "      <td>2480.000</td>\n",
       "      <td>Em</td>\n",
       "      <td>7.725016e-13</td>\n",
       "      <td>1.718515e-12</td>\n",
       "      <td>4.429461e-13</td>\n",
       "      <td>5.560236e-14</td>\n",
       "      <td>4.349334e-16</td>\n",
       "      <td>1.507677e+29</td>\n",
       "      <td>1.468135e+29</td>\n",
       "      <td>9.333087e+27</td>\n",
       "      <td>2.860195e+27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1170</th>\n",
       "      <td>1168</td>\n",
       "      <td>V374 Car</td>\n",
       "      <td>Classical</td>\n",
       "      <td>07 58 50.55</td>\n",
       "      <td>-60 49 28.06</td>\n",
       "      <td>5.810</td>\n",
       "      <td>B2IVnpe</td>\n",
       "      <td>200.0</td>\n",
       "      <td>5</td>\n",
       "      <td>119.710629</td>\n",
       "      <td>-60.824460</td>\n",
       "      <td>5.290768e+18</td>\n",
       "      <td>2.4919</td>\n",
       "      <td>-4.636</td>\n",
       "      <td>10.889</td>\n",
       "      <td>90314000.0</td>\n",
       "      <td>5.798978</td>\n",
       "      <td>6.847290e+07</td>\n",
       "      <td>5.762591</td>\n",
       "      <td>3.616040e+07</td>\n",
       "      <td>5.866338</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8598.67</td>\n",
       "      <td>0.2160</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.290768e+18</td>\n",
       "      <td>119.710588</td>\n",
       "      <td>-60.824413</td>\n",
       "      <td>398.750496</td>\n",
       "      <td>HD  66194</td>\n",
       "      <td>119.710629</td>\n",
       "      <td>-60.824460</td>\n",
       "      <td>Be*</td>\n",
       "      <td>Be*|V* |Em*|*iC|IR |X  |V* |*  |*</td>\n",
       "      <td>27.10</td>\n",
       "      <td>0.000090</td>\n",
       "      <td>B3Vn</td>\n",
       "      <td>2.4919</td>\n",
       "      <td>-4.64</td>\n",
       "      <td>10.89</td>\n",
       "      <td>5.720</td>\n",
       "      <td>5.810</td>\n",
       "      <td>5.77</td>\n",
       "      <td>5.558</td>\n",
       "      <td>5.495</td>\n",
       "      <td>5.359</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>119.710680</td>\n",
       "      <td>-60.824433</td>\n",
       "      <td>J075850.5-604927</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.676133e-13</td>\n",
       "      <td>19.234</td>\n",
       "      <td>13.63</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>119.710651</td>\n",
       "      <td>-60.824467</td>\n",
       "      <td>2.011389e+14</td>\n",
       "      <td>J075850.5-604928</td>\n",
       "      <td>1.890000e-13</td>\n",
       "      <td>0.620428</td>\n",
       "      <td>0.191988</td>\n",
       "      <td>-0.374043</td>\n",
       "      <td>-0.415911</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.725</td>\n",
       "      <td>130.000</td>\n",
       "      <td>Em</td>\n",
       "      <td>1.210030e-14</td>\n",
       "      <td>5.165730e-14</td>\n",
       "      <td>7.620540e-14</td>\n",
       "      <td>3.471602e-14</td>\n",
       "      <td>1.432099e-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1568</th>\n",
       "      <td>1563</td>\n",
       "      <td>CPD-63 2495</td>\n",
       "      <td>Classical</td>\n",
       "      <td>13 02 47.66</td>\n",
       "      <td>-63 50 08.67</td>\n",
       "      <td>10.080</td>\n",
       "      <td>B2e</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>195.698559</td>\n",
       "      <td>-63.835729</td>\n",
       "      <td>5.862300e+18</td>\n",
       "      <td>0.4181</td>\n",
       "      <td>-6.986</td>\n",
       "      <td>-0.416</td>\n",
       "      <td>2662540.0</td>\n",
       "      <td>9.625128</td>\n",
       "      <td>1.176110e+06</td>\n",
       "      <td>10.175271</td>\n",
       "      <td>2.164370e+06</td>\n",
       "      <td>8.923590</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4883.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>36.50</td>\n",
       "      <td>682.508</td>\n",
       "      <td>5.862300e+18</td>\n",
       "      <td>195.698491</td>\n",
       "      <td>-63.835731</td>\n",
       "      <td>2243.231078</td>\n",
       "      <td>CPD-63  2495</td>\n",
       "      <td>195.698559</td>\n",
       "      <td>-63.835729</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>Psr|gam|X  |V* |Em*|IR |Be*|*  |UV |HXB|Rad|Psr|*</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>O9.5Ve</td>\n",
       "      <td>0.4181</td>\n",
       "      <td>-6.99</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>10.720</td>\n",
       "      <td>9.980</td>\n",
       "      <td>10.03</td>\n",
       "      <td>8.026</td>\n",
       "      <td>7.699</td>\n",
       "      <td>7.248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.660</td>\n",
       "      <td>9.640</td>\n",
       "      <td>9.130</td>\n",
       "      <td>NaN</td>\n",
       "      <td>195.698513</td>\n",
       "      <td>-63.835709</td>\n",
       "      <td>J130247.6-635008</td>\n",
       "      <td>9.777757e-13</td>\n",
       "      <td>7.082495e-13</td>\n",
       "      <td>1.844671e-13</td>\n",
       "      <td>1.001692e-13</td>\n",
       "      <td>1.024407e-13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>131.146</td>\n",
       "      <td>168.03</td>\n",
       "      <td>0.14866</td>\n",
       "      <td>0.21736</td>\n",
       "      <td>0.07121</td>\n",
       "      <td>195.69848</td>\n",
       "      <td>-63.83580</td>\n",
       "      <td>16098.0</td>\n",
       "      <td>0.3260</td>\n",
       "      <td>0.728</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.989000e-11</td>\n",
       "      <td>2.590000e-11</td>\n",
       "      <td>195.698606</td>\n",
       "      <td>-63.835724</td>\n",
       "      <td>2.009282e+14</td>\n",
       "      <td>J130247.6-635008</td>\n",
       "      <td>6.510000e-12</td>\n",
       "      <td>0.805060</td>\n",
       "      <td>0.644800</td>\n",
       "      <td>-0.069618</td>\n",
       "      <td>-0.392271</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>HMXB</td>\n",
       "      <td>6.100468e-14</td>\n",
       "      <td>5.648769e-13</td>\n",
       "      <td>2.615736e-12</td>\n",
       "      <td>2.275237e-12</td>\n",
       "      <td>9.931452e-13</td>\n",
       "      <td>6.167818e+27</td>\n",
       "      <td>6.031055e+27</td>\n",
       "      <td>1.110652e+28</td>\n",
       "      <td>4.264277e+28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1606</th>\n",
       "      <td>1601</td>\n",
       "      <td>HD 119682</td>\n",
       "      <td>Classical</td>\n",
       "      <td>13 46 32.57</td>\n",
       "      <td>-62 55 24.13</td>\n",
       "      <td>7.908</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>200.0</td>\n",
       "      <td>15</td>\n",
       "      <td>206.635711</td>\n",
       "      <td>-62.923376</td>\n",
       "      <td>5.864665e+18</td>\n",
       "      <td>0.5911</td>\n",
       "      <td>-4.651</td>\n",
       "      <td>-2.489</td>\n",
       "      <td>7079290.0</td>\n",
       "      <td>8.563392</td>\n",
       "      <td>5.108980e+06</td>\n",
       "      <td>8.580553</td>\n",
       "      <td>3.243440e+06</td>\n",
       "      <td>8.484406</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9552.33</td>\n",
       "      <td>0.4580</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.864665e+18</td>\n",
       "      <td>206.635668</td>\n",
       "      <td>-62.923387</td>\n",
       "      <td>1620.055073</td>\n",
       "      <td>HD 119682</td>\n",
       "      <td>206.635712</td>\n",
       "      <td>-62.923376</td>\n",
       "      <td>Be*</td>\n",
       "      <td>Be*|Em*|*  |X  |*iC|IR |Be*|HXB|BS*|*</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>0.5911</td>\n",
       "      <td>-4.65</td>\n",
       "      <td>-2.49</td>\n",
       "      <td>7.978</td>\n",
       "      <td>7.901</td>\n",
       "      <td>8.72</td>\n",
       "      <td>7.350</td>\n",
       "      <td>7.180</td>\n",
       "      <td>6.950</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>206.635742</td>\n",
       "      <td>-62.923329</td>\n",
       "      <td>J134632.5-625523</td>\n",
       "      <td>9.100856e-13</td>\n",
       "      <td>6.892833e-13</td>\n",
       "      <td>1.354757e-13</td>\n",
       "      <td>9.491742e-14</td>\n",
       "      <td>1.896799e-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>33.242</td>\n",
       "      <td>193.40</td>\n",
       "      <td>0.27108</td>\n",
       "      <td>0.22986</td>\n",
       "      <td>-0.04372</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>206.635626</td>\n",
       "      <td>-62.923390</td>\n",
       "      <td>2.008794e+14</td>\n",
       "      <td>J134632.5-625524</td>\n",
       "      <td>1.580000e-12</td>\n",
       "      <td>0.737911</td>\n",
       "      <td>0.404723</td>\n",
       "      <td>-0.212558</td>\n",
       "      <td>-0.329525</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.138</td>\n",
       "      <td>7.550</td>\n",
       "      <td>Em</td>\n",
       "      <td>4.096990e-14</td>\n",
       "      <td>2.716712e-13</td>\n",
       "      <td>6.410844e-13</td>\n",
       "      <td>4.163238e-13</td>\n",
       "      <td>2.099507e-13</td>\n",
       "      <td>5.956510e+26</td>\n",
       "      <td>2.980688e+27</td>\n",
       "      <td>4.254338e+27</td>\n",
       "      <td>2.164554e+28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1856</th>\n",
       "      <td>1851</td>\n",
       "      <td>V3892 Sgr</td>\n",
       "      <td>Classical</td>\n",
       "      <td>17 44 45.78</td>\n",
       "      <td>-27 13 44.50</td>\n",
       "      <td>8.690</td>\n",
       "      <td>Oe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>266.190691</td>\n",
       "      <td>-27.229023</td>\n",
       "      <td>4.060784e+18</td>\n",
       "      <td>0.8274</td>\n",
       "      <td>-0.955</td>\n",
       "      <td>-2.062</td>\n",
       "      <td>9851000.0</td>\n",
       "      <td>8.204665</td>\n",
       "      <td>5.367890e+06</td>\n",
       "      <td>8.526879</td>\n",
       "      <td>6.505550e+06</td>\n",
       "      <td>7.728709</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5859.67</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.08</td>\n",
       "      <td>565.673</td>\n",
       "      <td>4.060784e+18</td>\n",
       "      <td>266.190686</td>\n",
       "      <td>-27.229032</td>\n",
       "      <td>1176.710018</td>\n",
       "      <td>HD 161103</td>\n",
       "      <td>266.190691</td>\n",
       "      <td>-27.229023</td>\n",
       "      <td>Be*</td>\n",
       "      <td>Be*|V* |UV |X  |Em*|*  |gam|IR |*</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B0.5III/IVe</td>\n",
       "      <td>0.8274</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-2.06</td>\n",
       "      <td>9.230</td>\n",
       "      <td>9.130</td>\n",
       "      <td>9.12</td>\n",
       "      <td>7.054</td>\n",
       "      <td>6.843</td>\n",
       "      <td>6.507</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.580</td>\n",
       "      <td>8.950</td>\n",
       "      <td>7.930</td>\n",
       "      <td>NaN</td>\n",
       "      <td>266.190723</td>\n",
       "      <td>-27.229026</td>\n",
       "      <td>J174445.7-271344</td>\n",
       "      <td>9.254506e-13</td>\n",
       "      <td>6.966094e-13</td>\n",
       "      <td>1.725775e-13</td>\n",
       "      <td>7.011330e-14</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.983</td>\n",
       "      <td>81.30</td>\n",
       "      <td>0.17489</td>\n",
       "      <td>0.29232</td>\n",
       "      <td>0.12117</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>266.190354</td>\n",
       "      <td>-27.229160</td>\n",
       "      <td>2.020120e+14</td>\n",
       "      <td>J174445.6-271344</td>\n",
       "      <td>1.540000e-12</td>\n",
       "      <td>0.797074</td>\n",
       "      <td>0.500925</td>\n",
       "      <td>-0.140665</td>\n",
       "      <td>-0.409862</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>Em</td>\n",
       "      <td>2.370989e-14</td>\n",
       "      <td>2.099703e-13</td>\n",
       "      <td>6.314675e-13</td>\n",
       "      <td>4.757243e-13</td>\n",
       "      <td>1.991280e-13</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.161583e+27</td>\n",
       "      <td>2.859131e+27</td>\n",
       "      <td>1.154089e+28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1880</th>\n",
       "      <td>1875</td>\n",
       "      <td>HD 316568</td>\n",
       "      <td>Classical</td>\n",
       "      <td>17 54 42.71</td>\n",
       "      <td>-29 43 47.61</td>\n",
       "      <td>9.570</td>\n",
       "      <td>B2IVpe</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>268.677938</td>\n",
       "      <td>-29.729899</td>\n",
       "      <td>4.056490e+18</td>\n",
       "      <td>0.4598</td>\n",
       "      <td>0.591</td>\n",
       "      <td>0.276</td>\n",
       "      <td>2653640.0</td>\n",
       "      <td>9.628762</td>\n",
       "      <td>1.688370e+06</td>\n",
       "      <td>9.782718</td>\n",
       "      <td>1.461100e+06</td>\n",
       "      <td>9.350219</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7770.76</td>\n",
       "      <td>1.1940</td>\n",
       "      <td>12.38</td>\n",
       "      <td>503.841</td>\n",
       "      <td>4.056490e+18</td>\n",
       "      <td>268.677941</td>\n",
       "      <td>-29.729898</td>\n",
       "      <td>2084.344497</td>\n",
       "      <td>HD 316568</td>\n",
       "      <td>268.677938</td>\n",
       "      <td>-29.729899</td>\n",
       "      <td>Be*</td>\n",
       "      <td>Be*|Em*|*  |IR |X  |*  |*</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B3</td>\n",
       "      <td>0.4598</td>\n",
       "      <td>0.59</td>\n",
       "      <td>0.28</td>\n",
       "      <td>9.860</td>\n",
       "      <td>9.660</td>\n",
       "      <td>9.91</td>\n",
       "      <td>8.903</td>\n",
       "      <td>8.781</td>\n",
       "      <td>8.498</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>268.677926</td>\n",
       "      <td>-29.729824</td>\n",
       "      <td>J175442.7-294347</td>\n",
       "      <td>8.881351e-15</td>\n",
       "      <td>6.325919e-15</td>\n",
       "      <td>1.871732e-15</td>\n",
       "      <td>8.943564e-16</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.265</td>\n",
       "      <td>48.35</td>\n",
       "      <td>0.07995</td>\n",
       "      <td>0.23111</td>\n",
       "      <td>0.15116</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>268.677838</td>\n",
       "      <td>-29.729599</td>\n",
       "      <td>2.020659e+14</td>\n",
       "      <td>J175442.6-294346</td>\n",
       "      <td>8.840000e-14</td>\n",
       "      <td>0.680983</td>\n",
       "      <td>0.406540</td>\n",
       "      <td>-0.286805</td>\n",
       "      <td>-0.219796</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>Em</td>\n",
       "      <td>2.936241e-15</td>\n",
       "      <td>1.547182e-14</td>\n",
       "      <td>3.666924e-14</td>\n",
       "      <td>2.032345e-14</td>\n",
       "      <td>1.299925e-14</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>4.649012e+25</td>\n",
       "      <td>9.729574e+25</td>\n",
       "      <td>3.288317e+26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1896</th>\n",
       "      <td>1891</td>\n",
       "      <td>Cl* NGC 6530 ZCW 175</td>\n",
       "      <td>Classical</td>\n",
       "      <td>18 04 11.17</td>\n",
       "      <td>-24 21 45.11</td>\n",
       "      <td>10.370</td>\n",
       "      <td>B3Ve</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>271.046499</td>\n",
       "      <td>-24.362549</td>\n",
       "      <td>4.065976e+18</td>\n",
       "      <td>0.9449</td>\n",
       "      <td>1.385</td>\n",
       "      <td>-2.129</td>\n",
       "      <td>1361240.0</td>\n",
       "      <td>10.353526</td>\n",
       "      <td>9.315230e+05</td>\n",
       "      <td>10.428405</td>\n",
       "      <td>6.712890e+05</td>\n",
       "      <td>10.194647</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8973.00</td>\n",
       "      <td>0.5650</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.065976e+18</td>\n",
       "      <td>271.046505</td>\n",
       "      <td>-24.362558</td>\n",
       "      <td>1031.844943</td>\n",
       "      <td>2MASS J18041115-2421452</td>\n",
       "      <td>271.046499</td>\n",
       "      <td>-24.362549</td>\n",
       "      <td>YSO</td>\n",
       "      <td>*iC|IR |*  |X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B2V</td>\n",
       "      <td>0.9449</td>\n",
       "      <td>1.39</td>\n",
       "      <td>-2.13</td>\n",
       "      <td>10.497</td>\n",
       "      <td>10.374</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.026</td>\n",
       "      <td>9.948</td>\n",
       "      <td>9.899</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>271.046467</td>\n",
       "      <td>-24.362551</td>\n",
       "      <td>J180411.1-242145</td>\n",
       "      <td>1.327632e-14</td>\n",
       "      <td>5.048776e-15</td>\n",
       "      <td>3.104724e-15</td>\n",
       "      <td>5.102124e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.875</td>\n",
       "      <td>77.76</td>\n",
       "      <td>-0.30606</td>\n",
       "      <td>-0.65709</td>\n",
       "      <td>-0.43848</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>271.046330</td>\n",
       "      <td>-24.362550</td>\n",
       "      <td>2.000882e+14</td>\n",
       "      <td>J180411.1-242145</td>\n",
       "      <td>8.810000e-15</td>\n",
       "      <td>0.807760</td>\n",
       "      <td>-0.109916</td>\n",
       "      <td>-0.881935</td>\n",
       "      <td>-0.423303</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.063</td>\n",
       "      <td>1.090</td>\n",
       "      <td>YSO</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>6.499665e+25</td>\n",
       "      <td>3.955150e+25</td>\n",
       "      <td>6.431704e+25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1898</th>\n",
       "      <td>1893</td>\n",
       "      <td>HD 164906</td>\n",
       "      <td>Classical</td>\n",
       "      <td>18 04 25.84</td>\n",
       "      <td>-24 23 08.35</td>\n",
       "      <td>7.450</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>255.0</td>\n",
       "      <td>49</td>\n",
       "      <td>271.107639</td>\n",
       "      <td>-24.385658</td>\n",
       "      <td>4.065975e+18</td>\n",
       "      <td>0.8095</td>\n",
       "      <td>1.895</td>\n",
       "      <td>-0.451</td>\n",
       "      <td>22138100.0</td>\n",
       "      <td>7.325513</td>\n",
       "      <td>1.400340e+07</td>\n",
       "      <td>7.485802</td>\n",
       "      <td>1.211330e+07</td>\n",
       "      <td>7.053762</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7540.33</td>\n",
       "      <td>1.1222</td>\n",
       "      <td>21.42</td>\n",
       "      <td>1335.963</td>\n",
       "      <td>4.065975e+18</td>\n",
       "      <td>271.107648</td>\n",
       "      <td>-24.385660</td>\n",
       "      <td>1199.468804</td>\n",
       "      <td>HD 164906</td>\n",
       "      <td>271.107639</td>\n",
       "      <td>-24.385658</td>\n",
       "      <td>Be*</td>\n",
       "      <td>Be*|Em*|IR |X  |*  |UV |*iC|Be*|*</td>\n",
       "      <td>18.00</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>B0Ve</td>\n",
       "      <td>0.8095</td>\n",
       "      <td>1.90</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>7.610</td>\n",
       "      <td>7.381</td>\n",
       "      <td>7.11</td>\n",
       "      <td>6.648</td>\n",
       "      <td>6.482</td>\n",
       "      <td>6.168</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.590</td>\n",
       "      <td>NaN</td>\n",
       "      <td>271.107717</td>\n",
       "      <td>-24.385730</td>\n",
       "      <td>J180425.8-242308</td>\n",
       "      <td>4.400332e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.024337e-15</td>\n",
       "      <td>3.203242e-15</td>\n",
       "      <td>9.393408e-16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.962</td>\n",
       "      <td>75.80</td>\n",
       "      <td>-0.99938</td>\n",
       "      <td>-0.99938</td>\n",
       "      <td>-0.67083</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>271.107500</td>\n",
       "      <td>-24.385874</td>\n",
       "      <td>2.000882e+14</td>\n",
       "      <td>J180425.7-242309</td>\n",
       "      <td>1.940000e-14</td>\n",
       "      <td>0.936011</td>\n",
       "      <td>-0.239177</td>\n",
       "      <td>-0.425600</td>\n",
       "      <td>-0.904643</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>Em</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.617008e+25</td>\n",
       "      <td>5.514153e+25</td>\n",
       "      <td>1.763323e+25</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1901</th>\n",
       "      <td>1896</td>\n",
       "      <td>Cl* NGC 6530 ZCW 228</td>\n",
       "      <td>Classical</td>\n",
       "      <td>18 04 32.93</td>\n",
       "      <td>-24 18 44.57</td>\n",
       "      <td>10.490</td>\n",
       "      <td>B2.5Vne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>271.137161</td>\n",
       "      <td>-24.312361</td>\n",
       "      <td>4.066069e+18</td>\n",
       "      <td>0.9429</td>\n",
       "      <td>1.308</td>\n",
       "      <td>-1.673</td>\n",
       "      <td>1284560.0</td>\n",
       "      <td>10.416478</td>\n",
       "      <td>8.851440e+05</td>\n",
       "      <td>10.483853</td>\n",
       "      <td>6.288260e+05</td>\n",
       "      <td>10.265594</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8696.50</td>\n",
       "      <td>0.8260</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.066069e+18</td>\n",
       "      <td>271.137168</td>\n",
       "      <td>-24.312368</td>\n",
       "      <td>1033.908698</td>\n",
       "      <td>2MASS J18043292-2418445</td>\n",
       "      <td>271.137161</td>\n",
       "      <td>-24.312361</td>\n",
       "      <td>YSO</td>\n",
       "      <td>*iC|IR |*  |X  |*</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B2.5Vne</td>\n",
       "      <td>0.9429</td>\n",
       "      <td>1.31</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>10.610</td>\n",
       "      <td>10.454</td>\n",
       "      <td>10.61</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.871</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.407</td>\n",
       "      <td>10.448</td>\n",
       "      <td>10.569</td>\n",
       "      <td>NaN</td>\n",
       "      <td>271.137109</td>\n",
       "      <td>-24.312345</td>\n",
       "      <td>J180432.9-241844</td>\n",
       "      <td>4.910272e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>7.339234e-15</td>\n",
       "      <td>1.101122e-14</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.119</td>\n",
       "      <td>76.55</td>\n",
       "      <td>-0.69082</td>\n",
       "      <td>-0.85946</td>\n",
       "      <td>-0.37976</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>271.137163</td>\n",
       "      <td>-24.312332</td>\n",
       "      <td>2.000882e+14</td>\n",
       "      <td>J180432.9-241844</td>\n",
       "      <td>5.220000e-14</td>\n",
       "      <td>0.884458</td>\n",
       "      <td>0.196226</td>\n",
       "      <td>-0.526081</td>\n",
       "      <td>-0.727589</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.076</td>\n",
       "      <td>1.520</td>\n",
       "      <td>YSO</td>\n",
       "      <td>1.037580e-15</td>\n",
       "      <td>1.692264e-14</td>\n",
       "      <td>2.518531e-14</td>\n",
       "      <td>7.821207e-15</td>\n",
       "      <td>1.233270e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.408352e+26</td>\n",
       "      <td>9.386987e+25</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1935</th>\n",
       "      <td>1930</td>\n",
       "      <td>BD-13 4928</td>\n",
       "      <td>Classical</td>\n",
       "      <td>18 18 42.79</td>\n",
       "      <td>-13 46 50.41</td>\n",
       "      <td>10.044</td>\n",
       "      <td>O9.5Vne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>274.678234</td>\n",
       "      <td>-13.780825</td>\n",
       "      <td>4.146601e+18</td>\n",
       "      <td>0.5441</td>\n",
       "      <td>0.209</td>\n",
       "      <td>-1.538</td>\n",
       "      <td>2026000.0</td>\n",
       "      <td>9.921766</td>\n",
       "      <td>1.129430e+06</td>\n",
       "      <td>10.219237</td>\n",
       "      <td>1.309990e+06</td>\n",
       "      <td>9.468753</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6151.32</td>\n",
       "      <td>1.7950</td>\n",
       "      <td>14.36</td>\n",
       "      <td>266.106</td>\n",
       "      <td>4.146601e+18</td>\n",
       "      <td>274.678235</td>\n",
       "      <td>-13.780832</td>\n",
       "      <td>1753.948019</td>\n",
       "      <td>BD-13  4928</td>\n",
       "      <td>274.678234</td>\n",
       "      <td>-13.780825</td>\n",
       "      <td>Be*</td>\n",
       "      <td>Be*|*  |IR |X  |*iC|*</td>\n",
       "      <td>23.00</td>\n",
       "      <td>0.000077</td>\n",
       "      <td>OB-</td>\n",
       "      <td>0.5441</td>\n",
       "      <td>0.21</td>\n",
       "      <td>-1.54</td>\n",
       "      <td>10.604</td>\n",
       "      <td>10.044</td>\n",
       "      <td>10.23</td>\n",
       "      <td>8.961</td>\n",
       "      <td>8.869</td>\n",
       "      <td>8.755</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.600</td>\n",
       "      <td>10.030</td>\n",
       "      <td>9.670</td>\n",
       "      <td>NaN</td>\n",
       "      <td>274.678263</td>\n",
       "      <td>-13.780792</td>\n",
       "      <td>J181842.7-134650</td>\n",
       "      <td>5.523934e-15</td>\n",
       "      <td>1.154952e-15</td>\n",
       "      <td>1.389104e-15</td>\n",
       "      <td>3.075869e-15</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.238</td>\n",
       "      <td>110.02</td>\n",
       "      <td>-0.41974</td>\n",
       "      <td>-0.76702</td>\n",
       "      <td>-0.50593</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>274.678345</td>\n",
       "      <td>-13.780366</td>\n",
       "      <td>2.060513e+14</td>\n",
       "      <td>J181842.8-134649</td>\n",
       "      <td>4.920000e-15</td>\n",
       "      <td>0.874348</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>Em</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.132172e+26</td>\n",
       "      <td>5.113042e+25</td>\n",
       "      <td>4.251169e+25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2128</th>\n",
       "      <td>2123</td>\n",
       "      <td>HD 198931</td>\n",
       "      <td>Classical</td>\n",
       "      <td>20 52 09.72</td>\n",
       "      <td>44 26 04.61</td>\n",
       "      <td>8.810</td>\n",
       "      <td>B1Vnne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "      <td>313.040485</td>\n",
       "      <td>44.434608</td>\n",
       "      <td>2.162957e+18</td>\n",
       "      <td>1.2662</td>\n",
       "      <td>-1.386</td>\n",
       "      <td>-2.469</td>\n",
       "      <td>7747110.0</td>\n",
       "      <td>8.465517</td>\n",
       "      <td>3.901560e+06</td>\n",
       "      <td>8.873293</td>\n",
       "      <td>5.605710e+06</td>\n",
       "      <td>7.890343</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5297.46</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.79</td>\n",
       "      <td>199.935</td>\n",
       "      <td>2.162957e+18</td>\n",
       "      <td>313.040477</td>\n",
       "      <td>44.434597</td>\n",
       "      <td>805.315168</td>\n",
       "      <td>HD 198931</td>\n",
       "      <td>313.040485</td>\n",
       "      <td>44.434608</td>\n",
       "      <td>Be*</td>\n",
       "      <td>V* |X  |*  |Be*|IR |Em*|Y*?</td>\n",
       "      <td>-26.00</td>\n",
       "      <td>-0.000087</td>\n",
       "      <td>B1Ve</td>\n",
       "      <td>1.2662</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>9.310</td>\n",
       "      <td>8.720</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.129</td>\n",
       "      <td>6.860</td>\n",
       "      <td>6.535</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>313.040809</td>\n",
       "      <td>44.434728</td>\n",
       "      <td>J205209.7+442605</td>\n",
       "      <td>1.196803e-14</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.169520e-14</td>\n",
       "      <td>1.164230e-14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.511</td>\n",
       "      <td>115.70</td>\n",
       "      <td>-0.33979</td>\n",
       "      <td>-0.56465</td>\n",
       "      <td>-0.24485</td>\n",
       "      <td>313.04038</td>\n",
       "      <td>44.43457</td>\n",
       "      <td>77806.0</td>\n",
       "      <td>0.0034</td>\n",
       "      <td>0.870</td>\n",
       "      <td>-0.300</td>\n",
       "      <td>7.410000e-01</td>\n",
       "      <td>1.091000e-13</td>\n",
       "      <td>4.190000e-12</td>\n",
       "      <td>313.040684</td>\n",
       "      <td>44.434518</td>\n",
       "      <td>2.067958e+14</td>\n",
       "      <td>J205209.7+442604</td>\n",
       "      <td>5.980000e-14</td>\n",
       "      <td>0.786986</td>\n",
       "      <td>0.381571</td>\n",
       "      <td>-0.613689</td>\n",
       "      <td>-0.403651</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.048</td>\n",
       "      <td>269.000</td>\n",
       "      <td>Em</td>\n",
       "      <td>1.732183e-15</td>\n",
       "      <td>1.453138e-14</td>\n",
       "      <td>3.246311e-14</td>\n",
       "      <td>7.771545e-15</td>\n",
       "      <td>3.301784e-15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.034033e+25</td>\n",
       "      <td>9.075084e+25</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         #                 Be star   Category           RA           DEC  \\\n",
       "51      52         RX J0049.7-7323  Classical  00 49 41.99  -73 23 14.71   \n",
       "59      60                  DZ Tuc  Classical  00 50 44.69  -73 16 05.16   \n",
       "65      66                  SMC 25  Classical  00 51 52.01  -73 10 33.96   \n",
       "68      69               X SMC X-3  Classical  00 52 05.77  -72 26 03.19   \n",
       "81      82   CXOU J005323.8-722715  Classical  00 53 23.90  -72 27 15.12   \n",
       "91      92  Cl* NGC 330 ELS 065055  Classical  00 53 55.34  -72 26 45.30   \n",
       "116    117  Cl* NGC 330 ELS 016486  Classical  00 54 46.42  -72 25 22.76   \n",
       "257    258         RX J0101.3-7211  Classical  01 01 20.81  -72 11 18.96   \n",
       "596    597                V615 Cas  Classical  02 40 31.67   61 13 45.61   \n",
       "681    682         GSC 02342-00359  Classical  03 29 10.32   31 21 59.51   \n",
       "687    688                  BQ Cam  Classical  03 34 59.89   53 10 23.59   \n",
       "772    772                  25 Ori  Classical  05 24 44.83   01 50 47.20   \n",
       "858    857                  43 Ori  Classical  05 35 22.90  -05 24 57.82   \n",
       "893    892                V725 Tau  Classical  05 38 54.57   26 18 56.83   \n",
       "1003  1001                  15 Mon  Classical  06 40 58.66   09 53 44.72   \n",
       "1170  1168                V374 Car  Classical  07 58 50.55  -60 49 28.06   \n",
       "1568  1563             CPD-63 2495  Classical  13 02 47.66  -63 50 08.67   \n",
       "1606  1601               HD 119682  Classical  13 46 32.57  -62 55 24.13   \n",
       "1856  1851               V3892 Sgr  Classical  17 44 45.78  -27 13 44.50   \n",
       "1880  1875               HD 316568  Classical  17 54 42.71  -29 43 47.61   \n",
       "1896  1891    Cl* NGC 6530 ZCW 175  Classical  18 04 11.17  -24 21 45.11   \n",
       "1898  1893               HD 164906  Classical  18 04 25.84  -24 23 08.35   \n",
       "1901  1896    Cl* NGC 6530 ZCW 228  Classical  18 04 32.93  -24 18 44.57   \n",
       "1935  1930              BD-13 4928  Classical  18 18 42.79  -13 46 50.41   \n",
       "2128  2123               HD 198931  Classical  20 52 09.72   44 26 04.61   \n",
       "\n",
       "           V     Type  vsini  Nb of spectra in BeSS  _RAJ2000_Gaia  \\\n",
       "51    14.980     B2Ve    NaN                      0      12.425031   \n",
       "59    15.440       Be    NaN                      0      12.686282   \n",
       "65    14.450       Be    NaN                      0      12.966770   \n",
       "68    14.910    O9IVe    NaN                      0            NaN   \n",
       "81    16.190       Be    NaN                      0      13.349412   \n",
       "91    14.720   B1IIIe  420.0                      0      13.480484   \n",
       "116   15.580   B1IIIe  496.0                      0      13.693210   \n",
       "257   15.490       Be    NaN                      0      15.336099   \n",
       "596   10.800     B0Ve    NaN                      5      40.131934   \n",
       "681   14.250      B5e    NaN                      0            NaN   \n",
       "687   11.300       Be    NaN                      0      53.749632   \n",
       "772    4.873    B1Vpe  263.0                    447      81.186779   \n",
       "858    5.080  O9.5Vpe  183.0                    291      83.845426   \n",
       "893    9.190  O9.7IIe    NaN                     11      84.727396   \n",
       "1003   4.640     B1Ve   70.0                   1866     100.244435   \n",
       "1170   5.810  B2IVnpe  200.0                      5     119.710629   \n",
       "1568  10.080      B2e    NaN                      3     195.698559   \n",
       "1606   7.908     B0Ve  200.0                     15     206.635711   \n",
       "1856   8.690       Oe    NaN                      0     266.190691   \n",
       "1880   9.570   B2IVpe    NaN                      0     268.677938   \n",
       "1896  10.370     B3Ve    NaN                      0     271.046499   \n",
       "1898   7.450     B0Ve  255.0                     49     271.107639   \n",
       "1901  10.490  B2.5Vne    NaN                      0     271.137161   \n",
       "1935  10.044  O9.5Vne    NaN                      0     274.678234   \n",
       "2128   8.810   B1Vnne    NaN                     24     313.040485   \n",
       "\n",
       "      _DEJ2000_Gaia     source_id  parallax  pmra_x  pmdec_x        Gflux  \\\n",
       "51       -73.387410  4.685927e+18   -0.0403   0.623   -1.152      22148.3   \n",
       "59       -73.268176  4.685929e+18   -0.0418   0.755   -1.126      13573.7   \n",
       "65       -73.176151  4.685938e+18   -0.1357   0.725   -1.064      34254.7   \n",
       "68              NaN           NaN       NaN     NaN      NaN          NaN   \n",
       "81       -72.454291  4.689005e+18   -0.0110   0.679   -1.264       6193.1   \n",
       "91       -72.445950  4.689005e+18   -0.0164   0.601   -1.335      24921.7   \n",
       "116      -72.422999  4.689006e+18   -0.0144   0.647   -1.274      11960.6   \n",
       "257      -72.188602  4.690506e+18   -0.0557   0.747   -1.169      10362.4   \n",
       "596       61.229331  4.656455e+17    0.3801  -0.296   -0.079    1312250.0   \n",
       "681             NaN           NaN       NaN     NaN      NaN          NaN   \n",
       "687       53.173138  4.447530e+17    0.1433  -0.285    0.470      38679.9   \n",
       "772        1.846445  3.222283e+18    3.8853   1.442    0.372  265874000.0   \n",
       "858       -5.416060  3.017361e+18    2.2153   0.006    1.380  201127000.0   \n",
       "893       26.315789  3.441208e+18    0.4424  -0.628   -3.036    6349990.0   \n",
       "1003       9.895767  3.326741e+18   -0.7845  -4.385   -6.575  296153000.0   \n",
       "1170     -60.824460  5.290768e+18    2.4919  -4.636   10.889   90314000.0   \n",
       "1568     -63.835729  5.862300e+18    0.4181  -6.986   -0.416    2662540.0   \n",
       "1606     -62.923376  5.864665e+18    0.5911  -4.651   -2.489    7079290.0   \n",
       "1856     -27.229023  4.060784e+18    0.8274  -0.955   -2.062    9851000.0   \n",
       "1880     -29.729899  4.056490e+18    0.4598   0.591    0.276    2653640.0   \n",
       "1896     -24.362549  4.065976e+18    0.9449   1.385   -2.129    1361240.0   \n",
       "1898     -24.385658  4.065975e+18    0.8095   1.895   -0.451   22138100.0   \n",
       "1901     -24.312361  4.066069e+18    0.9429   1.308   -1.673    1284560.0   \n",
       "1935     -13.780825  4.146601e+18    0.5441   0.209   -1.538    2026000.0   \n",
       "2128      44.434608  2.162957e+18    1.2662  -1.386   -2.469    7747110.0   \n",
       "\n",
       "           Gmag        BPflux      BPmag        RPflux      RPmag  \\\n",
       "51    14.825013  1.631400e+04  14.819985  1.130850e+04  14.628409   \n",
       "59    15.356619  1.056320e+04  15.291896  6.298320e+03  15.263858   \n",
       "65    14.351566  2.655240e+04  14.291129  1.536340e+04  14.295699   \n",
       "68          NaN           NaN        NaN           NaN        NaN   \n",
       "81    16.208595  5.186340e+03  16.064236  2.515100e+03  16.260530   \n",
       "91    14.696922  2.006820e+04  14.595115  1.140290e+04  14.619385   \n",
       "116   15.493979  9.503800e+03  15.406645  5.846490e+03  15.344682   \n",
       "257   15.649716  8.874090e+03  15.481079  4.008640e+03  15.754429   \n",
       "596   10.393323  5.663750e+05  10.968629  1.079580e+06   9.678779   \n",
       "681         NaN           NaN        NaN           NaN        NaN   \n",
       "687   14.219653  8.793380e+03  15.490998  4.621940e+04  13.099858   \n",
       "772    4.626674  1.944900e+08   4.629143  1.087320e+08   4.671030   \n",
       "858    4.929690  1.421110e+08   4.969817  8.080530e+07   4.993320   \n",
       "893    8.681434  3.230380e+06   9.078254  4.406530e+06   8.151678   \n",
       "1003   4.509574  2.136090e+08   4.527341  8.760640e+07   4.905581   \n",
       "1170   5.798978  6.847290e+07   5.762591  3.616040e+07   5.866338   \n",
       "1568   9.625128  1.176110e+06  10.175271  2.164370e+06   8.923590   \n",
       "1606   8.563392  5.108980e+06   8.580553  3.243440e+06   8.484406   \n",
       "1856   8.204665  5.367890e+06   8.526879  6.505550e+06   7.728709   \n",
       "1880   9.628762  1.688370e+06   9.782718  1.461100e+06   9.350219   \n",
       "1896  10.353526  9.315230e+05  10.428405  6.712890e+05  10.194647   \n",
       "1898   7.325513  1.400340e+07   7.485802  1.211330e+07   7.053762   \n",
       "1901  10.416478  8.851440e+05  10.483853  6.288260e+05  10.265594   \n",
       "1935   9.921766  1.129430e+06  10.219237  1.309990e+06   9.468753   \n",
       "2128   8.465517  3.901560e+06   8.873293  5.605710e+06   7.890343   \n",
       "\n",
       "      radial_velocity  teff_val  a_g_val  radius_val   lum_val       gaia_id  \\\n",
       "51                NaN   9281.25      NaN         NaN       NaN  4.685927e+18   \n",
       "59                NaN   9572.50      NaN         NaN       NaN  4.685929e+18   \n",
       "65                NaN   9522.75      NaN         NaN       NaN  4.685938e+18   \n",
       "68                NaN       NaN      NaN         NaN       NaN           NaN   \n",
       "81                NaN   8565.00      NaN         NaN       NaN  4.689005e+18   \n",
       "91                NaN   9566.00      NaN         NaN       NaN  4.689005e+18   \n",
       "116               NaN   9515.00      NaN         NaN       NaN  4.689006e+18   \n",
       "257               NaN   8868.67      NaN         NaN       NaN  4.690506e+18   \n",
       "596               NaN   4972.00      NaN       26.91   398.622  4.656455e+17   \n",
       "681               NaN       NaN      NaN         NaN       NaN           NaN   \n",
       "687               NaN   3668.33   1.8825         NaN       NaN  4.447530e+17   \n",
       "772               NaN   9620.33   0.2120         NaN       NaN  3.222283e+18   \n",
       "858               NaN   9337.00   0.3043         NaN       NaN  3.017361e+18   \n",
       "893               NaN   5740.55      NaN       36.23  1284.186  3.441208e+18   \n",
       "1003              NaN   9705.00      NaN         NaN       NaN  3.326741e+18   \n",
       "1170              NaN   8598.67   0.2160         NaN       NaN  5.290768e+18   \n",
       "1568              NaN   4883.25      NaN       36.50   682.508  5.862300e+18   \n",
       "1606              NaN   9552.33   0.4580         NaN       NaN  5.864665e+18   \n",
       "1856              NaN   5859.67      NaN       23.08   565.673  4.060784e+18   \n",
       "1880              NaN   7770.76   1.1940       12.38   503.841  4.056490e+18   \n",
       "1896              NaN   8973.00   0.5650         NaN       NaN  4.065976e+18   \n",
       "1898              NaN   7540.33   1.1222       21.42  1335.963  4.065975e+18   \n",
       "1901              NaN   8696.50   0.8260         NaN       NaN  4.066069e+18   \n",
       "1935              NaN   6151.32   1.7950       14.36   266.106  4.146601e+18   \n",
       "2128              NaN   5297.46      NaN       16.79   199.935  2.162957e+18   \n",
       "\n",
       "      _RAJ2000_gaia2dis  _DEJ2000_gaia2dis          rest  \\\n",
       "51            12.425040         -73.387415  10961.523170   \n",
       "59            12.686293         -73.268181   9042.696195   \n",
       "65            12.966780         -73.176155  12460.374970   \n",
       "68                  NaN                NaN           NaN   \n",
       "81            13.349421         -72.454296   6692.143440   \n",
       "91            13.480493         -72.445955   8356.617282   \n",
       "116           13.693219         -72.423004   7532.261814   \n",
       "257           15.336109         -72.188607   7108.137548   \n",
       "596           40.131931          61.229331   2445.127295   \n",
       "681                 NaN                NaN           NaN   \n",
       "687           53.749630          53.173140   5133.033618   \n",
       "772           81.186785           1.846447    258.886994   \n",
       "858           83.845426          -5.416054    453.820093   \n",
       "893           84.727393          26.315776   2126.258147   \n",
       "1003         100.244416           9.895739   3216.112711   \n",
       "1170         119.710588         -60.824413    398.750496   \n",
       "1568         195.698491         -63.835731   2243.231078   \n",
       "1606         206.635668         -62.923387   1620.055073   \n",
       "1856         266.190686         -27.229032   1176.710018   \n",
       "1880         268.677941         -29.729898   2084.344497   \n",
       "1896         271.046505         -24.362558   1031.844943   \n",
       "1898         271.107648         -24.385660   1199.468804   \n",
       "1901         271.137168         -24.312368   1033.908698   \n",
       "1935         274.678235         -13.780832   1753.948019   \n",
       "2128         313.040477          44.434597    805.315168   \n",
       "\n",
       "                      main_id  _RAJ2000_Simbad  _DEJ2000_Simbad  \\\n",
       "51                    LIN 139        12.425031       -73.387410   \n",
       "59                  V* DZ Tuc        12.686282       -73.268176   \n",
       "65                    LIN 193        12.966770       -73.176151   \n",
       "68                        NaN              NaN              NaN   \n",
       "81            RX J0053.4-7227        13.349412       -72.454291   \n",
       "91            RX J0053.9-7226        13.479921       -72.445800   \n",
       "116               [MA93]  798        13.693210       -72.422999   \n",
       "257               [MA93] 1257        15.336099       -72.188602   \n",
       "596           LS   I +61  303        40.131934        61.229331   \n",
       "681           IRAS 03260+3111        52.293298        31.366453   \n",
       "687                 V* BQ Cam        53.749632        53.173138   \n",
       "772               * psi01 Ori        81.186779         1.846445   \n",
       "858               ** STF 4016        83.845417        -5.416056   \n",
       "893                 HD 245770        84.727396        26.315789   \n",
       "1003                *  15 Mon       100.244415         9.895756   \n",
       "1170                HD  66194       119.710629       -60.824460   \n",
       "1568             CPD-63  2495       195.698559       -63.835729   \n",
       "1606                HD 119682       206.635712       -62.923376   \n",
       "1856                HD 161103       266.190691       -27.229023   \n",
       "1880                HD 316568       268.677938       -29.729899   \n",
       "1896  2MASS J18041115-2421452       271.046499       -24.362549   \n",
       "1898                HD 164906       271.107639       -24.385658   \n",
       "1901  2MASS J18043292-2418445       271.137161       -24.312361   \n",
       "1935              BD-13  4928       274.678234       -13.780825   \n",
       "2128                HD 198931       313.040485        44.434608   \n",
       "\n",
       "            main_type                                        other_types  \\\n",
       "51               HMXB        Em*|HXB|IR |X  |*  |Psr|Be?|Psr|HXB|Em*|HXB   \n",
       "59               HMXB        IR |V* |HXB|X  |Em*|Psr|*  |Psr|HXB|Em*|HXB   \n",
       "65               HMXB  Em*|HXB|X  |*  |IR |SNR|Psr|Be*|Be?|Psr|HXB|Em...   \n",
       "68                NaN                                                NaN   \n",
       "81               HMXB                IR |HXB|X  |Em*|Psr|*  |HXB|Em*|HXB   \n",
       "91               HMXB        Be*|Psr|HXB|X  |gam|IR |*  |HXB|HXB|HX?|HXB   \n",
       "116              HMXB            EmO|Em*|*  |IR |X  |Be*|HXB|HXB|Em*|HXB   \n",
       "257              HMXB            Em*|HXB|IR |*  |X  |*  |Psr|HXB|Em*|HXB   \n",
       "596              HMXB    V* |HXB|Rad|X  |*iC|Em*|gam|IR |X  |HXB|*  |HXB   \n",
       "681   multiple_object                                            IR |mul   \n",
       "687              HMXB                V* |HXB|X  |Be*|Psr|gam|IR |HXB|HXB   \n",
       "772               Be*                        V* |Be*|IR |*  |** |UV |Em*   \n",
       "858                **                                                 **   \n",
       "893              HMXB  V* |HXB|Rad|X  |Be*|Psr|*  |Em*|gam|IR |SB*|N*...   \n",
       "1003              Be*  V* |IR |UV |X  |*iC|Em*|SB*|Ir*|pr*|** |SB*|* ...   \n",
       "1170              Be*                  Be*|V* |Em*|*iC|IR |X  |V* |*  |*   \n",
       "1568             HMXB  Psr|gam|X  |V* |Em*|IR |Be*|*  |UV |HXB|Rad|Psr|*   \n",
       "1606              Be*              Be*|Em*|*  |X  |*iC|IR |Be*|HXB|BS*|*   \n",
       "1856              Be*                  Be*|V* |UV |X  |Em*|*  |gam|IR |*   \n",
       "1880              Be*                          Be*|Em*|*  |IR |X  |*  |*   \n",
       "1896              YSO                                      *iC|IR |*  |X   \n",
       "1898              Be*                  Be*|Em*|IR |X  |*  |UV |*iC|Be*|*   \n",
       "1901              YSO                                  *iC|IR |*  |X  |*   \n",
       "1935              Be*                              Be*|*  |IR |X  |*iC|*   \n",
       "2128              Be*                        V* |X  |*  |Be*|IR |Em*|Y*?   \n",
       "\n",
       "      radvel  redshift         sp_type     plx  pmra_y  pmdec_y       B  \\\n",
       "51       NaN       NaN  O9.5-B0.5III-V     NaN    0.62    -1.15  15.000   \n",
       "59       NaN       NaN        B0-B0.5V     NaN    0.76    -1.13  15.370   \n",
       "65       NaN       NaN        O9.5-B0V     NaN    0.73    -1.06  14.380   \n",
       "68       NaN       NaN             NaN     NaN     NaN      NaN     NaN   \n",
       "81       NaN       NaN       B1-B2IV-V     NaN    0.68    -1.26  16.110   \n",
       "91    140.00  0.000467           B1III     NaN     NaN      NaN  14.650   \n",
       "116   140.00  0.000467             B1e     NaN    0.65    -1.27  15.500   \n",
       "257      NaN       NaN     B0.5-B2IV-V     NaN    0.75    -1.17  15.360   \n",
       "596   -41.41 -0.000138            B0Ve  0.3801   -0.30    -0.08  11.610   \n",
       "681      NaN       NaN             NaN     NaN     NaN      NaN     NaN   \n",
       "687      NaN       NaN          O8.5Ve  0.1433   -0.29     0.47  17.160   \n",
       "772    19.30  0.000064            B1Vn  3.8853    0.21    -0.21   4.760   \n",
       "858      NaN       NaN             NaN     NaN     NaN      NaN     NaN   \n",
       "893     9.00  0.000030     O9/B0III/Ve  0.4424   -0.62    -2.80   9.840   \n",
       "1003   22.00  0.000073     O7V+B1.5/2V  3.5500   -2.61    -1.61   4.400   \n",
       "1170   27.10  0.000090            B3Vn  2.4919   -4.64    10.89   5.720   \n",
       "1568     NaN       NaN          O9.5Ve  0.4181   -6.99    -0.42  10.720   \n",
       "1606     NaN       NaN            B0Ve  0.5911   -4.65    -2.49   7.978   \n",
       "1856     NaN       NaN     B0.5III/IVe  0.8274   -0.96    -2.06   9.230   \n",
       "1880     NaN       NaN              B3  0.4598    0.59     0.28   9.860   \n",
       "1896     NaN       NaN             B2V  0.9449    1.39    -2.13  10.497   \n",
       "1898   18.00  0.000060            B0Ve  0.8095    1.90    -0.45   7.610   \n",
       "1901     NaN       NaN         B2.5Vne  0.9429    1.31    -1.67  10.610   \n",
       "1935   23.00  0.000077             OB-  0.5441    0.21    -1.54  10.604   \n",
       "2128  -26.00 -0.000087            B1Ve  1.2662   -1.39    -2.47   9.310   \n",
       "\n",
       "         V.1      R       J       H       K   u       g       r       i   z  \\\n",
       "51    14.980    NaN  14.551  14.482  14.303 NaN     NaN     NaN     NaN NaN   \n",
       "59    15.440    NaN  15.296  15.160  15.010 NaN     NaN     NaN     NaN NaN   \n",
       "65    14.450  14.24  14.430  14.760  14.500 NaN     NaN     NaN     NaN NaN   \n",
       "68       NaN    NaN     NaN     NaN     NaN NaN     NaN     NaN     NaN NaN   \n",
       "81    16.190    NaN  16.260  15.802  16.310 NaN     NaN     NaN     NaN NaN   \n",
       "91    14.720    NaN  14.260  14.030  13.810 NaN     NaN     NaN     NaN NaN   \n",
       "116   15.360    NaN  15.293  15.205  14.900 NaN     NaN     NaN     NaN NaN   \n",
       "257   15.490    NaN  15.393  15.280  15.170 NaN     NaN     NaN     NaN NaN   \n",
       "596   10.750  10.19   8.621   8.228   7.917 NaN     NaN     NaN     NaN NaN   \n",
       "681      NaN    NaN     NaN     NaN     NaN NaN     NaN     NaN     NaN NaN   \n",
       "687   15.420  14.26  11.817  11.210  10.744 NaN     NaN     NaN     NaN NaN   \n",
       "772    4.960   5.04   5.369   5.417   5.355 NaN     NaN     NaN     NaN NaN   \n",
       "858      NaN    NaN     NaN     NaN     NaN NaN     NaN     NaN     NaN NaN   \n",
       "893    9.390   8.77   8.368   8.272   8.157 NaN     NaN     NaN     NaN NaN   \n",
       "1003   4.640    NaN   5.202   5.322   5.340 NaN     NaN     NaN     NaN NaN   \n",
       "1170   5.810   5.77   5.558   5.495   5.359 NaN     NaN     NaN     NaN NaN   \n",
       "1568   9.980  10.03   8.026   7.699   7.248 NaN  10.660   9.640   9.130 NaN   \n",
       "1606   7.901   8.72   7.350   7.180   6.950 NaN     NaN     NaN     NaN NaN   \n",
       "1856   9.130   9.12   7.054   6.843   6.507 NaN   9.580   8.950   7.930 NaN   \n",
       "1880   9.660   9.91   8.903   8.781   8.498 NaN     NaN     NaN     NaN NaN   \n",
       "1896  10.374    NaN  10.026   9.948   9.899 NaN     NaN     NaN     NaN NaN   \n",
       "1898   7.381   7.11   6.648   6.482   6.168 NaN     NaN     NaN   7.590 NaN   \n",
       "1901  10.454  10.61     NaN     NaN   9.871 NaN  10.407  10.448  10.569 NaN   \n",
       "1935  10.044  10.23   8.961   8.869   8.755 NaN  10.600  10.030   9.670 NaN   \n",
       "2128   8.720    NaN   7.129   6.860   6.535 NaN     NaN     NaN     NaN NaN   \n",
       "\n",
       "      _RAJ2000_CXO  _DEJ2000_CXO               2CXO         Fluxb  \\\n",
       "51       12.425003    -73.387415   J004942.0-732314  3.639864e-14   \n",
       "59       12.686215    -73.268134   J005044.6-731605  4.052841e-13   \n",
       "65       12.966979    -73.176218   J005152.0-731034  5.698938e-13   \n",
       "68       13.023399    -72.434343   J005205.6-722603  5.829137e-15   \n",
       "81       13.349516    -72.454314   J005323.8-722715  2.417283e-13   \n",
       "91       13.480639    -72.445994   J005355.3-722645  6.696520e-15   \n",
       "116      13.692969    -72.423015   J005446.3-722522  2.423705e-14   \n",
       "257      15.336083    -72.188594   J010120.6-721118           NaN   \n",
       "596      40.132071     61.229227   J024031.6+611345  2.213757e-12   \n",
       "681      52.293231     31.366406   J032910.3+312159  2.799839e-13   \n",
       "687      53.749593     53.173194   J033459.9+531023  2.178687e-14   \n",
       "772      81.186702      1.846197   J052444.8+015046  1.854816e-14   \n",
       "858      83.845379     -5.416021   J053522.8-052457  6.972368e-13   \n",
       "893      84.727417     26.315725   J053854.5+261856  3.145458e-12   \n",
       "1003    100.244447      9.895839   J064058.6+095345  1.295175e-12   \n",
       "1170    119.710680    -60.824433   J075850.5-604927           NaN   \n",
       "1568    195.698513    -63.835709   J130247.6-635008  9.777757e-13   \n",
       "1606    206.635742    -62.923329   J134632.5-625523  9.100856e-13   \n",
       "1856    266.190723    -27.229026   J174445.7-271344  9.254506e-13   \n",
       "1880    268.677926    -29.729824   J175442.7-294347  8.881351e-15   \n",
       "1896    271.046467    -24.362551   J180411.1-242145  1.327632e-14   \n",
       "1898    271.107717    -24.385730   J180425.8-242308  4.400332e-15   \n",
       "1901    271.137109    -24.312345   J180432.9-241844  4.910272e-15   \n",
       "1935    274.678263    -13.780792   J181842.7-134650  5.523934e-15   \n",
       "2128    313.040809     44.434728   J205209.7+442605  1.196803e-14   \n",
       "\n",
       "             Fluxh         Fluxm         Fluxs         Fluxu         Fluxw  \\\n",
       "51    2.823236e-14  6.315251e-15  1.991827e-15  0.000000e+00           NaN   \n",
       "59    3.564553e-13  3.766034e-14  1.595900e-14  2.641786e-14           NaN   \n",
       "65    4.396309e-13  6.843061e-14  7.165196e-14  1.033156e-12           NaN   \n",
       "68    3.983013e-15  6.938505e-16  1.317153e-15  0.000000e+00           NaN   \n",
       "81    2.068998e-13  2.401566e-14  1.174050e-14  3.870456e-15           NaN   \n",
       "91    3.555968e-15  1.501335e-15  1.672924e-15  0.000000e+00           NaN   \n",
       "116   2.043285e-14  3.403785e-15  1.199129e-15  0.000000e+00           NaN   \n",
       "257            NaN           NaN           NaN           NaN  0.000000e+00   \n",
       "596   1.986877e-12  2.107412e-13  5.174559e-14  3.736518e-14           NaN   \n",
       "681   1.944365e-13  7.717346e-14  1.250503e-14  6.049210e-14           NaN   \n",
       "687   1.203126e-14  9.554554e-15  1.327219e-15           NaN           NaN   \n",
       "772   1.596953e-14  5.303164e-16  2.754677e-15  0.000000e+00           NaN   \n",
       "858   1.327736e-13  1.227095e-13  4.416201e-13  1.883987e-13           NaN   \n",
       "893   2.900373e-12  2.314897e-13  6.522526e-14  6.920638e-14           NaN   \n",
       "1003  2.311118e-14  7.541396e-14  1.186294e-12  1.218246e-12           NaN   \n",
       "1170           NaN           NaN           NaN           NaN  1.676133e-13   \n",
       "1568  7.082495e-13  1.844671e-13  1.001692e-13  1.024407e-13           NaN   \n",
       "1606  6.892833e-13  1.354757e-13  9.491742e-14  1.896799e-14           NaN   \n",
       "1856  6.966094e-13  1.725775e-13  7.011330e-14  0.000000e+00           NaN   \n",
       "1880  6.325919e-15  1.871732e-15  8.943564e-16  0.000000e+00           NaN   \n",
       "1896  5.048776e-15  3.104724e-15  5.102124e-15  0.000000e+00           NaN   \n",
       "1898  0.000000e+00  1.024337e-15  3.203242e-15  9.393408e-16           NaN   \n",
       "1901  0.000000e+00  7.339234e-15  1.101122e-14  0.000000e+00           NaN   \n",
       "1935  1.154952e-15  1.389104e-15  3.075869e-15  0.000000e+00           NaN   \n",
       "2128  0.000000e+00  1.169520e-14  1.164230e-14           NaN           NaN   \n",
       "\n",
       "          S/N   NHGal     HRhm     HRhs     HRms  _RAJ2000_XRT  _DEJ2000_XRT  \\\n",
       "51     58.367    4.58  0.30106  0.54841  0.29482           NaN           NaN   \n",
       "59     66.336    4.83  0.52467  0.64085  0.17489      12.68685     -73.26817   \n",
       "65     50.777    5.03  0.35228  0.19613 -0.16740           NaN           NaN   \n",
       "68     38.810    7.15  0.29357 -0.25359 -0.49969           NaN           NaN   \n",
       "81     33.424    6.98  0.48220  0.58963  0.14741      13.34877     -72.45433   \n",
       "91      7.359    6.97 -0.03498 -0.30981 -0.27608      13.48023     -72.44608   \n",
       "116    11.220    6.98  0.36227  0.61087  0.31480           NaN           NaN   \n",
       "257    26.797    6.85      NaN      NaN      NaN      15.33717     -72.18866   \n",
       "596   126.436   88.95  0.50843  0.74703  0.38601      40.13163      61.22926   \n",
       "681    44.098   14.77  0.04372  0.53467  0.50219           NaN           NaN   \n",
       "687     3.818   81.78 -0.27358  0.49219  0.65834           NaN           NaN   \n",
       "772     2.526   11.14  0.64335 -0.28607 -0.77701           NaN           NaN   \n",
       "858   210.462   19.31 -0.36477 -0.81449 -0.63960           NaN           NaN   \n",
       "893    89.197   59.61  0.58339  0.77327  0.34603      84.72741      26.31559   \n",
       "1003   64.508   46.65 -0.72705 -0.97689 -0.86196           NaN           NaN   \n",
       "1170   19.234   13.63      NaN      NaN      NaN           NaN           NaN   \n",
       "1568  131.146  168.03  0.14866  0.21736  0.07121     195.69848     -63.83580   \n",
       "1606   33.242  193.40  0.27108  0.22986 -0.04372           NaN           NaN   \n",
       "1856   10.983   81.30  0.17489  0.29232  0.12117           NaN           NaN   \n",
       "1880    8.265   48.35  0.07995  0.23111  0.15116           NaN           NaN   \n",
       "1896   13.875   77.76 -0.30606 -0.65709 -0.43848           NaN           NaN   \n",
       "1898    5.962   75.80 -0.99938 -0.99938 -0.67083           NaN           NaN   \n",
       "1901   16.119   76.55 -0.69082 -0.85946 -0.37976           NaN           NaN   \n",
       "1935    7.238  110.02 -0.41974 -0.76702 -0.50593           NaN           NaN   \n",
       "2128   15.511  115.70 -0.33979 -0.56465 -0.24485     313.04038      44.43457   \n",
       "\n",
       "        2SXPS     CR0   HR_1   HR_2        PcstS0          FPO0          FPU0  \\\n",
       "51        NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "59    24913.0  0.0180  0.594  0.461  4.710000e-02  1.507000e-12  1.640000e-12   \n",
       "65        NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "68        NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "81     4024.0  0.0115  0.622  0.346  4.940000e-11  8.708000e-13  9.620000e-13   \n",
       "91     3609.0  1.1500  0.527  0.346  0.000000e+00  9.036000e-11  9.410000e-11   \n",
       "116       NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "257   51334.0  0.1880  0.287  0.511  0.000000e+00  2.121000e-11  2.310000e-11   \n",
       "596    1813.0  0.2340  0.739  0.176  0.000000e+00  1.355000e-11  1.920000e-11   \n",
       "681       NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "687       NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "772       NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "858       NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "893   65552.0  1.3300  0.600  0.450  0.000000e+00  9.635000e-11  1.180000e-10   \n",
       "1003      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "1170      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "1568  16098.0  0.3260  0.728  0.183  0.000000e+00  1.989000e-11  2.590000e-11   \n",
       "1606      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "1856      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "1880      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "1896      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "1898      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "1901      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "1935      NaN     NaN    NaN    NaN           NaN           NaN           NaN   \n",
       "2128  77806.0  0.0034  0.870 -0.300  7.410000e-01  1.091000e-13  4.190000e-12   \n",
       "\n",
       "      _RAJ2000_XMM  _DEJ2000_XMM        Source              4XMM  \\\n",
       "51       12.426001    -73.387425  2.011000e+14  J004942.2-732314   \n",
       "59       12.686311    -73.268182  2.011000e+14  J005044.7-731605   \n",
       "65       12.966676    -73.176081  2.011000e+14  J005152.0-731033   \n",
       "68       13.023690    -72.434312  2.050098e+14  J005205.6-722603   \n",
       "81       13.349272    -72.454332  2.050098e+14  J005323.8-722715   \n",
       "91       13.481378    -72.445641  2.050098e+14  J005355.5-722644   \n",
       "116      13.693217    -72.423182  2.008420e+14  J005446.3-722523   \n",
       "257      15.336172    -72.188620  2.012311e+14  J010120.6-721119   \n",
       "596      40.131941     61.229307  2.011243e+14  J024031.6+611345   \n",
       "681      52.293240     31.366409  2.006582e+14  J032910.3+312159   \n",
       "687      53.749315     53.172985  2.050619e+14  J033459.8+531022   \n",
       "772      81.186842      1.846549  2.055461e+14  J052444.8+015047   \n",
       "858      83.845477     -5.416199  2.021248e+14  J053522.9-052458   \n",
       "893      84.727370     26.315868  2.067418e+14  J053854.5+261857   \n",
       "1003    100.244364      9.895960  2.001142e+14  J064058.6+095345   \n",
       "1170    119.710651    -60.824467  2.011389e+14  J075850.5-604928   \n",
       "1568    195.698606    -63.835724  2.009282e+14  J130247.6-635008   \n",
       "1606    206.635626    -62.923390  2.008794e+14  J134632.5-625524   \n",
       "1856    266.190354    -27.229160  2.020120e+14  J174445.6-271344   \n",
       "1880    268.677838    -29.729599  2.020659e+14  J175442.6-294346   \n",
       "1896    271.046330    -24.362550  2.000882e+14  J180411.1-242145   \n",
       "1898    271.107500    -24.385874  2.000882e+14  J180425.7-242309   \n",
       "1901    271.137163    -24.312332  2.000882e+14  J180432.9-241844   \n",
       "1935    274.678345    -13.780366  2.060513e+14  J181842.8-134649   \n",
       "2128    313.040684     44.434518  2.067958e+14  J205209.7+442604   \n",
       "\n",
       "             Flux8       HR1       HR2       HR3       HR4  VarFlag  \\\n",
       "51    7.610000e-13  0.781369  0.672771  0.141023 -0.024442      0.0   \n",
       "59    9.690000e-13  0.850844  0.628668  0.120864 -0.073112      0.0   \n",
       "65    1.890000e-12  0.664199  0.297753 -0.034882 -0.193246      1.0   \n",
       "68    1.290000e-12  0.662555  0.442941 -0.007716 -0.290036      1.0   \n",
       "81    7.250000e-13  0.732062  0.523565  0.084874 -0.236643      1.0   \n",
       "91    6.480000e-15  0.726733  0.496659  0.078942 -0.105014      1.0   \n",
       "116   8.010000e-14  0.835946  0.781980  0.195384  0.003597      1.0   \n",
       "257   5.360000e-13  0.666565  0.450191  0.167650  0.058280      1.0   \n",
       "596   9.930000e-12  0.811452  0.668485 -0.069030 -0.405243      1.0   \n",
       "681   5.750000e-13  0.817820  0.861126 -0.202441 -0.565822      0.0   \n",
       "687   4.120000e-14  0.953155  0.836379 -0.344656 -0.993853      0.0   \n",
       "772   1.210000e-14  0.034176 -0.734670 -0.919258  0.937899      0.0   \n",
       "858   1.030000e-12  0.775365 -0.399009 -0.803279 -0.915027      0.0   \n",
       "893   2.730000e-11  0.755544  0.705999  0.120172 -0.345815      1.0   \n",
       "1003  2.990000e-12  0.379770 -0.590142 -0.776943 -0.984477      0.0   \n",
       "1170  1.890000e-13  0.620428  0.191988 -0.374043 -0.415911      0.0   \n",
       "1568  6.510000e-12  0.805060  0.644800 -0.069618 -0.392271      0.0   \n",
       "1606  1.580000e-12  0.737911  0.404723 -0.212558 -0.329525      1.0   \n",
       "1856  1.540000e-12  0.797074  0.500925 -0.140665 -0.409862      1.0   \n",
       "1880  8.840000e-14  0.680983  0.406540 -0.286805 -0.219796      0.0   \n",
       "1896  8.810000e-15  0.807760 -0.109916 -0.881935 -0.423303      0.0   \n",
       "1898  1.940000e-14  0.936011 -0.239177 -0.425600 -0.904643      0.0   \n",
       "1901  5.220000e-14  0.884458  0.196226 -0.526081 -0.727589      0.0   \n",
       "1935  4.920000e-15  0.874348 -1.000000       NaN       NaN      0.0   \n",
       "2128  5.980000e-14  0.786986  0.381571 -0.613689 -0.403651      0.0   \n",
       "\n",
       "      _RAJ2000_HMXB  _DEJ2000_HMXB       HMXB_Name   Type.1  Vmag     Porb  \\\n",
       "51              NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "59              NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "65              NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "68              NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "81              NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "91              NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "116             NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "257             NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "596       40.132083      61.229444  1E 0236.6+6100        R  10.7   26.496   \n",
       "681             NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "687       53.749583      53.173333       V 0332+53  T, P, C  15.1   34.250   \n",
       "772             NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "858             NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "893       84.727500      26.315833     1A 0535+262  T, P, C   8.9  111.000   \n",
       "1003            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1170            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1568            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1606            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1856            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1880            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1896            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1898            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1901            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "1935            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "2128            NaN            NaN             NaN      NaN   NaN      NaN   \n",
       "\n",
       "        SpType   epsi     sepsi    Class         Flux1         Flux2  \\\n",
       "51         NaN  0.074     0.853     HMXB  4.791783e-15  3.904265e-14   \n",
       "59         NaN  0.119     1.610     HMXB  4.914828e-15  6.098702e-14   \n",
       "65         NaN  0.207     8.320     HMXB  6.421972e-14  3.182671e-13   \n",
       "68         NaN    NaN       NaN  Unknown  3.379483e-14  1.665035e-13   \n",
       "81         NaN  0.195     2.450     HMXB  1.069782e-14  6.915511e-14   \n",
       "91         NaN  0.209     7.370     HMXB           NaN           NaN   \n",
       "116        NaN  0.142     2.010     HMXB           NaN           NaN   \n",
       "257        NaN  0.317     8.290     HMXB  9.168886e-15  4.582766e-14   \n",
       "596       B0Ve  0.000     0.000     HMXB  8.352187e-14  8.024262e-13   \n",
       "681        NaN    NaN       NaN   Binary  2.228761e-15  2.223892e-14   \n",
       "687     O8.5Ve  0.199     8.280     HMXB           NaN           NaN   \n",
       "772        NaN  1.561   731.000       Em           NaN           NaN   \n",
       "858        NaN  1.080   418.000   Binary  8.119644e-14  6.417225e-13   \n",
       "893   O9.7IIIe  0.000     0.000     HMXB  2.121248e-13  1.523360e-12   \n",
       "1003       NaN  2.758  2480.000       Em  7.725016e-13  1.718515e-12   \n",
       "1170       NaN  0.725   130.000       Em  1.210030e-14  5.165730e-14   \n",
       "1568       NaN  0.000     0.000     HMXB  6.100468e-14  5.648769e-13   \n",
       "1606       NaN  0.138     7.550       Em  4.096990e-14  2.716712e-13   \n",
       "1856       NaN  0.000     0.000       Em  2.370989e-14  2.099703e-13   \n",
       "1880       NaN  0.000     0.000       Em  2.936241e-15  1.547182e-14   \n",
       "1896       NaN  0.063     1.090      YSO           NaN           NaN   \n",
       "1898       NaN  0.000     0.000       Em           NaN           NaN   \n",
       "1901       NaN  0.076     1.520      YSO  1.037580e-15  1.692264e-14   \n",
       "1935       NaN  0.000     0.000       Em           NaN           NaN   \n",
       "2128       NaN  1.048   269.000       Em  1.732183e-15  1.453138e-14   \n",
       "\n",
       "             Flux3         Flux4         Flux5          Lumu          Lums  \\\n",
       "51    1.995832e-13  2.651166e-13  2.524658e-13  0.000000e+00  2.863548e+27   \n",
       "59    2.674900e-13  3.410393e-13  2.945688e-13  2.584667e+28  1.561395e+28   \n",
       "65    5.881578e-13  5.485086e-13  3.708468e-13  1.919284e+30  1.331071e+29   \n",
       "68    4.312913e-13  4.246866e-13  2.337238e-13           NaN           NaN   \n",
       "81    2.211473e-13  2.621682e-13  1.618316e-13  2.073976e+27  6.291123e+27   \n",
       "91             NaN           NaN           NaN  0.000000e+00  1.397810e+27   \n",
       "116            NaN           NaN           NaN  0.000000e+00  8.140067e+26   \n",
       "257   1.208763e-13  1.695695e-13  1.905577e-13           NaN           NaN   \n",
       "596   4.038539e-12  3.516981e-12  1.488532e-12  2.672890e+27  3.701582e+27   \n",
       "681   2.980359e-13  1.976822e-13  5.481420e-14           NaN           NaN   \n",
       "687            NaN           NaN           NaN           NaN  4.184097e+26   \n",
       "772            NaN           NaN           NaN  0.000000e+00  2.209033e+24   \n",
       "858   2.756733e-13  3.007340e-14  1.334408e-15  4.642549e+26  1.088247e+27   \n",
       "893   8.839597e-12  1.125432e-11  5.470595e-12  3.743598e+27  3.528246e+27   \n",
       "1003  4.429461e-13  5.560236e-14  4.349334e-16  1.507677e+29  1.468135e+29   \n",
       "1170  7.620540e-14  3.471602e-14  1.432099e-14           NaN           NaN   \n",
       "1568  2.615736e-12  2.275237e-12  9.931452e-13  6.167818e+27  6.031055e+27   \n",
       "1606  6.410844e-13  4.163238e-13  2.099507e-13  5.956510e+26  2.980688e+27   \n",
       "1856  6.314675e-13  4.757243e-13  1.991280e-13  0.000000e+00  1.161583e+27   \n",
       "1880  3.666924e-14  2.032345e-14  1.299925e-14  0.000000e+00  4.649012e+25   \n",
       "1896           NaN           NaN           NaN  0.000000e+00  6.499665e+25   \n",
       "1898           NaN           NaN           NaN  1.617008e+25  5.514153e+25   \n",
       "1901  2.518531e-14  7.821207e-15  1.233270e-15  0.000000e+00  1.408352e+26   \n",
       "1935           NaN           NaN           NaN  0.000000e+00  1.132172e+26   \n",
       "2128  3.246311e-14  7.771545e-15  3.301784e-15           NaN  9.034033e+25   \n",
       "\n",
       "              Lumm          Lumh  \n",
       "51    9.079115e+27  4.058823e+28  \n",
       "59    3.684607e+28  3.487483e+29  \n",
       "65    1.271229e+29  8.166980e+29  \n",
       "68             NaN           NaN  \n",
       "81    1.286874e+28  1.108668e+29  \n",
       "91    1.254439e+27  2.971187e+27  \n",
       "116   2.310596e+27  1.387046e+28  \n",
       "257            NaN           NaN  \n",
       "596   1.507521e+28  1.421297e+29  \n",
       "681            NaN           NaN  \n",
       "687   3.012102e+27  3.792892e+27  \n",
       "772   4.252718e+23  1.280630e+25  \n",
       "858   3.023825e+26  3.271825e+26  \n",
       "893   1.252203e+28  1.568906e+29  \n",
       "1003  9.333087e+27  2.860195e+27  \n",
       "1170           NaN           NaN  \n",
       "1568  1.110652e+28  4.264277e+28  \n",
       "1606  4.254338e+27  2.164554e+28  \n",
       "1856  2.859131e+27  1.154089e+28  \n",
       "1880  9.729574e+25  3.288317e+26  \n",
       "1896  3.955150e+25  6.431704e+25  \n",
       "1898  1.763323e+25  0.000000e+00  \n",
       "1901  9.386987e+25  0.000000e+00  \n",
       "1935  5.113042e+25  4.251169e+25  \n",
       "2128  9.075084e+25  0.000000e+00  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "master[master[\"4XMM\"].notna() & master[\"2CXO\"].notna()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "excel = pd.read_excel(\"BeSS_xray_classifications.xlsx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "excel.to_html(\"BeSS_html_export.html\",index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "hide_input": false,
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.6"
  },
  "latex_envs": {
   "LaTeX_envs_menu_present": true,
   "autoclose": true,
   "autocomplete": true,
   "bibliofile": "biblio.bib",
   "cite_by": "apalike",
   "current_citInitial": 1,
   "eqLabelWithNumbers": true,
   "eqNumInitial": 1,
   "hotkeys": {
    "equation": "Ctrl-E",
    "itemize": "Ctrl-I"
   },
   "labels_anchors": false,
   "latex_user_defs": false,
   "report_style_numbering": false,
   "user_envs_cfg": false
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "types_to_exclude": [
    "module",
    "function",
    "builtin_function_or_method",
    "instance",
    "_Feature"
   ],
   "window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}