Datasets:

Srvan01
/

india_housing_prices_cleaned

ID int64 1 250k	State stringclasses 20 values	City stringclasses 42 values	Locality stringclasses 500 values	Property_Type stringclasses 3 values	BHK int64 1 5	Size_in_SqFt int64 500 5k	Price_in_Lakhs float64 10 500	Price_per_SqFt float64 0.01 0.99	Year_Built int64 1.99k 2.02k	Furnished_Status stringclasses 3 values	Floor_No int64 0 30	Total_Floors int64 1 30	Age_of_Property int64 2 35	Nearby_Schools int64 1 10	Nearby_Hospitals int64 1 10	Public_Transport_Accessibility stringclasses 3 values	Parking_Space stringclasses 2 values	Security stringclasses 2 values	Amenities stringclasses 325 values	Facing stringclasses 4 values	Owner_Type stringclasses 3 values	Availability_Status stringclasses 2 values
1	Tamil Nadu	Chennai	Locality_84	Apartment	1	4,740	489.76	0.1	1,990	Furnished	22	1	35	10	3	High	No	No	Playground, Gym, Garden, Pool, Clubhouse	West	Owner	Ready_to_Move
2	Maharashtra	Pune	Locality_490	Independent House	3	2,364	195.52	0.08	2,008	Unfurnished	21	20	17	8	1	Low	No	Yes	Playground, Clubhouse, Pool, Gym, Garden	North	Builder	Under_Construction
3	Punjab	Ludhiana	Locality_167	Apartment	2	3,642	183.79	0.05	1,997	Semi-furnished	19	27	28	9	8	Low	Yes	No	Clubhouse, Pool, Playground, Gym	South	Broker	Ready_to_Move
4	Rajasthan	Jodhpur	Locality_393	Independent House	2	2,741	300.29	0.11	1,991	Furnished	21	26	34	5	7	High	Yes	Yes	Playground, Clubhouse, Gym, Pool, Garden	North	Builder	Ready_to_Move
5	Rajasthan	Jaipur	Locality_466	Villa	4	4,823	182.9	0.04	2,002	Semi-furnished	3	2	23	4	9	Low	No	Yes	Playground, Garden, Gym, Pool, Clubhouse	East	Builder	Ready_to_Move
6	West Bengal	Durgapur	Locality_246	Apartment	4	3,500	135.28	0.04	2,020	Semi-furnished	27	1	5	7	7	Low	Yes	Yes	Playground, Clubhouse	West	Broker	Ready_to_Move
7	Tamil Nadu	Coimbatore	Locality_254	Independent House	3	4,826	318.12	0.07	2,016	Furnished	16	5	9	3	6	High	No	Yes	Clubhouse, Garden, Playground	North	Builder	Under_Construction
8	Chhattisgarh	Bilaspur	Locality_490	Independent House	5	4,252	141.39	0.03	2,021	Unfurnished	24	4	4	10	10	High	Yes	Yes	Gym, Pool, Clubhouse, Playground	North	Builder	Under_Construction
9	Delhi	New Delhi	Locality_232	Villa	4	2,678	189.16	0.07	2,003	Semi-furnished	23	16	22	7	5	Low	No	Yes	Garden, Clubhouse, Playground	South	Broker	Under_Construction
10	Jharkhand	Ranchi	Locality_122	Villa	2	1,393	187.42	0.13	2,011	Unfurnished	6	13	14	3	3	High	Yes	No	Clubhouse, Playground, Garden, Gym	East	Owner	Ready_to_Move
11	Telangana	Warangal	Locality_75	Independent House	1	665	324.24	0.49	1,991	Semi-furnished	8	12	34	1	8	Low	No	Yes	Clubhouse	North	Broker	Under_Construction
12	Karnataka	Bangalore	Locality_462	Apartment	5	3,988	465.38	0.12	2,022	Furnished	6	24	3	6	4	High	No	Yes	Clubhouse, Pool, Playground, Gym	West	Broker	Ready_to_Move
13	Maharashtra	Nagpur	Locality_227	Independent House	3	1,976	486.29	0.25	2,020	Semi-furnished	9	1	5	6	6	Medium	No	Yes	Clubhouse, Gym, Playground, Pool	North	Builder	Ready_to_Move
14	Delhi	New Delhi	Locality_287	Independent House	1	1,369	309.82	0.23	2,013	Unfurnished	13	4	12	10	6	Medium	No	No	Clubhouse, Garden, Gym, Playground, Pool	South	Broker	Under_Construction
15	Uttar Pradesh	Lucknow	Locality_148	Apartment	2	3,852	77.62	0.02	2,006	Semi-furnished	26	18	19	8	3	Medium	No	No	Garden, Gym, Playground	East	Broker	Ready_to_Move
16	Rajasthan	Jaipur	Locality_369	Apartment	1	2,815	491.97	0.17	2,015	Furnished	4	7	10	9	6	High	Yes	Yes	Playground	East	Owner	Under_Construction
17	Assam	Silchar	Locality_265	Villa	5	1,250	75.23	0.06	1,993	Semi-furnished	15	10	32	1	8	Medium	No	No	Pool, Playground, Garden, Gym	South	Builder	Under_Construction
18	Uttarakhand	Dehradun	Locality_50	Villa	1	3,518	234.99	0.07	2,004	Unfurnished	14	8	21	8	1	High	No	Yes	Pool, Clubhouse, Gym	West	Builder	Ready_to_Move
19	Maharashtra	Pune	Locality_385	Villa	3	2,126	24.5	0.01	2,013	Semi-furnished	10	5	12	8	1	Low	No	Yes	Garden, Clubhouse, Pool, Gym, Playground	West	Owner	Under_Construction
20	Chhattisgarh	Bilaspur	Locality_241	Villa	2	2,524	407.96	0.16	2,016	Semi-furnished	13	18	9	8	6	High	Yes	No	Pool, Playground, Clubhouse	North	Broker	Under_Construction
21	Uttar Pradesh	Noida	Locality_286	Independent House	3	1,270	475.78	0.37	2,018	Semi-furnished	21	21	7	3	4	Medium	No	Yes	Clubhouse, Gym, Garden, Pool, Playground	North	Owner	Under_Construction
22	Chhattisgarh	Bilaspur	Locality_74	Villa	5	4,626	343.4	0.07	1,990	Furnished	17	7	35	6	8	Low	Yes	Yes	Pool, Clubhouse, Gym, Playground, Garden	East	Owner	Ready_to_Move
23	Telangana	Warangal	Locality_459	Apartment	1	2,059	488.42	0.24	1,995	Furnished	0	26	30	7	6	Low	No	No	Garden, Pool, Gym, Playground, Clubhouse	West	Broker	Under_Construction
24	Rajasthan	Jaipur	Locality_355	Independent House	4	3,176	164.31	0.05	1,990	Unfurnished	11	22	35	9	4	Low	Yes	No	Pool, Gym, Clubhouse	East	Builder	Under_Construction
25	Bihar	Gaya	Locality_151	Apartment	2	1,925	322.81	0.17	2,019	Unfurnished	25	1	6	9	6	High	Yes	Yes	Garden, Clubhouse, Playground	North	Owner	Under_Construction
26	Jharkhand	Jamshedpur	Locality_159	Villa	3	2,032	50.67	0.02	1,990	Unfurnished	4	21	35	3	4	Low	No	Yes	Clubhouse, Garden	East	Owner	Ready_to_Move
27	Punjab	Ludhiana	Locality_382	Independent House	4	4,151	143.9	0.03	1,995	Unfurnished	9	5	30	4	10	High	No	Yes	Pool, Garden, Playground, Gym	West	Owner	Ready_to_Move
28	Maharashtra	Pune	Locality_143	Apartment	5	2,346	404.23	0.17	2,016	Semi-furnished	9	10	9	8	7	High	No	Yes	Garden, Playground, Pool, Clubhouse	South	Owner	Ready_to_Move
29	Gujarat	Ahmedabad	Locality_74	Independent House	5	2,088	233.29	0.11	1,999	Unfurnished	14	9	26	1	2	Medium	Yes	Yes	Pool, Garden	East	Owner	Ready_to_Move
30	Telangana	Hyderabad	Locality_454	Apartment	3	2,750	59.35	0.02	2,002	Furnished	21	29	23	6	8	Low	Yes	No	Playground, Pool	West	Broker	Under_Construction
31	Haryana	Faridabad	Locality_262	Apartment	4	2,637	316.69	0.12	2,011	Semi-furnished	15	1	14	4	7	Medium	No	Yes	Playground, Garden, Pool, Clubhouse	East	Broker	Under_Construction
32	Punjab	Amritsar	Locality_466	Villa	5	1,020	84.44	0.08	1,991	Unfurnished	29	25	34	8	3	Low	No	No	Pool, Clubhouse, Gym	South	Owner	Under_Construction
33	West Bengal	Kolkata	Locality_136	Apartment	3	2,896	288.27	0.1	2,022	Furnished	6	6	3	10	10	Low	Yes	Yes	Playground	East	Builder	Under_Construction
34	Uttar Pradesh	Lucknow	Locality_223	Apartment	3	2,516	472.04	0.19	2,023	Unfurnished	28	30	2	4	7	High	Yes	Yes	Garden, Clubhouse	North	Builder	Ready_to_Move
35	Haryana	Faridabad	Locality_368	Villa	1	3,524	308.14	0.09	2,006	Semi-furnished	22	23	19	6	6	Medium	Yes	Yes	Gym, Pool, Clubhouse, Garden	West	Builder	Ready_to_Move
36	Tamil Nadu	Chennai	Locality_143	Villa	1	4,426	93.9	0.02	2,007	Semi-furnished	17	28	18	1	8	Low	No	Yes	Garden	West	Broker	Ready_to_Move
37	Delhi	Dwarka	Locality_480	Independent House	2	775	26.99	0.03	2,008	Semi-furnished	11	14	17	8	1	High	No	Yes	Clubhouse	South	Broker	Ready_to_Move
38	Andhra Pradesh	Vishakhapatnam	Locality_485	Independent House	2	584	109.23	0.19	2,001	Furnished	3	22	24	3	2	Medium	Yes	No	Pool, Garden, Gym	South	Builder	Ready_to_Move
39	Tamil Nadu	Chennai	Locality_398	Apartment	1	3,713	258.22	0.07	2,015	Semi-furnished	21	4	10	8	3	Medium	No	No	Pool, Gym, Clubhouse	East	Owner	Under_Construction
40	Madhya Pradesh	Bhopal	Locality_305	Villa	3	2,007	178.23	0.09	1,997	Furnished	21	11	28	6	5	Low	No	No	Garden, Pool, Clubhouse, Playground	South	Builder	Ready_to_Move
41	Madhya Pradesh	Indore	Locality_114	Villa	3	3,727	358.45	0.1	2,013	Unfurnished	15	6	12	5	2	Low	Yes	No	Playground, Clubhouse, Garden, Pool	South	Builder	Ready_to_Move
42	Uttarakhand	Haridwar	Locality_202	Independent House	5	2,238	58.14	0.03	2,010	Unfurnished	22	2	15	5	5	Medium	Yes	No	Pool, Garden	South	Broker	Under_Construction
43	Punjab	Ludhiana	Locality_96	Apartment	4	1,845	472.99	0.26	2,022	Unfurnished	7	27	3	10	5	Medium	No	No	Playground, Clubhouse	East	Broker	Ready_to_Move
44	Karnataka	Mysore	Locality_295	Independent House	3	3,796	461.46	0.12	2,013	Furnished	2	3	12	6	5	Low	No	No	Pool	East	Broker	Under_Construction
45	Bihar	Patna	Locality_58	Villa	4	1,515	161.03	0.11	2,012	Furnished	20	30	13	3	7	Low	No	Yes	Gym, Pool, Garden, Playground	East	Broker	Ready_to_Move
46	Chhattisgarh	Raipur	Locality_484	Apartment	4	2,409	180.64	0.07	1,996	Unfurnished	11	20	29	5	7	Low	No	Yes	Playground, Pool, Gym, Garden	North	Builder	Ready_to_Move
47	Tamil Nadu	Chennai	Locality_323	Villa	5	641	300.29	0.47	2,017	Furnished	23	15	8	5	1	Low	No	Yes	Clubhouse, Playground	North	Builder	Ready_to_Move
48	Andhra Pradesh	Vijayawada	Locality_432	Apartment	2	3,771	30.57	0.01	2,023	Unfurnished	17	2	2	5	4	Low	Yes	Yes	Clubhouse	North	Broker	Under_Construction
49	Delhi	Dwarka	Locality_273	Villa	2	1,771	335.78	0.19	2,009	Semi-furnished	26	19	16	10	4	Medium	Yes	Yes	Playground, Garden	West	Broker	Under_Construction
50	Chhattisgarh	Bilaspur	Locality_458	Villa	4	733	438.74	0.6	2,000	Semi-furnished	3	6	25	1	1	High	No	No	Garden, Playground, Pool	West	Owner	Under_Construction
51	Kerala	Trivandrum	Locality_150	Apartment	3	4,766	55.83	0.01	2,012	Semi-furnished	10	13	13	10	9	Medium	Yes	Yes	Playground, Clubhouse, Pool, Garden	South	Builder	Ready_to_Move
52	Uttarakhand	Haridwar	Locality_238	Independent House	4	556	308.46	0.55	2,000	Semi-furnished	14	6	25	8	7	Medium	No	Yes	Gym, Playground	North	Builder	Under_Construction
53	Madhya Pradesh	Indore	Locality_494	Villa	2	3,881	204.19	0.05	2,004	Furnished	14	16	21	9	3	Medium	Yes	Yes	Clubhouse, Gym, Pool, Playground, Garden	South	Owner	Under_Construction
54	Jharkhand	Ranchi	Locality_464	Villa	2	855	335.3	0.39	2,011	Unfurnished	14	24	14	3	3	Low	Yes	No	Gym, Clubhouse, Garden, Playground	East	Broker	Ready_to_Move
55	Uttar Pradesh	Noida	Locality_431	Apartment	3	1,443	173.87	0.12	2,009	Furnished	23	23	16	10	3	High	No	Yes	Pool, Garden, Playground, Clubhouse, Gym	West	Builder	Ready_to_Move
56	Delhi	New Delhi	Locality_484	Apartment	2	3,300	274.47	0.08	2,010	Semi-furnished	0	28	15	9	10	Medium	Yes	Yes	Clubhouse, Gym, Playground	South	Builder	Ready_to_Move
57	Karnataka	Bangalore	Locality_125	Apartment	5	3,276	139.64	0.04	1,997	Semi-furnished	9	14	28	4	7	Medium	No	Yes	Gym, Pool	West	Broker	Under_Construction
58	Rajasthan	Jodhpur	Locality_218	Villa	3	581	457.94	0.79	1,995	Furnished	11	17	30	6	2	Low	No	Yes	Clubhouse	East	Broker	Under_Construction
59	Kerala	Kochi	Locality_112	Apartment	3	1,992	11.59	0.01	1,991	Furnished	16	11	34	4	2	High	No	Yes	Pool, Clubhouse	North	Owner	Under_Construction
60	Delhi	Dwarka	Locality_27	Villa	2	1,495	129.43	0.09	1,993	Furnished	27	3	32	8	6	High	No	No	Clubhouse, Playground, Gym, Pool, Garden	South	Owner	Under_Construction
61	Rajasthan	Jaipur	Locality_40	Apartment	3	4,253	92.82	0.02	1,990	Unfurnished	15	5	35	2	4	Medium	Yes	No	Gym, Clubhouse, Playground, Pool, Garden	West	Builder	Under_Construction
62	Tamil Nadu	Chennai	Locality_457	Villa	1	1,106	421.32	0.38	2,004	Unfurnished	3	8	21	6	3	High	Yes	Yes	Playground, Garden, Clubhouse, Gym, Pool	West	Builder	Under_Construction
63	Andhra Pradesh	Vijayawada	Locality_64	Villa	1	2,471	437.65	0.18	2,022	Furnished	4	7	3	1	4	Low	No	Yes	Gym, Playground, Garden, Clubhouse	West	Owner	Under_Construction
64	Punjab	Amritsar	Locality_372	Villa	1	1,949	109.09	0.06	1,999	Unfurnished	1	3	26	1	8	High	Yes	Yes	Playground, Garden, Clubhouse, Gym, Pool	West	Owner	Under_Construction
65	Bihar	Patna	Locality_76	Apartment	4	1,574	100.44	0.06	2,003	Semi-furnished	10	26	22	1	5	High	Yes	No	Pool, Garden, Playground, Clubhouse, Gym	West	Owner	Ready_to_Move
66	Madhya Pradesh	Bhopal	Locality_412	Apartment	1	890	439.52	0.49	2,020	Semi-furnished	12	29	5	5	3	Low	No	No	Clubhouse, Playground	South	Owner	Ready_to_Move
67	Gujarat	Surat	Locality_169	Villa	1	2,318	234.83	0.1	1,997	Furnished	26	16	28	9	6	High	Yes	Yes	Gym	East	Owner	Under_Construction
68	Madhya Pradesh	Indore	Locality_479	Apartment	2	502	486.68	0.97	2,008	Semi-furnished	14	7	17	5	10	Medium	No	No	Playground, Clubhouse	West	Owner	Under_Construction
69	Madhya Pradesh	Bhopal	Locality_121	Independent House	1	3,000	87.74	0.03	2,017	Semi-furnished	13	25	8	4	4	Medium	Yes	Yes	Garden	East	Builder	Under_Construction
70	Uttar Pradesh	Lucknow	Locality_128	Independent House	1	1,704	148.92	0.09	2,014	Unfurnished	11	21	11	2	4	Medium	Yes	No	Pool, Garden, Gym, Playground, Clubhouse	West	Builder	Ready_to_Move
71	Punjab	Amritsar	Locality_145	Apartment	4	1,346	53.12	0.04	2,017	Furnished	23	2	8	3	6	High	No	No	Playground, Gym	South	Owner	Under_Construction
72	Delhi	New Delhi	Locality_205	Villa	2	1,518	408.45	0.27	2,005	Semi-furnished	1	1	20	9	2	Low	No	No	Pool, Garden, Clubhouse, Playground	West	Owner	Ready_to_Move
73	Uttarakhand	Dehradun	Locality_353	Villa	4	1,399	234.14	0.17	2,002	Unfurnished	11	2	23	9	10	Medium	Yes	Yes	Gym, Pool, Playground, Garden	South	Broker	Under_Construction
74	Gujarat	Ahmedabad	Locality_387	Independent House	4	978	418.76	0.43	2,001	Semi-furnished	27	30	24	8	2	High	Yes	No	Clubhouse, Garden, Gym, Pool, Playground	East	Owner	Under_Construction
75	Chhattisgarh	Raipur	Locality_278	Villa	3	1,041	357.84	0.34	1,995	Semi-furnished	22	30	30	1	7	Low	Yes	No	Clubhouse	East	Owner	Under_Construction
76	Rajasthan	Jodhpur	Locality_258	Apartment	1	3,028	131.06	0.04	2,002	Semi-furnished	19	16	23	4	8	High	Yes	Yes	Pool	South	Owner	Under_Construction
77	Gujarat	Surat	Locality_418	Independent House	3	3,757	470.63	0.13	2,018	Semi-furnished	11	23	7	6	2	High	Yes	Yes	Gym	South	Builder	Under_Construction
78	Bihar	Patna	Locality_436	Independent House	5	4,890	392.39	0.08	2,015	Furnished	28	11	10	3	6	Low	Yes	No	Gym	East	Broker	Under_Construction
79	Andhra Pradesh	Vishakhapatnam	Locality_92	Apartment	3	2,410	272.3	0.11	2,020	Semi-furnished	10	11	5	3	8	Medium	No	Yes	Playground	North	Builder	Under_Construction
80	Punjab	Amritsar	Locality_39	Apartment	1	1,889	257.47	0.14	2,020	Semi-furnished	11	3	5	5	10	Low	No	No	Playground, Gym, Garden, Clubhouse, Pool	North	Owner	Ready_to_Move
81	Chhattisgarh	Bilaspur	Locality_473	Villa	4	1,629	222.48	0.14	2,019	Unfurnished	14	26	6	2	8	Low	Yes	No	Gym, Clubhouse, Pool, Playground	East	Broker	Ready_to_Move
82	Rajasthan	Jaipur	Locality_63	Villa	3	4,649	176.55	0.04	1,996	Furnished	21	22	29	8	4	High	No	No	Garden, Gym, Clubhouse	East	Owner	Ready_to_Move
83	Haryana	Gurgaon	Locality_12	Independent House	2	1,876	263.29	0.14	2,020	Unfurnished	11	12	5	9	6	High	No	Yes	Clubhouse, Garden	South	Owner	Under_Construction
84	Karnataka	Bangalore	Locality_498	Independent House	4	3,936	401.88	0.1	1,999	Furnished	2	6	26	3	6	High	No	Yes	Gym, Pool, Clubhouse, Playground, Garden	West	Builder	Ready_to_Move
85	Rajasthan	Jodhpur	Locality_356	Independent House	2	3,065	111.1	0.04	1,992	Semi-furnished	8	16	33	10	3	Medium	No	Yes	Playground, Garden, Pool, Gym	South	Broker	Ready_to_Move
86	Karnataka	Mangalore	Locality_314	Villa	2	1,288	395.3	0.31	2,022	Semi-furnished	22	20	3	1	10	Medium	No	Yes	Clubhouse, Pool, Playground	West	Broker	Under_Construction
87	Haryana	Gurgaon	Locality_1	Apartment	2	3,729	178.74	0.05	2,011	Semi-furnished	23	27	14	1	3	Low	Yes	No	Garden, Pool, Playground, Clubhouse	South	Builder	Ready_to_Move
88	Andhra Pradesh	Vishakhapatnam	Locality_394	Villa	1	4,888	59.7	0.01	1,993	Furnished	0	4	32	7	4	High	No	Yes	Pool, Playground, Clubhouse, Garden	West	Broker	Ready_to_Move
89	Punjab	Ludhiana	Locality_187	Villa	1	2,888	157.15	0.05	2,014	Semi-furnished	17	9	11	8	8	Medium	Yes	No	Playground, Pool, Garden, Gym	West	Builder	Under_Construction
90	Delhi	New Delhi	Locality_420	Villa	3	3,596	129.74	0.04	1,996	Furnished	15	24	29	9	3	Low	No	Yes	Clubhouse	West	Builder	Ready_to_Move
91	Uttar Pradesh	Noida	Locality_305	Villa	3	4,607	223.89	0.05	2,000	Unfurnished	24	25	25	2	10	High	Yes	Yes	Playground, Garden, Clubhouse, Gym	West	Builder	Under_Construction
92	Jharkhand	Ranchi	Locality_181	Independent House	3	2,163	57.29	0.03	2,010	Semi-furnished	28	30	15	9	8	Low	Yes	No	Pool	East	Owner	Ready_to_Move
93	Haryana	Faridabad	Locality_75	Villa	1	1,763	201.3	0.11	1,995	Furnished	7	8	30	2	1	Medium	Yes	Yes	Playground, Pool	North	Broker	Ready_to_Move
94	Uttar Pradesh	Lucknow	Locality_179	Independent House	3	4,283	40.33	0.01	2,016	Semi-furnished	15	22	9	3	7	High	Yes	No	Playground, Pool	East	Builder	Ready_to_Move
95	Odisha	Cuttack	Locality_180	Independent House	1	2,614	356.41	0.14	2,020	Unfurnished	14	2	5	7	8	Low	Yes	No	Pool	North	Broker	Ready_to_Move
96	Andhra Pradesh	Vijayawada	Locality_326	Independent House	5	4,113	436.35	0.11	1,991	Semi-furnished	13	4	34	2	1	Low	Yes	No	Playground	West	Broker	Under_Construction
97	Bihar	Gaya	Locality_384	Apartment	3	2,770	407.95	0.15	2,016	Semi-furnished	29	5	9	5	2	High	No	No	Pool, Gym, Clubhouse	North	Broker	Under_Construction
98	West Bengal	Durgapur	Locality_430	Villa	3	1,177	81.49	0.07	1,994	Unfurnished	12	15	31	10	6	Medium	No	Yes	Garden	North	Owner	Ready_to_Move
99	Punjab	Ludhiana	Locality_363	Villa	1	1,277	12.52	0.01	2,001	Semi-furnished	4	9	24	3	9	Medium	No	Yes	Garden, Playground, Clubhouse, Pool, Gym	North	Builder	Ready_to_Move
100	West Bengal	Kolkata	Locality_83	Apartment	4	509	375	0.74	2,018	Semi-furnished	10	25	7	9	3	Medium	No	Yes	Pool, Clubhouse, Gym	South	Owner	Ready_to_Move

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