Datasets:

GVJahnavi
/

CityDay

Dataset card Data Studio Files Files and versions Community

Split (2)

train · 11.1k rows

Date stringlengths 10 10	City stringclasses 7 values	PM2.5 float64 1.72 743 ⌀	PM10 float64 0.21 797 ⌀	NO float64 0.11 221	NO2 float64 0.04 226	NOx float64 0 378	NH3 float64 0.02 353	CO float64 0 48.1	SO2 float64 0.36 194	O3 float64 0.02 258	PM2.5_SubIndex float64 0 779	PM10_SubIndex float64 0 859	SO2_SubIndex float64 0.45 138	NOx_SubIndex float64 0 382	NO_SubIndex float64 0.14 241	NO2_SubIndex float64 0.05 246	NH3_SubIndex float64 0.01 88.2	CO_SubIndex float64 0 483	O3_SubIndex float64 0.02 309	Checks int64 7 9	AQI_calculated float64 16 859 ⌀	AQI_bucket_calculated stringclasses 6 values
2020-03-12	Delhi	56.92	155.18	21.91	36.74	39.57	35.31	0.94	13.68	34.27	94.866667	136.786667	17.1	49.4625	27.3875	45.925	8.8275	47	34.27	9	137	Moderate
2015-03-20	Mumbai	30.65	168	3.36	28.48	216.78	35.07	0	2.76	35.5	51.083333	145.333333	3.45	236.78	4.2	35.6	8.7675	0	35.5	8	237	Poor
2018-04-26	Chennai	44.01	58.53	38.85	26.2	39.58	54.19	0.81	5.12	29.81	73.35	58.53	6.4	49.475	48.5625	32.75	13.5475	40.5	29.81	9	73	Satisfactory
2016-01-25	Patna	335.55	121.42	91.57	38.73	130.31	19.55	2.98	6.6	10.85	465.807692	114.28	8.25	150.31	111.57	48.4125	4.8875	112.25	10.85	9	466	Severe
2020-04-17	Patna	38.82	101.67	69.71	15.28	50.49	13.41	1.35	9.8	37.05	64.7	101.113333	12.25	63.1125	87.1375	19.1	3.3525	67.5	37.05	9	101	Moderate
2015-10-12	Delhi	100.7	232.58	74.45	52.92	120.68	33.46	1.98	14.75	65.55	235.666667	188.386667	18.4375	140.68	93.0625	66.15	8.365	99	65.55	9	236	Poor
2017-04-05	Hyderabad	47.15	98.46	9.49	29.71	8.89	12.67	0.15	7.18	43.12	78.583333	98.46	8.975	11.1125	11.8625	37.1375	3.1675	7.5	43.12	9	98	Satisfactory
2015-07-20	Delhi	49.58	83.22	16.89	62.37	196.68	41.37	1.24	10.17	61.55	82.633333	83.22	12.7125	216.68	21.1125	77.9625	10.3425	62	61.55	9	217	Poor
2018-01-26	Patna	110.07	155.11	6.89	9.39	6.68	24.19	1.28	48.81	46.98	266.9	136.74	61.0125	8.35	8.6125	11.7375	6.0475	64	46.98	9	267	Poor
2018-11-03	Lucknow	165.8	63.23	29.6	76.48	63.46	35.75	1.72	7.61	32.63	335.230769	63.23	9.5125	79.325	37	95.6	8.9375	86	32.63	9	335	Very Poor
2017-03-30	Mumbai	37.42	69.68	9.2	27.69	9.66	57.35	0	4.92	65.19	62.366667	69.68	6.15	12.075	11.5	34.6125	14.3375	0	65.19	8	70	Satisfactory
2016-06-27	Lucknow	95.89	48.92	3.64	28.02	4.62	43.21	4.1	6.75	29.62	219.633333	48.92	8.4375	5.775	4.55	35.025	10.8025	126.25	29.62	9	220	Poor
2016-09-20	Mumbai	94.23	141.3	11.67	31.96	12.71	6.56	0	7.5	134.72	214.1	127.533333	9.375	15.8875	14.5875	39.95	1.64	0	151.058824	8	214	Poor
2018-10-12	Hyderabad	54.39	132.24	6.33	42.79	26.64	18.36	0.53	13.5	27.9	90.65	121.493333	16.875	33.3	7.9125	53.4875	4.59	26.5	27.9	9	121	Moderate
2016-06-13	Patna	53.5	332.91	7.8	22.26	30.06	34.24	1.08	0.92	24.98	89.166667	282.91	1.15	37.575	9.75	27.825	8.56	54	24.98	9	283	Poor
2019-07-05	Mumbai	13.97	53.1	31.89	13.72	44.87	11	0.57	12.61	12.64	23.283333	53.1	15.7625	56.0875	39.8625	17.15	2.75	28.5	12.64	9	56	Satisfactory
2017-12-07	Hyderabad	69.33	127.59	7.77	40.86	27.61	14.4	0.91	16.11	48.33	131.1	118.393333	20.1375	34.5125	9.7125	51.075	3.6	45.5	48.33	9	131	Moderate
2016-10-03	Mumbai	121.02	210.04	7.59	30.87	0	17.95	0	9.91	15.11	300.784615	173.36	12.3875	0	9.4875	38.5875	4.4875	0	15.11	7	301	Very Poor
2020-03-26	Bengaluru	27.77	51.53	2.55	8.99	10.63	11.25	0.7	5.87	35.05	46.283333	51.53	7.3375	13.2875	3.1875	11.2375	2.8125	35	35.05	9	52	Satisfactory
2016-10-12	Chennai	45.11	74.85	6.6	28.54	15.11	15.12	0.02	2.55	49.57	75.183333	74.85	3.1875	18.8875	8.25	35.675	3.78	1	49.57	9	75	Satisfactory
2018-09-28	Mumbai	44.86	107.68	51.26	37.4	88.2	35.57	2	15.19	50.39	74.766667	105.12	18.9875	108.2	64.075	46.75	8.8925	100	50.39	9	108	Moderate
2015-04-28	Lucknow	42.06	141.25	3.6	13.56	4.72	29.46	2.38	10.34	23.73	70.1	127.5	12.925	5.9	4.5	16.95	7.365	104.75	23.73	9	128	Moderate
2016-10-10	Delhi	125.8	290.85	79.04	88.86	126.5	39.72	1.24	17.3	112.52	304.461538	240.85	21.625	146.5	98.8	108.86	9.93	62	118.411765	9	304	Very Poor
2016-05-11	Chennai	59.24	112.6	5.93	14.66	11.65	72.7	1.16	4.49	31.62	98.733333	108.4	5.6125	14.5625	7.4125	18.325	18.175	58	31.62	9	108	Moderate
2015-07-12	Mumbai	32.29	34.16	13.21	9.83	19.39	48.01	0	9.07	40.41	53.816667	34.16	11.3375	24.2375	16.5125	12.2875	12.0025	0	40.41	8	54	Satisfactory
2015-11-23	Lucknow	281.45	36.84	22.68	14.84	4.22	9.44	2.92	8.37	43.9	424.192308	36.84	10.4625	5.275	28.35	18.55	2.36	111.5	43.9	9	424	Severe
2015-02-14	Lucknow	193.96	412.46	6.27	35.7	4.46	56.06	17.62	7.84	29.49	356.892308	378.075	9.8	5.575	7.8375	44.625	14.015	303.647059	29.49	9	378	Very Poor
2015-11-12	Chennai	44.5	106.33	6.16	15.41	19.8	197.29	1.27	5.01	43.68	74.166667	104.22	6.2625	24.75	7.7	19.2625	49.3225	63.5	43.68	9	104	Moderate
2017-04-05	Mumbai	47.67	207.72	34.82	29.71	14.95	27.27	0	2	80.64	79.45	171.813333	2.5	18.6875	43.525	37.1375	6.8175	0	80.64	8	172	Moderate
2016-01-08	Patna	260.51	62.77	31.8	40.09	71.89	10.43	1.79	2.93	23.52	408.084615	62.77	3.6625	89.8625	39.75	50.1125	2.6075	89.5	23.52	9	408	Severe
2016-11-27	Hyderabad	59.95	98.75	7.69	5.3	4.13	3.64	0.5	48.96	51.89	99.916667	98.75	61.2	5.1625	9.6125	6.625	0.91	25	51.89	9	100	Satisfactory
2019-08-06	Mumbai	10.6	41.04	23.34	9.73	31.87	12.25	0.44	9.83	11.1	17.666667	41.04	12.2875	39.8375	29.175	12.1625	3.0625	22	11.1	9	41	Good
2015-02-15	Lucknow	184.06	497.37	3.3	21.52	4.05	61.89	14.7	159.23	43.28	349.276923	484.2125	126.41	5.0625	4.125	26.9	15.4725	267.142857	43.28	9	484	Severe
2016-08-24	Bengaluru	34.99	73.18	4.35	17.43	2.31	40.31	0.41	3.13	23.74	58.316667	73.18	3.9125	2.8875	5.4375	21.7875	10.0775	20.5	23.74	9	73	Satisfactory
2019-02-19	Patna	154.22	120.19	48.15	88.51	52.14	18.13	2.43	48.97	65.38	326.323077	113.46	61.2125	65.175	60.1875	108.51	4.5325	105.375	65.38	9	326	Very Poor
2017-08-10	Patna	14.14	77.12	6.57	11.5	9.05	24.56	0	7.15	23.33	23.566667	77.12	8.9375	11.3125	8.2125	14.375	6.14	0	23.33	8	77	Satisfactory
2015-05-12	Hyderabad	40.88	293.26	7.77	13.54	19.29	15.13	0.65	8.13	33	68.133333	243.26	10.1625	24.1125	9.7125	16.925	3.7825	32.5	33	9	243	Poor
2015-05-13	Mumbai	83.21	174.52	10.5	21.74	25.47	56.95	0	2.77	23.81	177.366667	149.68	3.4625	31.8375	13.125	27.175	14.2375	0	23.81	8	177	Moderate
2018-09-23	Delhi	30.71	54.77	7.37	19.88	16.84	22.73	0.67	11.59	28.89	51.183333	54.77	14.4875	21.05	9.2125	24.85	5.6825	33.5	28.89	9	55	Satisfactory
2017-01-01	Chennai	44.56	402.31	6.62	15.04	12.78	55.92	0.18	5.8	19.33	74.266667	365.3875	7.25	15.975	8.275	18.8	13.98	9	19.33	9	365	Very Poor
2016-09-17	Delhi	81.9	207.91	28.14	56.8	83.1	29.48	0.99	12.78	75.84	173	171.94	15.975	103.1	35.175	71	7.37	49.5	75.84	9	173	Moderate
2016-06-21	Bengaluru	28.24	194.62	6.57	15.81	14.49	36.79	0.47	7.48	16.7	47.066667	163.08	9.35	18.1125	8.2125	19.7625	9.1975	23.5	16.7	9	163	Moderate
2020-01-29	Patna	132.55	208.53	62.27	37.57	96.2	35.33	1.18	10.48	19.53	309.653846	172.353333	13.1	116.2	77.8375	46.9625	8.8325	59	19.53	9	310	Very Poor
2018-04-03	Mumbai	27.82	100.63	37.18	40.96	65.69	45.56	1.32	52.83	38.27	46.366667	100.42	66.0375	82.1125	46.475	51.2	11.39	66	38.27	9	100	Satisfactory
2017-10-12	Bengaluru	27.29	54.56	10.47	30.86	16.24	26.64	0.57	4.2	22.7	45.483333	54.56	5.25	20.3	13.0875	38.575	6.66	28.5	22.7	9	55	Satisfactory
2019-10-16	Lucknow	88.51	118.26	17.62	29.76	29.93	39.51	1.27	8.83	33.1	195.033333	112.173333	11.0375	37.4125	22.025	37.2	9.8775	63.5	33.1	9	195	Moderate
2017-08-01	Bengaluru	26.57	91.01	7.35	26.22	0	24.62	1.5	5.34	54.93	44.283333	91.01	6.675	0	9.1875	32.775	6.155	75	54.93	8	91	Satisfactory
2017-04-13	Chennai	49.49	161.14	3.23	9.04	8.96	54.53	0.06	4.59	24.36	82.483333	140.76	5.7375	11.2	4.0375	11.3	13.6325	3	24.36	9	141	Moderate
2015-08-08	Mumbai	63.11	149.92	21.3	50.51	19.09	39.26	0	6.9	13.17	110.366667	133.28	8.625	23.8625	26.625	63.1375	9.815	0	13.17	8	133	Moderate
2017-07-08	Hyderabad	18.19	55.27	7.48	15.37	7.12	5	0.15	6.05	34.11	30.316667	55.27	7.5625	8.9	9.35	19.2125	1.25	7.5	34.11	9	55	Satisfactory
2017-05-09	Chennai	34.59	91.33	3.98	12.01	10.49	38.95	0.06	7.1	40.3	57.65	91.33	8.875	13.1125	4.975	15.0125	9.7375	3	40.3	9	91	Satisfactory
2016-12-19	Mumbai	236.24	96.74	8.19	88.02	0	20.01	0	43.85	25.9	389.415385	96.74	54.8125	0	10.2375	108.02	5.0025	0	25.9	7	389	Very Poor
2019-03-20	Mumbai	27.08	92.8	54.25	10.65	64.89	15.75	1.8	4.35	65.62	45.133333	92.8	5.4375	81.1125	67.8125	13.3125	3.9375	90	65.62	9	93	Satisfactory
2015-11-20	Hyderabad	30.44	74.28	7.51	6.96	11.27	5.97	0.94	8.51	21.91	50.733333	74.28	10.6375	14.0875	9.3875	8.7	1.4925	47	21.91	9	74	Satisfactory
2016-02-09	Bengaluru	85.33	223.57	6.7	59.41	30.85	20.89	2.19	9.71	35.63	184.433333	182.38	12.1375	38.5625	8.375	74.2625	5.2225	102.375	35.63	9	184	Moderate
2015-11-13	Delhi	291.66	469.38	27.58	61.66	84.27	50.58	1.75	21.15	101.14	432.046154	449.225	26.4375	104.27	34.475	77.075	12.645	87.5	101.676471	9	449	Severe
2016-03-07	Delhi	98.61	167.78	33.11	54.69	84.84	54.88	1.28	20.44	82.97	228.7	145.186667	25.55	104.84	41.3875	68.3625	13.72	64	82.97	9	229	Poor
2016-10-21	Lucknow	126.14	100.29	21.03	62.02	6.24	39.49	1.98	9.19	22.17	304.723077	100.193333	11.4875	7.8	26.2875	77.525	9.8725	99	22.17	9	305	Very Poor
2017-07-06	Patna	42.38	45.03	9.65	20.71	0	3.63	0	3.82	29.56	70.633333	45.03	4.775	0	12.0625	25.8875	0.9075	0	29.56	7	71	Satisfactory
2020-02-05	Bengaluru	30.66	74.45	6.88	30.15	32.31	12.86	1.16	7.47	34.73	51.1	74.45	9.3375	40.3875	8.6	37.6875	3.215	58	34.73	9	74	Satisfactory
2018-08-23	Bengaluru	17.29	52.66	22.31	17.95	32.44	21.4	0.9	7.32	13.6	28.816667	52.66	9.15	40.55	27.8875	22.4375	5.35	45	13.6	9	53	Satisfactory
2015-09-06	Hyderabad	59.42	64.55	4.38	22.56	20.73	26.75	0.93	5.71	26.32	99.033333	64.55	7.1375	25.9125	5.475	28.2	6.6875	46.5	26.32	9	99	Satisfactory
2017-02-20	Hyderabad	57.61	157.84	8.41	35.93	8.46	39.69	0.25	22.31	39.94	96.016667	138.56	27.8875	10.575	10.5125	44.9125	9.9225	12.5	39.94	9	139	Moderate
2015-10-01	Chennai	46.97	205.18	13.64	11.77	19.08	22.48	2.76	11.92	22.96	78.283333	170.12	14.9	23.85	17.05	14.7125	5.62	109.5	22.96	9	170	Moderate
2017-01-09	Hyderabad	51.67	80.46	10.08	30.24	11.37	13.47	0	3.56	60.3	86.116667	80.46	4.45	14.2125	12.6	37.8	3.3675	0	60.3	8	86	Satisfactory
2018-04-28	Delhi	84.13	316.52	11.33	36.11	41.23	44.78	1.14	12.38	75.5	180.433333	266.52	15.475	51.5375	14.1625	45.1375	11.195	57	75.5	9	267	Poor
2016-10-20	Bengaluru	62.36	181.92	16.5	38.24	3.31	15.14	0.37	6.46	23.58	107.866667	154.613333	8.075	4.1375	20.625	47.8	3.785	18.5	23.58	9	155	Moderate
2019-09-08	Delhi	32.83	77.01	10.61	26.84	24.75	32.14	0.9	8.72	32.4	54.716667	77.01	10.9	30.9375	13.2625	33.55	8.035	45	32.4	9	77	Satisfactory
2017-01-30	Lucknow	116.04	276.2	26.36	36.55	108.78	24.82	1.96	9.07	36.78	286.8	226.2	11.3375	128.78	32.95	45.6875	6.205	98	36.78	9	287	Poor
2019-05-24	Patna	47.48	92.55	6.33	4.67	5.06	27.99	1.37	35.21	50.18	79.133333	92.55	44.0125	6.325	7.9125	5.8375	6.9975	68.5	50.18	9	93	Satisfactory
2016-06-23	Bengaluru	19	15.46	3.39	16.91	9.84	32.35	1.61	1.9	53.33	31.666667	15.46	2.375	12.3	4.2375	21.1375	8.0875	80.5	53.33	9	80	Satisfactory
2020-01-30	Mumbai	52.66	141.65	25.75	38.17	62.06	17.89	0.84	8.11	42.4	87.766667	127.766667	10.1375	77.575	32.1875	47.7125	4.4725	42	42.4	9	128	Moderate
2015-01-01	Delhi	313.22	607.98	69.16	36.39	110.59	33.85	15.2	9.25	41.68	448.630769	622.475	11.5625	130.59	86.45	45.4875	8.4625	274.285714	41.68	9	622	Severe
2020-03-05	Hyderabad	57.23	135.4	11.81	37.61	27.67	22.86	0.64	11.83	29.33	95.383333	123.6	14.7875	34.5875	14.7625	47.0125	5.715	32	29.33	9	124	Moderate
2018-04-28	Chennai	29.34	316.52	12.69	33.17	24.85	73.01	0.82	4.86	15.65	48.9	266.52	6.075	31.0625	15.8625	41.4625	18.2525	41	15.65	9	267	Poor
2018-04-11	Bengaluru	84.9	63.33	4.66	24.34	43.24	30.19	1	3.4	64.3	183	63.33	4.25	54.05	5.825	30.425	7.5475	50	64.3	9	183	Moderate
2015-01-31	Bengaluru	null	null	36.24	11.11	30.07	7.77	0.46	29.18	23.21	0	0	36.475	37.5875	45.3	13.8875	1.9425	23	23.21	7	null	Moderate
2017-03-28	Mumbai	55.94	105.81	4.71	38.28	7.59	16.62	0	10.89	16.24	93.233333	103.873333	13.6125	9.4875	5.8875	47.85	4.155	0	16.24	8	104	Moderate
2019-06-02	Lucknow	96.37	64.72	7.25	21.19	16.83	27.99	1.12	4.68	51.18	221.233333	64.72	5.85	21.0375	9.0625	26.4875	6.9975	56	51.18	9	221	Poor
2020-03-23	Patna	49.97	80.43	57.01	44.45	64.96	16.13	1.45	12.91	29.21	83.283333	80.43	16.1375	81.2	71.2625	55.5625	4.0325	72.5	29.21	9	83	Satisfactory
2015-07-21	Mumbai	24.02	78.76	17.62	7.09	22.46	10.76	0	12.19	46.98	40.033333	78.76	15.2375	28.075	22.025	8.8625	2.69	0	46.98	8	79	Satisfactory
2015-10-15	Patna	68.34	104.9	65.77	31.56	97.33	25.85	1.66	5.3	12.73	127.8	103.266667	6.625	117.33	82.2125	39.45	6.4625	83	12.73	9	128	Moderate
2017-05-15	Lucknow	137.79	381.35	14.18	30.67	6.24	21.58	1.55	3.88	15.99	313.684615	339.1875	4.85	7.8	17.725	38.3375	5.395	77.5	15.99	9	339	Very Poor
2015-07-25	Bengaluru	24.44	null	4.63	10	8.6	10.06	2.89	15.96	9.61	40.733333	0	19.95	10.75	5.7875	12.5	2.515	111.125	9.61	8	111	Moderate
2020-01-15	Chennai	48.06	66.92	7.2	13.76	20.74	44.99	0.65	17.7	33.57	80.1	66.92	22.125	25.925	9	17.2	11.2475	32.5	33.57	9	80	Satisfactory
2016-06-25	Chennai	21.54	175.26	4.67	50.91	38.91	43.4	0.64	6.78	19.63	35.9	150.173333	8.475	48.6375	5.8375	63.6375	10.85	32	19.63	9	150	Moderate
2020-02-22	Patna	64.65	113.93	34.41	40.41	72.16	35.29	1.01	8.72	15.53	115.5	109.286667	10.9	90.2	43.0125	50.5125	8.8225	50.5	15.53	9	116	Moderate
2018-11-22	Mumbai	64.04	152.7	42.26	110.16	152.42	39.92	2.41	21.59	69.64	113.466667	135.133333	26.9875	172.42	52.825	130.16	9.98	105.125	69.64	9	172	Moderate
2017-08-15	Bengaluru	20.88	68.12	14.75	29.7	0	24.17	0.64	5.4	7.35	34.8	68.12	6.75	0	18.4375	37.125	6.0425	32	7.35	8	68	Satisfactory
2019-07-22	Bengaluru	15.91	41.71	6.7	24.64	26.02	11.03	0.69	6.1	27.44	26.516667	41.71	7.625	32.525	8.375	30.8	2.7575	34.5	27.44	9	42	Good
2016-12-10	Delhi	189.09	249.35	30.67	58.86	29.83	34.4	0.84	20.83	41.6	353.146154	199.566667	26.0375	37.2875	38.3375	73.575	8.6	42	41.6	9	353	Very Poor
2020-02-14	Hyderabad	74.29	149.4	27.33	60.15	52.12	20.31	0.85	19.3	25.32	147.633333	132.933333	24.125	65.15	34.1625	75.1875	5.0775	42.5	25.32	9	148	Moderate
2018-10-19	Hyderabad	43.99	80.57	9.66	37.92	26.85	9.8	0.52	3.92	24.15	73.316667	80.57	4.9	33.5625	12.075	47.4	2.45	26	24.15	9	81	Satisfactory
2018-05-07	Patna	98.02	93.43	17.25	83.89	32.8	12.24	1.47	45.99	59.66	226.733333	93.43	57.4875	41	21.5625	103.89	3.06	73.5	59.66	9	227	Poor
2017-02-04	Chennai	67.15	324.14	8.24	16.29	14.6	17.59	0.03	3.89	39.87	123.833333	274.14	4.8625	18.25	10.3	20.3625	4.3975	1.5	39.87	9	274	Poor
2016-01-26	Bengaluru	54.34	108.47	7.72	45.69	28.2	17.79	1.04	8.68	26.95	90.566667	105.646667	10.85	35.25	9.65	57.1125	4.4475	52	26.95	9	106	Moderate
2015-06-04	Delhi	85.45	170.55	15.02	62.38	71.04	57.58	3.83	5.53	63	184.833333	147.033333	6.9125	88.8	18.775	77.975	14.395	122.875	63	9	185	Moderate
2016-12-10	Patna	201.17	249.35	26.56	22.1	48.63	34.4	1.87	4.72	7.71	362.438462	199.566667	5.9	60.7875	33.2	27.625	8.6	93.5	7.71	9	362	Very Poor
2018-06-30	Chennai	81.3	103.75	7.25	20.79	14.75	14.13	0.78	6.16	40.22	171	102.5	7.7	18.4375	9.0625	25.9875	3.5325	39	40.22	9	171	Moderate
2019-07-04	Bengaluru	18.92	60.19	6.44	21.98	23.35	8.71	0.79	5.09	27.13	31.533333	60.19	6.3625	29.1875	8.05	27.475	2.1775	39.5	27.13	9	60	Satisfactory

Subsets and Splits