PornHubPerCountry

Comparing keywords used on video titles per country using TF-IDF.

Keywords extraction code is mostly taken from Kavita Ganesan post.

Requirements

• python 3

• python libraries (Try something like: pip install -r requirements.txt)

• jupyter lab or jupyter notebook

Usage

The code and further details are in the pornhub_keywords.ipynb notebook. You can run it with jupyter lab or remotely using google colab.

Results

Results are at pornhub_keywords_per_country.csv

country	keyword_0	keyword_1	keyword_2	keyword_3	keyword_4	keyword_5	keyword_6	keyword_7	keyword_8	keyword_9	keyword_10	keyword_11	keyword_12	keyword_13	keyword_14
AR	argentina	jordi	enp	flower	babes	fifa	ending	spanish	happy	seduction	argentinian	asshole	mk	khalifa	whore
AT	german	lucy	cat	anal	public	devil	or	tiny	surprise	angel	solo	cosplay	gorgeous	wet	stranger
AU	farrah	asian	bestie	abraham	window	girlsoutwest	australian	aussie	time	girlcum	fanboy	catches	realtor	games	bff
BE	french	solo	reverse	cosplay	tori	sacha	caprice	belgian	tiny	see	realtor	teenmegaworld	sleep	bounce	anya
BG	bg	bulgarian	solo	peta	jensen	tiny	cosplay	yako	varti	trial	tames	sweetly	suzi	stubborn	shake
BR	anal	maru	dread	brazilian	vox	skylar	karv	chi	brazil	stella	raee	portuguese	joi	omg	free
CA	farrah	asian	tiny	bestie	abraham	biggest	realtor	orgasms	janice	griffith	daughterswap	fps	dared	exxxtrasmall	surprising
CH	sloppy	deepthroat	swallow	facial	gagging	blowjob	solo	wet	slap	deepest	head	facialized	glasses	masturbation	cosplay
CL	jordi	enp	khalifa	ending	teencurves	latina	gameplay	fifa	happy	chilean	stella	bangbros	booty	raee	mk
CZ	publicagent	czech	public	agent	car	glory	hole	paid	swap	bridge	cash	solo	ever	cosplay	wanker
DE	german	lucy	cat	anal	public	witch	devil	have	everything	or	angel	that	train	vacation	ever
DK	danish	nickie	jennie	try	tiny	slut	scumbag	templates	rider	naturals	marie	darla	compulsion	camilla	assaults
EG	egyptian	arab	arabic	fire	sixs	nick	asw	translator	shemales	egyption	sweetest	nation	iraqi	hooker	hijab
ES	jordi	enp	spanish	polla	niño	el	canarias	gameplay	ending	happy	yo	cumshot	taste	fifa	time
FI	thick	solo	cosplay	aniston	cums	swallows	massage	teenie	run	puma	moore	finnish	angie	time	biggest
FR	french	sextwoo	beurette	story	tv	show	nikita	france	episode	who	reality	anal	holes	bellucci	talk
GB	faketaxi	femalefaketaxi	fit	gone	price	pays	moncler	fur	dogging	cracking	chav	cabbie	arse	daughters	biggest
GR	greek	sugarbabestv	inna	homemade	innaki	anal	cries	adriana	khalifa	bangbros	trio	summer	sugarbabest	spied	sirina
HR	croatian	sa	nofacegirl	alexa	latina	bangbros	arab	srbija	skole	serbian	serbia	receives	razbija	principal	prima
HU	hungarian	vv	vilag	publicagent	car	tiny	nofacegirl	valotarasak	valog	valo	sound	sexstar	retro	restaurant	radics
IE	femalefaketaxi	irish	driver	farrah	faketaxi	surprise	bends	gone	abraham	soak	players	juices	gaa	dublin	vacation
IL	israeli	israel	gorgeous	זרמון	דנה	zermon	tel	stunner	soon	slurps	prone	possible	obsession	mylf	kibutz
IN	indian	desi	bhabhi	xxx	hindi	leone	bollywood	chudai	aunty	sunny	ki	honeymoon	audio	mms	muslim
IT	italian	please	rocco	malena	dialogue	crying	belen	painful	rodriguez	nephew	anal	extremely	cumshots	khalifa	biggest
JP	japanese	jav	seen	fc	idol	uncensored	shaved	vol	ppv	cutie	caribbean	seed	satomi	san	ppv_
KR	korean	bj	korea	chinese	japanese	tumblr	neat	golf	scenes	lee	jav	neul	jung	ha	domestic
MA	moroccan	arab	fire	booty	sixs	asw	latina	teencurves	bangbros	egyptian	anal	pawg	star	lela	muse
MX	mexican	jordi	khalifa	taste	enp	teencurves	latina	bangbros	booty	mk	star	lela	polla	niño	el
NL	penetration	gangbang	eden	bobbi	insane	biggest	too	offers	knows	helping	happened	four	blackedraw	have	diamond
NO	norwegian	aniston	massage	triana_iglesias	norway	leona	jens	form	leolulu	biggest	nicole	turns	too	tiny	skinned
NZ	farrah	can	who	pervy	cums	cfnmteens	abraham	tied	thottie	nubile	cuddle	daughters	wanted	three	shortest
PK	indian	desi	pakistani	leone	muslim	xxx	hindi	bollywood	story	paki	bhabhi	hotel	sunny	thirsty	honeymoon
PL	tiny	service	gorgeous	pump	polish	max	jar	hell	too	guests	mouth	before	small	daughterswap	brothers
PT	watermelon	diana	portuguese	portugal	melancia	cu	khalifa	anal	hotgold	casting	style	tuga	revealed	doggy	doggystyle
RO	romanian	alina	khalifa	bangbros	nofacegirl	shaven	sassy	plugaru	playboy	passion	naked	mantea	gags	domeniuporno	andreea
RS	serbian	serbia	sa	nevena	we	bangbros	been	neighbor	play	service	star	lela	zrenjanin	zemun	worker
RU	sara	blowjob	russian	boom	mimi	anal	handjob	cumshot	vivienne	jerzy	hannah	edging	doggystyle	moon	lilu
SE	swedish	lustgården	lundell	jonna	cd	homemade	scumbag	tila	stockholm	ffm	cheetah	charlotta	amandla	leolulu	biggest
SK	publicagent	public	czech	agent	car	swap	bridge	cash	paid	katrin	woods	women	tourist	tequila	stood
UA	russian	anal	belleniko	mini	diva	time	cumshot	other	mihanika	throbbing	cums	nofacegirl	each	schoolgirl	virginity
US	farrah	latina	teencurves	bangbros	booty	exxxtrasmall	cfnmteens	abraham	out	swallows	vanessa	thought	tease	selling	nikko