Datasets:

Abhay557
/

IndianPersona-1M

aadhaarNumber large_string	addressLine large_string	age int64	annualIncomeINR int64	areaType large_string	bankAccountNumber large_string	bankIFSC large_string	bankName large_string	bloodGroup large_string	bmi float64	caste large_string	cognitiveProfile_aptitudeScore int64	cognitiveProfile_digitalLiteracyScore int64	cognitiveProfile_financialLiteracyScore int64	cognitiveProfile_literacyScore int64	cognitiveProfile_numeracyScore int64	culturalProfile_academicOrientation int64	culturalProfile_agriculturalRootedness int64	culturalProfile_artisanTradition int64	culturalProfile_artisticInclination int64	culturalProfile_bureaucraticOrientation int64	culturalProfile_careerPreference large_string	culturalProfile_communityBonding int64	culturalProfile_entrepreneurialScore int64	culturalProfile_familyStructure large_string	culturalProfile_migrationTendency int64	culturalProfile_militaryTradition int64	culturalProfile_riskAppetite int64	culturalProfile_savingsOrientation int64	culturalProfile_socialActivism int64	dateOfBirth large_string	dietaryPreference large_string	disability large_string	district large_string	education large_string	educationDetails_competitiveExamPercentile null	educationDetails_fieldOfStudy null	educationDetails_institutionType large_string	educationDetails_mediumOfInstruction large_string	educationDetails_qualificationYear float64	educationTimeline large_string	email large_string	employmentSector large_string	fatherName large_string	firstName large_string	gender large_string	generator large_string	habits_alcoholUse large_string	habits_avgSleepHours float64	habits_chronotype large_string	habits_cooksAtHome bool	habits_exerciseFrequency large_string	habits_tobaccoUse large_string	hasInternetAccess bool	hasSmartphone bool	healthInsurance large_string	heightCm float64	householdAssets_bankingService bool	householdAssets_cookingFuel large_string	householdAssets_drinkingWaterSource large_string	householdAssets_hasBicycle bool	householdAssets_hasCar bool	householdAssets_hasComputer bool	householdAssets_hasPhone bool	householdAssets_hasRadioTransistor bool	householdAssets_hasScooter bool	householdAssets_hasTelevision bool	householdAssets_latrineFacility bool	householdAssets_lightingSource large_string	householdAssets_numberOfRooms int64	householdAssets_roofMaterial large_string	householdAssets_treatedWaterSource bool	householdAssets_wallMaterial large_string	householdSize int64	id large_string	interests_entertainment large_string	interests_musicPreference large_string	interests_petPreference large_string	interests_preferredSocialMedia large_string	interests_primarySport large_string	interests_readingHabit large_string	isMigrant bool	landOwnershipAcres float64	lastName large_string	locality large_string	maritalStatus large_string	migrationOriginState large_string	monthlyExpenditureINR int64	motherName large_string	motherTongue large_string	moviePreferences_anime bool	moviePreferences_animePreferences large_string	moviePreferences_favoriteAnimeTitles large_string	moviePreferences_favoriteLanguages large_string	moviePreferences_genres large_string	moviePreferences_primaryPlatform large_string	moviePreferences_watchFrequency large_string	numberOfChildren int64	occupation large_string	panNumber large_string	personalityTraits_communicationStyle large_string	personalityTraits_decisionStyle large_string	personalityTraits_socialBehavior large_string	personalityTraits_strengths large_string	personalityTraits_summary large_string	personalityTraits_traitLabels large_string	personalityTraits_weaknesses large_string	personality_agreeableness int64	personality_conscientiousness int64	personality_extraversion int64	personality_neuroticism int64	personality_openness int64	phoneNumber large_string	pinCode large_string	politicalLeaning large_string	probabilityMetrics_casteGivenContextProb float64	probabilityMetrics_educationProb float64	probabilityMetrics_jointProbability float64	probabilityMetrics_lastNameGivenCasteProb float64	probabilityMetrics_nationalReligionFreq float64	probabilityMetrics_occupationProb float64	probabilityMetrics_socialCategoryProb float64	probabilityMetrics_stateGivenReligionProb float64	rationCardType large_string	religion large_string	religiosity large_string	secondLanguage large_string	seed int64	socialCategory large_string	spouseName large_string	state large_string	stateCode large_string	synthetic bool	upiId large_string	usesSocialMedia bool	vehicleRegistration large_string	vehicleType large_string	voterIdNumber large_string	weightKg float64
322021433138	23, Near Primary School, Khagaria	52	14,000	rural	03444434431	SBIN0421244	State Bank of India	B+	25.6	Yadav	29	1	1	3	21	59	100	22	43	3	agriculture	57	3	joint_family	33	12	4	18	34	1974-06-04	non_vegetarian	none	Khagaria	illiterate	null	null	none	Hindi	null		parulahir111@gmail.com	self_employed	Rahul Ahir	Parul	female	indian-fakedata@2.0.4	none	9	early_riser	true	occasional	none	false	false	none	148.2	true	lpg	handpump	true	false	false	true	false	false	false	true	electricity	3	thatch	false	mud	1	43726165-3046-4335-9763-774032375055	Bollywood; TV Serials; Cricket Matches; News; Regional Cinema; Devotional Music	Bollywood	dogs	null	cricket	avid_reader	true	0	Ahir	Near Primary School	married	Maharashtra	1,000	Jainab Gowala	Hindi	false	null	null	Bhojpuri; Hindi	Thriller; Comedy	television	daily	6	agricultural_labourer	EJIPA0582C	polite_indirect	analytical	ambivert	prefers familiar routines; organized and punctual; compassionate and helpful	A balanced, adaptable person who is practical, disciplined and kind-hearted. With years of life experience, they feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	64	77	51	60	48	8622304042	800763	nationalist_right	0.240137	0.453629	0.000103	0.067114	0.803302	0.2	0.411664	0.087715	AAY	Hindu	very_religious	English	422,184,113	OBC	Mohit Ahir	Bihar	BR	true	null	false	null	none	BJI2221312	56.3
224012231035	135/D, Anaj Mandi, Aligarh	33	45,000	urban	33134304112	PUNB0130240	Punjab National Bank	B+	35.9	Rajput/Thakur	17	27	29	49	46	39	38	23	34	24	professional	51	11	nuclear_family	31	95	25	54	38	1993-03-12	vegetarian	none	Aligarh	primary	null	null	government	English	2,004	{"level": "primary", "stageName": "Primary School", "institutionName": "Government Primary School, Aligarh", "institutionType": "government", "boardOrUniversity": "UP Board", "startYear": 1998, "endYear": 2004, "status": "completed", "score": "71.6%"}	soniya.chandel@gmail.com	self_employed	Arjun Chandel	Soniya	female	indian-fakedata@2.0.4	none	7.8	early_riser	true	weekly	none	true	true	none	147.2	true	lpg	tap_treated	true	false	false	true	true	false	true	false	electricity	4	concrete	true	burnt_brick	3	33305523-0553-4310-9434-264767433233	Bollywood; TV Serials; News; YouTube; OTT/Netflix; Religious Programs; Devotional Music	Bollywood	fish	WhatsApp	cricket	avid_reader	true	0	Chandel	Anaj Mandi	married	Kerala	3,100	Nitu Singh	Hindi	true	Sports	Samurai Champloo; Yu Yu Hakusho	Bhojpuri; Hindi	Romance; Comedy	ott	weekly	0	agricultural_labourer	IMEPC3938U	polite_indirect	analytical	ambivert	prefers familiar routines; organized and punctual; compassionate and helpful	A balanced, adaptable person who is practical, disciplined and kind-hearted. They feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; composed	can seem emotionally distant; hesitant in large groups; perfectionist, can be rigid	87	71	52	40	32	8114321202	201925	nationalist_right	0.095238	0.115789	0.000015	0.064865	0.803302	0.18	0.339286	0.141574	BPL	Hindu	very_religious	null	422,184,113	General	Sudhir Chandel	Uttar Pradesh	UP	true	8114321202@oksbi	true	UP 11 KL 2629	two_wheeler	UPR3222233	77.7
423210134313	192, Near Railway Station, Bareilly	11	10,000	rural	11332331413	SBIN0233041	State Bank of India	B+	15	Tyagi	1	15	4	14	12	28	33	23	13	49	business_trade	52	45	nuclear_family	45	26	28	35	25	2015-06-05	vegan	none	Bareilly	illiterate	null	null	none	English	null		komal.kumari@gmail.com	student	Aakash Kumari	Komal	female	indian-fakedata@2.0.4	none	7.1	early_riser	true	occasional	none	false	false	pmjay	149.6	false	firewood	tap_untreated	true	false	false	true	true	false	false	false	electricity	1	thatch	true	burnt_brick	2	63407504-7403-4776-8260-620203015047	Bollywood; TV Serials; Cricket Matches; Religious Programs; Devotional Music	Bollywood	dogs	null	cricket	non_reader	true	0	Kumari	Near Railway Station	never_married	Assam	1,000	Punam Devi	Hindi	false	null	null	Bhojpuri; Hindi	Romance; Drama	television	weekly	0	non_worker		polite_indirect	family_consulting	ambivert	prefers familiar routines; adapts to change quickly; compassionate and helpful	A balanced, adaptable person who is practical, easy-going and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; introspective; kind-hearted; composed	can seem emotionally distant; hesitant in large groups; procrastinates under pressure	62	36	51	29	38	8102301010	205334	nationalist_right	0.017857	0.425101	0.000037	0.357143	0.803302	0.12	0.339286	0.141574	AAY	Hindu	very_religious	English	422,184,113	General	null	Uttar Pradesh	UP	true	null	false	null	none		33.6
233430023124	190, Village Main Road, Gwalior	12	13,000	rural	44312111211	BARB0140223	Bank of Baroda	B+	15	Lodhi	11	40	1	1	12	13	90	12	14	39	business_trade	38	43	joint_family	41	8	28	45	38	2014-04-08	vegetarian	none	Gwalior	illiterate	null	null	none	English	null		artikumari448@gmail.com	student	Sahid Kumari	Arti	female	indian-fakedata@2.0.4	none	7.1	early_riser	true	occasional	none	false	true	pmjay	143	true	lpg	handpump	true	false	true	true	true	false	false	false	electricity	1	thatch	true	mud	1	44133363-0705-4676-9153-106142272332	Bollywood; TV Serials; YouTube; Regional Cinema; Gaming; Devotional Music	Bollywood	dogs	null	cricket	rare	true	0	Kumari	Village Main Road	never_married	Bihar	1,000	Ganga Devi	Hindi	false	null	null	Hindi	Drama; Comedy	television	weekly	0	non_worker		polite_indirect	analytical	ambivert	prefers familiar routines; organized and punctual; compassionate and helpful	A balanced, adaptable person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	70	75	42	68	27	7404212141	463980	nationalist_right	0.090909	0.404858	0.000131	0.357143	0.803302	0.18	0.327273	0.069055	AAY	Hindu	very_religious	English	422,184,113	OBC	null	Madhya Pradesh	MP	true	7404212141@paytm	false	null	none		30.6
203204004418	52, Brick Kiln Road, Araria	40	10,000	rural	33132000203	PUNB0044011	Punjab National Bank	B+	25.6	Brahmin (Maithil/Bhumihar)	28	1	3	17	1	88	42	1	48	90	government_service	45	44	joint_family	49	21	41	60	52	1986-02-02	non_vegetarian	none	Araria	illiterate	null	null	none	Hindi	null		sumit.joshi@gmail.com	self_employed	Rahul Joshi	Sumit	male	indian-fakedata@2.0.4	none	9.2	early_riser	false	weekly	chewing	true	true	none	179.4	false	firewood	handpump	true	false	false	true	true	false	true	false	electricity	1	thatch	true	mud	4	67657612-0737-4667-8716-061660737173	Bollywood; TV Serials; Cricket Matches; News; YouTube; Religious Programs	Bollywood	cats	WhatsApp	cricket	rare	true	7	Joshi	Brick Kiln Road	married	Madhya Pradesh	1,000	Parul Bhatt	Hindi	false	null	null	Bhojpuri; Hindi	Thriller; Romance	television	weekly	3	cultivator	DKKPJ1636O	expressive	analytical	ambivert	prefers familiar routines; organized and punctual; stands their ground	A balanced, adaptable person who is practical, disciplined and assertive. They feel things deeply and care about those around them.	practical; disciplined; outgoing; assertive; composed	can seem emotionally distant; needs company to feel energised; perfectionist, can be rigid	53	76	56	54	53	7031213014	820756	nationalist_right	0.102916	0.453629	0.000031	0.037736	0.803302	0.25	0.291595	0.087715	BPL	Hindu	very_religious	English	422,184,113	General	Gul Joshi	Bihar	BR	true	sumit@ybl	true	null	none	BJI1201230	82.3
200022004321	33, New Colony, Kishanganj	15	57,000	rural	01421214014	SBIN0224121	State Bank of India	B+	27.8	Yadav	24	25	19	19	1	18	78	1	35	16	agriculture	86	44	joint_family	51	12	3	21	37	2011-04-09	vegetarian	none	Kishanganj	illiterate	null	null	none	Hindi	null		jainab.yadav@gmail.com	student	Mohit Yadav	Jainab	female	indian-fakedata@2.0.4	none	7.6	early_riser	true	never	none	false	false	pmjay	146.5	true	firewood	tubewell	true	false	false	true	false	false	false	true	electricity	1	thatch	false	mud	1	31356445-4203-4756-8461-055615151266	Bollywood; TV Serials; Cricket Matches; Religious Programs; Devotional Music	Bollywood	fish	null	cricket	avid_reader	false	0.4	Yadav	New Colony	never_married	null	4,400	Nargis Yadav	Hindi	false	null	null	Bhojpuri; Hindi	Thriller; Romance	television	weekly	0	non_worker		polite_indirect	family_consulting	outgoing	prefers familiar routines; adapts to change quickly; compassionate and helpful	An outgoing, people-oriented person who is practical, easy-going and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; outgoing; kind-hearted; sensitive	worries about small things; needs company to feel energised; procrastinates under pressure	81	37	65	65	23	7032202314	824241	nationalist_right	0.240137	0.453629	0.000258	0.33557	0.803302	0.1	0.411664	0.087715	BPL	Hindu	very_religious	English	422,184,113	OBC	null	Bihar	BR	true	null	false	null	none		59.7
241242040249	120/C, Indira Nagar, Kishanganj	1	44,500	urban	03102031211	SBIN0400424	State Bank of India	O+	14	Yadav	20	1	19	7	1	12	92	1	32	22	business_trade	80	43	nuclear_family	68	10	29	8	63	2025-06-08	vegetarian	none	Kishanganj	illiterate	null	null	none	Hindi	null		parulyadav155@gmail.com	student	Mukul Yadav	Parul	female	indian-fakedata@2.0.4	none	8.1	moderate	true	weekly	none	false	false	pmjay	106	true	lpg	tap_treated	true	false	false	true	true	false	true	true	electricity	1	concrete	true	burnt_brick	4	10256327-6724-4045-9706-330327105071	Bollywood; TV Serials; Cricket Matches; News; Regional Cinema; Religious Programs	Bollywood	dogs	null	kabaddi	rare	true	0	Yadav	Indira Nagar	never_married	Rajasthan	3,200	Bulbul Yadav	Hindi	false	null	null	Bhojpuri; Hindi	Sci-Fi; Drama	television	daily	0	non_worker		polite_indirect	family_consulting	ambivert	prefers familiar routines; adapts to change quickly; compassionate and helpful	A balanced, adaptable person who is practical, easy-going and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; introspective; kind-hearted; composed	can seem emotionally distant; hesitant in large groups; procrastinates under pressure	67	35	50	40	18	7034222031	812845	nationalist_right	0.240137	0.117208	0.000133	0.33557	0.803302	0.2	0.411664	0.087715	BPL	Hindu	very_religious	English	422,184,113	OBC	null	Bihar	BR	true	null	false	null	none		15.7
332410412224	446/C, Jawahar Nagar, Indore	5	19,500	urban	12422044403	SBIN0323311	State Bank of India	B+	14	Kurmi	1	1	3	25	1	9	67	26	9	2	agriculture	75	33	nuclear_family	17	20	4	16	26	2021-04-05	vegetarian	none	Indore	illiterate	null	null	none	Hindi	null		radhikakurmi250@gmail.com	student	Sanju Kurmi	Radhika	female	indian-fakedata@2.0.4	none	6.9	early_riser	true	weekly	none	false	false	none	124.5	false	lpg	tap_treated	true	false	false	true	false	false	true	false	electricity	1	concrete	true	burnt_brick	1	42453201-5346-4271-8130-260750711153	Bollywood; TV Serials; Devotional Music	Bollywood	dogs	null	cricket	non_reader	true	0	Kurmi	Jawahar Nagar	never_married	Bihar	1,600	Sita Patel	Hindi	false	null	null	Hindi	Comedy; Thriller	television	daily	0	non_worker		polite_indirect	analytical	introverted	prefers familiar routines; organized and punctual; compassionate and helpful	A quiet, introspective person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	97	64	31	57	54	7402130332	458489	nationalist_right	0.072727	0.146674	0.000009	0.064	0.803302	0.25	0.327273	0.069055	BPL	Hindu	very_religious	English	422,184,113	OBC	null	Madhya Pradesh	MP	true	null	false	null	none		21.7
433120341323	14, Gaushala Road, Banswara	15	11,000	rural	03011404041	BARB0234002	Bank of Baroda	B+	17.7	Mahajan/Baniya	5	1	26	23	13	30	24	18	19	14	business_trade	56	64	joint_family	74	21	79	83	57	2011-06-06	vegetarian	none	Banswara	illiterate	null	null	none	Hindi	null		geeta.kumari@gmail.com	student	Sanjay Kumari	Geeta	female	indian-fakedata@2.0.4	none	7.8	early_riser	true	occasional	none	false	false	pmjay	152.4	true	firewood	tap_untreated	true	false	false	true	true	false	false	true	electricity	3	thatch	true	mud	1	62251577-6223-4637-8306-476073414300	Bollywood; TV Serials; Cricket Matches; Regional Cinema	Bollywood	cats	null	kabaddi	non_reader	true	0.7	Kumari	Gaushala Road	never_married	Madhya Pradesh	1,000	Saroj Kumari	Hindi	true	Psychological thriller; Romance	Solo Leveling; Violet Evergarden	Hindi	Drama; Romance	television	weekly	0	non_worker		expressive	analytical	outgoing	prefers familiar routines; organized and punctual; stands their ground	An outgoing, people-oriented person who is practical, disciplined and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; outgoing; assertive; composed	can seem emotionally distant; needs company to feel energised; perfectionist, can be rigid	51	70	60	38	40	7903040043	306212	nationalist_right	0.088235	0.443548	0.000044	0.357143	0.803302	0.06	0.294118	0.064585	BPL	Hindu	very_religious	English	422,184,113	General	null	Rajasthan	RJ	true	null	false	null	none		41.2
210432401420	454/C, Laxmi Nagar, Bhind	17	33,000	urban	23401143012	SBIN0123440	State Bank of India	O+	15.7	Yadav	1	56	42	58	22	20	81	24	20	10	business_trade	50	25	joint_family	60	32	46	18	29	2009-06-05	vegetarian	none	Bhind	primary	null	null	government	Hindi	2,020	{"level": "primary", "stageName": "Primary School", "institutionName": "Government Primary School, Bhind", "institutionType": "government", "boardOrUniversity": "MP Board", "startYear": 2014, "endYear": 2020, "status": "completed", "score": "40.1%"}	jyotigowala470@gmail.com	student	Bhupender Gowala	Jyoti	female	indian-fakedata@2.0.4	none	8.2	early_riser	true	occasional	none	true	true	pmjay	162.6	false	lpg	tap_treated	true	false	false	true	true	false	false	false	electricity	3	concrete	true	burnt_brick	1	57301267-0774-4243-9117-150665622446	Bollywood; TV Serials; Cricket Matches; YouTube	Bollywood	none	WhatsApp	cricket	rare	true	0	Gowala	Laxmi Nagar	never_married	Odisha	2,300	Babita Ahir	Hindi	true	Psychological thriller; Mystery/detective	Tokyo Revengers; Ghost in the Shell	Hindi	Comedy; Horror	ott	weekly	0	non_worker		polite_indirect	analytical	outgoing	prefers familiar routines; organized and punctual; compassionate and helpful	An outgoing, people-oriented person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; outgoing; kind-hearted; sensitive	worries about small things; needs company to feel energised; perfectionist, can be rigid	83	83	73	75	38	7403030010	452302	nationalist_right	0.109091	0.115244	0.000006	0.033557	0.803302	0.25	0.327273	0.069055	AAY	Hindu	very_religious	English	422,184,113	OBC	null	Madhya Pradesh	MP	true	7403030010@paytm	true	null	none		41.4
322021041218	62/A, Bank Colony, Bankura	47	229,000	urban	24441010302	SBIN0043031	State Bank of India	O+	26	Tili	50	68	74	61	59	79	44	18	77	44	business_trade	12	55	nuclear_family	54	10	60	56	43	1979-03-07	non_vegetarian	none	Bankura	middle	null	null	private	Bengali	1,993	{"level": "primary", "stageName": "Primary School", "institutionName": "Mount Carmel, Bankura", "institutionType": "private", "boardOrUniversity": "CBSE", "startYear": 1984, "endYear": 1990, "status": "completed", "score": "86.0%"}; {"level": "middle", "stageName": "Middle School", "institutionName": "Loyola, Bankura",...	sumit_kumar@gmail.com	self_employed	Sumit Kumar	Sumit	male	indian-fakedata@2.0.4	none	7.9	early_riser	true	weekly	smoking	true	true	none	168.9	true	lpg	tap_treated	true	false	true	true	false	true	true	true	electricity	2	concrete	true	burnt_brick	1	04022353-2157-4546-9553-421233333560	Bollywood; Cricket Matches; News; YouTube; Regional Cinema; Religious Programs; Devotional Music	Bollywood	fish	WhatsApp	cricket	rare	true	0	Kumar	Bank Colony	married	Madhya Pradesh	13,500	Parul Kumari	Bengali	false	null	null	Bengali; Hindi	Romance; Historical/Biopic; Action	television	daily	4	agricultural_labourer	AHLPK1591G	direct	intuitive	outgoing	creative and curious; organized and punctual; stands their ground	An outgoing, people-oriented person who is open-minded, disciplined and assertive. They feel things deeply and care about those around them.	open-minded; disciplined; outgoing; assertive; composed	can seem emotionally distant; needs company to feel energised; perfectionist, can be rigid	45	57	68	21	76	8400003104	721141	centre_right	0.060241	0.137795	0.000026	0.283019	0.803302	0.18	0.140562	0.075089	APL	Hindu	very_religious	Hindi	422,184,113	OBC	Jainab Kumar	West Bengal	WB	true	sumit@ybl	true	WB 01 AF 4499	two_wheeler	WBN0201042	74.2
241143443001	128, Gram Panchayat, Dindori	6	10,000	rural	02121111113	BARB0024010	Bank of Baroda	B+	18.9	Lodhi	1	1	17	22	9	28	65	1	41	47	professional	45	1	joint_family	28	21	14	52	1	2020-01-01	vegetarian	none	Dindori	illiterate	null	null	none	English	null		nehadevi491@gmail.com	student	Chand Devi	Neha	female	indian-fakedata@2.0.4	none	7.1	early_riser	true	weekly	none	false	false	pmjay	118.5	false	firewood	handpump	true	false	false	true	false	false	true	false	electricity	2	tiles	true	mud	2	72163324-2267-4747-8153-765072667643	Bollywood; TV Serials; Cricket Matches; Regional Cinema; Religious Programs; Devotional Music	Bollywood	dogs	null	cricket	rare	false	0	Devi	Gram Panchayat	never_married	null	1,000	Minakshi Devi	Hindi	false	null	null	Hindi	Action; Comedy	television	daily	0	non_worker		reserved	analytical	ambivert	prefers familiar routines; organized and punctual; stands their ground	A balanced, adaptable person who is practical, disciplined and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; assertive; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	53	70	48	70	20	7411420100	461859	nationalist_right	0.090909	0.404858	0.000182	0.357143	0.803302	0.25	0.327273	0.069055	BPL	Hindu	very_religious	English	422,184,113	OBC	null	Madhya Pradesh	MP	true	null	false	MP 04 FA 4879	two_wheeler		26.5
442300314011	57, Near Market, Lakhisarai	14	10,750	rural	01231241042	SBIN0301434	State Bank of India	B+	24	Bhumihar	14	11	27	13	10	78	28	1	22	45	professional	40	3	joint_family	28	21	14	48	44	2012-03-07	vegetarian	none	Lakhisarai	illiterate	null	null	none	Hindi	null		nargiskumari78@gmail.com	student	Rahul Kumari	Nargis	female	indian-fakedata@2.0.4	none	7.7	early_riser	true	occasional	none	false	false	none	156.1	true	firewood	handpump	true	false	false	true	false	false	true	false	electricity	2	thatch	true	mud	4	44770531-3064-4626-9103-235031560641	Bollywood; TV Serials; Cricket Matches; Devotional Music	Devotional	dogs	null	cricket	rare	true	0	Kumari	Near Market	never_married	Chhattisgarh	1,000	Jainab Kumari	Hindi	false	null	null	Bhojpuri; Hindi	Drama; Romance	television	daily	0	non_worker		expressive	intuitive	outgoing	prefers familiar routines; adapts to change quickly; stands their ground	An outgoing, people-oriented person who is practical, easy-going and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; outgoing; assertive; composed	can seem emotionally distant; needs company to feel energised; procrastinates under pressure	48	36	66	24	33	7022414034	800219	nationalist_right	0.068611	0.453629	0.000157	0.357143	0.803302	0.2	0.291595	0.087715	AAY	Hindu	very_religious	English	422,184,113	General	null	Bihar	BR	true	null	false	null	none		58.6
501320241217	378/A, Gandhi Nagar, Firozabad	22	19,000	urban	44324301331	SBIN0000214	State Bank of India	O+	33.7	Yadav	48	74	43	56	26	54	28	12	20	19	business_trade	54	54	nuclear_family	57	50	31	16	22	2004-05-09	vegetarian	none	Firozabad	middle	null	null	government	English	2,018	{"level": "primary", "stageName": "Primary School", "institutionName": "Government Primary School, Firozabad", "institutionType": "government", "boardOrUniversity": "UP Board", "startYear": 2009, "endYear": 2015, "status": "completed", "score": "57.0%"}; {"level": "middle", "stageName": "Middle School", "institutionNam...	ku_yadav@gmail.com	homemaker	Yogender Yadav	Ku	female	indian-fakedata@2.0.4	none	7.2	moderate	true	weekly	none	true	true	none	158.9	true	lpg	tap_treated	true	false	false	true	false	false	false	true	electricity	2	concrete	true	burnt_brick	1	67523676-7421-4464-9636-776544161104	Bollywood; TV Serials; Cricket Matches; News; YouTube; OTT/Netflix; Religious Programs	Devotional	dogs	WhatsApp	kabaddi	rare	true	0	Yadav	Gandhi Nagar	married	Andhra Pradesh	1,000	Pooja Ahir	Hindi	true	Romance; Supernatural horror	My Hero Academia; Kaiju No. 8; Black Clover	Bhojpuri; Hindi	Action; Thriller; Romance	youtube	daily	0	non_worker	HKLPY2047A	reserved	intuitive	ambivert	prefers familiar routines; adapts to change quickly; stands their ground	A balanced, adaptable person who is practical, easy-going and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; introspective; assertive; composed	can seem emotionally distant; hesitant in large groups; procrastinates under pressure	42	47	44	40	37	8111132431	220362	nationalist_right	0.142857	0.136842	0.000433	0.33557	0.803302	0.58	0.39881	0.141574	BPL	Hindu	very_religious	Urdu	422,184,113	OBC	Amar Yadav	Uttar Pradesh	UP	true	8111132431@oksbi	true	null	none	UPR1130114	85.2
221124143308	447/A, Indira Nagar, Gonda	30	63,000	urban	44304300122	BARB0440422	Bank of Baroda	B+	29.4	Rajput/Thakur	19	17	10	31	24	41	13	34	44	21	agriculture	75	5	joint_family	53	100	45	23	27	1996-04-11	vegetarian	none	Gonda	illiterate	null	null	none	Hindi	null		mahaveer.panwar@gmail.com	self_employed	Lokesh Panwar	Mahaveer	male	indian-fakedata@2.0.4	occasional	6.3	early_riser	false	occasional	chewing	false	false	pmjay	173.9	true	lpg	tap_treated	true	false	true	true	false	false	true	true	electricity	1	concrete	true	burnt_brick	1	34633537-6544-4160-9436-335134510646	Bollywood; TV Serials; Cricket Matches; Regional Cinema; Devotional Music	Bollywood	dogs	null	cricket	non_reader	true	0	Panwar	Indira Nagar	married	Bihar	3,800	Maya Singh	Hindi	true	Fantasy adventure	Yowamushi Pedal; Dragon Ball; Horimiya	Bhojpuri; Hindi	Action; Sci-Fi	ott	weekly	1	household_industry	LECPP0645N	reserved	analytical	introverted	creative and curious; organized and punctual; stands their ground	A quiet, introspective person who is open-minded, disciplined and assertive. They feel things deeply and care about those around them.	open-minded; disciplined; introspective; assertive; composed	can seem emotionally distant; hesitant in large groups; perfectionist, can be rigid	49	65	40	51	62	8110141101	200139	nationalist_right	0.095238	0.168421	0.000002	0.021622	0.803302	0.04	0.339286	0.141574	BPL	Hindu	very_religious	English	422,184,113	General	Deepika Panwar	Uttar Pradesh	UP	true	null	false	UP 15 HE 2683	two_wheeler	UPR1111010	88.9
444113422320	226/D, Shivaji Nagar, Lakhisarai	46	133,000	urban	43002421234	SBIN0344102	State Bank of India	B+	17.9	Yadav	35	60	39	71	56	11	41	1	43	45	government_service	66	28	nuclear_family	37	55	1	48	53	1980-01-02	non_vegetarian	none	Lakhisarai	primary	null	null	private	English	1,991	{"level": "primary", "stageName": "Primary School", "institutionName": "St. George's, Lakhisarai", "institutionType": "private", "boardOrUniversity": "CBSE", "startYear": 1985, "endYear": 1991, "status": "completed", "score": "75.9%"}	jainab.yadav@gmail.com	self_employed	Vinit Yadav	Jainab	female	indian-fakedata@2.0.4	none	5.9	early_riser	true	weekly	smoking	true	true	none	155.3	true	lpg	tap_treated	true	false	false	true	true	false	true	true	electricity	3	concrete	true	burnt_brick	2	07252053-5774-4514-9155-740217250763	Bollywood; TV Serials; News; YouTube; OTT/Netflix; Religious Programs	Bollywood	cats	WhatsApp	cricket	occasional	true	0	Yadav	Shivaji Nagar	married	Kerala	7,200	Parul Yadav	Hindi	false	null	null	Bhojpuri; Hindi	Thriller; Comedy	ott	daily	2	agricultural_labourer	HALPY2562Z	polite_indirect	family_consulting	introverted	creative and curious; adapts to change quickly; compassionate and helpful	A quiet, introspective person who is open-minded, easy-going and kind-hearted. They feel things deeply and care about those around them.	open-minded; easy-going; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; procrastinates under pressure	76	44	36	55	59	7020224314	820021	nationalist_right	0.240137	0.117208	0.000133	0.33557	0.803302	0.2	0.411664	0.087715	APL	Hindu	very_religious	English	422,184,113	OBC	Rahul Yadav	Bihar	BR	true	7020224314@oksbi	true	null	none	BHP2001203	43.2
541243041219	326/B, Clock Tower, Bhadohi	1	10,000	urban	30013221224	SBIN0422120	State Bank of India	B+	14.6	Brahmin	34	16	24	1	1	75	6	1	74	88	professional	27	25	nuclear_family	63	1	33	52	23	2025-04-10	vegan	none	Bhadohi	illiterate	null	null	none	English	null		meenapandey152@gmail.com	student	Moh Pandey	Meena	female	indian-fakedata@2.0.4	none	7.6	moderate	true	occasional	none	false	false	none	91.8	false	lpg	tap_treated	true	false	false	true	false	false	true	true	electricity	2	concrete	true	burnt_brick	1	52251267-3376-4413-8322-405471411442	Bollywood; TV Serials; Cricket Matches; News; YouTube; Regional Cinema; Devotional Music	Devotional	cats	null	football	non_reader	true	0	Pandey	Clock Tower	never_married	Madhya Pradesh	1,000	Sangita Sharma	Hindi	false	null	null	Bhojpuri; Hindi	Romance; Drama	television	daily	0	non_worker		polite_indirect	family_consulting	outgoing	prefers familiar routines; organized and punctual; compassionate and helpful	An outgoing, people-oriented person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; outgoing; kind-hearted; composed	can seem emotionally distant; needs company to feel energised; perfectionist, can be rigid	72	56	70	45	46	8100224140	211733	nationalist_right	0.107143	0.168421	0.000012	0.050314	0.803302	0.12	0.339286	0.141574	AAY	Hindu	very_religious	English	422,184,113	General	null	Uttar Pradesh	UP	true	null	false	null	none		12.3
410402222018	120, Sugar Mill Road, Bhojpur	5	10,000	rural	14024424144	SBIN0020111	State Bank of India	B+	22	Bhumihar	14	8	1	25	1	59	34	25	52	65	government_service	59	50	joint_family	39	52	39	53	25	2021-03-11	vegetarian	none	Bhojpur	illiterate	null	null	none	English	null		bulbul.kumari@gmail.com	student	Rohit Kumari	Bulbul	female	indian-fakedata@2.0.4	none	8.2	early_riser	true	occasional	none	false	true	none	130.4	true	firewood	handpump	true	false	false	true	false	false	true	true	electricity	1	thatch	true	mud	1	52520462-3441-4144-9256-702177720534	Bollywood; TV Serials; YouTube; Gaming; Devotional Music	Bollywood	none	null	cricket	rare	true	0.2	Kumari	Sugar Mill Road	never_married	Jharkhand	1,000	Parul Kumari	Hindi	false	null	null	Bhojpuri; Hindi	Thriller; Drama	television	weekly	0	non_worker		polite_indirect	family_consulting	introverted	prefers familiar routines; organized and punctual; compassionate and helpful	A quiet, introspective person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	69	58	40	73	33	7020332420	824486	nationalist_right	0.068611	0.453629	0.000157	0.357143	0.803302	0.2	0.291595	0.087715	AAY	Hindu	very_religious	English	422,184,113	General	null	Bihar	BR	true	7020332420@okicici	false	null	none		37.4
310131213030	305/B, Tehsil Road, Aurangabad	11	10,000	urban	30243120314	SBIN0122210	State Bank of India	B+	23.3	Brahmin (Maithil/Bhumihar)	19	14	12	15	35	100	24	32	40	66	professional	76	26	joint_family	71	37	14	71	55	2015-06-10	eggetarian	none	Aurangabad	primary	null	null	government	English	2,026	{"level": "primary", "stageName": "Primary School", "institutionName": "Government Primary School, Aurangabad", "institutionType": "government", "boardOrUniversity": "Bihar School Examination Board", "startYear": 2020, "endYear": 2026, "status": "completed", "score": "66.2%"}	gulab.sharma@gmail.com	student	Rahul Sharma	Gulab	female	indian-fakedata@2.0.4	none	6.8	early_riser	true	occasional	none	false	false	pmjay	157.1	true	lpg	tap_treated	true	false	true	true	false	false	true	true	electricity	4	concrete	true	burnt_brick	3	50506431-7353-4362-9476-341116777413	Bollywood; TV Serials; News; YouTube; Religious Programs; Devotional Music	Bollywood	dogs	null	cricket	rare	true	0	Sharma	Tehsil Road	never_married	Maharashtra	1,000	Parul Mishra	Hindi	false	null	null	Bhojpuri; Hindi	Thriller; Comedy; Horror	television	daily	0	non_worker		polite_indirect	family_consulting	ambivert	prefers familiar routines; adapts to change quickly; compassionate and helpful	A balanced, adaptable person who is practical, easy-going and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; procrastinates under pressure	76	49	52	58	37	7032144120	809575	nationalist_right	0.102916	0.117208	0.000047	0.09434	0.803302	0.58	0.291595	0.087715	AAY	Hindu	very_religious	English	422,184,113	General	null	Bihar	BR	true	null	false	null	none		57.5
504120100028	158, Kisan Colony, Burhanpur	39	44,000	rural	30413443132	SBIN0024122	State Bank of India	B+	28.6	Kurmi	2	1	1	15	24	12	100	38	45	15	agriculture	54	15	joint_family	7	32	26	47	1	1987-06-14	vegetarian	none	Burhanpur	illiterate	null	null	none	English	null		reenapatel125@gmail.com	self_employed	Prakash Patel	Reena	female	indian-fakedata@2.0.4	none	8	early_riser	true	never	none	false	false	pmjay	153.8	false	firewood	handpump	true	false	false	true	false	false	false	true	electricity	3	tiles	false	mud	1	75755120-4000-4036-8344-517442524710	Bollywood; TV Serials; Cricket Matches; News; OTT/Netflix; Gaming; Devotional Music	Bollywood	dogs	null	cricket	non_reader	true	0	Patel	Kisan Colony	married	Andhra Pradesh	3,800	Reetu Patel	Hindi	false	null	null	Hindi	Drama; Romance	television	weekly	1	household_industry	CALPP1547Y	reserved	intuitive	ambivert	prefers familiar routines; adapts to change quickly; compassionate and helpful	A balanced, adaptable person who is practical, easy-going and kind-hearted. They feel things deeply and care about those around them.	practical; easy-going; introspective; kind-hearted; composed	can seem emotionally distant; hesitant in large groups; procrastinates under pressure	56	45	48	37	21	7410341141	455119	nationalist_right	0.072727	0.404858	0.000024	0.24	0.803302	0.06	0.327273	0.069055	BPL	Hindu	very_religious	Urdu	422,184,113	OBC	Kartik Patel	Madhya Pradesh	MP	true	null	false	null	none	BPL1144103	67.7
504414003009	419/B, Adarsh Colony, Dausa	14	10,000	urban	33020411112	BARB0230331	Bank of Baroda	B+	23.3	Rajput	47	57	26	70	18	19	7	22	60	29	military_police	57	25	joint_family	6	97	40	48	47	2012-03-01	vegetarian	none	Dausa	middle	null	null	private	Hindi	2,026	{"level": "primary", "stageName": "Primary School", "institutionName": "St. Mary's, Dausa", "institutionType": "private", "boardOrUniversity": "CBSE", "startYear": 2017, "endYear": 2023, "status": "completed", "score": "56.2%"}; {"level": "middle", "stageName": "Middle School", "institutionName": "St. Joseph's Convent,...	sangeeta_chauhan@gmail.com	student	Sanjay Chauhan	Sangeeta	female	indian-fakedata@2.0.4	none	7.8	early_riser	true	occasional	none	false	true	pmjay	147.2	true	lpg	tap_treated	true	false	false	true	false	false	true	true	electricity	1	concrete	true	burnt_brick	1	20504634-4365-4126-8137-024412146004	Bollywood; TV Serials; Cricket Matches; News; YouTube; Regional Cinema; Gaming; Devotional Music	Bollywood	cats	WhatsApp	cricket	rare	true	0	Chauhan	Adarsh Colony	never_married	Maharashtra	1,000	Saroj Shekhawat	Hindi	true	Comedy; Mystery/detective	Monster; Dragon Ball Super; Blue Lock	Hindi	Comedy; Sci-Fi	ott	weekly	0	non_worker		reserved	analytical	introverted	creative and curious; organized and punctual; stands their ground	A quiet, introspective person who is open-minded, disciplined and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	open-minded; disciplined; introspective; assertive; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	42	80	32	80	61	7912022442	305792	nationalist_right	0.117647	0.136842	0.000007	0.043243	0.803302	0.2	0.294118	0.064585	AAY	Hindu	very_religious	English	422,184,113	General	null	Rajasthan	RJ	true	7912022442@okicici	true	null	none		50.5
321434041116	157, Haat Road, Lakhisarai	14	10,000	rural	00102222412	PUNB0122042	Punjab National Bank	B+	30.4	Bhumihar	6	24	30	24	13	47	56	14	23	28	business_trade	80	45	joint_family	12	50	5	69	14	2012-03-06	non_vegetarian	none	Lakhisarai	illiterate	null	null	none	English	null		parul.devi@gmail.com	student	Mukul Devi	Parul	female	indian-fakedata@2.0.4	none	7.9	early_riser	true	occasional	none	true	true	none	162.3	false	firewood	handpump	true	false	false	true	false	false	true	true	electricity	1	tiles	false	mud	3	30215154-5560-4761-8675-153435660256	Bollywood; TV Serials; News; YouTube; Gaming; Religious Programs	Bollywood	dogs	WhatsApp	cricket	rare	true	0	Devi	Haat Road	never_married	Gujarat	1,000	Bulbul Kumari	Hindi	false	null	null	Bhojpuri; Hindi	Drama; Action	television	daily	0	non_worker		polite_indirect	analytical	introverted	prefers familiar routines; organized and punctual; compassionate and helpful	A quiet, introspective person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	80	72	38	66	27	7021433323	810473	nationalist_right	0.068611	0.453629	0.000047	0.357143	0.803302	0.06	0.291595	0.087715	AAY	Hindu	very_religious	null	422,184,113	General	null	Bihar	BR	true	7021433323@oksbi	true	BR 01 HE 2585	two_wheeler		80.2
341004012019	202, Brick Kiln Road, Gautam Buddha Nagar	13	11,250	rural	20102312442	SBIN0142014	State Bank of India	O+	14.6	Rajput/Thakur	26	13	25	22	14	53	57	25	28	59	government_service	57	34	nuclear_family	16	99	44	50	20	2013-01-01	non_vegetarian	none	Gautam Buddha Nagar	illiterate	null	null	none	Hindi	null		sandhyarathore202@gmail.com	student	Sahil Rathore	Sandhya	female	indian-fakedata@2.0.4	none	6.8	early_riser	true	occasional	none	false	false	pmjay	158.2	false	firewood	handpump	true	false	false	true	false	false	true	false	electricity	3	tiles	true	mud	3	67120470-2261-4503-9505-350556053272	Bollywood; TV Serials; Cricket Matches; News; YouTube; Regional Cinema; Devotional Music	Bollywood	birds	null	kabaddi	non_reader	true	0	Rathore	Brick Kiln Road	never_married	Bihar	1,000	Rekha Tomar	Hindi	false	null	null	Bhojpuri; Hindi	Drama; Comedy; Action	television	daily	0	non_worker		direct	intuitive	outgoing	prefers familiar routines; adapts to change quickly; stands their ground	An outgoing, people-oriented person who is practical, easy-going and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; outgoing; assertive; composed	can seem emotionally distant; needs company to feel energised; procrastinates under pressure	43	43	78	33	36	8113143443	206783	nationalist_right	0.095238	0.425101	0.000027	0.032432	0.803302	0.18	0.339286	0.141574	AAY	Hindu	very_religious	null	422,184,113	General	null	Uttar Pradesh	UP	true	null	false	null	none		36.6
500331244201	237, Panchayat Bhawan, Bhojpur	10	10,000	rural	21434021400	SBIN0230130	State Bank of India	B+	17	Bhumihar	1	10	23	17	1	67	49	1	67	70	government_service	68	27	joint_family	33	56	41	54	47	2016-06-14	vegetarian	none	Bhojpur	illiterate	null	null	none	English	null		jenab_devi@gmail.com	student	Mohit Devi	Jenab	female	indian-fakedata@2.0.4	none	9.1	early_riser	true	occasional	none	false	false	pmjay	137.5	false	firewood	tap_untreated	false	false	false	true	false	false	true	false	electricity	3	tiles	true	mud	3	64537200-7514-4546-8531-713243431345	Bollywood; TV Serials; Cricket Matches; News; Regional Cinema	Bollywood	dogs	null	football	occasional	true	0	Devi	Panchayat Bhawan	never_married	Madhya Pradesh	1,000	Gulab Devi	Hindi	false	null	null	Bhojpuri; Hindi	Horror; Comedy	television	weekly	0	non_worker		polite_indirect	family_consulting	ambivert	prefers familiar routines; adapts to change quickly; compassionate and helpful	A balanced, adaptable person who is practical, easy-going and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; procrastinates under pressure	62	37	45	63	26	7024243410	811543	nationalist_right	0.068611	0.453629	0.000157	0.357143	0.803302	0.2	0.291595	0.087715	AAY	Hindu	very_religious	null	422,184,113	General	null	Bihar	BR	true	null	false	BR 02 LG 3478	two_wheeler		32.1
241234421224	177, Weekly Market Road, Burhanpur	47	10,000	rural	33310044141	SBIN0334141	State Bank of India	O+	29.3	Kurmi	25	38	1	23	1	6	88	1	40	39	agriculture	49	17	nuclear_family	20	32	9	24	30	1979-06-03	vegetarian	hearing	Burhanpur	illiterate	null	null	none	English	null		nikita.patel@gmail.com	self_employed	Subhash Patel	Nikita	female	indian-fakedata@2.0.4	none	8.3	early_riser	true	weekly	smoking	true	true	pmjay	160.9	false	firewood	handpump	true	false	false	true	false	true	true	true	electricity	3	tiles	true	burnt_brick	1	52546644-1233-4150-8742-444251237343	Bollywood; TV Serials; Cricket Matches; News; YouTube; Devotional Music	Bollywood	dogs	WhatsApp	cricket	non_reader	true	0.4	Patel	Weekly Market Road	married	Andhra Pradesh	1,000	Miss Lodhi	Hindi	false	null	null	Hindi	Drama; Romance; Historical/Biopic	television	weekly	5	agricultural_labourer	JLDPP3659T	reserved	analytical	ambivert	prefers familiar routines; organized and punctual; stands their ground	A balanced, adaptable person who is practical, disciplined and assertive. They feel things deeply and care about those around them.	practical; disciplined; introspective; assertive; composed	can seem emotionally distant; hesitant in large groups; perfectionist, can be rigid	35	76	44	36	14	7410310412	452528	nationalist_right	0.072727	0.404858	0.000098	0.24	0.803302	0.25	0.327273	0.069055	AAY	Hindu	very_religious	null	422,184,113	OBC	Yogesh Patel	Madhya Pradesh	MP	true	7410310412@paytm	true	MP 02 KJ 0302	two_wheeler	MPH2412240	75.9
323131211325	48, Village Main Road, Jehanabad	4	10,000	rural	21112412403	SBIN0214430	State Bank of India	B+	16.9	Rajput	1	1	21	1	1	49	44	1	23	33	government_service	50	12	joint_family	18	80	14	31	34	2022-05-08	vegetarian	none	Jehanabad	illiterate	null	null	none	Hindi	null		parulsolanki385@gmail.com	student	Sumit Solanki	Parul	female	indian-fakedata@2.0.4	none	8.3	early_riser	true	never	none	false	false	none	103.1	false	firewood	handpump	true	false	false	true	false	true	false	false	electricity	3	tiles	true	burnt_brick	1	72514460-2546-4335-8012-223654517424	Bollywood; TV Serials; Cricket Matches; News; Religious Programs	Bollywood	none	null	kabaddi	rare	false	0.5	Solanki	Village Main Road	never_married	null	1,000	Jainab Rana	Hindi	false	null	null	Bhojpuri; Hindi	Romance; Comedy	television	daily	0	non_worker		reserved	analytical	ambivert	prefers familiar routines; organized and punctual; stands their ground	A balanced, adaptable person who is practical, disciplined and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; assertive; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	53	66	42	63	29	7023403303	814484	nationalist_right	0.085763	0.070565	0.000002	0.064865	0.803302	0.06	0.291595	0.087715	BPL	Hindu	very_religious	null	422,184,113	General	null	Bihar	BR	true	null	false	BR 04 EH 1532	two_wheeler		18
532333310341	182, Post Office Road, Khagaria	1	19,500	rural	43033143304	SBIN0442340	State Bank of India	O+	21	Yadav	1	1	1	5	1	16	94	28	29	48	government_service	98	37	joint_family	29	41	9	34	68	2025-06-02	non_vegetarian	hearing	Khagaria	illiterate	null	null	none	English	null		parul.yadav@gmail.com	student	Atul Yadav	Parul	female	indian-fakedata@2.0.4	none	7.1	early_riser	true	occasional	none	false	false	none	98.4	true	firewood	handpump	true	false	false	true	true	false	true	true	electricity	3	thatch	true	burnt_brick	1	50671204-7727-4250-8126-421201400754	Bollywood; TV Serials; YouTube; Religious Programs; Devotional Music	Devotional	cats	null	cricket	rare	true	0	Yadav	Post Office Road	never_married	Odisha	2,000	Jenab Yadav	Hindi	false	null	null	Bhojpuri; Hindi	Romance; Action	television	weekly	0	non_worker		reserved	analytical	ambivert	prefers familiar routines; organized and punctual; compassionate and helpful	A balanced, adaptable person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	59	60	43	60	32	7034334134	813705	nationalist_right	0.240137	0.070565	0.00004	0.33557	0.803302	0.1	0.411664	0.087715	BPL	Hindu	very_religious	null	422,184,113	OBC	null	Bihar	BR	true	null	false	BR 01 BD 3273	two_wheeler		20.3
321400134037	74, Main Bazar Road, Chandauli	1	14,750	rural	34102422231	SBIN0304043	State Bank of India	B+	14	Yadav	21	1	12	8	3	42	78	42	25	41	agriculture	79	14	joint_family	60	39	24	25	62	2025-05-15	vegetarian	none	Chandauli	illiterate	null	null	none	Hindi	null		ashayadav3@gmail.com	student	Tarun Yadav	Asha	female	indian-fakedata@2.0.4	none	7	early_riser	true	occasional	none	false	false	pmjay	81.2	false	firewood	handpump	true	false	false	true	true	false	false	true	electricity	1	thatch	true	mud	2	46367712-3530-4127-8520-444561313257	Bollywood; TV Serials; Religious Programs	Devotional	dogs	null	football	rare	true	0	Yadav	Main Bazar Road	never_married	Bihar	1,000	Diksha Yadav	Hindi	true	Slice of life	Jujutsu Kaisen; Violet Evergarden	Bhojpuri; Hindi	Comedy; Horror; Thriller	television	weekly	0	non_worker		reserved	analytical	ambivert	prefers familiar routines; organized and punctual; stands their ground	A balanced, adaptable person who is practical, disciplined and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; assertive; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	54	62	53	61	27	8104443124	212800	nationalist_right	0.142857	0.425101	0.000278	0.33557	0.803302	0.12	0.39881	0.141574	AAY	Hindu	very_religious	null	422,184,113	OBC	null	Uttar Pradesh	UP	true	null	false	null	none		9.2
233402320005	125, Post Office Road, Amroha	2	10,000	rural	14031020132	PUNB0213133	Punjab National Bank	B+	14	Brahmin	1	32	1	31	1	90	35	1	76	58	business_trade	68	44	nuclear_family	37	13	26	45	67	2024-05-05	vegetarian	none	Amroha	illiterate	null	null	none	Hindi	null		kirtipandey424@gmail.com	student	Bablu Pandey	Kirti	female	indian-fakedata@2.0.4	none	7.5	early_riser	true	occasional	none	true	true	pmjay	88.1	false	lpg	tap_untreated	true	false	false	true	false	true	false	true	electricity	1	tiles	true	mud	2	30405165-2437-4502-9374-374070030425	Bollywood; TV Serials; YouTube; Regional Cinema; Religious Programs; Devotional Music	Bollywood	dogs	null	cricket	rare	true	0	Pandey	Post Office Road	never_married	Bihar	1,000	Ku Dwivedi	Hindi	false	null	null	Bhojpuri; Hindi	Romance; Drama; Comedy	television	daily	0	non_worker		polite_indirect	family_consulting	outgoing	prefers familiar routines; adapts to change quickly; compassionate and helpful	An outgoing, people-oriented person who is practical, easy-going and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; outgoing; kind-hearted; sensitive	worries about small things; needs company to feel energised; procrastinates under pressure	85	40	63	59	24	8101200100	214194	nationalist_right	0.107143	0.425101	0.000047	0.050314	0.803302	0.18	0.339286	0.141574	AAY	Hindu	very_religious	English	422,184,113	General	null	Uttar Pradesh	UP	true	8101200100@ybl	false	UP 02 ME 2302	two_wheeler		10.9
431224344135	229, Near Church, Begusarai	40	13,000	rural	33143312043	SBIN0414102	State Bank of India	B+	24.9	Yadav	32	23	13	6	24	9	78	20	8	40	government_service	77	27	joint_family	33	13	1	30	34	1986-02-06	eggetarian	none	Begusarai	illiterate	null	null	none	English	null		jenab.yadav@gmail.com	informal	Rohit Yadav	Jenab	female	indian-fakedata@2.0.4	none	7.5	early_riser	true	daily	none	false	false	none	145.5	false	firewood	handpump	true	false	false	true	false	false	true	false	electricity	3	tiles	true	mud	2	27325463-4233-4425-9671-676025506554	Bollywood; TV Serials; Cricket Matches; News; Gaming; Devotional Music	Bollywood	dogs	null	cricket	occasional	true	0	Yadav	Near Church	married	Punjab	1,000	Parul Yadav	Hindi	true	Fantasy adventure	Akira; March Comes in Like a Lion	Bhojpuri; Hindi	Comedy; Romance	television	daily	0	other_worker	GBDPY0604L	polite_indirect	family_consulting	outgoing	creative and curious; adapts to change quickly; compassionate and helpful	An outgoing, people-oriented person who is open-minded, easy-going and kind-hearted. They feel things deeply and care about those around them.	open-minded; easy-going; outgoing; kind-hearted; sensitive	worries about small things; needs company to feel energised; procrastinates under pressure	63	34	76	76	56	7034241303	800464	nationalist_right	0.240137	0.453629	0.000155	0.33557	0.803302	0.06	0.411664	0.087715	AAY	Hindu	very_religious	null	422,184,113	OBC	Sumit Yadav	Bihar	BR	true	null	false	null	none	BHP3443324	52.8
334112011417	226, Near Block Office, Jaipur	10	10,000	rural	41140331422	BARB0314333	Bank of Baroda	O+	22.2	Jat	23	47	18	22	3	25	100	15	47	1	agriculture	68	42	joint_family	17	53	45	33	33	2016-02-08	vegetarian	none	Jaipur	illiterate	null	null	none	Hindi	null		saroj.deswal@gmail.com	student	Ajay Deswal	Saroj	female	indian-fakedata@2.0.4	none	7.3	early_riser	true	occasional	none	false	true	pmjay	147.5	false	firewood	handpump	true	false	false	true	false	true	true	false	electricity	1	tiles	true	burnt_brick	3	56477727-0176-4650-8757-756625757127	Bollywood; TV Serials; Cricket Matches; YouTube; Devotional Music	Bollywood	dogs	null	cricket	occasional	true	0	Deswal	Near Block Office	never_married	Maharashtra	1,000	Santosh Hooda	Hindi	false	null	null	Hindi	Romance; Thriller; Drama	television	weekly	0	non_worker		expressive	analytical	outgoing	prefers familiar routines; organized and punctual; compassionate and helpful	An outgoing, people-oriented person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; outgoing; kind-hearted; composed	can seem emotionally distant; needs company to feel energised; perfectionist, can be rigid	57	73	69	22	11	7903123023	318663	nationalist_right	0.147059	0.443548	0.000057	0.084507	0.803302	0.2	0.316176	0.064585	AAY	Hindu	very_religious	English	422,184,113	OBC	null	Rajasthan	RJ	true	saroj@oksbi	false	RJ 06 LJ 4707	two_wheeler		48.2
341424434029	284/D, Shivaji Nagar, Solapur	11	11,750	urban	02314402011	SBIN0332013	State Bank of India	O+	23.4	Deshastha Brahmin	21	43	42	1	1	54	18	27	66	48	business_trade	43	49	joint_family	47	13	20	50	20	2015-04-09	vegetarian	none	Solapur	illiterate	null	null	none	Marathi	null		pushpa_mishra@gmail.com	student	Vijay Mishra	Pushpa	female	indian-fakedata@2.0.4	none	7.8	early_riser	true	weekly	none	true	true	pmjay	146.9	false	lpg	tap_treated	true	false	false	true	true	false	true	true	electricity	3	concrete	true	burnt_brick	1	47144165-3076-4731-8635-355441423517	Bollywood; TV Serials; Cricket Matches; YouTube; OTT/Netflix; Gaming; Devotional Music	Bollywood	fish	null	cricket	rare	true	0	Mishra	Shivaji Nagar	never_married	Bihar	1,000	Geeta Sharma	Marathi	true	Comedy	Tokyo Revengers; Dragon Ball Super; Dragon Ball	Marathi; Hindi	Thriller; Romance	youtube	daily	0	non_worker		polite_indirect	impulsive	introverted	creative and curious; adapts to change quickly; compassionate and helpful	A quiet, introspective person who is open-minded, easy-going and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	open-minded; easy-going; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; procrastinates under pressure	62	35	32	78	60	8202440123	416180	nationalist_right	0.042254	0.079602	0.000002	0.050314	0.803302	0.12	0.352113	0.103247	AAY	Hindu	very_religious	English	422,184,113	General	null	Maharashtra	MH	true	8202440123@paytm	false	null	none		50.5
434344320347	11, Near Inter College, Deoria	42	10,000	rural	20241114024	HDFC0220344	HDFC Bank	B+	24.2	Kayastha	18	12	8	23	1	87	24	1	80	51	business_trade	55	5	joint_family	43	17	53	46	20	1984-02-04	vegetarian	none	Deoria	illiterate	null	null	none	Hindi	null		rachna_saxena@gmail.com	self_employed	Praveen Saxena	Rachna	female	indian-fakedata@2.0.4	none	6.6	early_riser	true	occasional	none	false	true	none	144.6	false	firewood	tubewell	true	false	false	true	false	false	true	false	electricity	2	tiles	true	mud	5	21417434-7146-4123-9246-734667170572	Bollywood; TV Serials; Cricket Matches; News; YouTube	Bollywood	dogs	WhatsApp	cricket	occasional	true	0	Saxena	Near Inter College	married	Bihar	1,000	Kajal Saxena	Hindi	false	null	null	Bhojpuri; Hindi	Romance; Drama; Action	television	weekly	6	agricultural_labourer	LIKPS4687N	polite_indirect	analytical	introverted	prefers familiar routines; organized and punctual; compassionate and helpful	A quiet, introspective person who is practical, disciplined and kind-hearted. They feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; sensitive	worries about small things; hesitant in large groups; perfectionist, can be rigid	62	71	27	69	23	8393022310	202174	nationalist_right	0.035714	0.425101	0.000029	0.091954	0.803302	0.18	0.339286	0.141574	AAY	Hindu	very_religious	English	422,184,113	General	Jatin Saxena	Uttar Pradesh	UP	true	8393022310@okicici	true	UP 01 KG 1790	two_wheeler	UPR1104113	50.5
504302042440	80, Near Gurudwara, Chitrakoot	10	10,000	rural	13444010022	PUNB0014203	Punjab National Bank	B+	23.1	Yadav	16	1	26	1	1	34	65	14	8	45	government_service	89	12	joint_family	55	43	44	16	44	2016-01-06	vegan	none	Chitrakoot	illiterate	null	null	none	Hindi	null		rashmi.yadav@gmail.com	student	Firoz Yadav	Rashmi	female	indian-fakedata@2.0.4	none	9	early_riser	true	weekly	none	false	false	pmjay	150.4	true	firewood	handpump	true	false	false	true	false	false	false	true	electricity	3	thatch	true	mud	1	30411331-5175-4041-9403-346603437201	Bollywood; TV Serials; Cricket Matches; News; YouTube; Regional Cinema; Devotional Music	Bollywood	dogs	null	kabaddi	non_reader	true	0.1	Yadav	Near Gurudwara	never_married	Gujarat	1,000	Ritu Rao	Hindi	false	null	null	Bhojpuri; Hindi	Thriller; Comedy	television	daily	0	non_worker		expressive	intuitive	ambivert	prefers familiar routines; adapts to change quickly; stands their ground	A balanced, adaptable person who is practical, easy-going and assertive. Still finding their footing in life, they feel things deeply and care about those around them.	practical; easy-going; outgoing; assertive; composed	can seem emotionally distant; needs company to feel energised; procrastinates under pressure	51	37	55	50	49	8103414340	204579	nationalist_right	0.142857	0.425101	0.000139	0.33557	0.803302	0.06	0.39881	0.141574	AAY	Hindu	very_religious	null	422,184,113	OBC	null	Uttar Pradesh	UP	true	null	false	null	none		52.3
521004333137	72, Near Inter College, Firozabad	15	10,000	rural	31442442432	BARB0112143	Bank of Baroda	B+	17.2	Kayastha	1	12	21	1	1	93	1	2	71	93	government_service	29	43	joint_family	78	28	51	44	59	2011-01-09	vegetarian	none	Firozabad	illiterate	null	null	none	Hindi	null		meerasrivastava326@gmail.com	student	Sunil Srivastava	Meera	female	indian-fakedata@2.0.4	none	8.2	early_riser	true	occasional	none	false	false	pmjay	151.3	false	firewood	tap_untreated	true	false	false	true	false	false	false	false	electricity	2	thatch	true	mud	1	07077512-5667-4066-9353-016343046530	Bollywood; TV Serials; Cricket Matches; Regional Cinema; Religious Programs; Devotional Music	Devotional	dogs	null	cricket	non_reader	false	0	Srivastava	Near Inter College	never_married	null	1,000	Rajni Srivastava	Hindi	false	null	null	Bhojpuri; Hindi	Comedy; Thriller	television	daily	0	non_worker		polite_indirect	analytical	ambivert	prefers familiar routines; organized and punctual; compassionate and helpful	A balanced, adaptable person who is practical, disciplined and kind-hearted. Still finding their footing in life, they feel things deeply and care about those around them.	practical; disciplined; introspective; kind-hearted; composed	can seem emotionally distant; hesitant in large groups; perfectionist, can be rigid	63	62	52	39	31	8392343003	233497	nationalist_right	0.035714	0.425101	0.000018	0.172414	0.803302	0.06	0.339286	0.141574	AAY	Hindu	very_religious	null	422,184,113	General	null	Uttar Pradesh	UP	true	null	false	UP 01 FF 2424	two_wheeler		39.4

End of preview. Expand in Data Studio

IndianPersona-1M — Synthetic Indian Demographics & LLM Agent Personas

1,000,000 culturally-grounded synthetic Indian demographic profiles plus 250,000 ready-to-use LLM agent personas — generated entirely with the open-source indian-fakedata library (PyPI · npm).

This dataset is 100% synthetic. Every row carries synthetic = true. All identifiers (Aadhaar, PAN, voter ID, phone, email) are fabricated and exist in no government or commercial database. No real individual is represented.

Why this dataset

Most synthetic demographic generators produce statistically independent fields — a name that could be from anywhere, an income that ignores education, an address that ignores everything. This dataset is built on a correlated generation model: each person is drawn through a realistic dependency chain (religion → state → caste → mother tongue → names → education → occupation → income), calibrated against Census 2011, NFHS-5 and public survey statistics.

The personas config goes further: every profile is expanded into a complete LLM agent — a short systemPrompt and a ~3KB self-contained fullPrompt covering identity, education timeline, work & finances, Big Five personality traits, movie & anime preferences, habits, beliefs, memories and behaviour rules. Feed it to any LLM and it acts as that person.

Configs

Config	Rows	What's inside
`base`	1,000,000	Full flat profiles — 139 columns of demographics, biometrics, identifiers, geography, socio-economics, household assets, personality (Big Five + derived traits), interests, habits, cultural scores, probability metrics
`personas`	250,000	Core identity fields + `identityLine`, `systemPrompt`, `fullPrompt`, worldview beliefs, memory seeds, behaviour rules

from datasets import load_dataset

# LLM personas (roleplay / simulation / eval)
personas = load_dataset("abhay557/IndianPersona-1M", split="train")

# raw tabular profiles (testing, dashboards, ML)
base = load_dataset("abhay557/IndianPersona-1M", "base", split="train")

Sample persona prompt (`personas[0].fullPrompt`, truncated)

You are Reema Yadav, a 27-year-old female from Khagaria, Bihar, India...

IDENTITY
- Religion: Hindu; Caste/community: Yadav; Social category: OBC
...
EDUCATION
- 2006-2012: Primary School — Government Primary School, Khagaria (Bihar School Examination Board)
...
PERSONALITY
- A balanced, adaptable person who is practical, easy-going and kind-hearted...
INTERESTS & PREFERENCES
- Movies: Drama, Comedy (in Hindi); Anime fan: yes
HOW TO SPEAK & BEHAVE
- Occasionally use Hindi words or phrases when expressing strong emotions...
- Stay fully in character at all times.

Reproducibility

Every shard was generated with a fixed seed recorded in manifest.json (indianpersona-base-0..9, indianpersona-personas-0..4) — regenerate byte-identical data locally:

pip install indian-fakedata pandas pyarrow
python generate_dataset.py

Intended use

Software testing, ML/AI research, social simulation, game/fiction character generation, education, dashboard prototyping.

Prohibited use

Fake identity documents or KYC evasion; bot accounts or personas interacting with real humans; disinformation, impersonation or spam; presenting this data as real statistics about real people. See the full policy in the repository README.

Citation

@misc{mourya2026indianpersona,
  title  = {IndianPersona-1M: Synthetic Indian Demographic Profiles and LLM Agent Personas},
  author = {Abhay Mourya},
  year   = {2026},
  url    = {https://github.com/Abhay557/indian-fakedata}
}

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