diff --git a/cleaned_file.tsv b/cleaned_file.tsv
new file mode 100644
index 00000000..e69de29b
diff --git a/convert-bundle.sh b/convert-bundle.sh
new file mode 100755
index 00000000..5d9c2290
--- /dev/null
+++ b/convert-bundle.sh
@@ -0,0 +1,20 @@
+#!/bin/bash
+
+curl -O https://s3.amazonaws.com/ds2002-resources/labs/lab3-bundle.tar.gz
+
+
+tar -xzf lab3-bundle.tar.gz
+
+
+awk '!/^[[:space:]]*$/' myfile.tsv > cleaned_file.tsv
+
+
+tr '\t' ',' < cleaned_file.tsv > myfile.csv
+
+
+line_count=$(tail -n +2 myfile.csv | wc -l)
+echo "Number of rows of data is:  $line_count"
+
+tar -czf converted-archive.tar.gz myfile.csv
+
+
diff --git a/converted-archive.tar.gz b/converted-archive.tar.gz
new file mode 100644
index 00000000..48867fb2
Binary files /dev/null and b/converted-archive.tar.gz differ
diff --git a/lab3-bundle.tar.gz b/lab3-bundle.tar.gz
new file mode 100644
index 00000000..64e46d79
Binary files /dev/null and b/lab3-bundle.tar.gz differ
diff --git a/lab3_data.tsv b/lab3_data.tsv
new file mode 100644
index 00000000..6f2f3992
--- /dev/null
+++ b/lab3_data.tsv
@@ -0,0 +1,102 @@
+practice [main]$ cat 03-cleaning/mock_data.tsv 
+id	first_name	last_name	email	ip_address	dob
+1	Evelyn	Brockhurst	ebrockhurst0@bing.com	40.101.189.143	04/02/1987
+2	Carmelina	Euler	ceuler1@washington.edu	82.222.180.187	10/17/1980
+3	Collin	Pealing	cpealing2@gnu.org	199.153.193.195	03/24/1985
+4	Jaquenette	Nan Carrow	jnancarrow3@xinhuanet.com	116.16.126.137	08/25/1980
+5	Malory	Bramham	mbramham4@g.co	4.255.16.78	11/23/1991
+6	Bald	Sheer	bsheer5@moonfruit.com	109.203.212.215	08/13/1984
+7	Augy	Skippings	askippings6@gizmodo.com	15.8.139.132	07/10/1984
+8	Keenan	Trebbett	ktrebbett7@github.com	119.158.185.199	02/22/1982
+9	Verge	Colbourne	vcolbourne8@lycos.com	140.130.58.7	09/13/1987
+10	Weider	Soans	wsoans9@nhs.uk	64.217.202.186	06/28/1998
+11	Codie	Scorey	cscoreya@ifeng.com	113.13.237.94	10/27/1986
+12	Flori	Palatini	fpalatinib@dailymail.co.uk	133.188.164.70	06/29/1988
+13	Susana	Raven	sravenc@rediff.com	93.26.138.131	04/07/1996
+14	Adel	Lamswood	alamswoodd@noaa.gov	65.72.181.133	09/29/1983
+15	Kit	Surcombe	ksurcombee@creativecommons.org	200.86.225.239	03/21/1983
+16	Julian	St Leger	jstlegerf@barnesandnoble.com	20.150.228.198	09/24/1992
+17	Selena	Elix	selixg@wikispaces.com	49.130.236.99	12/02/1991
+18	Rorke	Richichi	rrichichih@gov.uk	223.19.109.23	04/13/1996
+
+20	Vittoria	Dack	vdackj@techcrunch.com	52.75.120.100	06/20/1994
+21	Brody	Riggott	briggottk@berkeley.edu	180.117.7.142	05/23/1997
+22	Glynn	Toovey	gtooveyl@cnet.com	22.78.230.190	04/25/1986
+23	Drusy	Lembcke	dlembckem@go.com	50.233.112.213	07/10/1992
+24	Adan	Elph	aelphn@icio.us	217.74.174.210	02/26/1993
+25	D'arcy	Newiss	dnewisso@prnewswire.com	67.230.17.235	06/28/1986
+26	Aveline	Bridgewood	abridgewoodp@ask.com	124.67.167.20	12/17/1994
+27	Neilla	Ommanney	nommanneyq@about.me	216.228.194.96	11/06/1987
+28	Letty	O'Brien	lobrienr@sitemeter.com	92.108.176.181	03/23/1998
+29	Laney	Mearns	lmearnss@unicef.org	80.187.167.67	12/22/1999
+30	Kermie	Trevain	ktrevaint@desdev.cn	147.39.49.115	02/10/1991
+31	Alice	Pleasance	apleasanceu@angelfire.com	170.83.241.188	02/02/1999
+32	Ellissa	Vockings	evockingsv@spiegel.de	82.189.241.229	05/08/1981
+33	Brandyn	Tace	btacew@miitbeian.gov.cn	177.213.56.112	06/04/1981
+34	Jennica	Mussard	jmussardx@yolasite.com	248.122.107.88	06/10/1988
+35	Malvin	Richfield	mrichfieldy@usnews.com	231.162.252.234	09/08/1993
+36	Dorette	Matzl	dmatzlz@mit.edu	253.233.237.164	09/10/1991
+37	Dannie	Rayworth	drayworth10@bbb.org	227.215.252.119	06/30/1984
+38	Kristofer	Dering	kdering11@zimbio.com	200.222.214.216	08/20/1990
+39	Hewe	Bozier	hbozier12@ehow.com	162.37.14.107	10/18/1991
+40	Hildagard	Twomey	htwomey13@about.com	249.31.215.101	10/16/1995
+41	Filip	Greveson	fgreveson14@mit.edu	194.164.255.182	06/26/1998
+42	Harcourt	Mounce	hmounce15@microsoft.com	112.86.245.144	04/04/1983
+43	Ofilia	Brearty	obrearty16@bing.com	162.11.119.21	12/01/2000
+44	Barnaby	O'Docherty	bodocherty17@angelfire.com	141.177.51.203	08/28/1983
+45	Kliment	Arbor	karbor18@weibo.com	41.172.124.123	08/18/1993
+46	Clara	Kantor	ckantor19@gmpg.org	166.174.201.185	06/26/1992
+47	Judye	Bour	jbour1a@examiner.com	243.64.205.174	06/08/1986
+48	Cairistiona	Andriolli	candriolli1b@scientificamerican.com	134.137.231.40	08/01/1983
+49	Christophe	Curror	ccurror1c@storify.com	188.108.186.85	06/18/1981
+50	Yankee	Lind	ylind1d@ocn.ne.jp	229.75.126.48	10/24/1998
+51	Park	Boshers	pboshers1e@blogtalkradio.com	214.180.127.83	04/21/1995
+52	Zachariah	Honisch	zhonisch1f@ebay.co.uk	99.231.100.144	07/18/1990
+53	Janice	MacNeice	jmacneice1g@istockphoto.com	30.254.111.172	07/01/1981
+54	Chaim	Creedland	ccreedland1h@ibm.com	30.228.94.43	09/07/1994
+55	Isabel	Keeves	ikeeves1i@cam.ac.uk	54.148.82.180	04/15/1992
+56	Kale	Grundle	kgrundle1j@reddit.com	177.111.133.24	03/24/1986
+57	Ulick	Caldicot	ucaldicot1k@blogspot.com	222.82.249.33	04/13/1982
+58	Raye	McHan	rmchan1l@discuz.net	254.183.160.196	02/07/1995
+59	Clair	Bracken	cbracken1m@mlb.com	49.227.205.10	04/12/1983
+60	Rebe	Killigrew	rkilligrew1n@digg.com	111.143.117.213	03/08/1981
+61	Dorene	Muscat	dmuscat1o@blogger.com	221.135.34.120	02/11/1991
+62	Virgil	Simanenko	vsimanenko1p@bloomberg.com	15.225.157.64	10/10/1980
+63	Fidole	Norkett	fnorkett1q@gmpg.org	16.241.104.94	06/23/1981
+64	Annissa	Barnfield	abarnfield1r@shutterfly.com	197.48.176.149	07/03/1985
+
+
+67	Jamesy	Planque	jplanque1u@usgs.gov	80.152.71.117	05/08/1997
+68	Damiano	Benardeau	dbenardeau1v@japanpost.jp	237.225.77.130	06/30/1985
+69	Cherri	McDougald	cmcdougald1w@toplist.cz	174.10.130.106	05/24/1990
+70	Alick	Tzarkov	atzarkov1x@nationalgeographic.com	111.161.176.87	09/11/1983
+71	Milly	Wessing	mwessing1y@hostgator.com	87.210.64.18	02/07/2000
+72	Elinor	Orwell	eorwell1z@ibm.com	78.202.193.7	02/16/1995
+73	Seana	Sommerville	ssommerville20@tiny.cc	90.66.11.112	04/09/1983
+74	Drusilla	Friedenbach	dfriedenbach21@walmart.com	249.112.143.190	10/30/1995
+75	Saw	Sonnenschein	ssonnenschein22@wisc.edu	158.152.13.68	08/05/1982
+76	Chelsy	Hughlin	chughlin23@printfriendly.com	78.172.147.158	11/30/2000
+77	Talia	Almack	talmack24@sourceforge.net	87.197.17.215	04/17/1990
+78	Lotte	Dewdeny	ldewdeny25@dropbox.com	89.39.25.234	03/07/1987
+79	Alonzo	St Ledger	astledger26@so-net.ne.jp	18.38.99.31	01/12/1993
+80	Willa	Hardaway	whardaway27@harvard.edu	205.112.253.142	11/17/1985
+81	Sibeal	Bowld	sbowld28@facebook.com	67.149.175.113	10/08/1990
+82	Sondra	Issacoff	sissacoff29@webs.com	114.179.25.96	08/14/1995
+83	Silvano	Juschke	sjuschke2a@homestead.com	240.165.154.75	07/30/1998
+84	Cole	Kindle	ckindle2b@dot.gov	240.254.220.145	04/01/1991
+85	Doe	Whines	dwhines2c@adobe.com	121.175.83.74	08/13/1988
+86	Travus	Kneath	tkneath2d@sbwire.com	238.162.86.215	11/24/1994
+
+88	Basil	St. Ledger	bstledger2f@imgur.com	196.72.84.51	04/10/1997
+89	Janeczka	Skipperbottom	jskipperbottom2g@state.tx.us	71.11.240.157	04/15/1997
+90	Robenia	Verma	rverma2h@cnn.com	220.86.10.16	05/21/1993
+91	Stafani	McCart	smccart2i@google.com.au	176.23.39.157	04/05/1994
+92	Danyette	Mirfin	dmirfin2j@ihg.com	236.106.32.75	04/05/1999
+93	Heddi	Boddam	hboddam2k@shinystat.com	88.15.204.74	07/08/1985
+94	Sheelagh	Karlmann	skarlmann2l@weebly.com	171.193.253.225	04/30/1994
+95	Lela	Willows	lwillows2m@usgs.gov	165.134.215.107	04/15/1980
+96	Celene	Alyutin	calyutin2n@time.com	1.97.67.151	05/13/1996
+97	Ursa	Werendell	uwerendell2o@infoseek.co.jp	166.82.77.63	07/05/1987
+98	Anny	Jekyll	ajekyll2p@skype.com	234.231.87.6	11/10/1980
+99	Cyrillus	Happel	chappel2q@imageshack.us	224.103.26.159	04/21/1989
+100	Eulalie	Glynne	eglynne2r@desdev.cn	190.180.105.45	07/06/1998
diff --git a/madlib.sh b/madlib.sh
new file mode 100755
index 00000000..bb4bd641
--- /dev/null
+++ b/madlib.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+
+clear
+echo "Let's build a mad-lib!"
+
+
+
+read -p "1. Name an unusual sport: " NOUN1
+read -p "2. Give me a silly verb: " VERB1
+read -p "3. Name a famouse person: " NOUN2
+read -p "4. Give me an adjective: " ADJ1
+read -p "5. Name a place: " NOUN3
+read -p "6. Name a mode of travel: " NOUN4
+read -p "7. Give me an adverb (ending in -ly): " ADVERB1
+read -p "8. Name a plural noun of a group of people: " NOUN5
+
+clear
+
+echo "-----------------------------------------------------------------------------------------------------"
+
+echo "My best friend peter loves to play a sport called $NOUN1. One day, he came across one of the
+best players in the sport, $NOUN2. Peter was able to talk to him and they ended up hitting it off. $NO$
+so facinated by Peter and his story that he invited him to go $VERB1 this upcomming weekend. And so th$
+Peter travel through $NOUN4 to $NOUN2 's house which is located just outside $NOUN3. The day went $ADV$
+midnight peter as he was entering back into his home was surprized by $NOUN5 who all sang happy birthd$
+is the best week ever" said Peter. And so Peter $VERB1 all night and lived happly ever after. THE END
+
+echo "-----------------------------------------------------------------------------------------------------"
diff --git a/my-work/babymemegif b/my-work/babymemegif
new file mode 100644
index 00000000..53b4438b
Binary files /dev/null and b/my-work/babymemegif differ
diff --git a/my-work/jackjohnson b/my-work/jackjohnson
new file mode 100644
index 00000000..0a27297c
Binary files /dev/null and b/my-work/jackjohnson differ
diff --git a/my-work/lab3/convert-bundle.sh b/my-work/lab3/convert-bundle.sh
new file mode 100755
index 00000000..5d9c2290
--- /dev/null
+++ b/my-work/lab3/convert-bundle.sh
@@ -0,0 +1,20 @@
+#!/bin/bash
+
+curl -O https://s3.amazonaws.com/ds2002-resources/labs/lab3-bundle.tar.gz
+
+
+tar -xzf lab3-bundle.tar.gz
+
+
+awk '!/^[[:space:]]*$/' myfile.tsv > cleaned_file.tsv
+
+
+tr '\t' ',' < cleaned_file.tsv > myfile.csv
+
+
+line_count=$(tail -n +2 myfile.csv | wc -l)
+echo "Number of rows of data is:  $line_count"
+
+tar -czf converted-archive.tar.gz myfile.csv
+
+
diff --git a/my-work/lab3/github-events.py b/my-work/lab3/github-events.py
new file mode 100755
index 00000000..ad869374
--- /dev/null
+++ b/my-work/lab3/github-events.py
@@ -0,0 +1,17 @@
+#!/bin/python3
+
+import os
+import json
+import requests
+
+GHUSER = os.getenv('GITHUB_USER')
+
+url = 'https://api.github.com/users/{0}/events'.format(GHUSER)
+
+r = json.loads(requests.get(url).text)
+
+for x in r[:5]:
+  event = x['type'] + ' :: ' + x['repo']['name']
+  print(event)
+
+print(r)
diff --git a/my-work/lab3/madlib.sh b/my-work/lab3/madlib.sh
new file mode 100755
index 00000000..bb4bd641
--- /dev/null
+++ b/my-work/lab3/madlib.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+
+clear
+echo "Let's build a mad-lib!"
+
+
+
+read -p "1. Name an unusual sport: " NOUN1
+read -p "2. Give me a silly verb: " VERB1
+read -p "3. Name a famouse person: " NOUN2
+read -p "4. Give me an adjective: " ADJ1
+read -p "5. Name a place: " NOUN3
+read -p "6. Name a mode of travel: " NOUN4
+read -p "7. Give me an adverb (ending in -ly): " ADVERB1
+read -p "8. Name a plural noun of a group of people: " NOUN5
+
+clear
+
+echo "-----------------------------------------------------------------------------------------------------"
+
+echo "My best friend peter loves to play a sport called $NOUN1. One day, he came across one of the
+best players in the sport, $NOUN2. Peter was able to talk to him and they ended up hitting it off. $NO$
+so facinated by Peter and his story that he invited him to go $VERB1 this upcomming weekend. And so th$
+Peter travel through $NOUN4 to $NOUN2 's house which is located just outside $NOUN3. The day went $ADV$
+midnight peter as he was entering back into his home was surprized by $NOUN5 who all sang happy birthd$
+is the best week ever" said Peter. And so Peter $VERB1 all night and lived happly ever after. THE END
+
+echo "-----------------------------------------------------------------------------------------------------"
diff --git a/my-work/lab4bashscript b/my-work/lab4bashscript
new file mode 100644
index 00000000..88ab0c6f
--- /dev/null
+++ b/my-work/lab4bashscript
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+BUCKET_NAME="ds2022-epj7rf"
+
+FILE_PATH="jackjohnson"
+
+EXPIRE_TIME=604800
+
+aws s3 cp "$FILE_PATH" s3://"$BUCKET_NAME"/
+
+PRESIGNED_URL=$(aws s3 presign --expires-in $EXPIRE_TIME s3://"$BUCKET_NAME"/"$FILE_PATH")
+
+echo "Presigned URL: $PRESIGNED_URL"
diff --git a/my-work/lab4pythonscript b/my-work/lab4pythonscript
new file mode 100644
index 00000000..58843adf
--- /dev/null
+++ b/my-work/lab4pythonscript
@@ -0,0 +1,24 @@
+#!/usr/bin/python3
+
+import boto3
+
+#I got help from ChatGPT for this script, I got a little lost in trying to solve this
+
+
+bucket_name = 'ds2022-epj7rf'
+file_path = 'jackjohnson'
+expires_in = 604800
+
+s3 = boto3.client('s3')
+
+s3.upload_file(file_path, bucket_name, file_path)
+
+presigned_url = s3.generate_presigned_url(
+	'get_object',
+	Params={'Bucket': bucket_name, 'Key': file_path},
+	ExpiresIn=expires_in
+)
+
+print(f'Presigned URL: {presigned_url}')
+
+ 
diff --git a/myfile.csv b/myfile.csv
new file mode 100644
index 00000000..e69de29b