Datasets:

Priyo-05
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house_price_prediction_5000

id int64	city string	property_type string	area_sqft int64	bedrooms int64	bathrooms int64	floors int64	floor_number int64	year_built int64	age_years int64	condition string	furnishing string	parking_spaces int64	has_garden int64	has_pool int64	distance_to_city_center_km float64	near_school int64	near_hospital int64	crime_rate_index float64	price_bdt int64
1	Chattogram	Apartment	1,601	2	1	23	2	2,022	4	Good	Unfurnished	1	0	1	2.85	1	1	56.4	19,162,000
2	Dhaka	Duplex	2,728	3	3	1	0	2,006	20	New	Semi-Furnished	0	1	1	4.56	0	1	52.1	42,817,000
3	Barishal	House	1,527	2	2	2	0	1,999	27	Fair	Semi-Furnished	0	1	0	9.17	0	1	56	7,033,000
4	Khulna	Apartment	1,694	1	1	16	1	1,999	27	Fair	Fully Furnished	0	0	0	7.3	1	0	48.4	11,862,000
5	Sylhet	Apartment	2,153	3	3	24	13	2,022	4	Good	Unfurnished	2	0	0	0.56	1	0	35.5	13,713,000
6	Rangpur	House	1,704	2	1	3	2	1,992	34	Good	Semi-Furnished	0	1	0	6.14	0	1	64.9	6,575,000
7	Chattogram	Condo	1,819	2	2	10	5	1,995	31	Good	Semi-Furnished	1	0	0	2	0	0	37.7	14,045,000
8	Chattogram	Apartment	1,380	2	2	10	10	2,015	11	Needs Renovation	Unfurnished	0	0	0	20.02	0	0	59.5	4,893,000
9	Barishal	Apartment	1,351	2	2	8	5	1,986	40	Good	Unfurnished	1	0	0	3.63	0	1	45.7	4,057,000
10	Khulna	Apartment	696	2	3	13	12	2,015	11	Fair	Unfurnished	1	0	0	5.86	0	0	52.3	1,404,000
11	Barishal	Duplex	2,519	3	4	1	1	1,996	30	Excellent	Unfurnished	1	0	0	2.36	0	0	30.8	25,764,000
12	Sylhet	Apartment	1,087	1	1	11	6	1,985	41	Needs Renovation	Unfurnished	1	0	0	24.07	0	0	52.5	1,752,000
13	Dhaka	House	1,039	1	1	1	1	2,017	9	Fair	Semi-Furnished	2	0	1	2.22	1	0	44.4	17,053,000
14	Dhaka	House	1,466	1	1	2	0	2,005	21	Excellent	Semi-Furnished	0	1	0	1.44	0	0	25.8	10,114,000
15	Rajshahi	Apartment	1,471	2	2	17	9	1,995	31	Good	Semi-Furnished	0	0	0	6.61	1	0	85	3,296,000
16	Rajshahi	Apartment	2,350	4	4	15	6	2,006	20	Excellent	Semi-Furnished	1	0	0	13.28	0	1	70.9	4,103,000
17	Rajshahi	Apartment	1,194	1	1	9	1	1,994	32	Good	Fully Furnished	0	0	0	4.38	0	0	36.9	8,451,000
18	Khulna	House	2,047	2	3	3	2	1,994	32	Fair	Unfurnished	1	1	0	3.23	0	1	62.5	13,065,000
19	Khulna	Apartment	1,576	3	2	21	7	1,997	29	Fair	Semi-Furnished	0	0	0	0.55	1	0	60.9	10,949,000
20	Rangpur	House	1,779	3	2	1	1	1,996	30	Good	Fully Furnished	2	1	0	5.98	1	0	48.2	4,974,000
21	Rangpur	Apartment	1,905	4	4	17	13	1,989	37	Needs Renovation	Fully Furnished	0	0	0	17.14	0	0	43.5	5,398,000
22	Khulna	Apartment	1,908	4	4	25	18	2,004	22	Good	Fully Furnished	0	0	0	7.18	1	0	54.8	10,648,000
23	Sylhet	House	2,215	2	2	1	0	2,004	22	Excellent	Unfurnished	1	0	0	1.36	1	1	38.6	25,752,000
24	Khulna	Apartment	725	2	1	19	7	1,996	30	Fair	Semi-Furnished	0	0	0	1.17	1	1	40.9	3,752,000
25	Mymensingh	House	1,183	2	3	1	1	2,013	13	Excellent	Unfurnished	0	0	0	2.4	1	1	18.9	5,102,000
26	Sylhet	Apartment	1,497	2	2	8	6	2,011	15	Excellent	Semi-Furnished	2	0	0	12.17	1	0	62.9	11,187,000
27	Barishal	Apartment	1,453	1	2	23	23	2,019	7	Fair	Fully Furnished	0	0	0	4.78	0	0	42.6	9,123,000
28	Dhaka	Condo	744	1	1	19	4	2,014	12	Excellent	Unfurnished	0	0	0	15.38	0	0	71.1	11,336,000
29	Dhaka	Townhouse	1,756	2	1	1	0	1,997	29	Fair	Semi-Furnished	1	1	0	4.89	1	0	58.8	35,737,000
30	Sylhet	Townhouse	1,777	3	3	3	2	2,009	17	Good	Semi-Furnished	2	0	0	12.06	0	1	62.4	19,753,000
31	Barishal	Apartment	1,264	2	2	6	6	2,011	15	Fair	Unfurnished	2	0	0	9.47	0	0	43.1	3,297,000
32	Mymensingh	Apartment	1,336	3	3	13	13	1,990	36	Excellent	Semi-Furnished	1	0	0	3.86	1	1	20.9	5,573,000
33	Rajshahi	Condo	1,117	2	1	22	6	1,990	36	Excellent	Semi-Furnished	0	0	0	9.61	1	1	44.7	5,393,000
34	Barishal	Apartment	942	1	1	17	14	2,002	24	Excellent	Unfurnished	0	0	0	22.47	1	0	53.6	1,990,000
35	Rajshahi	Townhouse	1,489	3	3	1	1	1,985	41	Good	Unfurnished	1	1	0	8.62	1	1	48.5	5,271,000
36	Barishal	Apartment	2,699	5	6	9	1	2,010	16	Good	Semi-Furnished	0	0	0	21.02	1	0	56.5	7,015,000
37	Khulna	Duplex	2,027	1	1	3	1	2,004	22	Good	Unfurnished	1	0	0	2.31	1	1	36.5	7,868,000
38	Mymensingh	Apartment	2,243	3	4	8	3	2,001	25	Fair	Semi-Furnished	0	0	0	6.8	0	0	14.9	3,470,000
39	Rajshahi	House	1,710	4	5	1	1	2,004	22	Good	Fully Furnished	0	1	1	4.6	1	1	41.4	19,840,000
40	Dhaka	Townhouse	1,139	2	1	1	1	2,018	8	Good	Fully Furnished	1	0	0	1.37	1	0	55	24,334,000
41	Mymensingh	Apartment	1,885	4	3	20	2	2,005	21	Excellent	Unfurnished	1	0	0	1.75	1	1	7.7	10,834,000
42	Mymensingh	House	1,808	3	3	2	1	2,016	10	New	Fully Furnished	0	1	0	5.81	0	0	36.1	9,660,000
43	Sylhet	Apartment	985	2	2	19	15	2,015	11	Excellent	Semi-Furnished	0	0	0	16.53	1	0	80.8	5,250,000
44	Rajshahi	Condo	1,642	2	3	10	7	2,019	7	Good	Unfurnished	1	0	0	16.22	1	0	43.2	9,783,000
45	Barishal	Duplex	1,066	2	3	3	2	1,994	32	Good	Unfurnished	0	0	0	5.11	1	0	41.9	4,914,000
46	Sylhet	Apartment	1,476	3	4	8	5	2,019	7	Good	Unfurnished	0	0	0	0.39	1	0	10.7	19,509,000
47	Rangpur	Townhouse	1,216	3	2	2	0	2,004	22	Fair	Unfurnished	1	1	0	6.43	0	1	32	2,330,000
48	Khulna	Apartment	1,250	2	2	20	8	1,985	41	Fair	Semi-Furnished	0	0	0	22.31	0	0	84.6	3,865,000
49	Rajshahi	Apartment	1,621	2	2	18	18	2,007	19	Good	Fully Furnished	0	0	0	3.38	0	0	79.5	3,365,000
50	Mymensingh	Condo	1,763	4	4	25	25	2,007	19	Excellent	Unfurnished	1	0	0	8.27	1	0	71.8	3,624,000
51	Dhaka	House	1,472	2	2	2	1	1,996	30	Excellent	Semi-Furnished	1	0	0	3.09	0	0	29.3	18,963,000
52	Chattogram	Apartment	2,341	4	4	18	17	2,008	18	New	Semi-Furnished	1	0	0	10.2	1	0	57	20,052,000
53	Mymensingh	Apartment	1,808	4	4	8	7	2,004	22	Good	Unfurnished	1	0	0	1.33	1	1	38	7,599,000
54	Rangpur	House	828	2	1	2	1	2,002	24	New	Semi-Furnished	0	0	0	9.19	0	1	60.7	3,056,000
55	Chattogram	Townhouse	1,600	3	3	3	2	2,023	3	Needs Renovation	Unfurnished	0	0	0	13.5	0	0	92.8	4,940,000
56	Dhaka	Apartment	2,712	6	6	11	1	1,986	40	New	Unfurnished	1	0	1	2.41	1	1	19	20,585,000
57	Barishal	Apartment	2,337	4	3	22	9	2,014	12	Good	Unfurnished	2	0	0	2.22	1	0	37.8	7,811,000
58	Sylhet	Apartment	1,061	2	2	18	16	2,003	23	Good	Semi-Furnished	2	0	0	8.91	0	1	61.1	6,192,000
59	Barishal	Condo	1,327	1	1	19	10	2,001	25	Good	Unfurnished	1	0	0	0.88	0	0	33.6	7,737,000
60	Barishal	House	1,639	1	2	3	0	2,003	23	Good	Unfurnished	0	0	0	2.49	1	0	33.6	9,194,000
61	Dhaka	House	1,134	2	1	1	1	2,004	22	Fair	Unfurnished	1	0	1	11.4	1	0	58.5	9,880,000
62	Sylhet	Apartment	807	2	1	7	2	1,995	31	Good	Unfurnished	1	0	0	7.37	1	0	53.3	3,730,000
63	Mymensingh	Apartment	1,587	2	1	6	1	2,004	22	Needs Renovation	Semi-Furnished	1	0	0	5.68	1	0	30.6	3,369,000
64	Barishal	Apartment	1,655	3	2	20	2	2,005	21	Good	Semi-Furnished	0	0	0	0.8	0	1	21	12,797,000
65	Chattogram	Apartment	1,947	3	4	22	2	2,010	16	Fair	Semi-Furnished	1	0	0	8.08	1	0	72	12,419,000
66	Sylhet	Apartment	1,904	3	3	8	2	2,025	1	Good	Semi-Furnished	1	0	0	7.09	0	0	28.6	14,155,000
67	Chattogram	Apartment	577	1	1	17	16	1,989	37	Excellent	Semi-Furnished	2	0	0	15.69	0	0	66.9	4,341,000
68	Dhaka	Apartment	1,284	3	3	25	15	2,017	9	Excellent	Unfurnished	2	0	0	9.78	1	1	68.1	13,914,000
69	Sylhet	Apartment	1,568	3	3	25	1	2,025	1	Good	Unfurnished	2	0	0	10.32	0	0	62.1	7,394,000
70	Sylhet	Condo	1,818	2	3	10	9	1,990	36	Excellent	Semi-Furnished	1	0	0	13.84	0	0	27.8	16,836,000
71	Barishal	Apartment	1,766	1	1	21	6	1,999	27	Needs Renovation	Unfurnished	0	0	0	6.91	1	0	70	6,900,000
72	Rangpur	Apartment	2,189	3	3	20	1	2,011	15	Good	Semi-Furnished	2	0	0	11.19	1	0	46.8	12,054,000
73	Khulna	Apartment	2,499	6	6	15	12	2,017	9	Good	Fully Furnished	1	0	0	3.3	0	1	15	8,958,000
74	Chattogram	Apartment	1,467	3	3	19	2	1,999	27	Fair	Fully Furnished	1	0	0	4.05	1	1	34.1	9,781,000
75	Barishal	Duplex	2,613	3	4	3	0	2,015	11	Good	Unfurnished	1	0	0	10.15	1	1	54.7	8,196,000
76	Rangpur	House	1,544	2	3	3	2	1,986	40	Good	Semi-Furnished	0	1	0	6.29	0	0	31.6	6,251,000
77	Dhaka	Apartment	1,097	1	1	14	11	1,986	40	Excellent	Unfurnished	1	0	0	7.62	1	1	67.6	10,763,000
78	Mymensingh	Townhouse	1,398	2	2	1	1	1,987	39	Excellent	Unfurnished	1	0	0	32.73	0	0	85	2,148,000
79	Dhaka	Condo	1,518	2	2	19	12	2,013	13	Fair	Semi-Furnished	2	0	0	19.11	0	0	58.9	6,239,000
80	Sylhet	Apartment	1,491	2	2	15	14	2,023	3	Good	Unfurnished	0	0	0	18.21	0	0	66.1	7,866,000
81	Rangpur	Apartment	1,257	3	2	10	9	2,013	13	New	Unfurnished	1	0	0	7.07	0	0	30.8	5,004,000
82	Sylhet	Apartment	1,295	1	1	9	0	1,996	30	Good	Semi-Furnished	0	0	0	6.13	1	0	39.2	8,024,000
83	Chattogram	Apartment	1,877	4	3	16	11	1,989	37	Good	Unfurnished	0	0	0	8.78	1	1	55.6	25,406,000
84	Khulna	Duplex	2,913	4	4	2	0	2,024	2	Fair	Unfurnished	0	0	0	4.84	1	1	56	7,201,000
85	Barishal	Apartment	1,362	3	3	10	6	2,017	9	Fair	Unfurnished	1	0	0	4.15	1	0	46.9	8,210,000
86	Rajshahi	Apartment	1,658	3	3	25	17	1,990	36	Good	Unfurnished	1	0	0	10.14	0	0	46.1	8,184,000
87	Dhaka	Townhouse	1,473	3	3	3	1	2,024	2	Good	Semi-Furnished	0	0	0	12.8	1	1	44	6,731,000
88	Mymensingh	Apartment	1,525	2	2	17	12	1,993	33	Fair	Semi-Furnished	1	0	0	4.46	1	0	48.1	8,257,000
89	Sylhet	Condo	1,876	4	4	11	7	2,017	9	Good	Fully Furnished	0	0	0	4.76	1	1	41.8	13,061,000
90	Mymensingh	Apartment	1,738	3	3	14	11	2,008	18	Fair	Semi-Furnished	0	0	0	5.79	1	0	54.5	4,865,000
91	Chattogram	Apartment	1,912	3	3	23	11	1,994	32	Excellent	Semi-Furnished	0	0	0	3.78	1	0	40.3	19,439,000
92	Barishal	Apartment	2,058	4	4	24	10	2,017	9	Fair	Semi-Furnished	0	0	0	4.56	0	0	29.1	11,441,000
93	Dhaka	House	2,218	2	2	3	0	2,022	4	Good	Semi-Furnished	0	1	0	3.09	0	1	13.9	31,781,000
94	Rangpur	House	1,576	1	2	3	2	1,988	38	Good	Semi-Furnished	0	0	0	22.89	0	0	47.2	5,566,000
95	Rajshahi	House	2,354	3	3	1	1	2,003	23	Good	Semi-Furnished	0	0	0	9.53	0	0	49.5	15,335,000
96	Barishal	Townhouse	1,472	3	3	3	0	2,007	19	Fair	Semi-Furnished	1	0	0	6.32	1	0	33.4	3,721,000
97	Khulna	House	2,640	4	5	1	0	1,985	41	Needs Renovation	Fully Furnished	1	0	0	8.87	1	1	65.7	5,285,000
98	Khulna	Apartment	605	2	2	19	5	1,987	39	Needs Renovation	Semi-Furnished	0	0	0	19.98	1	0	64	855,000
99	Rajshahi	Apartment	1,057	2	2	22	14	2,002	24	Excellent	Unfurnished	1	0	0	2.92	0	1	53.3	6,702,000
100	Rangpur	Condo	1,356	2	1	11	2	2,015	11	Excellent	Unfurnished	1	0	0	22.16	0	1	77	5,107,000

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