Datasets:

sachin-iitd
/

DelhiPollDataset

Languages: English

Size Categories: 1M<n<10M

Tags: pm2.5 pollution meteorological

License:

Dataset card Viewer Files Files and versions Community

Dataset Viewer

Auto-converted to Parquet

View in Dataset Viewer

Viewer

Split (2)

train · 74.1k rows

dateTime stringlengths 25 25	lat float64 28.3 28.8	long float64 77.1 77.8	pressure float64 967 3.57k	temperature float64 11.9 123	humidity float64 8.06 60	pm1_0 float64 20 357	pm2_5 float64 30 931	pm10 float64 31 968
2021-01-20 09:00:00+05:30	28.633	77.2326	990.75	26.07	40.32	90.14	148.28	168.75
2021-01-16 08:00:00+05:30	28.651	77.2224	990.12	23.2	44.11	164.16	360.01	399.39
2021-01-02 18:00:00+05:30	28.561	77.2938	989.48	32.15	27.63	150.46	243.46	282.69
2020-11-19 13:00:00+05:30	28.552	77.1612	986.98	36.02	19.13	49.25	78.88	83.5
2021-01-11 15:00:00+05:30	28.561	77.1918	990.39	34.38	23.03	48.74	75.33	85.56
2020-12-06 13:00:00+05:30	28.633	77.2326	990.56	33.27	30.08	108.54	183.64	203.13
2020-12-21 16:00:00+05:30	28.498	77.2938	994.95	33.14	19.14	73.09	114.65	124.81
2020-12-04 07:00:00+05:30	28.552	77.1714	985.42	36.25	28.12	107.3	180.27	193.97
2020-12-15 08:00:00+05:30	28.498	77.2938	995.45	25.43	34.65	64.09	107.72	125.61
2021-01-01 09:00:00+05:30	28.498	77.2938	996.13	22.45	38.12	242.83	476.68	517.78
2020-12-30 17:00:00+05:30	28.606	77.2326	993.91	27.63	33.89	94.17	143.83	154.83
2021-01-17 07:00:00+05:30	28.66	77.304	992.37	20.66	39.74	92	147.67	155
2020-12-12 07:00:00+05:30	28.57	77.202	989.91	24.83	54.42	170.06	303.28	328.94
2020-12-09 16:00:00+05:30	28.651	77.1204	988.34	37.54	21.98	53.17	84.91	92.02
2020-12-29 14:00:00+05:30	28.561	77.2428	992.08	31.45	20.78	68.49	109.17	119.8
2020-11-17 09:00:00+05:30	28.516	77.2938	992.3	31.55	36.86	79.49	124.15	132.51
2021-01-13 16:00:00+05:30	28.597	77.1612	985.24	32.1	23.22	86.33	157.89	171.78
2021-01-01 13:00:00+05:30	28.669	77.2224	993.77	28.27	34.81	281.5	513.42	549.33
2020-12-27 11:00:00+05:30	28.588	77.1612	986.34	31.2	25.17	212	393.51	424.26
2020-12-24 17:00:00+05:30	28.516	77.2938	989.91	32.84	22.41	97.09	156.24	169.11
2020-11-30 13:00:00+05:30	28.57	77.1612	990.52	38.42	16.87	93.11	148.83	157.39
2020-12-15 12:00:00+05:30	28.615	77.2734	996.68	33.42	22.3	82	133.67	148.33
2021-01-07 11:00:00+05:30	28.552	77.1612	990.63	34.37	30.57	54.71	97.43	105.71
2020-12-09 05:00:00+05:30	28.615	77.2326	991.39	22.05	50.94	172.59	305.12	345.5
2021-01-02 05:00:00+05:30	28.579	77.253	992.24	17.72	50.26	161	313	364
2020-12-23 07:00:00+05:30	28.588	77.1612	987.12	22.58	37.71	274.47	570.89	613.95
2021-01-18 23:00:00+05:30	28.552	77.2938	991.88	25.65	42.98	255.4	534	611
2021-01-03 15:00:00+05:30	28.588	77.253	989	30.44	42.09	40.4	58.74	68.14
2021-01-02 11:00:00+05:30	28.561	77.2734	992.45	29.44	41.06	82.23	131.5	140.58
2020-12-01 07:00:00+05:30	28.57	77.2326	986.78	24.95	39.55	169.84	286.78	308.44
2020-12-20 05:00:00+05:30	28.543	77.253	993.57	17.19	46.2	133.4	217.2	235.6
2020-12-12 14:00:00+05:30	28.615	77.2836	992.17	34.09	33.32	148.26	260	285.77
2020-12-23 21:00:00+05:30	28.588	77.2326	988.05	31.2	28.03	133	235.63	255.33
2021-01-15 17:00:00+05:30	28.552	77.2632	988.1	33.55	26.15	135.58	234.57	254.02
2020-11-02 14:00:00+05:30	28.489	77.2938	989.87	42.98	10.83	112.94	179.06	189.7
2021-01-27 11:00:00+05:30	28.669	77.253	994.57	29.76	27.79	126.86	209.34	224.21
2020-12-05 12:00:00+05:30	28.624	77.2326	1,002.79	34.59	30.35	129	222.5	238.62
2021-01-05 14:00:00+05:30	28.561	77.2326	990.91	35.53	34.21	83.81	124.77	134.2
2021-01-13 20:00:00+05:30	28.606	77.2734	991	30.4	25.41	126.1	201.05	211
2021-01-30 17:00:00+05:30	28.633	77.2122	991.33	33.56	16.61	66.37	107.7	116.54
2020-12-01 13:00:00+05:30	28.57	77.2632	994.79	38.02	17.59	75.38	116.5	121.75
2021-01-23 11:00:00+05:30	28.561	77.2428	989.76	26.13	36.65	89.85	154.49	170.83
2020-12-29 20:00:00+05:30	28.651	77.3142	993.94	29.51	22.14	80.35	140.26	170.09
2020-12-24 22:00:00+05:30	28.579	77.2428	991.01	26.56	30.54	198.69	320.31	326.31
2021-01-23 09:00:00+05:30	28.588	77.2326	989.07	25.43	41.88	80.07	137.61	151.75
2021-01-25 11:00:00+05:30	28.561	77.2428	995.83	26.02	35.4	83.88	144.12	161.96
2020-12-11 21:00:00+05:30	28.552	77.202	994.45	32.28	24.44	41.55	70.45	79.38
2021-01-18 20:00:00+05:30	28.57	77.1714	987.04	30.15	32.31	176.6	320.95	349.9
2021-01-03 14:00:00+05:30	28.615	77.1306	988	30.91	41.18	70.87	109.84	119.19
2020-12-04 13:00:00+05:30	28.552	77.202	990.09	39.05	18.15	66.7	108.7	116.42
2020-12-06 06:00:00+05:30	28.642	77.2326	988.78	25.35	49.22	145.29	250.12	278.51
2020-12-16 19:00:00+05:30	28.615	77.2326	995.9	27.48	28.49	72.48	111.56	120.68
2020-11-15 08:00:00+05:30	28.588	77.2224	988.61	25.45	45.8	178.33	352.33	382.33
2021-01-23 11:00:00+05:30	28.561	77.2632	997.07	26.5	36.54	105.16	190.67	206.16
2021-01-08 00:00:00+05:30	28.543	77.2734	985.52	28.84	36.78	75.97	129.16	141.28
2021-01-15 17:00:00+05:30	28.66	77.2326	987.98	33.1	30.46	176.56	288.68	311.6
2021-01-13 12:00:00+05:30	28.597	77.1612	988.49	29.63	27.15	131.5	230.5	259
2020-12-16 18:00:00+05:30	28.561	77.1918	994.47	31	21.66	58.39	90.05	102.95
2021-01-03 21:00:00+05:30	28.57	77.2224	989.66	23.46	55.51	67.88	99.12	105.56
2020-11-02 09:00:00+05:30	28.624	77.2326	992.5	33.44	23.65	96.24	147.28	157.41
2020-11-02 21:00:00+05:30	28.543	77.2734	989.53	30.19	30.93	138.74	216.66	235.54
2021-01-30 12:00:00+05:30	28.651	77.304	993.87	35.04	15.03	60.15	89.82	91.12
2020-11-03 12:00:00+05:30	28.579	77.2224	990.37	39.45	10.65	36.72	55.86	70.47
2020-11-27 07:00:00+05:30	28.579	77.2224	989.54	21.58	50.3	63.54	107.64	114.74
2020-12-14 12:00:00+05:30	28.579	77.202	993.72	29.55	26.75	40.94	70	78.12
2020-12-17 22:00:00+05:30	28.606	77.2836	994.99	24.92	28.72	126.83	198.83	203.83
2020-12-18 06:00:00+05:30	28.543	77.2734	992.81	20.8	36.24	114.27	198.27	213.48
2020-11-13 06:00:00+05:30	28.561	77.1816	991.69	30.7	36.29	142.75	231.31	260.44
2020-11-21 21:00:00+05:30	28.615	77.2326	990.36	30.65	25.35	145.46	241.31	259.76
2021-01-30 14:00:00+05:30	28.597	77.202	991.95	34.95	14.53	64.88	97.93	103.35
2021-01-20 21:00:00+05:30	28.615	77.2836	990.88	28.53	33.05	84.55	148.45	165.41
2020-12-20 05:00:00+05:30	28.588	77.2428	995.75	16.31	44.48	140.17	250.44	281.44
2020-12-06 08:00:00+05:30	28.543	77.2632	987.9	33.65	34.21	180	331.6	357.3
2020-12-30 15:00:00+05:30	28.561	77.2836	995.19	37.05	17.19	77.74	129.65	144.68
2020-12-17 12:00:00+05:30	28.615	77.2938	997.56	27.54	24.04	72.78	118.56	121.44
2021-01-24 15:00:00+05:30	28.606	77.2836	992.06	28.44	34.51	83	135	140
2021-01-04 16:00:00+05:30	28.633	77.304	990.56	32.96	39.68	110	162.25	164.48
2021-01-29 17:00:00+05:30	28.651	77.2938	990.23	37.42	16.36	50.5	77.5	83
2021-01-27 22:00:00+05:30	28.615	77.2938	993.71	30.21	24.09	160.5	243.61	247.72
2020-12-28 06:00:00+05:30	28.588	77.202	990.63	18.5	38.8	82.33	133.67	146.22
2021-01-27 13:00:00+05:30	28.561	77.2122	993.46	35.6	14.34	61.64	94.08	98.94
2020-12-12 21:00:00+05:30	28.588	77.2224	992.2	27.34	44.19	170.94	294.9	322.46
2020-12-12 01:00:00+05:30	28.552	77.1612	989.41	32.26	25.21	48.38	74	79.38
2021-01-12 09:00:00+05:30	28.561	77.2326	992.51	24.71	39.12	135.23	244.95	267.17
2021-01-20 11:00:00+05:30	28.606	77.2836	992.88	30.38	26.84	58	90.5	93.5
2020-11-25 15:00:00+05:30	28.525	77.2224	976.14	23.54	38.01	107	186.67	205.17
2020-11-15 19:00:00+05:30	28.597	77.253	988.34	33.98	31.97	73.87	121.93	132.33
2021-01-19 16:00:00+05:30	28.588	77.253	987.89	35.77	23.67	71.07	108.53	111.53
2021-01-04 21:00:00+05:30	28.588	77.2326	991.64	28.55	51.65	36.93	55.06	66.76
2020-11-03 06:00:00+05:30	28.543	77.2632	988.51	26.84	32	119	195	205
2020-11-29 13:00:00+05:30	28.498	77.2938	993.93	37.91	16.17	60.78	94.83	103.83
2020-12-10 14:00:00+05:30	28.66	77.2326	989.16	35.8	24.29	68.12	104.88	113.84
2020-12-21 12:00:00+05:30	28.552	77.2734	994.45	39.81	16.2	114.5	186.5	204
2021-01-25 18:00:00+05:30	28.633	77.2938	990.56	33.36	27.44	68.48	126.1	139.17
2020-11-03 18:00:00+05:30	28.651	77.2836	988.38	37.78	17.71	69.22	103.34	114.5
2021-01-15 00:00:00+05:30	28.561	77.2428	990.02	27.94	32.6	231.47	435.64	470.83
2021-01-30 20:00:00+05:30	28.633	77.2428	991.18	28.04	30.66	143.05	219.55	237.4
2020-11-22 19:00:00+05:30	28.57	77.2326	991.31	26.1	25.35	53.36	79.96	85.44
2020-12-21 22:00:00+05:30	28.588	77.2428	980.39	26.51	33.41	213.17	386.17	413.33
2021-01-12 07:00:00+05:30	28.579	77.1714	988.66	21.57	38.71	124.46	221.36	241.5

End of preview. Expand in Dataset Viewer.

Delhi Pollution Dataset

Duration: Nov 2020 - Jan 2021

Mean PM2.5: 212.67

Dataset Contents:

deviceId, dateTime, lat, long, pressure, temperature, humidity, pm1_0, pm2_5, pm10

Dataset variants

1.Raw(PM) : Contains spatio-temporal raw PM data

2.Raw(PM+Met) : Contains spatio-temporal raw PM and meteorological data

3.Clean(PM+Met) : Contains spatio-temporal cleaned PM and meteorological data (with wrong lat-long samples removed)

4.Grid(PM+Met) : Average the cleaned dataset over spatio-temporal grids of 1km x 1km x 1hr

Website: https://www.cse.iitd.ac.in/pollutiondata

This dataset is collected by IIT-Delhi. For any queries, kindly contact: riju@cse.iitd.ac.in

Downloads last month: 0

Edit dataset card

Size of downloaded dataset files:

7.33 MB

Size of the auto-converted Parquet files:

3.88 MB

Number of rows:

92,685