Data_extraction.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
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   "source": [
    "#### In this script, we'll go through the step by step process of extracting the data needed for the GlobalStay project, we'll get this data through web scraping."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# First is to import all the necessary dependencies\n",
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "from dotenv import load_dotenv\n",
    "import re\n",
    "import pandas as pd\n",
    "from sqlalchemy import create_engine\n",
    "import lxml\n",
    "import os\n",
    "import glob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Success\n",
      "<!DOCTYPE html>\n",
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var(--bs-accordion-border-color);color:var(--bs-accordion-active-color)}.accordion-button:not(.collapsed):after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button:after{background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);content:\"\";flex-shrink:0;height:var(--bs-accordion-btn-icon-width);margin-left:auto;transition:var(--bs-accordion-btn-icon-transition);width:var(--bs-accordion-btn-icon-width)}@media (prefers-reduced-motion:reduce){.accordion-button:after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{box-shadow:var(--bs-accordion-btn-focus-box-shadow);outline:0;z-index:3}.accordion-header{margin-bottom:0}.accordion-item{background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color);color:var(--bs-accordion-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type>.accordion-header .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-left-radius:var(--bs-accordion-border-radius);border-bottom-right-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type>.accordion-header .accordion-button.collapsed{border-bottom-left-radius:var(--bs-accordion-inner-border-radius);border-bottom-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type>.accordion-collapse{border-bottom-left-radius:var(--bs-accordion-border-radius);border-bottom-right-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush>.accordion-item{border-left:0;border-radius:0;border-right:0}.accordion-flush>.accordion-item:first-child{border-top:0}.accordion-flush>.accordion-item:last-child{border-bottom:0}.accordion-flush>.accordion-item>.accordion-collapse,.accordion-flush>.accordion-item>.accordion-header .accordion-button,.accordion-flush>.accordion-item>.accordion-header .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button:after{--bs-accordion-btn-icon:url(\"data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' fill='%236ea8fe' viewBox='0 0 16 16'%3E%3Cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3E%3C/svg%3E\");--bs-accordion-btn-active-icon:url(\"data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' fill='%236ea8fe' viewBox='0 0 16 16'%3E%3Cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3E%3C/svg%3E\")}.breadcrumb{--bs-breadcrumb-padding-x:0;--bs-breadcrumb-padding-y:0;--bs-breadcrumb-margin-bottom:1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color:var(--bs-secondary-color);--bs-breadcrumb-item-padding-x:0.5rem;--bs-breadcrumb-item-active-color:var(--bs-secondary-color);background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius);display:flex;flex-wrap:wrap;font-size:var(--bs-breadcrumb-font-size);list-style:none;margin-bottom:var(--bs-breadcrumb-margin-bottom);padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item:before{color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider,\"/\");float:left;padding-right:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x:0.75rem;--bs-pagination-padding-y:0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color:var(--bs-link-color);--bs-pagination-bg:var(--bs-body-bg);--bs-pagination-border-width:var(--bs-border-width);--bs-pagination-border-color:var(--bs-border-color);--bs-pagination-border-radius:var(--bs-border-radius);--bs-pagination-hover-color:var(--bs-link-hover-color);--bs-pagination-hover-bg:var(--bs-tertiary-bg);--bs-pagination-hover-border-color:var(--bs-border-color);--bs-pagination-focus-color:var(--bs-link-hover-color);--bs-pagination-focus-bg:var(--bs-secondary-bg);--bs-pagination-focus-box-shadow:0 0 0 0.25rem rgba(13,110,253,.25);--bs-pagination-active-color:#fff;--bs-pagination-active-bg:#0d6efd;--bs-pagination-active-border-color:#0d6efd;--bs-pagination-disabled-color:var(--bs-secondary-color);--bs-pagination-disabled-bg:var(--bs-secondary-bg);--bs-pagination-disabled-border-color:var(--bs-border-color);display:flex;list-style:none;padding-left:0}.page-link{background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);color:var(--bs-pagination-color);display:block;font-size:var(--bs-pagination-font-size);padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);position:relative;text-decoration:none;transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media (prefers-reduced-motion:reduce){.page-link{transition:none}}.page-link:hover{background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color);color:var(--bs-pagination-hover-color);z-index:2}.page-link:focus{background-color:var(--bs-pagination-focus-bg);box-shadow:var(--bs-pagination-focus-box-shadow);color:var(--bs-pagination-focus-color);outline:0;z-index:3}.active>.page-link,.page-link.active{background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color);color:var(--bs-pagination-active-color);z-index:3}.disabled>.page-link,.page-link.disabled{background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color);color:var(--bs-pagination-disabled-color);pointer-events:none}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width)*-1)}.page-item:first-child .page-link{border-bottom-left-radius:var(--bs-pagination-border-radius);border-top-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-bottom-right-radius:var(--bs-pagination-border-radius);border-top-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x:1.5rem;--bs-pagination-padding-y:0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius:var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x:0.5rem;--bs-pagination-padding-y:0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius:var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x:0.65em;--bs-badge-padding-y:0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight:700;--bs-badge-color:#fff;--bs-badge-border-radius:var(--bs-border-radius);border-radius:var(--bs-badge-border-radius);color:var(--bs-badge-color);display:inline-block;font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);text-align:center;vertical-align:baseline;white-space:nowrap}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg:transparent;--bs-alert-padding-x:1rem;--bs-alert-padding-y:1rem;--bs-alert-margin-bottom:1rem;--bs-alert-color:inherit;--bs-alert-border-color:transparent;--bs-alert-border:var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius:var(--bs-border-radius);--bs-alert-link-color:inherit;background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius);color:var(--bs-alert-color);margin-bottom:var(--bs-alert-margin-bottom);padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);position:relative}.alert-heading{color:inherit}.alert-link{color:var(--bs-alert-link-color);font-weight:700}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{padding:1.25rem 1rem;position:absolute;right:0;top:0;z-index:2}.alert-primary{--bs-alert-color:var(--bs-primary-text-emphasis);--bs-alert-bg:var(--bs-primary-bg-subtle);--bs-alert-border-color:var(--bs-primary-border-subtle);--bs-alert-link-color:var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color:var(--bs-secondary-text-emphasis);--bs-alert-bg:var(--bs-secondary-bg-subtle);--bs-alert-border-color:var(--bs-secondary-border-subtle);--bs-alert-link-color:var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color:var(--bs-success-text-emphasis);--bs-alert-bg:var(--bs-success-bg-subtle);--bs-alert-border-color:var(--bs-success-border-subtle);--bs-alert-link-color:var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color:var(--bs-info-text-emphasis);--bs-alert-bg:var(--bs-info-bg-subtle);--bs-alert-border-color:var(--bs-info-border-subtle);--bs-alert-link-color:var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color:var(--bs-warning-text-emphasis);--bs-alert-bg:var(--bs-warning-bg-subtle);--bs-alert-border-color:var(--bs-warning-border-subtle);--bs-alert-link-color:var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color:var(--bs-danger-text-emphasis);--bs-alert-bg:var(--bs-danger-bg-subtle);--bs-alert-border-color:var(--bs-danger-border-subtle);--bs-alert-link-color:var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color:var(--bs-light-text-emphasis);--bs-alert-bg:var(--bs-light-bg-subtle);--bs-alert-border-color:var(--bs-light-border-subtle);--bs-alert-link-color:var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color:var(--bs-dark-text-emphasis);--bs-alert-bg:var(--bs-dark-bg-subtle);--bs-alert-border-color:var(--bs-dark-border-subtle);--bs-alert-link-color:var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height:1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg:var(--bs-secondary-bg);--bs-progress-border-radius:var(--bs-border-radius);--bs-progress-box-shadow:var(--bs-box-shadow-inset);--bs-progress-bar-color:#fff;--bs-progress-bar-bg:#0d6efd;--bs-progress-bar-transition:width 0.6s ease;background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius);display:flex;font-size:var(--bs-progress-font-size);height:var(--bs-progress-height);overflow:hidden}.progress-bar{background-color:var(--bs-progress-bar-bg);color:var(--bs-progress-bar-color);display:flex;flex-direction:column;justify-content:center;overflow:hidden;text-align:center;transition:var(--bs-progress-bar-transition);white-space:nowrap}@media (prefers-reduced-motion:reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg,hsla(0,0%,100%,.15) 25%,transparent 0,transparent 50%,hsla(0,0%,100%,.15) 0,hsla(0,0%,100%,.15) 75%,transparent 0,transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:progress-bar-stripes 1s linear infinite}@media (prefers-reduced-motion:reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color:var(--bs-body-color);--bs-list-group-bg:var(--bs-body-bg);--bs-list-group-border-color:var(--bs-border-color);--bs-list-group-border-width:var(--bs-border-width);--bs-list-group-border-radius:var(--bs-border-radius);--bs-list-group-item-padding-x:1rem;--bs-list-group-item-padding-y:0.5rem;--bs-list-group-action-color:var(--bs-secondary-color);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-tertiary-bg);--bs-list-group-action-active-color:var(--bs-body-color);--bs-list-group-action-active-bg:var(--bs-secondary-bg);--bs-list-group-disabled-color:var(--bs-secondary-color);--bs-list-group-disabled-bg:var(--bs-body-bg);--bs-list-group-active-color:#fff;--bs-list-group-active-bg:#0d6efd;--bs-list-group-active-border-color:#0d6efd;border-radius:var(--bs-list-group-border-radius);display:flex;flex-direction:column;margin-bottom:0;padding-left:0}.list-group-numbered{counter-reset:section;list-style-type:none}.list-group-numbered>.list-group-item:before{content:counters(section,\".\") \". \";counter-increment:section}.list-group-item-action{color:var(--bs-list-group-action-color);text-align:inherit;width:100%}.list-group-item-action:focus,.list-group-item-action:hover{background-color:var(--bs-list-group-action-hover-bg);color:var(--bs-list-group-action-hover-color);text-decoration:none;z-index:1}.list-group-item-action:active{background-color:var(--bs-list-group-action-active-bg);color:var(--bs-list-group-action-active-color)}.list-group-item{background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color);color:var(--bs-list-group-color);display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);position:relative;text-decoration:none}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-left-radius:inherit;border-bottom-right-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{background-color:var(--bs-list-group-disabled-bg);color:var(--bs-list-group-disabled-color);pointer-events:none}.list-group-item.active{background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color);color:var(--bs-list-group-active-color);z-index:2}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{border-top-width:var(--bs-list-group-border-width);margin-top:calc(var(--bs-list-group-border-width)*-1)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}@media (min-width:576px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media (min-width:768px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-md>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media (min-width:992px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media (min-width:1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media (min-width:1400px){.list-group-horizontal-xxl{flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color:var(--bs-primary-text-emphasis);--bs-list-group-bg:var(--bs-primary-bg-subtle);--bs-list-group-border-color:var(--bs-primary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-primary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-primary-border-subtle);--bs-list-group-active-color:var(--bs-primary-bg-subtle);--bs-list-group-active-bg:var(--bs-primary-text-emphasis);--bs-list-group-active-border-color:var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color:var(--bs-secondary-text-emphasis);--bs-list-group-bg:var(--bs-secondary-bg-subtle);--bs-list-group-border-color:var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-secondary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-secondary-border-subtle);--bs-list-group-active-color:var(--bs-secondary-bg-subtle);--bs-list-group-active-bg:var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color:var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color:var(--bs-success-text-emphasis);--bs-list-group-bg:var(--bs-success-bg-subtle);--bs-list-group-border-color:var(--bs-success-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-success-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-success-border-subtle);--bs-list-group-active-color:var(--bs-success-bg-subtle);--bs-list-group-active-bg:var(--bs-success-text-emphasis);--bs-list-group-active-border-color:var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color:var(--bs-info-text-emphasis);--bs-list-group-bg:var(--bs-info-bg-subtle);--bs-list-group-border-color:var(--bs-info-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-info-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-info-border-subtle);--bs-list-group-active-color:var(--bs-info-bg-subtle);--bs-list-group-active-bg:var(--bs-info-text-emphasis);--bs-list-group-active-border-color:var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color:var(--bs-warning-text-emphasis);--bs-list-group-bg:var(--bs-warning-bg-subtle);--bs-list-group-border-color:var(--bs-warning-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-warning-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-warning-border-subtle);--bs-list-group-active-color:var(--bs-warning-bg-subtle);--bs-list-group-active-bg:var(--bs-warning-text-emphasis);--bs-list-group-active-border-color:var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color:var(--bs-danger-text-emphasis);--bs-list-group-bg:var(--bs-danger-bg-subtle);--bs-list-group-border-color:var(--bs-danger-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-danger-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-danger-border-subtle);--bs-list-group-active-color:var(--bs-danger-bg-subtle);--bs-list-group-active-bg:var(--bs-danger-text-emphasis);--bs-list-group-active-border-color:var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color:var(--bs-light-text-emphasis);--bs-list-group-bg:var(--bs-light-bg-subtle);--bs-list-group-border-color:var(--bs-light-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-light-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-light-border-subtle);--bs-list-group-active-color:var(--bs-light-bg-subtle);--bs-list-group-active-bg:var(--bs-light-text-emphasis);--bs-list-group-active-border-color:var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color:var(--bs-dark-text-emphasis);--bs-list-group-bg:var(--bs-dark-bg-subtle);--bs-list-group-border-color:var(--bs-dark-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-dark-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-dark-border-subtle);--bs-list-group-active-color:var(--bs-dark-bg-subtle);--bs-list-group-active-bg:var(--bs-dark-text-emphasis);--bs-list-group-active-border-color:var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url(\"data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3E%3Cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3E%3C/svg%3E\");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.25rem rgba(13,110,253,.25);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;--bs-btn-close-white-filter:invert(1) grayscale(100%) brightness(200%);background:transparent var(--bs-btn-close-bg) center/1em auto 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var(--bs-toast-padding-x)}.toast-header .btn-close{margin-left:var(--bs-toast-padding-x);margin-right:calc(var(--bs-toast-padding-x)*-.5)}.toast-body{word-wrap:break-word;padding:var(--bs-toast-padding-x)}.modal{--bs-modal-zindex:1055;--bs-modal-width:500px;--bs-modal-padding:1rem;--bs-modal-margin:0.5rem;--bs-modal-color: ;--bs-modal-bg:var(--bs-body-bg);--bs-modal-border-color:var(--bs-border-color-translucent);--bs-modal-border-width:var(--bs-border-width);--bs-modal-border-radius:var(--bs-border-radius-lg);--bs-modal-box-shadow:var(--bs-box-shadow-sm);--bs-modal-inner-border-radius:calc(var(--bs-border-radius-lg) - var(--bs-border-width));--bs-modal-header-padding-x:1rem;--bs-modal-header-padding-y:1rem;--bs-modal-header-padding:1rem 1rem;--bs-modal-header-border-color:var(--bs-border-color);--bs-modal-header-border-width:var(--bs-border-width);--bs-modal-title-line-height:1.5;--bs-modal-footer-gap:0.5rem;--bs-modal-footer-bg: 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(max-width:1399.98px){.modal-fullscreen-xxl-down{height:100%;margin:0;max-width:none;width:100vw}.modal-fullscreen-xxl-down .modal-content{border:0;border-radius:0;height:100%}.modal-fullscreen-xxl-down .modal-footer,.modal-fullscreen-xxl-down .modal-header{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex:1080;--bs-tooltip-max-width:200px;--bs-tooltip-padding-x:0.5rem;--bs-tooltip-padding-y:0.25rem;--bs-tooltip-margin: 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class=\"imageheader-module--image-header-container--43503\"><img alt=\"\" class=\"img-fluid\" src=\"/images/about_map_2200x350.png\"/></div><div class=\"contentcontainer-module--content-container--cf14f common-module--iab-content-container--cae9b\"><div class=\"alert alert-warning mobile donatebox-module--donate-box--28f36\" role=\"alert\"><p><a class=\"btn btn-primary donatebox-module--btn-donate--058d0\" href=\"/donate/\">Donate!</a>If you support the mission of the project, or rely on the data for your work, please consider making a donation to help make this effort sustainable.</p></div><h1>Get the Data</h1><div class=\"clearfix\"><div class=\"datasidemenu-module--responsive-side-menu--68806\"><h2 class=\"datasidemenu-module--no-space-before--063b4\">Data Resources</h2><ul><li><a href=\"/explore/\">Explore</a> or <a aria-current=\"page\" class=\"\" href=\"/get-the-data/\">Get</a> the data</li><li>Read <a href=\"/data-policies/\">Data Policies</a></li><li>Make a <a href=\"/data-requests/\">Data Request</a></li><li>Read <a href=\"/data-assumptions/\">Data Assumptions</a></li><li>View the <a href=\"https://docs.google.com/spreadsheets/d/1iWCNJcSutYqpULSQHlNyGInUvHg2BoUGoNRIGa6Szc4/edit?usp=sharing\" target=\"_blank\">Data Dictionary</a></li><li>Join the <a href=\"/data-community/\">Data Community</a></li></ul></div><p>Quarterly data for the last year for each region is available for free download on this page.</p><p><strong>NEW! We now have regional archive files for research on entire countries: Australia, Canada, France, Germany, Greece, Italy, The Netherlands, Portugal, Spain, Sweden, the United Kingdom and the United States.</strong></p><p>If you don't see the data you are looking for, or would like to access additional archived data please make a <a href=\"/data-requests/\">data request</a>.</p><p><a href=\"http://creativecommons.org/licenses/by/4.0/\" rel=\"license\"><img alt=\"Creative Commons License\" class=\"cc float-left\" src=\"https://i.creativecommons.org/l/by/4.0/88x31.png\" style=\"border-width:0\"/></a>This data is licensed under a <a href=\"http://creativecommons.org/licenses/by/4.0/\" rel=\"license\">Creative Commons Attribution 4.0 International License</a>.</p></div><h2>Data Downloads</h2><h3>Albany, New York, United States</h3><h4>05 November, 2024<span> (<a href=\"/albany/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped albany\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Albany</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Albany</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Albany</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Albany</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Albany<!-- --> (good for visualisations).</td></tr><tr><td>Albany</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Albany</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Albany</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Albany\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Amsterdam, North Holland, The Netherlands</h3><h4>05 September, 2024<span> (<a href=\"/amsterdam/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped amsterdam\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Amsterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Amsterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Amsterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Amsterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Amsterdam<!-- --> (good for visualisations).</td></tr><tr><td>Amsterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Amsterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Amsterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Amsterdam\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Antwerp, Flemish Region, Belgium</h3><h4>26 September, 2024<span> (<a href=\"/antwerp/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped antwerp\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Antwerp</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Antwerp</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Antwerp</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Antwerp</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Antwerp<!-- --> (good for visualisations).</td></tr><tr><td>Antwerp</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Antwerp</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Antwerp</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Antwerp\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Asheville, North Carolina, United States</h3><h4>17 September, 2024<span> (<a href=\"/asheville/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped asheville\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Asheville</td><td><a href=\"https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Asheville</td><td><a href=\"https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Asheville</td><td><a href=\"https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Asheville</td><td><a href=\"https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Asheville<!-- --> (good for visualisations).</td></tr><tr><td>Asheville</td><td><a href=\"https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Asheville</td><td><a href=\"https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Asheville</td><td><a href=\"https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Asheville\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Athens, Attica, Greece</h3><h4>23 September, 2024<span> (<a href=\"/athens/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped athens\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Athens</td><td><a href=\"https://data.insideairbnb.com/greece/attica/athens/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Athens</td><td><a href=\"https://data.insideairbnb.com/greece/attica/athens/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Athens</td><td><a href=\"https://data.insideairbnb.com/greece/attica/athens/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Athens</td><td><a href=\"https://data.insideairbnb.com/greece/attica/athens/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Athens<!-- --> (good for visualisations).</td></tr><tr><td>Athens</td><td><a href=\"https://data.insideairbnb.com/greece/attica/athens/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Athens</td><td><a href=\"https://data.insideairbnb.com/greece/attica/athens/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Athens</td><td><a href=\"https://data.insideairbnb.com/greece/attica/athens/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Athens\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Austin, Texas, United States</h3><h4>13 September, 2024<span> (<a href=\"/austin/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped austin\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Austin</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Austin</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Austin</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Austin</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Austin<!-- --> (good for visualisations).</td></tr><tr><td>Austin</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Austin</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Austin</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Austin\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Bangkok, Central Thailand, Thailand</h3><h4>25 September, 2024<span> (<a href=\"/bangkok/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped bangkok\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Bangkok</td><td><a href=\"https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Bangkok</td><td><a href=\"https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Bangkok</td><td><a href=\"https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Bangkok</td><td><a href=\"https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Bangkok<!-- --> (good for visualisations).</td></tr><tr><td>Bangkok</td><td><a href=\"https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Bangkok</td><td><a href=\"https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Bangkok</td><td><a href=\"https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Bangkok\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Barcelona, Catalonia, Spain</h3><h4>06 September, 2024<span> (<a href=\"/barcelona/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped barcelona\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Barcelona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Barcelona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Barcelona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Barcelona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Barcelona<!-- --> (good for visualisations).</td></tr><tr><td>Barcelona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Barcelona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Barcelona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Barcelona\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Barossa Valley, South Australia, Australia</h3><h4>25 September, 2024<span> (<a href=\"/barossa-valley/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped barossa-valley\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Barossa Valley</td><td><a href=\"https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Barossa Valley</td><td><a href=\"https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Barossa Valley</td><td><a href=\"https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Barossa Valley</td><td><a href=\"https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Barossa Valley<!-- --> (good for visualisations).</td></tr><tr><td>Barossa Valley</td><td><a href=\"https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Barossa Valley</td><td><a href=\"https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Barossa Valley</td><td><a href=\"https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Barossa Valley\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Barwon South West, Vic, Victoria, Australia</h3><h4>25 September, 2024<span> (<a href=\"/barwon-south-west-vic/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped barwon-south-west-vic\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Barwon South West, Vic</td><td><a href=\"https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Barwon South West, Vic</td><td><a href=\"https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Barwon South West, Vic</td><td><a href=\"https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Barwon South West, Vic</td><td><a href=\"https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Barwon South West, Vic<!-- --> (good for visualisations).</td></tr><tr><td>Barwon South West, Vic</td><td><a href=\"https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Barwon South West, Vic</td><td><a href=\"https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Barwon South West, Vic</td><td><a href=\"https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Barwon South West, Vic\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Beijing, Beijing, China</h3><h4>26 December, 2023<span> (<a href=\"/beijing/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped beijing\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Beijing</td><td><a href=\"https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Beijing</td><td><a href=\"https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Beijing</td><td><a href=\"https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Beijing</td><td><a href=\"https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Beijing<!-- --> (good for visualisations).</td></tr><tr><td>Beijing</td><td><a href=\"https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Beijing</td><td><a href=\"https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Beijing</td><td><a href=\"https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Beijing\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Belize, Belize, Belize</h3><h4>26 September, 2024<span> (<a href=\"/belize/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped belize\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Belize</td><td><a href=\"https://data.insideairbnb.com/belize/bz/belize/2024-09-26/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Belize</td><td><a href=\"https://data.insideairbnb.com/belize/bz/belize/2024-09-26/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Belize</td><td><a href=\"https://data.insideairbnb.com/belize/bz/belize/2024-09-26/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Belize</td><td><a href=\"https://data.insideairbnb.com/belize/bz/belize/2024-09-26/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Belize<!-- --> (good for visualisations).</td></tr><tr><td>Belize</td><td><a href=\"https://data.insideairbnb.com/belize/bz/belize/2024-09-26/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Belize</td><td><a href=\"https://data.insideairbnb.com/belize/bz/belize/2024-09-26/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Belize</td><td><a href=\"https://data.insideairbnb.com/belize/bz/belize/2024-09-26/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Belize\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Bergamo, Lombardia, Italy</h3><h4>29 September, 2024<span> (<a href=\"/bergamo/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped bergamo\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Bergamo</td><td><a href=\"https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Bergamo</td><td><a href=\"https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Bergamo</td><td><a href=\"https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Bergamo</td><td><a href=\"https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Bergamo<!-- --> (good for visualisations).</td></tr><tr><td>Bergamo</td><td><a href=\"https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Bergamo</td><td><a href=\"https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Bergamo</td><td><a href=\"https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Bergamo\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Berlin, Berlin, Germany</h3><h4>18 September, 2024<span> (<a href=\"/berlin/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped berlin\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Berlin</td><td><a href=\"https://data.insideairbnb.com/germany/be/berlin/2024-09-18/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Berlin</td><td><a href=\"https://data.insideairbnb.com/germany/be/berlin/2024-09-18/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Berlin</td><td><a href=\"https://data.insideairbnb.com/germany/be/berlin/2024-09-18/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Berlin</td><td><a href=\"https://data.insideairbnb.com/germany/be/berlin/2024-09-18/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Berlin<!-- --> (good for visualisations).</td></tr><tr><td>Berlin</td><td><a href=\"https://data.insideairbnb.com/germany/be/berlin/2024-09-18/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Berlin</td><td><a href=\"https://data.insideairbnb.com/germany/be/berlin/2024-09-18/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Berlin</td><td><a href=\"https://data.insideairbnb.com/germany/be/berlin/2024-09-18/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Berlin\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Bologna, Emilia-Romagna, Italy</h3><h4>17 September, 2024<span> (<a href=\"/bologna/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped bologna\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Bologna</td><td><a href=\"https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Bologna</td><td><a href=\"https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Bologna</td><td><a href=\"https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Bologna</td><td><a href=\"https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Bologna<!-- --> (good for visualisations).</td></tr><tr><td>Bologna</td><td><a href=\"https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Bologna</td><td><a href=\"https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Bologna</td><td><a href=\"https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Bologna\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Bordeaux, Nouvelle-Aquitaine, France</h3><h4>13 September, 2024<span> (<a href=\"/bordeaux/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped bordeaux\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Bordeaux</td><td><a href=\"https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Bordeaux</td><td><a href=\"https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Bordeaux</td><td><a href=\"https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Bordeaux</td><td><a href=\"https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Bordeaux<!-- --> (good for visualisations).</td></tr><tr><td>Bordeaux</td><td><a href=\"https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Bordeaux</td><td><a href=\"https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Bordeaux</td><td><a href=\"https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Bordeaux\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Boston, Massachusetts, United States</h3><h4>18 September, 2024<span> (<a href=\"/boston/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped boston\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Boston</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Boston</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Boston</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Boston</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Boston<!-- --> (good for visualisations).</td></tr><tr><td>Boston</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Boston</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Boston</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Boston\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Bozeman, Montana, United States</h3><h4>09 November, 2024<span> (<a href=\"/bozeman/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped bozeman\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Bozeman</td><td><a href=\"https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Bozeman</td><td><a href=\"https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Bozeman</td><td><a href=\"https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Bozeman</td><td><a href=\"https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Bozeman<!-- --> (good for visualisations).</td></tr><tr><td>Bozeman</td><td><a href=\"https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Bozeman</td><td><a href=\"https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Bozeman</td><td><a href=\"https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Bozeman\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Brisbane, Queensland, Australia</h3><h4>07 November, 2024<span> (<a href=\"/brisbane/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped brisbane\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Brisbane</td><td><a href=\"https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Brisbane</td><td><a href=\"https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Brisbane</td><td><a href=\"https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Brisbane</td><td><a href=\"https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Brisbane<!-- --> (good for visualisations).</td></tr><tr><td>Brisbane</td><td><a href=\"https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Brisbane</td><td><a href=\"https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Brisbane</td><td><a href=\"https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Brisbane\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Bristol, England, United Kingdom</h3><h4>23 September, 2024<span> (<a href=\"/bristol/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped bristol\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Bristol</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Bristol</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Bristol</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Bristol</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Bristol<!-- --> (good for visualisations).</td></tr><tr><td>Bristol</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Bristol</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Bristol</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Bristol\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Broward County, Florida, United States</h3><h4>23 September, 2024<span> (<a href=\"/broward-county/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped broward-county\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Broward County</td><td><a href=\"https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Broward County</td><td><a href=\"https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Broward County</td><td><a href=\"https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Broward County</td><td><a href=\"https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Broward County<!-- --> (good for visualisations).</td></tr><tr><td>Broward County</td><td><a href=\"https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Broward County</td><td><a href=\"https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Broward County</td><td><a href=\"https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Broward County\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Brussels, Brussels, Belgium</h3><h4>20 September, 2024<span> (<a href=\"/brussels/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped brussels\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Brussels</td><td><a href=\"https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Brussels</td><td><a href=\"https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Brussels</td><td><a href=\"https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Brussels</td><td><a href=\"https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Brussels<!-- --> (good for visualisations).</td></tr><tr><td>Brussels</td><td><a href=\"https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Brussels</td><td><a href=\"https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Brussels</td><td><a href=\"https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Brussels\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Buenos Aires, Ciudad AutÃ³noma de Buenos Aires, Argentina</h3><h4>29 November, 2024<span> (<a href=\"/buenos-aires/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped buenos-aires\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Buenos Aires</td><td><a href=\"https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Buenos Aires</td><td><a href=\"https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Buenos Aires</td><td><a href=\"https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Buenos Aires</td><td><a href=\"https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Buenos Aires<!-- --> (good for visualisations).</td></tr><tr><td>Buenos Aires</td><td><a href=\"https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Buenos Aires</td><td><a href=\"https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Buenos Aires</td><td><a href=\"https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Buenos Aires\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Cambridge, Massachusetts, United States</h3><h4>25 September, 2024<span> (<a href=\"/cambridge/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped cambridge\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Cambridge</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Cambridge</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Cambridge</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Cambridge</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Cambridge<!-- --> (good for visualisations).</td></tr><tr><td>Cambridge</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Cambridge</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Cambridge</td><td><a href=\"https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Cambridge\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Cape Town, Western Cape, South Africa</h3><h4>25 September, 2024<span> (<a href=\"/cape-town/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped cape-town\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Cape Town</td><td><a href=\"https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Cape Town</td><td><a href=\"https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Cape Town</td><td><a href=\"https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Cape Town</td><td><a href=\"https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Cape Town<!-- --> (good for visualisations).</td></tr><tr><td>Cape Town</td><td><a href=\"https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Cape Town</td><td><a href=\"https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Cape Town</td><td><a href=\"https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Cape Town\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Chicago, Illinois, United States</h3><h4>17 September, 2024<span> (<a href=\"/chicago/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped chicago\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Chicago</td><td><a href=\"https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Chicago</td><td><a href=\"https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Chicago</td><td><a href=\"https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Chicago</td><td><a href=\"https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Chicago<!-- --> (good for visualisations).</td></tr><tr><td>Chicago</td><td><a href=\"https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Chicago</td><td><a href=\"https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Chicago</td><td><a href=\"https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Chicago\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Clark County, NV, Nevada, United States</h3><h4>18 September, 2024<span> (<a href=\"/clark-county-nv/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped clark-county-nv\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Clark County, NV</td><td><a href=\"https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Clark County, NV</td><td><a href=\"https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Clark County, NV</td><td><a href=\"https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Clark County, NV</td><td><a href=\"https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Clark County, NV<!-- --> (good for visualisations).</td></tr><tr><td>Clark County, NV</td><td><a href=\"https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Clark County, NV</td><td><a href=\"https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Clark County, NV</td><td><a href=\"https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Clark County, NV\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Columbus, Ohio, United States</h3><h4>23 September, 2024<span> (<a href=\"/columbus/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped columbus\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Columbus</td><td><a href=\"https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Columbus</td><td><a href=\"https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Columbus</td><td><a href=\"https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Columbus</td><td><a href=\"https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Columbus<!-- --> (good for visualisations).</td></tr><tr><td>Columbus</td><td><a href=\"https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Columbus</td><td><a href=\"https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Columbus</td><td><a href=\"https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Columbus\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Copenhagen, Hovedstaden, Denmark</h3><h4>28 September, 2024<span> (<a href=\"/copenhagen/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped copenhagen\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Copenhagen</td><td><a href=\"https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Copenhagen</td><td><a href=\"https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Copenhagen</td><td><a href=\"https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Copenhagen</td><td><a href=\"https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Copenhagen<!-- --> (good for visualisations).</td></tr><tr><td>Copenhagen</td><td><a href=\"https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Copenhagen</td><td><a href=\"https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Copenhagen</td><td><a href=\"https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Copenhagen\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Crete, Crete, Greece</h3><h4>26 September, 2024<span> (<a href=\"/crete/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped crete\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Crete</td><td><a href=\"https://data.insideairbnb.com/greece/crete/crete/2024-09-26/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Crete</td><td><a href=\"https://data.insideairbnb.com/greece/crete/crete/2024-09-26/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Crete</td><td><a href=\"https://data.insideairbnb.com/greece/crete/crete/2024-09-26/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Crete</td><td><a href=\"https://data.insideairbnb.com/greece/crete/crete/2024-09-26/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Crete<!-- --> (good for visualisations).</td></tr><tr><td>Crete</td><td><a href=\"https://data.insideairbnb.com/greece/crete/crete/2024-09-26/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Crete</td><td><a href=\"https://data.insideairbnb.com/greece/crete/crete/2024-09-26/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Crete</td><td><a href=\"https://data.insideairbnb.com/greece/crete/crete/2024-09-26/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Crete\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Dallas, Texas, United States</h3><h4>18 November, 2024<span> (<a href=\"/dallas/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped dallas\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Dallas</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Dallas</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Dallas</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Dallas</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Dallas<!-- --> (good for visualisations).</td></tr><tr><td>Dallas</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Dallas</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Dallas</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Dallas\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Denver, Colorado, United States</h3><h4>28 September, 2024<span> (<a href=\"/denver/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped denver\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Denver</td><td><a href=\"https://data.insideairbnb.com/united-states/co/denver/2024-09-28/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Denver</td><td><a href=\"https://data.insideairbnb.com/united-states/co/denver/2024-09-28/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Denver</td><td><a href=\"https://data.insideairbnb.com/united-states/co/denver/2024-09-28/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Denver</td><td><a href=\"https://data.insideairbnb.com/united-states/co/denver/2024-09-28/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Denver<!-- --> (good for visualisations).</td></tr><tr><td>Denver</td><td><a href=\"https://data.insideairbnb.com/united-states/co/denver/2024-09-28/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Denver</td><td><a href=\"https://data.insideairbnb.com/united-states/co/denver/2024-09-28/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Denver</td><td><a href=\"https://data.insideairbnb.com/united-states/co/denver/2024-09-28/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Denver\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Dublin, Leinster, Ireland</h3><h4>11 September, 2024<span> (<a href=\"/dublin/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped dublin\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Dublin</td><td><a href=\"https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Dublin</td><td><a href=\"https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Dublin</td><td><a href=\"https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Dublin</td><td><a href=\"https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Dublin<!-- --> (good for visualisations).</td></tr><tr><td>Dublin</td><td><a href=\"https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Dublin</td><td><a href=\"https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Dublin</td><td><a href=\"https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Dublin\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Edinburgh, Scotland, United Kingdom</h3><h4>13 September, 2024<span> (<a href=\"/edinburgh/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped edinburgh\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Edinburgh</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Edinburgh</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Edinburgh</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Edinburgh</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Edinburgh<!-- --> (good for visualisations).</td></tr><tr><td>Edinburgh</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Edinburgh</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Edinburgh</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Edinburgh\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Euskadi, Euskadi, Spain</h3><h4>29 September, 2024<span> (<a href=\"/euskadi/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped euskadi\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Euskadi</td><td><a href=\"https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Euskadi</td><td><a href=\"https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Euskadi</td><td><a href=\"https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Euskadi</td><td><a href=\"https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Euskadi<!-- --> (good for visualisations).</td></tr><tr><td>Euskadi</td><td><a href=\"https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Euskadi</td><td><a href=\"https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Euskadi</td><td><a href=\"https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Euskadi\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Florence, Toscana, Italy</h3><h4>17 September, 2024<span> (<a href=\"/florence/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped florence\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Florence</td><td><a href=\"https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Florence</td><td><a href=\"https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Florence</td><td><a href=\"https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Florence</td><td><a href=\"https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Florence<!-- --> (good for visualisations).</td></tr><tr><td>Florence</td><td><a href=\"https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Florence</td><td><a href=\"https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Florence</td><td><a href=\"https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Florence\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Fort Worth, Texas, United States</h3><h4>11 September, 2024<span> (<a href=\"/fort-worth/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped fort-worth\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Fort Worth</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Fort Worth</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Fort Worth</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Fort Worth</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Fort Worth<!-- --> (good for visualisations).</td></tr><tr><td>Fort Worth</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Fort Worth</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Fort Worth</td><td><a href=\"https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Fort Worth\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Geneva, Geneva, Switzerland</h3><h4>26 September, 2024<span> (<a href=\"/geneva/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped geneva\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Geneva</td><td><a href=\"https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Geneva</td><td><a href=\"https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Geneva</td><td><a href=\"https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Geneva</td><td><a href=\"https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Geneva<!-- --> (good for visualisations).</td></tr><tr><td>Geneva</td><td><a href=\"https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Geneva</td><td><a href=\"https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Geneva</td><td><a href=\"https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Geneva\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Ghent, Flemish Region, Belgium</h3><h4>23 September, 2024<span> (<a href=\"/ghent/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped ghent\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Ghent</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Ghent</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Ghent</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Ghent</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Ghent<!-- --> (good for visualisations).</td></tr><tr><td>Ghent</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Ghent</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Ghent</td><td><a href=\"https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Ghent\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Girona, Catalonia, Spain</h3><h4>29 September, 2024<span> (<a href=\"/girona/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped girona\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Girona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Girona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Girona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Girona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Girona<!-- --> (good for visualisations).</td></tr><tr><td>Girona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Girona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Girona</td><td><a href=\"https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Girona\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Greater Manchester, England, United Kingdom</h3><h4>23 September, 2024<span> (<a href=\"/greater-manchester/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped greater-manchester\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Greater Manchester</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Greater Manchester</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Greater Manchester</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Greater Manchester</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Greater Manchester<!-- --> (good for visualisations).</td></tr><tr><td>Greater Manchester</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Greater Manchester</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Greater Manchester</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Greater Manchester\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Hawaii, Hawaii, United States</h3><h4>13 September, 2024<span> (<a href=\"/hawaii/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped hawaii\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Hawaii</td><td><a href=\"https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Hawaii</td><td><a href=\"https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Hawaii</td><td><a href=\"https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Hawaii</td><td><a href=\"https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Hawaii<!-- --> (good for visualisations).</td></tr><tr><td>Hawaii</td><td><a href=\"https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Hawaii</td><td><a href=\"https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Hawaii</td><td><a href=\"https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Hawaii\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Hong Kong, Hong Kong, China</h3><h4>20 September, 2024<span> (<a href=\"/hong-kong/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped hong-kong\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Hong Kong</td><td><a href=\"https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Hong Kong</td><td><a href=\"https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Hong Kong</td><td><a href=\"https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Hong Kong</td><td><a href=\"https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Hong Kong<!-- --> (good for visualisations).</td></tr><tr><td>Hong Kong</td><td><a href=\"https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Hong Kong</td><td><a href=\"https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Hong Kong</td><td><a href=\"https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Hong Kong\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Istanbul, Marmara, Turkey</h3><h4>28 September, 2024<span> (<a href=\"/istanbul/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped istanbul\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Istanbul</td><td><a href=\"https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Istanbul</td><td><a href=\"https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Istanbul</td><td><a href=\"https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Istanbul</td><td><a href=\"https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Istanbul<!-- --> (good for visualisations).</td></tr><tr><td>Istanbul</td><td><a href=\"https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Istanbul</td><td><a href=\"https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Istanbul</td><td><a href=\"https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Istanbul\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Jersey City, New Jersey, United States</h3><h4>21 September, 2024<span> (<a href=\"/jersey-city/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped jersey-city\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Jersey City</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Jersey City</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Jersey City</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Jersey City</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Jersey City<!-- --> (good for visualisations).</td></tr><tr><td>Jersey City</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Jersey City</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Jersey City</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Jersey City\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Lisbon, Lisbon, Portugal</h3><h4>14 September, 2024<span> (<a href=\"/lisbon/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped lisbon\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Lisbon</td><td><a href=\"https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Lisbon</td><td><a href=\"https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Lisbon</td><td><a href=\"https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Lisbon</td><td><a href=\"https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Lisbon<!-- --> (good for visualisations).</td></tr><tr><td>Lisbon</td><td><a href=\"https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Lisbon</td><td><a href=\"https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Lisbon</td><td><a href=\"https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Lisbon\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>London, England, United Kingdom</h3><h4>06 September, 2024<span> (<a href=\"/london/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped london\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>London</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>London</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>London</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>London</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->London<!-- --> (good for visualisations).</td></tr><tr><td>London</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>London</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>London</td><td><a href=\"https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"London\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Los Angeles, California, United States</h3><h4>04 September, 2024<span> (<a href=\"/los-angeles/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped los-angeles\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Los Angeles</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Los Angeles</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Los Angeles</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Los Angeles</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Los Angeles<!-- --> (good for visualisations).</td></tr><tr><td>Los Angeles</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Los Angeles</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Los Angeles</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Los Angeles\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Lyon, Auvergne-Rhone-Alpes, France</h3><h4>13 September, 2024<span> (<a href=\"/lyon/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped lyon\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Lyon</td><td><a href=\"https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Lyon</td><td><a href=\"https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Lyon</td><td><a href=\"https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Lyon</td><td><a href=\"https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Lyon<!-- --> (good for visualisations).</td></tr><tr><td>Lyon</td><td><a href=\"https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Lyon</td><td><a href=\"https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Lyon</td><td><a href=\"https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Lyon\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Madrid, Comunidad de Madrid, Spain</h3><h4>11 September, 2024<span> (<a href=\"/madrid/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped madrid\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Madrid</td><td><a href=\"https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Madrid</td><td><a href=\"https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Madrid</td><td><a href=\"https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Madrid</td><td><a href=\"https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Madrid<!-- --> (good for visualisations).</td></tr><tr><td>Madrid</td><td><a href=\"https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Madrid</td><td><a href=\"https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Madrid</td><td><a href=\"https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Madrid\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Malaga, AndalucÃ­a, Spain</h3><h4>30 September, 2024<span> (<a href=\"/malaga/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped malaga\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Malaga</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/malaga/2024-09-30/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Malaga</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/malaga/2024-09-30/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Malaga</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/malaga/2024-09-30/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Malaga</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/malaga/2024-09-30/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Malaga<!-- --> (good for visualisations).</td></tr><tr><td>Malaga</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/malaga/2024-09-30/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Malaga</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/malaga/2024-09-30/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Malaga</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/malaga/2024-09-30/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Malaga\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Mallorca, Islas Baleares, Spain</h3><h4>13 September, 2024<span> (<a href=\"/mallorca/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped mallorca\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Mallorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Mallorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Mallorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Mallorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Mallorca<!-- --> (good for visualisations).</td></tr><tr><td>Mallorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Mallorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Mallorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Mallorca\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Melbourne, Victoria, Australia</h3><h4>05 September, 2024<span> (<a href=\"/melbourne/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped melbourne\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Melbourne</td><td><a href=\"https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Melbourne</td><td><a href=\"https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Melbourne</td><td><a href=\"https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Melbourne</td><td><a href=\"https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Melbourne<!-- --> (good for visualisations).</td></tr><tr><td>Melbourne</td><td><a href=\"https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Melbourne</td><td><a href=\"https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Melbourne</td><td><a href=\"https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Melbourne\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Menorca, Islas Baleares, Spain</h3><h4>29 September, 2024<span> (<a href=\"/menorca/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped menorca\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Menorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Menorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Menorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Menorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Menorca<!-- --> (good for visualisations).</td></tr><tr><td>Menorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Menorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Menorca</td><td><a href=\"https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Menorca\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Mexico City, Distrito Federal, Mexico</h3><h4>25 September, 2024<span> (<a href=\"/mexico-city/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped mexico-city\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Mexico City</td><td><a href=\"https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Mexico City</td><td><a href=\"https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Mexico City</td><td><a href=\"https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Mexico City</td><td><a href=\"https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Mexico City<!-- --> (good for visualisations).</td></tr><tr><td>Mexico City</td><td><a href=\"https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Mexico City</td><td><a href=\"https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Mexico City</td><td><a href=\"https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Mexico City\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Mid North Coast, New South Wales, Australia</h3><h4>10 November, 2024<span> (<a href=\"/mid-north-coast/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped mid-north-coast\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Mid North Coast</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Mid North Coast</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Mid North Coast</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Mid North Coast</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Mid North Coast<!-- --> (good for visualisations).</td></tr><tr><td>Mid North Coast</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Mid North Coast</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Mid North Coast</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Mid North Coast\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Milan, Lombardy, Italy</h3><h4>17 September, 2024<span> (<a href=\"/milan/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped milan\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Milan</td><td><a href=\"https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Milan</td><td><a href=\"https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Milan</td><td><a href=\"https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Milan</td><td><a href=\"https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Milan<!-- --> (good for visualisations).</td></tr><tr><td>Milan</td><td><a href=\"https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Milan</td><td><a href=\"https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Milan</td><td><a href=\"https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Milan\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Montreal, Quebec, Canada</h3><h4>13 September, 2024<span> (<a href=\"/montreal/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped montreal\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Montreal</td><td><a href=\"https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Montreal</td><td><a href=\"https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Montreal</td><td><a href=\"https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Montreal</td><td><a href=\"https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Montreal<!-- --> (good for visualisations).</td></tr><tr><td>Montreal</td><td><a href=\"https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Montreal</td><td><a href=\"https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Montreal</td><td><a href=\"https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Montreal\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Mornington Peninsula, Victoria, Australia</h3><h4>13 September, 2024<span> (<a href=\"/mornington-peninsula/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped mornington-peninsula\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Mornington Peninsula</td><td><a href=\"https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Mornington Peninsula</td><td><a href=\"https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Mornington Peninsula</td><td><a href=\"https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Mornington Peninsula</td><td><a href=\"https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Mornington Peninsula<!-- --> (good for visualisations).</td></tr><tr><td>Mornington Peninsula</td><td><a href=\"https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Mornington Peninsula</td><td><a href=\"https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Mornington Peninsula</td><td><a href=\"https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Mornington Peninsula\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Munich, Bavaria, Germany</h3><h4>25 September, 2024<span> (<a href=\"/munich/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped munich\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Munich</td><td><a href=\"https://data.insideairbnb.com/germany/bv/munich/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Munich</td><td><a href=\"https://data.insideairbnb.com/germany/bv/munich/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Munich</td><td><a href=\"https://data.insideairbnb.com/germany/bv/munich/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Munich</td><td><a href=\"https://data.insideairbnb.com/germany/bv/munich/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Munich<!-- --> (good for visualisations).</td></tr><tr><td>Munich</td><td><a href=\"https://data.insideairbnb.com/germany/bv/munich/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Munich</td><td><a href=\"https://data.insideairbnb.com/germany/bv/munich/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Munich</td><td><a href=\"https://data.insideairbnb.com/germany/bv/munich/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Munich\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Naples, Campania, Italy</h3><h4>17 September, 2024<span> (<a href=\"/naples/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped naples\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Naples</td><td><a href=\"https://data.insideairbnb.com/italy/campania/naples/2024-09-17/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Naples</td><td><a href=\"https://data.insideairbnb.com/italy/campania/naples/2024-09-17/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Naples</td><td><a href=\"https://data.insideairbnb.com/italy/campania/naples/2024-09-17/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Naples</td><td><a href=\"https://data.insideairbnb.com/italy/campania/naples/2024-09-17/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Naples<!-- --> (good for visualisations).</td></tr><tr><td>Naples</td><td><a href=\"https://data.insideairbnb.com/italy/campania/naples/2024-09-17/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Naples</td><td><a href=\"https://data.insideairbnb.com/italy/campania/naples/2024-09-17/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Naples</td><td><a href=\"https://data.insideairbnb.com/italy/campania/naples/2024-09-17/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Naples\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Nashville, Tennessee, United States</h3><h4>18 September, 2024<span> (<a href=\"/nashville/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped nashville\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Nashville</td><td><a href=\"https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Nashville</td><td><a href=\"https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Nashville</td><td><a href=\"https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Nashville</td><td><a href=\"https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Nashville<!-- --> (good for visualisations).</td></tr><tr><td>Nashville</td><td><a href=\"https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Nashville</td><td><a href=\"https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Nashville</td><td><a href=\"https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Nashville\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>New Brunswick, New Brunswick, Canada</h3><h4>27 September, 2024<span> (<a href=\"/new-brunswick/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped new-brunswick\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>New Brunswick</td><td><a href=\"https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>New Brunswick</td><td><a href=\"https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>New Brunswick</td><td><a href=\"https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>New Brunswick</td><td><a href=\"https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->New Brunswick<!-- --> (good for visualisations).</td></tr><tr><td>New Brunswick</td><td><a href=\"https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>New Brunswick</td><td><a href=\"https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>New Brunswick</td><td><a href=\"https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"New Brunswick\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>New Orleans, Louisiana, United States</h3><h4>05 September, 2024<span> (<a href=\"/new-orleans/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped new-orleans\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>New Orleans</td><td><a href=\"https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>New Orleans</td><td><a href=\"https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>New Orleans</td><td><a href=\"https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>New Orleans</td><td><a href=\"https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->New Orleans<!-- --> (good for visualisations).</td></tr><tr><td>New Orleans</td><td><a href=\"https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>New Orleans</td><td><a href=\"https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>New Orleans</td><td><a href=\"https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"New Orleans\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>New York City, New York, United States</h3><h4>04 November, 2024<span> (<a href=\"/new-york-city/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped new-york-city\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>New York City</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>New York City</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>New York City</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>New York City</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->New York City<!-- --> (good for visualisations).</td></tr><tr><td>New York City</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>New York City</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>New York City</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"New York City\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Newark, New Jersey, United States</h3><h4>29 September, 2024<span> (<a href=\"/newark/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped newark\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Newark</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Newark</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Newark</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Newark</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Newark<!-- --> (good for visualisations).</td></tr><tr><td>Newark</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Newark</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Newark</td><td><a href=\"https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Newark\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Northern Rivers, New South Wales, Australia</h3><h4>15 September, 2024<span> (<a href=\"/northern-rivers/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped northern-rivers\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Northern Rivers</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Northern Rivers</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Northern Rivers</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Northern Rivers</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Northern Rivers<!-- --> (good for visualisations).</td></tr><tr><td>Northern Rivers</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Northern Rivers</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Northern Rivers</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Northern Rivers\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Oakland, California, United States</h3><h4>21 September, 2024<span> (<a href=\"/oakland/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped oakland\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Oakland</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Oakland</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Oakland</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Oakland</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Oakland<!-- --> (good for visualisations).</td></tr><tr><td>Oakland</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Oakland</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Oakland</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Oakland\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Oslo, Oslo, Norway</h3><h4>28 September, 2024<span> (<a href=\"/oslo/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped oslo\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Oslo</td><td><a href=\"https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Oslo</td><td><a href=\"https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Oslo</td><td><a href=\"https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Oslo</td><td><a href=\"https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Oslo<!-- --> (good for visualisations).</td></tr><tr><td>Oslo</td><td><a href=\"https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Oslo</td><td><a href=\"https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Oslo</td><td><a href=\"https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Oslo\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Ottawa, Ontario, Canada</h3><h4>15 September, 2024<span> (<a href=\"/ottawa/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped ottawa\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Ottawa</td><td><a href=\"https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Ottawa</td><td><a href=\"https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Ottawa</td><td><a href=\"https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Ottawa</td><td><a href=\"https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Ottawa<!-- --> (good for visualisations).</td></tr><tr><td>Ottawa</td><td><a href=\"https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Ottawa</td><td><a href=\"https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Ottawa</td><td><a href=\"https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Ottawa\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Pacific Grove, California, United States</h3><h4>30 September, 2024<span> (<a href=\"/pacific-grove/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped pacific-grove\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Pacific Grove</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Pacific Grove</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Pacific Grove</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Pacific Grove</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Pacific Grove<!-- --> (good for visualisations).</td></tr><tr><td>Pacific Grove</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Pacific Grove</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Pacific Grove</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Pacific Grove\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Paris, Ãle-de-France, France</h3><h4>06 September, 2024<span> (<a href=\"/paris/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped paris\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Paris</td><td><a href=\"https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Paris</td><td><a href=\"https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Paris</td><td><a href=\"https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Paris</td><td><a href=\"https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Paris<!-- --> (good for visualisations).</td></tr><tr><td>Paris</td><td><a href=\"https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Paris</td><td><a href=\"https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Paris</td><td><a href=\"https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Paris\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Pays Basque, PyrÃ©nÃ©es-Atlantiques, France</h3><h4>15 September, 2024<span> (<a href=\"/pays-basque/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped pays-basque\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Pays Basque</td><td><a href=\"https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Pays Basque</td><td><a href=\"https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Pays Basque</td><td><a href=\"https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Pays Basque</td><td><a href=\"https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Pays Basque<!-- --> (good for visualisations).</td></tr><tr><td>Pays Basque</td><td><a href=\"https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Pays Basque</td><td><a href=\"https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Pays Basque</td><td><a href=\"https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Pays Basque\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Portland, Oregon, United States</h3><h4>04 September, 2024<span> (<a href=\"/portland/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped portland\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Portland</td><td><a href=\"https://data.insideairbnb.com/united-states/or/portland/2024-09-04/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Portland</td><td><a href=\"https://data.insideairbnb.com/united-states/or/portland/2024-09-04/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Portland</td><td><a href=\"https://data.insideairbnb.com/united-states/or/portland/2024-09-04/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Portland</td><td><a href=\"https://data.insideairbnb.com/united-states/or/portland/2024-09-04/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Portland<!-- --> (good for visualisations).</td></tr><tr><td>Portland</td><td><a href=\"https://data.insideairbnb.com/united-states/or/portland/2024-09-04/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Portland</td><td><a href=\"https://data.insideairbnb.com/united-states/or/portland/2024-09-04/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Portland</td><td><a href=\"https://data.insideairbnb.com/united-states/or/portland/2024-09-04/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Portland\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Porto, Norte, Portugal</h3><h4>14 September, 2024<span> (<a href=\"/porto/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped porto\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Porto</td><td><a href=\"https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Porto</td><td><a href=\"https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Porto</td><td><a href=\"https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Porto</td><td><a href=\"https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Porto<!-- --> (good for visualisations).</td></tr><tr><td>Porto</td><td><a href=\"https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Porto</td><td><a href=\"https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Porto</td><td><a href=\"https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Porto\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Prague, Prague, Czech Republic</h3><h4>20 September, 2024<span> (<a href=\"/prague/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped prague\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Prague</td><td><a href=\"https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Prague</td><td><a href=\"https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Prague</td><td><a href=\"https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Prague</td><td><a href=\"https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Prague<!-- --> (good for visualisations).</td></tr><tr><td>Prague</td><td><a href=\"https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Prague</td><td><a href=\"https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Prague</td><td><a href=\"https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Prague\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Puglia, Puglia, Italy</h3><h4>29 September, 2024<span> (<a href=\"/puglia/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped puglia\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Puglia</td><td><a href=\"https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Puglia</td><td><a href=\"https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Puglia</td><td><a href=\"https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Puglia</td><td><a href=\"https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Puglia<!-- --> (good for visualisations).</td></tr><tr><td>Puglia</td><td><a href=\"https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Puglia</td><td><a href=\"https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Puglia</td><td><a href=\"https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Puglia\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Quebec City, Quebec, Canada</h3><h4>09 November, 2024<span> (<a href=\"/quebec-city/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped quebec-city\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Quebec City</td><td><a href=\"https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Quebec City</td><td><a href=\"https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Quebec City</td><td><a href=\"https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Quebec City</td><td><a href=\"https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Quebec City<!-- --> (good for visualisations).</td></tr><tr><td>Quebec City</td><td><a href=\"https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Quebec City</td><td><a href=\"https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Quebec City</td><td><a href=\"https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Quebec City\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Rhode Island, Rhode Island, United States</h3><h4>29 September, 2024<span> (<a href=\"/rhode-island/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped rhode-island\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Rhode Island</td><td><a href=\"https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Rhode Island</td><td><a href=\"https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Rhode Island</td><td><a href=\"https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Rhode Island</td><td><a href=\"https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Rhode Island<!-- --> (good for visualisations).</td></tr><tr><td>Rhode Island</td><td><a href=\"https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Rhode Island</td><td><a href=\"https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Rhode Island</td><td><a href=\"https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Rhode Island\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Riga, Riga, Latvia</h3><h4>28 September, 2024<span> (<a href=\"/riga/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped riga\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Riga</td><td><a href=\"https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Riga</td><td><a href=\"https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Riga</td><td><a href=\"https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Riga</td><td><a href=\"https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Riga<!-- --> (good for visualisations).</td></tr><tr><td>Riga</td><td><a href=\"https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Riga</td><td><a href=\"https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Riga</td><td><a href=\"https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Riga\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Rio de Janeiro, Rio de Janeiro, Brazil</h3><h4>25 September, 2024<span> (<a href=\"/rio-de-janeiro/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped rio-de-janeiro\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Rio de Janeiro</td><td><a href=\"https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Rio de Janeiro</td><td><a href=\"https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Rio de Janeiro</td><td><a href=\"https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Rio de Janeiro</td><td><a href=\"https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Rio de Janeiro<!-- --> (good for visualisations).</td></tr><tr><td>Rio de Janeiro</td><td><a href=\"https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Rio de Janeiro</td><td><a href=\"https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Rio de Janeiro</td><td><a href=\"https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Rio de Janeiro\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Rochester, New York, United States</h3><h4>25 November, 2024<span> (<a href=\"/rochester/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped rochester\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Rochester</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Rochester</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Rochester</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Rochester</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Rochester<!-- --> (good for visualisations).</td></tr><tr><td>Rochester</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Rochester</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Rochester</td><td><a href=\"https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Rochester\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Rome, Lazio, Italy</h3><h4>11 September, 2024<span> (<a href=\"/rome/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped rome\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Rome</td><td><a href=\"https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Rome</td><td><a href=\"https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Rome</td><td><a href=\"https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Rome</td><td><a href=\"https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Rome<!-- --> (good for visualisations).</td></tr><tr><td>Rome</td><td><a href=\"https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Rome</td><td><a href=\"https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Rome</td><td><a href=\"https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Rome\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Rotterdam, South Holland, The Netherlands</h3><h4>21 September, 2024<span> (<a href=\"/rotterdam/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped rotterdam\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Rotterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Rotterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Rotterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Rotterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Rotterdam<!-- --> (good for visualisations).</td></tr><tr><td>Rotterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Rotterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Rotterdam</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Rotterdam\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Salem, OR, Oregon, United States</h3><h4>21 September, 2024<span> (<a href=\"/salem-or/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped salem-or\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Salem, OR</td><td><a href=\"https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Salem, OR</td><td><a href=\"https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Salem, OR</td><td><a href=\"https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Salem, OR</td><td><a href=\"https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Salem, OR<!-- --> (good for visualisations).</td></tr><tr><td>Salem, OR</td><td><a href=\"https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Salem, OR</td><td><a href=\"https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Salem, OR</td><td><a href=\"https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Salem, OR\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>San Diego, California, United States</h3><h4>21 September, 2024<span> (<a href=\"/san-diego/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped san-diego\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>San Diego</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>San Diego</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>San Diego</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>San Diego</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->San Diego<!-- --> (good for visualisations).</td></tr><tr><td>San Diego</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>San Diego</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>San Diego</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"San Diego\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>San Francisco, California, United States</h3><h4>04 September, 2024<span> (<a href=\"/san-francisco/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped san-francisco\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>San Francisco</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>San Francisco</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>San Francisco</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>San Francisco</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->San Francisco<!-- --> (good for visualisations).</td></tr><tr><td>San Francisco</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>San Francisco</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>San Francisco</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"San Francisco\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>San Mateo County, California, United States</h3><h4>21 September, 2024<span> (<a href=\"/san-mateo-county/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped san-mateo-county\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>San Mateo County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>San Mateo County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>San Mateo County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>San Mateo County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->San Mateo County<!-- --> (good for visualisations).</td></tr><tr><td>San Mateo County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>San Mateo County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>San Mateo County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"San Mateo County\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Santa Clara County, California, United States</h3><h4>21 September, 2024<span> (<a href=\"/santa-clara-county/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped santa-clara-county\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Santa Clara County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Santa Clara County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Santa Clara County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Santa Clara County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Santa Clara County<!-- --> (good for visualisations).</td></tr><tr><td>Santa Clara County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Santa Clara County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Santa Clara County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Santa Clara County\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Santa Cruz County, California, United States</h3><h4>29 September, 2024<span> (<a href=\"/santa-cruz-county/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped santa-cruz-county\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Santa Cruz County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Santa Cruz County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Santa Cruz County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Santa Cruz County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Santa Cruz County<!-- --> (good for visualisations).</td></tr><tr><td>Santa Cruz County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Santa Cruz County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Santa Cruz County</td><td><a href=\"https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Santa Cruz County\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Santiago, RegiÃ³n Metropolitana de Santiago, Chile</h3><h4>25 September, 2024<span> (<a href=\"/santiago/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped santiago\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Santiago</td><td><a href=\"https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Santiago</td><td><a href=\"https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Santiago</td><td><a href=\"https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Santiago</td><td><a href=\"https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Santiago<!-- --> (good for visualisations).</td></tr><tr><td>Santiago</td><td><a href=\"https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Santiago</td><td><a href=\"https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Santiago</td><td><a href=\"https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Santiago\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Seattle, Washington, United States</h3><h4>21 September, 2024<span> (<a href=\"/seattle/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped seattle\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Seattle</td><td><a href=\"https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Seattle</td><td><a href=\"https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Seattle</td><td><a href=\"https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Seattle</td><td><a href=\"https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Seattle<!-- --> (good for visualisations).</td></tr><tr><td>Seattle</td><td><a href=\"https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Seattle</td><td><a href=\"https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Seattle</td><td><a href=\"https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Seattle\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Sevilla, AndalucÃ­a, Spain</h3><h4>28 September, 2024<span> (<a href=\"/sevilla/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped sevilla\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Sevilla</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/sevilla/2024-09-28/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Sevilla</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/sevilla/2024-09-28/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Sevilla</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/sevilla/2024-09-28/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Sevilla</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/sevilla/2024-09-28/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Sevilla<!-- --> (good for visualisations).</td></tr><tr><td>Sevilla</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/sevilla/2024-09-28/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Sevilla</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/sevilla/2024-09-28/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Sevilla</td><td><a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/sevilla/2024-09-28/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Sevilla\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Shanghai, Shanghai, China</h3><h4>26 December, 2023<span> (<a href=\"/shanghai/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped shanghai\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Shanghai</td><td><a href=\"https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Shanghai</td><td><a href=\"https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Shanghai</td><td><a href=\"https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Shanghai</td><td><a href=\"https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Shanghai<!-- --> (good for visualisations).</td></tr><tr><td>Shanghai</td><td><a href=\"https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Shanghai</td><td><a href=\"https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Shanghai</td><td><a href=\"https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Shanghai\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Sicily, Sicilia, Italy</h3><h4>28 September, 2024<span> (<a href=\"/sicily/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped sicily\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Sicily</td><td><a href=\"https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Sicily</td><td><a href=\"https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Sicily</td><td><a href=\"https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Sicily</td><td><a href=\"https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Sicily<!-- --> (good for visualisations).</td></tr><tr><td>Sicily</td><td><a href=\"https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Sicily</td><td><a href=\"https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Sicily</td><td><a href=\"https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Sicily\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Singapore, Singapore, Singapore</h3><h4>26 September, 2024<span> (<a href=\"/singapore/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped singapore\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Singapore</td><td><a href=\"https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Singapore</td><td><a href=\"https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Singapore</td><td><a href=\"https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Singapore</td><td><a href=\"https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Singapore<!-- --> (good for visualisations).</td></tr><tr><td>Singapore</td><td><a href=\"https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Singapore</td><td><a href=\"https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Singapore</td><td><a href=\"https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Singapore\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>South Aegean, South Aegean, Greece</h3><h4>20 September, 2024<span> (<a href=\"/south-aegean/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped south-aegean\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>South Aegean</td><td><a href=\"https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>South Aegean</td><td><a href=\"https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>South Aegean</td><td><a href=\"https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>South Aegean</td><td><a href=\"https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->South Aegean<!-- --> (good for visualisations).</td></tr><tr><td>South Aegean</td><td><a href=\"https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>South Aegean</td><td><a href=\"https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>South Aegean</td><td><a href=\"https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"South Aegean\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Stockholm, Stockholms lÃ¤n, Sweden</h3><h4>28 September, 2024<span> (<a href=\"/stockholm/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped stockholm\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Stockholm</td><td><a href=\"https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Stockholm</td><td><a href=\"https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Stockholm</td><td><a href=\"https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Stockholm</td><td><a href=\"https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Stockholm<!-- --> (good for visualisations).</td></tr><tr><td>Stockholm</td><td><a href=\"https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Stockholm</td><td><a href=\"https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Stockholm</td><td><a href=\"https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Stockholm\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Sunshine Coast, Queensland, Australia</h3><h4>30 November, 2024<span> (<a href=\"/sunshine-coast/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped sunshine-coast\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Sunshine Coast</td><td><a href=\"https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Sunshine Coast</td><td><a href=\"https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Sunshine Coast</td><td><a href=\"https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Sunshine Coast</td><td><a href=\"https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Sunshine Coast<!-- --> (good for visualisations).</td></tr><tr><td>Sunshine Coast</td><td><a href=\"https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Sunshine Coast</td><td><a href=\"https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Sunshine Coast</td><td><a href=\"https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Sunshine Coast\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Sydney, New South Wales, Australia</h3><h4>05 September, 2024<span> (<a href=\"/sydney/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped sydney\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Sydney</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Sydney</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Sydney</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Sydney</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Sydney<!-- --> (good for visualisations).</td></tr><tr><td>Sydney</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Sydney</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Sydney</td><td><a href=\"https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Sydney\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Taipei, Northern Taiwan, Taiwan</h3><h4>30 September, 2024<span> (<a href=\"/taipei/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped taipei\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Taipei</td><td><a href=\"https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Taipei</td><td><a href=\"https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Taipei</td><td><a href=\"https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Taipei</td><td><a href=\"https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Taipei<!-- --> (good for visualisations).</td></tr><tr><td>Taipei</td><td><a href=\"https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Taipei</td><td><a href=\"https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Taipei</td><td><a href=\"https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Taipei\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Tasmania, Tasmania, Australia</h3><h4>05 September, 2024<span> (<a href=\"/tasmania/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped tasmania\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Tasmania</td><td><a href=\"https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Tasmania</td><td><a href=\"https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Tasmania</td><td><a href=\"https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Tasmania</td><td><a href=\"https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Tasmania<!-- --> (good for visualisations).</td></tr><tr><td>Tasmania</td><td><a href=\"https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Tasmania</td><td><a href=\"https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Tasmania</td><td><a href=\"https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Tasmania\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>The Hague, South Holland, The Netherlands</h3><h4>21 September, 2024<span> (<a href=\"/the-hague/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped the-hague\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>The Hague</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>The Hague</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>The Hague</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>The Hague</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->The Hague<!-- --> (good for visualisations).</td></tr><tr><td>The Hague</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>The Hague</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>The Hague</td><td><a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"The Hague\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Thessaloniki, Central Macedonia, Greece</h3><h4>23 September, 2024<span> (<a href=\"/thessaloniki/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped thessaloniki\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Thessaloniki</td><td><a href=\"https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Thessaloniki</td><td><a href=\"https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Thessaloniki</td><td><a href=\"https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Thessaloniki</td><td><a href=\"https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Thessaloniki<!-- --> (good for visualisations).</td></tr><tr><td>Thessaloniki</td><td><a href=\"https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Thessaloniki</td><td><a href=\"https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Thessaloniki</td><td><a href=\"https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Thessaloniki\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Tokyo, KantÅ, Japan</h3><h4>27 September, 2024<span> (<a href=\"/tokyo/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped tokyo\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Tokyo</td><td><a href=\"https://data.insideairbnb.com/japan/kantÅ/tokyo/2024-09-27/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Tokyo</td><td><a href=\"https://data.insideairbnb.com/japan/kantÅ/tokyo/2024-09-27/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Tokyo</td><td><a href=\"https://data.insideairbnb.com/japan/kantÅ/tokyo/2024-09-27/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Tokyo</td><td><a href=\"https://data.insideairbnb.com/japan/kantÅ/tokyo/2024-09-27/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Tokyo<!-- --> (good for visualisations).</td></tr><tr><td>Tokyo</td><td><a href=\"https://data.insideairbnb.com/japan/kantÅ/tokyo/2024-09-27/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Tokyo</td><td><a href=\"https://data.insideairbnb.com/japan/kantÅ/tokyo/2024-09-27/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Tokyo</td><td><a href=\"https://data.insideairbnb.com/japan/kantÅ/tokyo/2024-09-27/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Tokyo\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Toronto, Ontario, Canada</h3><h4>07 November, 2024<span> (<a href=\"/toronto/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped toronto\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Toronto</td><td><a href=\"https://data.insideairbnb.com/canada/on/toronto/2024-11-07/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Toronto</td><td><a href=\"https://data.insideairbnb.com/canada/on/toronto/2024-11-07/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Toronto</td><td><a href=\"https://data.insideairbnb.com/canada/on/toronto/2024-11-07/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Toronto</td><td><a href=\"https://data.insideairbnb.com/canada/on/toronto/2024-11-07/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Toronto<!-- --> (good for visualisations).</td></tr><tr><td>Toronto</td><td><a href=\"https://data.insideairbnb.com/canada/on/toronto/2024-11-07/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Toronto</td><td><a href=\"https://data.insideairbnb.com/canada/on/toronto/2024-11-07/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Toronto</td><td><a href=\"https://data.insideairbnb.com/canada/on/toronto/2024-11-07/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Toronto\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Trentino, Trentino-Alto Adige/SÃ¼dtirol, Italy</h3><h4>30 September, 2024<span> (<a href=\"/trentino/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped trentino\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Trentino</td><td><a href=\"https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Trentino</td><td><a href=\"https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Trentino</td><td><a href=\"https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Trentino</td><td><a href=\"https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Trentino<!-- --> (good for visualisations).</td></tr><tr><td>Trentino</td><td><a href=\"https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Trentino</td><td><a href=\"https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Trentino</td><td><a href=\"https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Trentino\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Twin Cities MSA, Minnesota, United States</h3><h4>20 September, 2024<span> (<a href=\"/twin-cities-msa/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped twin-cities-msa\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Twin Cities MSA</td><td><a href=\"https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Twin Cities MSA</td><td><a href=\"https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Twin Cities MSA</td><td><a href=\"https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Twin Cities MSA</td><td><a href=\"https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Twin Cities MSA<!-- --> (good for visualisations).</td></tr><tr><td>Twin Cities MSA</td><td><a href=\"https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Twin Cities MSA</td><td><a href=\"https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Twin Cities MSA</td><td><a href=\"https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Twin Cities MSA\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Valencia, Valencia, Spain</h3><h4>18 September, 2024<span> (<a href=\"/valencia/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped valencia\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Valencia</td><td><a href=\"https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Valencia</td><td><a href=\"https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Valencia</td><td><a href=\"https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Valencia</td><td><a href=\"https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Valencia<!-- --> (good for visualisations).</td></tr><tr><td>Valencia</td><td><a href=\"https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Valencia</td><td><a href=\"https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Valencia</td><td><a href=\"https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Valencia\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Vancouver, British Columbia, Canada</h3><h4>10 November, 2024<span> (<a href=\"/vancouver/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped vancouver\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Vancouver</td><td><a href=\"https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Vancouver</td><td><a href=\"https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Vancouver</td><td><a href=\"https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Vancouver</td><td><a href=\"https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Vancouver<!-- --> (good for visualisations).</td></tr><tr><td>Vancouver</td><td><a href=\"https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Vancouver</td><td><a href=\"https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Vancouver</td><td><a href=\"https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Vancouver\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Vaud, Vaud, Switzerland</h3><h4>20 November, 2024<span> (<a href=\"/vaud/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped vaud\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Vaud</td><td><a href=\"https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Vaud</td><td><a href=\"https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Vaud</td><td><a href=\"https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Vaud</td><td><a href=\"https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Vaud<!-- --> (good for visualisations).</td></tr><tr><td>Vaud</td><td><a href=\"https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Vaud</td><td><a href=\"https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Vaud</td><td><a href=\"https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Vaud\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Venice, Veneto, Italy</h3><h4>05 September, 2024<span> (<a href=\"/venice/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped venice\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Venice</td><td><a href=\"https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Venice</td><td><a href=\"https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Venice</td><td><a href=\"https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Venice</td><td><a href=\"https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Venice<!-- --> (good for visualisations).</td></tr><tr><td>Venice</td><td><a href=\"https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Venice</td><td><a href=\"https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Venice</td><td><a href=\"https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Venice\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Victoria, British Columbia, Canada</h3><h4>29 November, 2024<span> (<a href=\"/victoria/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped victoria\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Victoria</td><td><a href=\"https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Victoria</td><td><a href=\"https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Victoria</td><td><a href=\"https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Victoria</td><td><a href=\"https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Victoria<!-- --> (good for visualisations).</td></tr><tr><td>Victoria</td><td><a href=\"https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Victoria</td><td><a href=\"https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Victoria</td><td><a href=\"https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Victoria\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Vienna, Vienna, Austria</h3><h4>11 September, 2024<span> (<a href=\"/vienna/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped vienna\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Vienna</td><td><a href=\"https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Vienna</td><td><a href=\"https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Vienna</td><td><a href=\"https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Vienna</td><td><a href=\"https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Vienna<!-- --> (good for visualisations).</td></tr><tr><td>Vienna</td><td><a href=\"https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Vienna</td><td><a href=\"https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Vienna</td><td><a href=\"https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Vienna\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Washington, D.C., District of Columbia, United States</h3><h4>17 September, 2024<span> (<a href=\"/washington-dc/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped washington-dc\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Washington, D.C.</td><td><a href=\"https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Washington, D.C.</td><td><a href=\"https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Washington, D.C.</td><td><a href=\"https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Washington, D.C.</td><td><a href=\"https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Washington, D.C.<!-- --> (good for visualisations).</td></tr><tr><td>Washington, D.C.</td><td><a href=\"https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Washington, D.C.</td><td><a href=\"https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Washington, D.C.</td><td><a href=\"https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Washington, D.C.\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Western Australia, Western Australia, Australia</h3><h4>23 September, 2024<span> (<a href=\"/western-australia/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped western-australia\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Western Australia</td><td><a href=\"https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Western Australia</td><td><a href=\"https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Western Australia</td><td><a href=\"https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Western Australia</td><td><a href=\"https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Western Australia<!-- --> (good for visualisations).</td></tr><tr><td>Western Australia</td><td><a href=\"https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Western Australia</td><td><a href=\"https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Western Australia</td><td><a href=\"https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Western Australia\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Winnipeg, Manitoba, Canada</h3><h4>13 September, 2024<span> (<a href=\"/winnipeg/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped winnipeg\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Winnipeg</td><td><a href=\"https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Winnipeg</td><td><a href=\"https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Winnipeg</td><td><a href=\"https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Winnipeg</td><td><a href=\"https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Winnipeg<!-- --> (good for visualisations).</td></tr><tr><td>Winnipeg</td><td><a href=\"https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Winnipeg</td><td><a href=\"https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Winnipeg</td><td><a href=\"https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Winnipeg\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Zurich, ZÃ¼rich, Switzerland</h3><h4>27 September, 2024<span> (<a href=\"/zurich/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped zurich\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Zurich</td><td><a href=\"https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Zurich</td><td><a href=\"https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Zurich</td><td><a href=\"https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Zurich</td><td><a href=\"https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Zurich<!-- --> (good for visualisations).</td></tr><tr><td>Zurich</td><td><a href=\"https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Zurich</td><td><a href=\"https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Zurich</td><td><a href=\"https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Zurich\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Ireland</h3><h4>11 September, 2024<span> (<a href=\"/ireland/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped ireland\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Ireland</td><td><a href=\"https://data.insideairbnb.com/ireland/2024-09-11/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Ireland</td><td><a href=\"https://data.insideairbnb.com/ireland/2024-09-11/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Ireland</td><td><a href=\"https://data.insideairbnb.com/ireland/2024-09-11/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Ireland</td><td><a href=\"https://data.insideairbnb.com/ireland/2024-09-11/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Ireland<!-- --> (good for visualisations).</td></tr><tr><td>Ireland</td><td><a href=\"https://data.insideairbnb.com/ireland/2024-09-11/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Ireland</td><td><a href=\"https://data.insideairbnb.com/ireland/2024-09-11/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Ireland</td><td><a href=\"https://data.insideairbnb.com/ireland/2024-09-11/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Ireland\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>Malta</h3><h4>23 September, 2024<span> (<a href=\"/malta/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped malta\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>Malta</td><td><a href=\"https://data.insideairbnb.com/malta/2024-09-23/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>Malta</td><td><a href=\"https://data.insideairbnb.com/malta/2024-09-23/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>Malta</td><td><a href=\"https://data.insideairbnb.com/malta/2024-09-23/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>Malta</td><td><a href=\"https://data.insideairbnb.com/malta/2024-09-23/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->Malta<!-- --> (good for visualisations).</td></tr><tr><td>Malta</td><td><a href=\"https://data.insideairbnb.com/malta/2024-09-23/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>Malta</td><td><a href=\"https://data.insideairbnb.com/malta/2024-09-23/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>Malta</td><td><a href=\"https://data.insideairbnb.com/malta/2024-09-23/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"Malta\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><h3>New Zealand</h3><h4>04 November, 2024<span> (<a href=\"/new-zealand/\">Explore</a>)</span></h4><table class=\"data table table-hover table-striped new-zealand\"><thead><tr><th class=\"col-md-3\">Country/City</th><th class=\"col-md-3\">File Name</th><th class=\"col-md-3\" data-align=\"right\" data-field=\"count\">Description</th></tr></thead><tbody><tr><td>New Zealand</td><td><a href=\"https://data.insideairbnb.com/new-zealand/2024-11-04/data/listings.csv.gz\">listings.csv.gz</a></td><td>Detailed Listings data</td></tr><tr><td>New Zealand</td><td><a href=\"https://data.insideairbnb.com/new-zealand/2024-11-04/data/calendar.csv.gz\">calendar.csv.gz</a></td><td>Detailed Calendar Data</td></tr><tr><td>New Zealand</td><td><a href=\"https://data.insideairbnb.com/new-zealand/2024-11-04/data/reviews.csv.gz\">reviews.csv.gz</a></td><td>Detailed Review Data</td></tr><tr><td>New Zealand</td><td><a href=\"https://data.insideairbnb.com/new-zealand/2024-11-04/visualisations/listings.csv\">listings.csv</a></td><td>Summary information and metrics for listings in <!-- -->New Zealand<!-- --> (good for visualisations).</td></tr><tr><td>New Zealand</td><td><a href=\"https://data.insideairbnb.com/new-zealand/2024-11-04/visualisations/reviews.csv\"> reviews.csv</a></td><td>Summary Review data and Listing ID (to facilitate time based analytics and visualisations linked to a listing).</td></tr><tr><td>New Zealand</td><td><a href=\"https://data.insideairbnb.com/new-zealand/2024-11-04/visualisations/neighbourhoods.csv\">neighbourhoods.csv</a></td><td>Neighbourhood list for geo filter. Sourced from city or open source GIS files.</td></tr><tr><td>New Zealand</td><td><a href=\"https://data.insideairbnb.com/new-zealand/2024-11-04/visualisations/neighbourhoods.geojson\">neighbourhoods.geojson</a></td><td>GeoJSON file of neighbourhoods of the city.</td></tr></tbody></table><p><a class=\"showArchivedData\" data-city=\"New Zealand\">show</a> archived data<br/>(generally quarterly data for the last 12 months. For additional data, make an archived <a href=\"/data-requests/\">data request</a>.)</p><p>Â </p><p>Â </p><p><a href=\"http://creativecommons.org/publicdomain/zero/1.0/\" rel=\"noreferrer\" target=\"_blank\"><img align=\"left\" alt=\"CC0\" hspace=\"5\" src=\"http://i.creativecommons.org/p/zero/1.0/88x31.png\"/></a>To the extent possible under law,<span property=\"dct:title\">Murray Cox</span>Â has waived all copyright and related or neighboring rights toÂ <span property=\"dct:title\"><strong>Inside Airbnb Data</strong></span>. This work is published from:<span about=\"http://insideairbnb.com/get-the-data.html\" content=\"US\" datatype=\"dct:ISO3166\" property=\"vcard:Country\"> United States</span>.</p><p>Â </p><p>Â </p></div><div class=\"common-module--iab-structural-container--8fd66 footer-module--footer--a2fe4 container-fluid\"><div class=\"row\"><div class=\"footer-module--footer-column--bc482 col\"><h2>Inside Airbnb</h2><p>Adding data to the debate</p></div></div><div class=\"row\"><div class=\"footer-module--footer-column--bc482 col-7\"><p>Inside Airbnb is a mission driven project that provides data and advocacy about Airbnb's impact on residential communities.</p><p>We work towards a vision where data and information empower communities to understand, decide and control the role of renting residential homes to tourists.</p><p><a href=\"/about/\">About Inside Airbnb</a></p><p><a class=\"footer-module--share-icon--ce286\" href=\"mailto:info@insideairbnb.com\" target=\"_blank\"><svg height=\"24\" viewbox=\"0 0 64 64\" width=\"24\"><circle cx=\"32\" cy=\"32\" fill=\"#7f7f7f\" r=\"32\"></circle><path d=\"M17,22v20h30V22H17z M41.1,25L32,32.1L22.9,25H41.1z M20,39V26.6l12,9.3l12-9.3V39H20z\" fill=\"white\"></path></svg></a><a class=\"footer-module--share-icon--ce286\" href=\"https://facebook.com/insideairbnb\" target=\"_blank\"><svg height=\"24\" viewbox=\"0 0 64 64\" width=\"24\"><circle cx=\"32\" cy=\"32\" fill=\"#0965FE\" r=\"32\"></circle><path d=\"M34.1,47V33.3h4.6l0.7-5.3h-5.3v-3.4c0-1.5,0.4-2.6,2.6-2.6l2.8,0v-4.8c-0.5-0.1-2.2-0.2-4.1-0.2 c-4.1,0-6.9,2.5-6.9,7V28H24v5.3h4.6V47H34.1z\" fill=\"white\"></path></svg></a><a class=\"footer-module--share-icon--ce286\" href=\"https://twitter.com/insideairbnb\" target=\"_blank\"><svg height=\"24\" viewbox=\"0 0 64 64\" width=\"24\"><circle cx=\"32\" cy=\"32\" fill=\"#00aced\" r=\"32\"></circle><path d=\"M48,22.1c-1.2,0.5-2.4,0.9-3.8,1c1.4-0.8,2.4-2.1,2.9-3.6c-1.3,0.8-2.7,1.3-4.2,1.6 C41.7,19.8,40,19,38.2,19c-3.6,0-6.6,2.9-6.6,6.6c0,0.5,0.1,1,0.2,1.5c-5.5-0.3-10.3-2.9-13.5-6.9c-0.6,1-0.9,2.1-0.9,3.3 c0,2.3,1.2,4.3,2.9,5.5c-1.1,0-2.1-0.3-3-0.8c0,0,0,0.1,0,0.1c0,3.2,2.3,5.8,5.3,6.4c-0.6,0.1-1.1,0.2-1.7,0.2c-0.4,0-0.8,0-1.2-0.1 c0.8,2.6,3.3,4.5,6.1,4.6c-2.2,1.8-5.1,2.8-8.2,2.8c-0.5,0-1.1,0-1.6-0.1c2.9,1.9,6.4,2.9,10.1,2.9c12.1,0,18.7-10,18.7-18.7 c0-0.3,0-0.6,0-0.8C46,24.5,47.1,23.4,48,22.1z\" fill=\"white\"></path></svg></a></p></div><div class=\"col\"><div class=\"row\"><div class=\"footer-module--footer-column--bc482 col\"><h2>Support</h2><ul class=\"list-inline\"><li><a href=\"/donate/\">Donate</a></li><li><a href=\"/collaborate/\">Collaborate</a></li><li><a href=\"/partner/\">Partner</a></li></ul></div><div class=\"footer-module--footer-column--bc482 col\"><h2>Organise</h2><ul class=\"list-inline\"><li><a href=\"/inside-airbnb-network/\">Inside Airbnb Network</a></li></ul></div></div></div></div></div></div></div><div aria-atomic=\"true\" aria-live=\"assertive\" id=\"gatsby-announcer\" style=\"position:absolute;top:0;width:1px;height:1px;padding:0;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border:0\"></div></div><script id=\"gatsby-script-loader\">/*<![CDATA[*/window.pagePath=\"/get-the-data/\";/*]]>*/</script><!-- slice-start id=\"_gatsby-scripts-1\" -->\n",
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     ]
    }
   ],
   "source": [
    "# Next is to establish the connection to the site and put the response into beautifulsoup\n",
    "\n",
    "# Define the base URL and API key\n",
    "baseURL = \"https://insideairbnb.com/get-the-data/\"\n",
    "\n",
    "# Create a session object\n",
    "session = requests.Session()\n",
    "\n",
    "# Make a GET request using the session\n",
    "response = session.get(baseURL)\n",
    "\n",
    "# Check if the response is successful\n",
    "if response.status_code == 200:  # Use `status_code` to check response status\n",
    "    print(\"Success\")\n",
    "else:\n",
    "    print(f\"Failed with status code: {response.status_code}\")\n",
    "    print(f\"Response: {response.text}\")  # Useful for debugging the response\n",
    "\n",
    "\n",
    "\n",
    "soup = BeautifulSoup(response.text, \"html.parser\")\n",
    "\n",
    "print(soup)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<a href=\"https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/greece/attica/athens/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/belize/bz/belize/2024-09-26/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/germany/be/berlin/2024-09-18/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/greece/crete/crete/2024-09-26/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/co/denver/2024-09-28/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/malaga/2024-09-30/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/germany/bv/munich/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/campania/naples/2024-09-17/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/or/portland/2024-09-04/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/andalucÃ­a/sevilla/2024-09-28/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/japan/kantÅ/tokyo/2024-09-27/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/canada/on/toronto/2024-11-07/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/ireland/2024-09-11/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/malta/2024-09-23/visualisations/listings.csv\">listings.csv</a>,\n",
       " <a href=\"https://data.insideairbnb.com/new-zealand/2024-11-04/visualisations/listings.csv\">listings.csv</a>]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Next is to webscrape all the listings.csv links from the site using find_all\n",
    "\n",
    "links = soup.find_all(\"a\", href=True, string='listings.csv')\n",
    "\n",
    "links"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/greece/attica/athens/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/belize/bz/belize/2024-09-26/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/germany/be/berlin/2024-09-18/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/greece/crete/crete/2024-09-26/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/co/denver/2024-09-28/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/andalucÃ\\xada/malaga/2024-09-30/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/germany/bv/munich/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/campania/naples/2024-09-17/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/or/portland/2024-09-04/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/andalucÃ\\xada/sevilla/2024-09-28/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/japan/kantÅ\\x8d/tokyo/2024-09-27/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/canada/on/toronto/2024-11-07/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/ireland/2024-09-11/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/malta/2024-09-23/visualisations/listings.csv',\n",
       " 'https://data.insideairbnb.com/new-zealand/2024-11-04/visualisations/listings.csv']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# then we remove all the extra words and symbols from links\n",
    "\n",
    "just_links = []\n",
    "\n",
    "for link in links:\n",
    "    just_link = link[\"href\"] if link else ''\n",
    "\n",
    "    just_links.append(just_link)\n",
    "\n",
    "just_links"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Albany, New York, United States',\n",
       " 'Amsterdam, North Holland, The Netherlands',\n",
       " 'Antwerp, Flemish Region, Belgium',\n",
       " 'Asheville, North Carolina, United States',\n",
       " 'Athens, Attica, Greece',\n",
       " 'Austin, Texas, United States',\n",
       " 'Bangkok, Central Thailand, Thailand',\n",
       " 'Barcelona, Catalonia, Spain',\n",
       " 'Barossa Valley, South Australia, Australia',\n",
       " 'Barwon South West, Vic, Victoria, Australia',\n",
       " 'Beijing, Beijing, China',\n",
       " 'Belize, Belize, Belize',\n",
       " 'Bergamo, Lombardia, Italy',\n",
       " 'Berlin, Berlin, Germany',\n",
       " 'Bologna, Emilia-Romagna, Italy',\n",
       " 'Bordeaux, Nouvelle-Aquitaine, France',\n",
       " 'Boston, Massachusetts, United States',\n",
       " 'Bozeman, Montana, United States',\n",
       " 'Brisbane, Queensland, Australia',\n",
       " 'Bristol, England, United Kingdom',\n",
       " 'Broward County, Florida, United States',\n",
       " 'Brussels, Brussels, Belgium',\n",
       " 'Buenos Aires, Ciudad AutÃ³noma de Buenos Aires, Argentina',\n",
       " 'Cambridge, Massachusetts, United States',\n",
       " 'Cape Town, Western Cape, South Africa',\n",
       " 'Chicago, Illinois, United States',\n",
       " 'Clark County, NV, Nevada, United States',\n",
       " 'Columbus, Ohio, United States',\n",
       " 'Copenhagen, Hovedstaden, Denmark',\n",
       " 'Crete, Crete, Greece',\n",
       " 'Dallas, Texas, United States',\n",
       " 'Denver, Colorado, United States',\n",
       " 'Dublin, Leinster, Ireland',\n",
       " 'Edinburgh, Scotland, United Kingdom',\n",
       " 'Euskadi, Euskadi, Spain',\n",
       " 'Florence, Toscana, Italy',\n",
       " 'Fort Worth, Texas, United States',\n",
       " 'Geneva, Geneva, Switzerland',\n",
       " 'Ghent, Flemish Region, Belgium',\n",
       " 'Girona, Catalonia, Spain',\n",
       " 'Greater Manchester, England, United Kingdom',\n",
       " 'Hawaii, Hawaii, United States',\n",
       " 'Hong Kong, Hong Kong, China',\n",
       " 'Istanbul, Marmara, Turkey',\n",
       " 'Jersey City, New Jersey, United States',\n",
       " 'Lisbon, Lisbon, Portugal',\n",
       " 'London, England, United Kingdom',\n",
       " 'Los Angeles, California, United States',\n",
       " 'Lyon, Auvergne-Rhone-Alpes, France',\n",
       " 'Madrid, Comunidad de Madrid, Spain',\n",
       " 'Malaga, AndalucÃ\\xada, Spain',\n",
       " 'Mallorca, Islas Baleares, Spain',\n",
       " 'Melbourne, Victoria, Australia',\n",
       " 'Menorca, Islas Baleares, Spain',\n",
       " 'Mexico City, Distrito Federal, Mexico',\n",
       " 'Mid North Coast, New South Wales, Australia',\n",
       " 'Milan, Lombardy, Italy',\n",
       " 'Montreal, Quebec, Canada',\n",
       " 'Mornington Peninsula, Victoria, Australia',\n",
       " 'Munich, Bavaria, Germany',\n",
       " 'Naples, Campania, Italy',\n",
       " 'Nashville, Tennessee, United States',\n",
       " 'New Brunswick, New Brunswick, Canada',\n",
       " 'New Orleans, Louisiana, United States',\n",
       " 'New York City, New York, United States',\n",
       " 'Newark, New Jersey, United States',\n",
       " 'Northern Rivers, New South Wales, Australia',\n",
       " 'Oakland, California, United States',\n",
       " 'Oslo, Oslo, Norway',\n",
       " 'Ottawa, Ontario, Canada',\n",
       " 'Pacific Grove, California, United States',\n",
       " 'Paris, Ã\\x8ele-de-France, France',\n",
       " 'Pays Basque, PyrÃ©nÃ©es-Atlantiques, France',\n",
       " 'Portland, Oregon, United States',\n",
       " 'Porto, Norte, Portugal',\n",
       " 'Prague, Prague, Czech Republic',\n",
       " 'Puglia, Puglia, Italy',\n",
       " 'Quebec City, Quebec, Canada',\n",
       " 'Rhode Island, Rhode Island, United States',\n",
       " 'Riga, Riga, Latvia',\n",
       " 'Rio de Janeiro, Rio de Janeiro, Brazil',\n",
       " 'Rochester, New York, United States',\n",
       " 'Rome, Lazio, Italy',\n",
       " 'Rotterdam, South Holland, The Netherlands',\n",
       " 'Salem, OR, Oregon, United States',\n",
       " 'San Diego, California, United States',\n",
       " 'San Francisco, California, United States',\n",
       " 'San Mateo County, California, United States',\n",
       " 'Santa Clara County, California, United States',\n",
       " 'Santa Cruz County, California, United States',\n",
       " 'Santiago, RegiÃ³n Metropolitana de Santiago, Chile',\n",
       " 'Seattle, Washington, United States',\n",
       " 'Sevilla, AndalucÃ\\xada, Spain',\n",
       " 'Shanghai, Shanghai, China',\n",
       " 'Sicily, Sicilia, Italy',\n",
       " 'Singapore, Singapore, Singapore',\n",
       " 'South Aegean, South Aegean, Greece',\n",
       " 'Stockholm, Stockholms lÃ¤n, Sweden',\n",
       " 'Sunshine Coast, Queensland, Australia',\n",
       " 'Sydney, New South Wales, Australia',\n",
       " 'Taipei, Northern Taiwan, Taiwan',\n",
       " 'Tasmania, Tasmania, Australia',\n",
       " 'The Hague, South Holland, The Netherlands',\n",
       " 'Thessaloniki, Central Macedonia, Greece',\n",
       " 'Tokyo, KantÅ\\x8d, Japan',\n",
       " 'Toronto, Ontario, Canada',\n",
       " 'Trentino, Trentino-Alto Adige/SÃ¼dtirol, Italy',\n",
       " 'Twin Cities MSA, Minnesota, United States',\n",
       " 'Valencia, Valencia, Spain',\n",
       " 'Vancouver, British Columbia, Canada',\n",
       " 'Vaud, Vaud, Switzerland',\n",
       " 'Venice, Veneto, Italy',\n",
       " 'Victoria, British Columbia, Canada',\n",
       " 'Vienna, Vienna, Austria',\n",
       " 'Washington, D.C., District of Columbia, United States',\n",
       " 'Western Australia, Western Australia, Australia',\n",
       " 'Winnipeg, Manitoba, Canada',\n",
       " 'Zurich, ZÃ¼rich, Switzerland',\n",
       " 'Ireland',\n",
       " 'Malta',\n",
       " 'New Zealand']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Next, because the country name isn't in the links so we can't tell which is which, the way to solve this is to do another webscrape to grab the country names\n",
    "# To do that, we'll need use the find_previous from regular expressions, and the way it works is that it traces each of the link back to soup and from there it grabs the previous tags called 'h3', just amazing!\n",
    "\n",
    "# you can do it in two ways.\n",
    "# previous_h3 = links[0].find_previous(re.compile(r\"h3\")) # this looks for text with h3\n",
    "\n",
    "# or\n",
    "\n",
    "# previous_h3 = links[0].find_previous(\"h3\") # this looks for actual tags with h3 so in this case, this is the better option\n",
    "\n",
    "previous_h3 = []\n",
    "\n",
    "for link in links:\n",
    "    prev_h3 = link.find_previous(\"h3\")\n",
    "    prev_h3 = prev_h3.text if link else ''\n",
    "    \n",
    "    previous_h3.append(prev_h3)\n",
    "\n",
    "previous_h3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "list"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(previous_h3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "list"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(just_links)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Albany, New York, United States': 'https://data.insideairbnb.com/united-states/ny/albany/2024-11-05/visualisations/listings.csv',\n",
       " 'Amsterdam, North Holland, The Netherlands': 'https://data.insideairbnb.com/the-netherlands/north-holland/amsterdam/2024-09-05/visualisations/listings.csv',\n",
       " 'Antwerp, Flemish Region, Belgium': 'https://data.insideairbnb.com/belgium/vlg/antwerp/2024-09-26/visualisations/listings.csv',\n",
       " 'Asheville, North Carolina, United States': 'https://data.insideairbnb.com/united-states/nc/asheville/2024-09-17/visualisations/listings.csv',\n",
       " 'Athens, Attica, Greece': 'https://data.insideairbnb.com/greece/attica/athens/2024-09-23/visualisations/listings.csv',\n",
       " 'Austin, Texas, United States': 'https://data.insideairbnb.com/united-states/tx/austin/2024-09-13/visualisations/listings.csv',\n",
       " 'Bangkok, Central Thailand, Thailand': 'https://data.insideairbnb.com/thailand/central-thailand/bangkok/2024-09-25/visualisations/listings.csv',\n",
       " 'Barcelona, Catalonia, Spain': 'https://data.insideairbnb.com/spain/catalonia/barcelona/2024-09-06/visualisations/listings.csv',\n",
       " 'Barossa Valley, South Australia, Australia': 'https://data.insideairbnb.com/australia/sa/barossa-valley/2024-09-25/visualisations/listings.csv',\n",
       " 'Barwon South West, Vic, Victoria, Australia': 'https://data.insideairbnb.com/australia/vic/barwon-south-west-vic/2024-09-25/visualisations/listings.csv',\n",
       " 'Beijing, Beijing, China': 'https://data.insideairbnb.com/china/beijing/beijing/2023-12-26/visualisations/listings.csv',\n",
       " 'Belize, Belize, Belize': 'https://data.insideairbnb.com/belize/bz/belize/2024-09-26/visualisations/listings.csv',\n",
       " 'Bergamo, Lombardia, Italy': 'https://data.insideairbnb.com/italy/lombardia/bergamo/2024-09-29/visualisations/listings.csv',\n",
       " 'Berlin, Berlin, Germany': 'https://data.insideairbnb.com/germany/be/berlin/2024-09-18/visualisations/listings.csv',\n",
       " 'Bologna, Emilia-Romagna, Italy': 'https://data.insideairbnb.com/italy/emilia-romagna/bologna/2024-09-17/visualisations/listings.csv',\n",
       " 'Bordeaux, Nouvelle-Aquitaine, France': 'https://data.insideairbnb.com/france/nouvelle-aquitaine/bordeaux/2024-09-13/visualisations/listings.csv',\n",
       " 'Boston, Massachusetts, United States': 'https://data.insideairbnb.com/united-states/ma/boston/2024-09-18/visualisations/listings.csv',\n",
       " 'Bozeman, Montana, United States': 'https://data.insideairbnb.com/united-states/mt/bozeman/2024-11-09/visualisations/listings.csv',\n",
       " 'Brisbane, Queensland, Australia': 'https://data.insideairbnb.com/australia/qld/brisbane/2024-11-07/visualisations/listings.csv',\n",
       " 'Bristol, England, United Kingdom': 'https://data.insideairbnb.com/united-kingdom/england/bristol/2024-09-23/visualisations/listings.csv',\n",
       " 'Broward County, Florida, United States': 'https://data.insideairbnb.com/united-states/fl/broward-county/2024-09-23/visualisations/listings.csv',\n",
       " 'Brussels, Brussels, Belgium': 'https://data.insideairbnb.com/belgium/bru/brussels/2024-09-20/visualisations/listings.csv',\n",
       " 'Buenos Aires, Ciudad AutÃ³noma de Buenos Aires, Argentina': 'https://data.insideairbnb.com/argentina/ciudad-autÃ³noma-de-buenos-aires/buenos-aires/2024-11-29/visualisations/listings.csv',\n",
       " 'Cambridge, Massachusetts, United States': 'https://data.insideairbnb.com/united-states/ma/cambridge/2024-09-25/visualisations/listings.csv',\n",
       " 'Cape Town, Western Cape, South Africa': 'https://data.insideairbnb.com/south-africa/wc/cape-town/2024-09-25/visualisations/listings.csv',\n",
       " 'Chicago, Illinois, United States': 'https://data.insideairbnb.com/united-states/il/chicago/2024-09-17/visualisations/listings.csv',\n",
       " 'Clark County, NV, Nevada, United States': 'https://data.insideairbnb.com/united-states/nv/clark-county-nv/2024-09-18/visualisations/listings.csv',\n",
       " 'Columbus, Ohio, United States': 'https://data.insideairbnb.com/united-states/oh/columbus/2024-09-23/visualisations/listings.csv',\n",
       " 'Copenhagen, Hovedstaden, Denmark': 'https://data.insideairbnb.com/denmark/hovedstaden/copenhagen/2024-09-28/visualisations/listings.csv',\n",
       " 'Crete, Crete, Greece': 'https://data.insideairbnb.com/greece/crete/crete/2024-09-26/visualisations/listings.csv',\n",
       " 'Dallas, Texas, United States': 'https://data.insideairbnb.com/united-states/tx/dallas/2024-11-18/visualisations/listings.csv',\n",
       " 'Denver, Colorado, United States': 'https://data.insideairbnb.com/united-states/co/denver/2024-09-28/visualisations/listings.csv',\n",
       " 'Dublin, Leinster, Ireland': 'https://data.insideairbnb.com/ireland/leinster/dublin/2024-09-11/visualisations/listings.csv',\n",
       " 'Edinburgh, Scotland, United Kingdom': 'https://data.insideairbnb.com/united-kingdom/scotland/edinburgh/2024-09-13/visualisations/listings.csv',\n",
       " 'Euskadi, Euskadi, Spain': 'https://data.insideairbnb.com/spain/pv/euskadi/2024-09-29/visualisations/listings.csv',\n",
       " 'Florence, Toscana, Italy': 'https://data.insideairbnb.com/italy/toscana/florence/2024-09-17/visualisations/listings.csv',\n",
       " 'Fort Worth, Texas, United States': 'https://data.insideairbnb.com/united-states/tx/fort-worth/2024-09-11/visualisations/listings.csv',\n",
       " 'Geneva, Geneva, Switzerland': 'https://data.insideairbnb.com/switzerland/geneva/geneva/2024-09-26/visualisations/listings.csv',\n",
       " 'Ghent, Flemish Region, Belgium': 'https://data.insideairbnb.com/belgium/vlg/ghent/2024-09-23/visualisations/listings.csv',\n",
       " 'Girona, Catalonia, Spain': 'https://data.insideairbnb.com/spain/catalonia/girona/2024-09-29/visualisations/listings.csv',\n",
       " 'Greater Manchester, England, United Kingdom': 'https://data.insideairbnb.com/united-kingdom/england/greater-manchester/2024-09-23/visualisations/listings.csv',\n",
       " 'Hawaii, Hawaii, United States': 'https://data.insideairbnb.com/united-states/hi/hawaii/2024-09-13/visualisations/listings.csv',\n",
       " 'Hong Kong, Hong Kong, China': 'https://data.insideairbnb.com/china/hk/hong-kong/2024-09-20/visualisations/listings.csv',\n",
       " 'Istanbul, Marmara, Turkey': 'https://data.insideairbnb.com/turkey/marmara/istanbul/2024-09-28/visualisations/listings.csv',\n",
       " 'Jersey City, New Jersey, United States': 'https://data.insideairbnb.com/united-states/nj/jersey-city/2024-09-21/visualisations/listings.csv',\n",
       " 'Lisbon, Lisbon, Portugal': 'https://data.insideairbnb.com/portugal/lisbon/lisbon/2024-09-14/visualisations/listings.csv',\n",
       " 'London, England, United Kingdom': 'https://data.insideairbnb.com/united-kingdom/england/london/2024-09-06/visualisations/listings.csv',\n",
       " 'Los Angeles, California, United States': 'https://data.insideairbnb.com/united-states/ca/los-angeles/2024-09-04/visualisations/listings.csv',\n",
       " 'Lyon, Auvergne-Rhone-Alpes, France': 'https://data.insideairbnb.com/france/auvergne-rhone-alpes/lyon/2024-09-13/visualisations/listings.csv',\n",
       " 'Madrid, Comunidad de Madrid, Spain': 'https://data.insideairbnb.com/spain/comunidad-de-madrid/madrid/2024-09-11/visualisations/listings.csv',\n",
       " 'Malaga, AndalucÃ\\xada, Spain': 'https://data.insideairbnb.com/spain/andalucÃ\\xada/malaga/2024-09-30/visualisations/listings.csv',\n",
       " 'Mallorca, Islas Baleares, Spain': 'https://data.insideairbnb.com/spain/islas-baleares/mallorca/2024-09-13/visualisations/listings.csv',\n",
       " 'Melbourne, Victoria, Australia': 'https://data.insideairbnb.com/australia/vic/melbourne/2024-09-05/visualisations/listings.csv',\n",
       " 'Menorca, Islas Baleares, Spain': 'https://data.insideairbnb.com/spain/islas-baleares/menorca/2024-09-29/visualisations/listings.csv',\n",
       " 'Mexico City, Distrito Federal, Mexico': 'https://data.insideairbnb.com/mexico/df/mexico-city/2024-09-25/visualisations/listings.csv',\n",
       " 'Mid North Coast, New South Wales, Australia': 'https://data.insideairbnb.com/australia/nsw/mid-north-coast/2024-11-10/visualisations/listings.csv',\n",
       " 'Milan, Lombardy, Italy': 'https://data.insideairbnb.com/italy/lombardy/milan/2024-09-17/visualisations/listings.csv',\n",
       " 'Montreal, Quebec, Canada': 'https://data.insideairbnb.com/canada/qc/montreal/2024-09-13/visualisations/listings.csv',\n",
       " 'Mornington Peninsula, Victoria, Australia': 'https://data.insideairbnb.com/australia/vic/mornington-peninsula/2024-09-13/visualisations/listings.csv',\n",
       " 'Munich, Bavaria, Germany': 'https://data.insideairbnb.com/germany/bv/munich/2024-09-25/visualisations/listings.csv',\n",
       " 'Naples, Campania, Italy': 'https://data.insideairbnb.com/italy/campania/naples/2024-09-17/visualisations/listings.csv',\n",
       " 'Nashville, Tennessee, United States': 'https://data.insideairbnb.com/united-states/tn/nashville/2024-09-18/visualisations/listings.csv',\n",
       " 'New Brunswick, New Brunswick, Canada': 'https://data.insideairbnb.com/canada/nb/new-brunswick/2024-09-27/visualisations/listings.csv',\n",
       " 'New Orleans, Louisiana, United States': 'https://data.insideairbnb.com/united-states/la/new-orleans/2024-09-05/visualisations/listings.csv',\n",
       " 'New York City, New York, United States': 'https://data.insideairbnb.com/united-states/ny/new-york-city/2024-11-04/visualisations/listings.csv',\n",
       " 'Newark, New Jersey, United States': 'https://data.insideairbnb.com/united-states/nj/newark/2024-09-29/visualisations/listings.csv',\n",
       " 'Northern Rivers, New South Wales, Australia': 'https://data.insideairbnb.com/australia/nsw/northern-rivers/2024-09-15/visualisations/listings.csv',\n",
       " 'Oakland, California, United States': 'https://data.insideairbnb.com/united-states/ca/oakland/2024-09-21/visualisations/listings.csv',\n",
       " 'Oslo, Oslo, Norway': 'https://data.insideairbnb.com/norway/oslo/oslo/2024-09-28/visualisations/listings.csv',\n",
       " 'Ottawa, Ontario, Canada': 'https://data.insideairbnb.com/canada/on/ottawa/2024-09-15/visualisations/listings.csv',\n",
       " 'Pacific Grove, California, United States': 'https://data.insideairbnb.com/united-states/ca/pacific-grove/2024-09-30/visualisations/listings.csv',\n",
       " 'Paris, Ã\\x8ele-de-France, France': 'https://data.insideairbnb.com/france/ile-de-france/paris/2024-09-06/visualisations/listings.csv',\n",
       " 'Pays Basque, PyrÃ©nÃ©es-Atlantiques, France': 'https://data.insideairbnb.com/france/pyrÃ©nÃ©es-atlantiques/pays-basque/2024-09-15/visualisations/listings.csv',\n",
       " 'Portland, Oregon, United States': 'https://data.insideairbnb.com/united-states/or/portland/2024-09-04/visualisations/listings.csv',\n",
       " 'Porto, Norte, Portugal': 'https://data.insideairbnb.com/portugal/norte/porto/2024-09-14/visualisations/listings.csv',\n",
       " 'Prague, Prague, Czech Republic': 'https://data.insideairbnb.com/czech-republic/prague/prague/2024-09-20/visualisations/listings.csv',\n",
       " 'Puglia, Puglia, Italy': 'https://data.insideairbnb.com/italy/puglia/puglia/2024-09-29/visualisations/listings.csv',\n",
       " 'Quebec City, Quebec, Canada': 'https://data.insideairbnb.com/canada/qc/quebec-city/2024-11-09/visualisations/listings.csv',\n",
       " 'Rhode Island, Rhode Island, United States': 'https://data.insideairbnb.com/united-states/ri/rhode-island/2024-09-29/visualisations/listings.csv',\n",
       " 'Riga, Riga, Latvia': 'https://data.insideairbnb.com/latvia/riga/riga/2024-09-28/visualisations/listings.csv',\n",
       " 'Rio de Janeiro, Rio de Janeiro, Brazil': 'https://data.insideairbnb.com/brazil/rj/rio-de-janeiro/2024-09-25/visualisations/listings.csv',\n",
       " 'Rochester, New York, United States': 'https://data.insideairbnb.com/united-states/ny/rochester/2024-11-25/visualisations/listings.csv',\n",
       " 'Rome, Lazio, Italy': 'https://data.insideairbnb.com/italy/lazio/rome/2024-09-11/visualisations/listings.csv',\n",
       " 'Rotterdam, South Holland, The Netherlands': 'https://data.insideairbnb.com/the-netherlands/south-holland/rotterdam/2024-09-21/visualisations/listings.csv',\n",
       " 'Salem, OR, Oregon, United States': 'https://data.insideairbnb.com/united-states/or/salem-or/2024-09-21/visualisations/listings.csv',\n",
       " 'San Diego, California, United States': 'https://data.insideairbnb.com/united-states/ca/san-diego/2024-09-21/visualisations/listings.csv',\n",
       " 'San Francisco, California, United States': 'https://data.insideairbnb.com/united-states/ca/san-francisco/2024-09-04/visualisations/listings.csv',\n",
       " 'San Mateo County, California, United States': 'https://data.insideairbnb.com/united-states/ca/san-mateo-county/2024-09-21/visualisations/listings.csv',\n",
       " 'Santa Clara County, California, United States': 'https://data.insideairbnb.com/united-states/ca/santa-clara-county/2024-09-21/visualisations/listings.csv',\n",
       " 'Santa Cruz County, California, United States': 'https://data.insideairbnb.com/united-states/ca/santa-cruz-county/2024-09-29/visualisations/listings.csv',\n",
       " 'Santiago, RegiÃ³n Metropolitana de Santiago, Chile': 'https://data.insideairbnb.com/chile/rm/santiago/2024-09-25/visualisations/listings.csv',\n",
       " 'Seattle, Washington, United States': 'https://data.insideairbnb.com/united-states/wa/seattle/2024-09-21/visualisations/listings.csv',\n",
       " 'Sevilla, AndalucÃ\\xada, Spain': 'https://data.insideairbnb.com/spain/andalucÃ\\xada/sevilla/2024-09-28/visualisations/listings.csv',\n",
       " 'Shanghai, Shanghai, China': 'https://data.insideairbnb.com/china/shanghai/shanghai/2023-12-26/visualisations/listings.csv',\n",
       " 'Sicily, Sicilia, Italy': 'https://data.insideairbnb.com/italy/sicilia/sicily/2024-09-28/visualisations/listings.csv',\n",
       " 'Singapore, Singapore, Singapore': 'https://data.insideairbnb.com/singapore/sg/singapore/2024-09-26/visualisations/listings.csv',\n",
       " 'South Aegean, South Aegean, Greece': 'https://data.insideairbnb.com/greece/south-aegean/south-aegean/2024-09-20/visualisations/listings.csv',\n",
       " 'Stockholm, Stockholms lÃ¤n, Sweden': 'https://data.insideairbnb.com/sweden/stockholms-lÃ¤n/stockholm/2024-09-28/visualisations/listings.csv',\n",
       " 'Sunshine Coast, Queensland, Australia': 'https://data.insideairbnb.com/australia/qld/sunshine-coast/2024-11-30/visualisations/listings.csv',\n",
       " 'Sydney, New South Wales, Australia': 'https://data.insideairbnb.com/australia/nsw/sydney/2024-09-05/visualisations/listings.csv',\n",
       " 'Taipei, Northern Taiwan, Taiwan': 'https://data.insideairbnb.com/taiwan/northern-taiwan/taipei/2024-09-30/visualisations/listings.csv',\n",
       " 'Tasmania, Tasmania, Australia': 'https://data.insideairbnb.com/australia/tas/tasmania/2024-09-05/visualisations/listings.csv',\n",
       " 'The Hague, South Holland, The Netherlands': 'https://data.insideairbnb.com/the-netherlands/south-holland/the-hague/2024-09-21/visualisations/listings.csv',\n",
       " 'Thessaloniki, Central Macedonia, Greece': 'https://data.insideairbnb.com/greece/central-macedonia/thessaloniki/2024-09-23/visualisations/listings.csv',\n",
       " 'Tokyo, KantÅ\\x8d, Japan': 'https://data.insideairbnb.com/japan/kantÅ\\x8d/tokyo/2024-09-27/visualisations/listings.csv',\n",
       " 'Toronto, Ontario, Canada': 'https://data.insideairbnb.com/canada/on/toronto/2024-11-07/visualisations/listings.csv',\n",
       " 'Trentino, Trentino-Alto Adige/SÃ¼dtirol, Italy': 'https://data.insideairbnb.com/italy/trentino-alto-adige-sÃ¼dtirol/trentino/2024-09-30/visualisations/listings.csv',\n",
       " 'Twin Cities MSA, Minnesota, United States': 'https://data.insideairbnb.com/united-states/mn/twin-cities-msa/2024-09-20/visualisations/listings.csv',\n",
       " 'Valencia, Valencia, Spain': 'https://data.insideairbnb.com/spain/vc/valencia/2024-09-18/visualisations/listings.csv',\n",
       " 'Vancouver, British Columbia, Canada': 'https://data.insideairbnb.com/canada/bc/vancouver/2024-11-10/visualisations/listings.csv',\n",
       " 'Vaud, Vaud, Switzerland': 'https://data.insideairbnb.com/switzerland/vd/vaud/2024-11-20/visualisations/listings.csv',\n",
       " 'Venice, Veneto, Italy': 'https://data.insideairbnb.com/italy/veneto/venice/2024-09-05/visualisations/listings.csv',\n",
       " 'Victoria, British Columbia, Canada': 'https://data.insideairbnb.com/canada/bc/victoria/2024-11-29/visualisations/listings.csv',\n",
       " 'Vienna, Vienna, Austria': 'https://data.insideairbnb.com/austria/vienna/vienna/2024-09-11/visualisations/listings.csv',\n",
       " 'Washington, D.C., District of Columbia, United States': 'https://data.insideairbnb.com/united-states/dc/washington-dc/2024-09-17/visualisations/listings.csv',\n",
       " 'Western Australia, Western Australia, Australia': 'https://data.insideairbnb.com/australia/wa/western-australia/2024-09-23/visualisations/listings.csv',\n",
       " 'Winnipeg, Manitoba, Canada': 'https://data.insideairbnb.com/canada/mb/winnipeg/2024-09-13/visualisations/listings.csv',\n",
       " 'Zurich, ZÃ¼rich, Switzerland': 'https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/visualisations/listings.csv',\n",
       " 'Ireland': 'https://data.insideairbnb.com/ireland/2024-09-11/visualisations/listings.csv',\n",
       " 'Malta': 'https://data.insideairbnb.com/malta/2024-09-23/visualisations/listings.csv',\n",
       " 'New Zealand': 'https://data.insideairbnb.com/new-zealand/2024-11-04/visualisations/listings.csv'}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Next we want to create a dictionary where the keys becomes the country name and then the values become the links\n",
    "# The way we do this is to create a dictionary from 2 list since the variables previous_h3 and just_links are lists type\n",
    "\n",
    "keys = previous_h3\n",
    "values = just_links\n",
    "\n",
    "dictionary = dict(zip(keys, values))\n",
    "\n",
    "dictionary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# We want to add 2 columns to each of the just downloaded dataset called 'country' and 'currency'\n",
    "\n",
    "country_currency_map = {\n",
    "    \"Italy\": \"EUR\",\n",
    "    \"Spain\": \"EUR\",\n",
    "    \"France\": \"EUR\",\n",
    "    \"Germany\": \"EUR\",\n",
    "    \"United States\": \"USD\",\n",
    "    \"Canada\": \"CAD\",\n",
    "    \"Portugal\": \"EUR\",\n",
    "    \"United Kingdom\": \"GBP\",\n",
    "    \"Norway\": \"NOK\",\n",
    "    \"Czech Republic\": \"CZK\",\n",
    "    \"Latvia\": \"EUR\",\n",
    "    \"Brazil\": \"BRL\",\n",
    "    \"The Netherlands\": \"EUR\",\n",
    "    \"China\": \"CNY\",\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Folder 'House_listings' created successfully!\n"
     ]
    }
   ],
   "source": [
    "# create a folder called 'House_listings'\n",
    "\n",
    "\n",
    "# Define the name of the folder you want to create\n",
    "folder_name = \"House_listings\"\n",
    "\n",
    "# Get the current working directory\n",
    "current_directory = os.getcwd()\n",
    "\n",
    "# Create the full path for the new folder\n",
    "new_folder_path = os.path.join(current_directory, folder_name)\n",
    "\n",
    "# Check if the folder already exists, if not, create it\n",
    "if not os.path.exists(new_folder_path):\n",
    "    os.makedirs(new_folder_path)\n",
    "    print(f\"Folder '{folder_name}' created successfully!\")\n",
    "else:\n",
    "    print(f\"Folder '{folder_name}' already exists.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Albany, New York, United States.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Albany, New York, United States.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Amsterdam, North Holland, The Netherlands.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Amsterdam, North Holland, The Netherlands.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Antwerp, Flemish Region, Belgium.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Antwerp, Flemish Region, Belgium.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Asheville, North Carolina, United States.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Asheville, North Carolina, United States.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Athens, Attica, Greece.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Athens, Attica, Greece.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Austin, Texas, United States.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Austin, Texas, United States.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bangkok, Central Thailand, Thailand.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bangkok, Central Thailand, Thailand.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barcelona, Catalonia, Spain.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barcelona, Catalonia, Spain.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barossa Valley, South Australia, Australia.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barossa Valley, South Australia, Australia.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barwon South West, Vic, Victoria, Australia.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barwon South West, Vic, Victoria, Australia.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Beijing, Beijing, China.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Beijing, Beijing, China.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Belize, Belize, Belize.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Belize, Belize, Belize.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bergamo, Lombardia, Italy.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bergamo, Lombardia, Italy.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Berlin, Berlin, Germany.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Berlin, Berlin, Germany.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bologna, Emilia-Romagna, Italy.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bologna, Emilia-Romagna, Italy.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bordeaux, Nouvelle-Aquitaine, France.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bordeaux, Nouvelle-Aquitaine, France.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Boston, Massachusetts, United States.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Boston, Massachusetts, United States.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bozeman, Montana, United States.csv\n",
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      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Valencia, Valencia, Spain.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vancouver, British Columbia, Canada.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vancouver, British Columbia, Canada.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vaud, Vaud, Switzerland.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vaud, Vaud, Switzerland.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Venice, Veneto, Italy.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Venice, Veneto, Italy.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Victoria, British Columbia, Canada.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Victoria, British Columbia, Canada.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vienna, Vienna, Austria.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vienna, Vienna, Austria.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Washington, D.C., District of Columbia, United States.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Washington, D.C., District of Columbia, United States.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Western Australia, Western Australia, Australia.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Western Australia, Western Australia, Australia.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Winnipeg, Manitoba, Canada.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Winnipeg, Manitoba, Canada.csv\n",
      "Failed to download https://data.insideairbnb.com/switzerland/zÃ¼rich/zurich/2024-09-27/visualisations/listings.csv: Status code 403\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Winnipeg, Manitoba, Canada.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Ireland.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Ireland.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Malta.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Malta.csv\n",
      "File downloaded successfully: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\New Zealand.csv\n",
      "Columns added successfully and file saved: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\New Zealand.csv\n"
     ]
    }
   ],
   "source": [
    "# download the files through the link which are the value of the dictionary and put the file in that created folder\n",
    "# make sure the names of the files you're downloading are the keys of the dictionary, whose values you just downloaded\n",
    "\n",
    "# Loop through the dictionary to download files\n",
    "for key, value in dictionary.items():\n",
    "    try:\n",
    "        # Send a GET request to the URL\n",
    "        response = requests.get(value)\n",
    "\n",
    "        # Check if the request was successful (status code 200)\n",
    "        if response.status_code == 200:\n",
    "            # Define the full path where the file should be saved\n",
    "            save_path = os.path.join(new_folder_path, f\"{key}.csv\")\n",
    "            \n",
    "            # Write the content to the file\n",
    "            with open(save_path, 'wb') as file:\n",
    "                file.write(response.content)\n",
    "\n",
    "            print(f\"File downloaded successfully: {save_path}\")\n",
    "        else:\n",
    "            print(f\"Failed to download {value}: Status code {response.status_code}\")\n",
    "\n",
    "    except Exception as e:\n",
    "        print(f\"Error downloading {value}: {e}\")\n",
    "\n",
    "        # Check if the file exists\n",
    "    if os.path.exists(save_path):\n",
    "        # Load the CSV file into a Pandas DataFrame\n",
    "        df = pd.read_csv(save_path)\n",
    "\n",
    "\n",
    "        # verify if the dataset's country is part of the country_currency_map dictionary...\n",
    "        # if it is, then in the new currency column, add the currency in the dictionary to the dataset and if it isn't add 'unknown' to the dataset\n",
    "        for country, currency in country_currency_map.items():\n",
    "            if country in key:\n",
    "                # Add two new columns\n",
    "                df[\"country\"] = key  # Change to any default or computed value\n",
    "                df[\"currency\"] = currency  # Change as needed\n",
    "\n",
    "            else:\n",
    "                df[\"country\"] = key  # Change to any default or computed value\n",
    "                df[\"currency\"] = 'unknown'  # Change as needed\n",
    "\n",
    "\n",
    "        # Save the updated DataFrame back to the same file\n",
    "        df.to_csv(save_path, index=False)\n",
    "        print(f\"Columns added successfully and file saved: {save_path}\")\n",
    "    else:\n",
    "        print(f\"File not found: {save_path}\")\n",
    "\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Nel\\AppData\\Local\\Temp\\ipykernel_6912\\295154438.py:9: FutureWarning: The behavior of DataFrame concatenation with empty or all-NA entries is deprecated. In a future version, this will no longer exclude empty or all-NA columns when determining the result dtypes. To retain the old behavior, exclude the relevant entries before the concat operation.\n",
      "  merged_df = pd.concat([pd.read_csv(f) for f in csv_files], ignore_index=True)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Merged CSV saved as: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\merged_airbnb_listings.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Albany, New York, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Amsterdam, North Holland, The Netherlands.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Antwerp, Flemish Region, Belgium.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Asheville, North Carolina, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Athens, Attica, Greece.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Austin, Texas, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bangkok, Central Thailand, Thailand.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barcelona, Catalonia, Spain.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barossa Valley, South Australia, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Barwon South West, Vic, Victoria, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Beijing, Beijing, China.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Belize, Belize, Belize.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bergamo, Lombardia, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Berlin, Berlin, Germany.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bologna, Emilia-Romagna, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bordeaux, Nouvelle-Aquitaine, France.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Boston, Massachusetts, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bozeman, Montana, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Brisbane, Queensland, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Bristol, England, United Kingdom.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Broward County, Florida, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Brussels, Brussels, Belgium.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Cambridge, Massachusetts, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Cape Town, Western Cape, South Africa.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Chicago, Illinois, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Clark County, NV, Nevada, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Columbus, Ohio, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Copenhagen, Hovedstaden, Denmark.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Crete, Crete, Greece.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Dallas, Texas, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Denver, Colorado, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Dublin, Leinster, Ireland.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Edinburgh, Scotland, United Kingdom.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Euskadi, Euskadi, Spain.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Florence, Toscana, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Fort Worth, Texas, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Geneva, Geneva, Switzerland.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Ghent, Flemish Region, Belgium.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Girona, Catalonia, Spain.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Greater Manchester, England, United Kingdom.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Hawaii, Hawaii, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Hong Kong, Hong Kong, China.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Ireland.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Istanbul, Marmara, Turkey.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Jersey City, New Jersey, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Lisbon, Lisbon, Portugal.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\London, England, United Kingdom.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Los Angeles, California, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Lyon, Auvergne-Rhone-Alpes, France.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Madrid, Comunidad de Madrid, Spain.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Mallorca, Islas Baleares, Spain.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Malta.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Melbourne, Victoria, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Menorca, Islas Baleares, Spain.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Mexico City, Distrito Federal, Mexico.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Mid North Coast, New South Wales, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Milan, Lombardy, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Montreal, Quebec, Canada.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Mornington Peninsula, Victoria, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Munich, Bavaria, Germany.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Naples, Campania, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Nashville, Tennessee, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\New Brunswick, New Brunswick, Canada.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\New Orleans, Louisiana, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\New York City, New York, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\New Zealand.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Newark, New Jersey, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Northern Rivers, New South Wales, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Oakland, California, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Oslo, Oslo, Norway.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Ottawa, Ontario, Canada.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Pacific Grove, California, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Paris, Ãle-de-France, France.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Portland, Oregon, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Porto, Norte, Portugal.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Prague, Prague, Czech Republic.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Puglia, Puglia, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Quebec City, Quebec, Canada.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Rhode Island, Rhode Island, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Riga, Riga, Latvia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Rio de Janeiro, Rio de Janeiro, Brazil.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Rochester, New York, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Rome, Lazio, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Rotterdam, South Holland, The Netherlands.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Salem, OR, Oregon, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\San Diego, California, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\San Francisco, California, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\San Mateo County, California, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Santa Clara County, California, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Santa Cruz County, California, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Santiago, RegiÃ³n Metropolitana de Santiago, Chile.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Seattle, Washington, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Shanghai, Shanghai, China.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Sicily, Sicilia, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Singapore, Singapore, Singapore.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\South Aegean, South Aegean, Greece.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Sunshine Coast, Queensland, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Sydney, New South Wales, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Taipei, Northern Taiwan, Taiwan.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Tasmania, Tasmania, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\The Hague, South Holland, The Netherlands.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Thessaloniki, Central Macedonia, Greece.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Toronto, Ontario, Canada.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Twin Cities MSA, Minnesota, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Valencia, Valencia, Spain.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vancouver, British Columbia, Canada.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vaud, Vaud, Switzerland.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Venice, Veneto, Italy.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Victoria, British Columbia, Canada.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Vienna, Vienna, Austria.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Washington, D.C., District of Columbia, United States.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Western Australia, Western Australia, Australia.csv\n",
      "Deleted: c:\\Users\\Nel\\Documents\\GitHub\\GlobalStay\\House_listings\\Winnipeg, Manitoba, Canada.csv\n",
      "All individual CSV files have been deleted.\n"
     ]
    }
   ],
   "source": [
    "# Next is to join all the csv files into 1 file and delete all to individual ones\n",
    "\n",
    "# Step 4: Merge all CSV files into one\n",
    "merged_file_path = os.path.join(new_folder_path, \"merged_airbnb_listings.csv\")\n",
    "\n",
    "csv_files = glob.glob(os.path.join(new_folder_path, \"*.csv\"))\n",
    "\n",
    "# Read and concatenate all CSVs into one DataFrame\n",
    "merged_df = pd.concat([pd.read_csv(f) for f in csv_files], ignore_index=True)\n",
    "\n",
    "# Save merged DataFrame as a new CSV file\n",
    "merged_df.to_csv(merged_file_path, index=False)\n",
    "print(f\"Merged CSV saved as: {merged_file_path}\")\n",
    "\n",
    "# Step 5: Delete all individual CSV files except the merged one\n",
    "for file in csv_files:\n",
    "    if file != merged_file_path:\n",
    "        os.remove(file)\n",
    "        print(f\"Deleted: {file}\")\n",
    "\n",
    "print(\"All individual CSV files have been deleted.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "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>id</th>\n",
       "      <th>name</th>\n",
       "      <th>host_id</th>\n",
       "      <th>host_name</th>\n",
       "      <th>neighbourhood_group</th>\n",
       "      <th>neighbourhood</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>room_type</th>\n",
       "      <th>price</th>\n",
       "      <th>minimum_nights</th>\n",
       "      <th>number_of_reviews</th>\n",
       "      <th>last_review</th>\n",
       "      <th>reviews_per_month</th>\n",
       "      <th>calculated_host_listings_count</th>\n",
       "      <th>availability_365</th>\n",
       "      <th>number_of_reviews_ltm</th>\n",
       "      <th>license</th>\n",
       "      <th>country</th>\n",
       "      <th>currency</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2992450</td>\n",
       "      <td>Luxury 2 bedroom apartment</td>\n",
       "      <td>4621559</td>\n",
       "      <td>Kenneth</td>\n",
       "      <td>NaN</td>\n",
       "      <td>THIRD WARD</td>\n",
       "      <td>42.657890</td>\n",
       "      <td>-73.753700</td>\n",
       "      <td>Entire home/apt</td>\n",
       "      <td>70.0</td>\n",
       "      <td>28</td>\n",
       "      <td>9</td>\n",
       "      <td>2022-08-17</td>\n",
       "      <td>0.07</td>\n",
       "      <td>1</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Albany, New York, United States</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3820211</td>\n",
       "      <td>Restored Precinct in Center Sq. w/Parking</td>\n",
       "      <td>19648678</td>\n",
       "      <td>Terra</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SIXTH WARD</td>\n",
       "      <td>42.652220</td>\n",
       "      <td>-73.767240</td>\n",
       "      <td>Entire home/apt</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>306</td>\n",
       "      <td>2024-10-14</td>\n",
       "      <td>2.46</td>\n",
       "      <td>4</td>\n",
       "      <td>363</td>\n",
       "      <td>17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Albany, New York, United States</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>5651579</td>\n",
       "      <td>Large studio apt  by Capital Center &amp; ESP@</td>\n",
       "      <td>29288920</td>\n",
       "      <td>Gregg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SECOND WARD</td>\n",
       "      <td>42.646150</td>\n",
       "      <td>-73.759660</td>\n",
       "      <td>Entire home/apt</td>\n",
       "      <td>75.0</td>\n",
       "      <td>2</td>\n",
       "      <td>370</td>\n",
       "      <td>2024-10-28</td>\n",
       "      <td>3.20</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Albany, New York, United States</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>6623339</td>\n",
       "      <td>Center Sq. Loft in Converted Precinct w/ Parking</td>\n",
       "      <td>19648678</td>\n",
       "      <td>Terra</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SIXTH WARD</td>\n",
       "      <td>42.652220</td>\n",
       "      <td>-73.767240</td>\n",
       "      <td>Entire home/apt</td>\n",
       "      <td>117.0</td>\n",
       "      <td>2</td>\n",
       "      <td>328</td>\n",
       "      <td>2024-07-31</td>\n",
       "      <td>2.86</td>\n",
       "      <td>4</td>\n",
       "      <td>339</td>\n",
       "      <td>25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Albany, New York, United States</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>9005989</td>\n",
       "      <td>Studio in The heart of Center SQ, in Albany NY</td>\n",
       "      <td>17766924</td>\n",
       "      <td>Sugey</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SIXTH WARD</td>\n",
       "      <td>42.655590</td>\n",
       "      <td>-73.765060</td>\n",
       "      <td>Entire home/apt</td>\n",
       "      <td>85.0</td>\n",
       "      <td>1</td>\n",
       "      <td>599</td>\n",
       "      <td>2024-11-03</td>\n",
       "      <td>5.96</td>\n",
       "      <td>1</td>\n",
       "      <td>357</td>\n",
       "      <td>28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Albany, New York, United States</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1475473</th>\n",
       "      <td>1242893953865389235</td>\n",
       "      <td>Homey Basement Hideaway|UofM|Pembina Highway|S...</td>\n",
       "      <td>530692914</td>\n",
       "      <td>Simran</td>\n",
       "      <td>NaN</td>\n",
       "      <td>St. Norbert - Seine River</td>\n",
       "      <td>49.788183</td>\n",
       "      <td>-97.150370</td>\n",
       "      <td>Private room</td>\n",
       "      <td>57.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12</td>\n",
       "      <td>365</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zurich, ZÃ¼rich, Switzerland</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1475474</th>\n",
       "      <td>1243067617932462639</td>\n",
       "      <td>Cozy 2BR in Downtown w/Free Parking &amp; Fast WiFi</td>\n",
       "      <td>651379005</td>\n",
       "      <td>Mustafa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Point Douglas</td>\n",
       "      <td>49.897956</td>\n",
       "      <td>-97.134434</td>\n",
       "      <td>Entire home/apt</td>\n",
       "      <td>146.0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>352</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zurich, ZÃ¼rich, Switzerland</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1475475</th>\n",
       "      <td>1243543802370649047</td>\n",
       "      <td>A private room next to UoM</td>\n",
       "      <td>107708546</td>\n",
       "      <td>Yubin</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Waverley West</td>\n",
       "      <td>49.816382</td>\n",
       "      <td>-97.145140</td>\n",
       "      <td>Private room</td>\n",
       "      <td>64.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>365</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zurich, ZÃ¼rich, Switzerland</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1475476</th>\n",
       "      <td>1243829804424136830</td>\n",
       "      <td>Room in Winnipeg</td>\n",
       "      <td>593318770</td>\n",
       "      <td>Marguerite</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mynarski</td>\n",
       "      <td>49.920861</td>\n",
       "      <td>-97.132599</td>\n",
       "      <td>Private room</td>\n",
       "      <td>65.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>365</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zurich, ZÃ¼rich, Switzerland</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1475477</th>\n",
       "      <td>1243861120792233071</td>\n",
       "      <td>Room in Winnipeg</td>\n",
       "      <td>593318770</td>\n",
       "      <td>Marguerite</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mynarski</td>\n",
       "      <td>49.920861</td>\n",
       "      <td>-97.132599</td>\n",
       "      <td>Private room</td>\n",
       "      <td>65.0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>365</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zurich, ZÃ¼rich, Switzerland</td>\n",
       "      <td>unknown</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1475478 rows × 20 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          id  \\\n",
       "0                    2992450   \n",
       "1                    3820211   \n",
       "2                    5651579   \n",
       "3                    6623339   \n",
       "4                    9005989   \n",
       "...                      ...   \n",
       "1475473  1242893953865389235   \n",
       "1475474  1243067617932462639   \n",
       "1475475  1243543802370649047   \n",
       "1475476  1243829804424136830   \n",
       "1475477  1243861120792233071   \n",
       "\n",
       "                                                      name    host_id  \\\n",
       "0                               Luxury 2 bedroom apartment    4621559   \n",
       "1                Restored Precinct in Center Sq. w/Parking   19648678   \n",
       "2               Large studio apt  by Capital Center & ESP@   29288920   \n",
       "3         Center Sq. Loft in Converted Precinct w/ Parking   19648678   \n",
       "4           Studio in The heart of Center SQ, in Albany NY   17766924   \n",
       "...                                                    ...        ...   \n",
       "1475473  Homey Basement Hideaway|UofM|Pembina Highway|S...  530692914   \n",
       "1475474    Cozy 2BR in Downtown w/Free Parking & Fast WiFi  651379005   \n",
       "1475475                         A private room next to UoM  107708546   \n",
       "1475476                                   Room in Winnipeg  593318770   \n",
       "1475477                                   Room in Winnipeg  593318770   \n",
       "\n",
       "          host_name neighbourhood_group              neighbourhood   latitude  \\\n",
       "0           Kenneth                 NaN                 THIRD WARD  42.657890   \n",
       "1             Terra                 NaN                 SIXTH WARD  42.652220   \n",
       "2             Gregg                 NaN                SECOND WARD  42.646150   \n",
       "3             Terra                 NaN                 SIXTH WARD  42.652220   \n",
       "4             Sugey                 NaN                 SIXTH WARD  42.655590   \n",
       "...             ...                 ...                        ...        ...   \n",
       "1475473      Simran                 NaN  St. Norbert - Seine River  49.788183   \n",
       "1475474     Mustafa                 NaN              Point Douglas  49.897956   \n",
       "1475475       Yubin                 NaN              Waverley West  49.816382   \n",
       "1475476  Marguerite                 NaN                   Mynarski  49.920861   \n",
       "1475477  Marguerite                 NaN                   Mynarski  49.920861   \n",
       "\n",
       "         longitude        room_type  price minimum_nights number_of_reviews  \\\n",
       "0       -73.753700  Entire home/apt   70.0             28                 9   \n",
       "1       -73.767240  Entire home/apt    NaN              2               306   \n",
       "2       -73.759660  Entire home/apt   75.0              2               370   \n",
       "3       -73.767240  Entire home/apt  117.0              2               328   \n",
       "4       -73.765060  Entire home/apt   85.0              1               599   \n",
       "...            ...              ...    ...            ...               ...   \n",
       "1475473 -97.150370     Private room   57.0              1                 0   \n",
       "1475474 -97.134434  Entire home/apt  146.0              3                 0   \n",
       "1475475 -97.145140     Private room   64.0              1                 0   \n",
       "1475476 -97.132599     Private room   65.0              1                 0   \n",
       "1475477 -97.132599     Private room   65.0              3                 0   \n",
       "\n",
       "        last_review  reviews_per_month calculated_host_listings_count  \\\n",
       "0        2022-08-17               0.07                              1   \n",
       "1        2024-10-14               2.46                              4   \n",
       "2        2024-10-28               3.20                              2   \n",
       "3        2024-07-31               2.86                              4   \n",
       "4        2024-11-03               5.96                              1   \n",
       "...             ...                ...                            ...   \n",
       "1475473         NaN                NaN                             12   \n",
       "1475474         NaN                NaN                              1   \n",
       "1475475         NaN                NaN                              4   \n",
       "1475476         NaN                NaN                              2   \n",
       "1475477         NaN                NaN                              2   \n",
       "\n",
       "        availability_365 number_of_reviews_ltm license  \\\n",
       "0                    219                     0     NaN   \n",
       "1                    363                    17     NaN   \n",
       "2                     21                    40     NaN   \n",
       "3                    339                    25     NaN   \n",
       "4                    357                    28     NaN   \n",
       "...                  ...                   ...     ...   \n",
       "1475473              365                     0     NaN   \n",
       "1475474              352                     0     NaN   \n",
       "1475475              365                     0     NaN   \n",
       "1475476              365                     0     NaN   \n",
       "1475477              365                     0     NaN   \n",
       "\n",
       "                                 country currency  \n",
       "0        Albany, New York, United States  unknown  \n",
       "1        Albany, New York, United States  unknown  \n",
       "2        Albany, New York, United States  unknown  \n",
       "3        Albany, New York, United States  unknown  \n",
       "4        Albany, New York, United States  unknown  \n",
       "...                                  ...      ...  \n",
       "1475473     Zurich, ZÃ¼rich, Switzerland  unknown  \n",
       "1475474     Zurich, ZÃ¼rich, Switzerland  unknown  \n",
       "1475475     Zurich, ZÃ¼rich, Switzerland  unknown  \n",
       "1475476     Zurich, ZÃ¼rich, Switzerland  unknown  \n",
       "1475477     Zurich, ZÃ¼rich, Switzerland  unknown  \n",
       "\n",
       "[1475478 rows x 20 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged_df"
   ]
  }
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