Datasets:

GVJahnavi
/

CityDay

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
2016-09-06	Hyderabad	28.28	87.32	14.82	74.51	18.74	36.24	0.27	16.38	14.26	47.133333	87.32	20.475	23.425	18.525	93.1375	9.06	13.5	14.26	9	93	Satisfactory
2015-10-04	Bengaluru	9.63	null	3.75	16.51	11.21	23.54	2.21	1.37	12.67	16.05	0	1.7125	14.0125	4.6875	20.6375	5.885	102.625	12.67	8	103	Moderate
2017-06-07	Hyderabad	12.3	31.28	6.91	11.7	4.45	11.75	0.07	3.66	48.45	20.5	31.28	4.575	5.5625	8.6375	14.625	2.9375	3.5	48.45	9	48	Good
2016-07-30	Chennai	34.01	62.96	6.85	14.56	13.61	135.67	1.22	2.36	9.82	56.683333	62.96	2.95	17.0125	8.5625	18.2	33.9175	61	9.82	9	63	Satisfactory
2017-04-20	Mumbai	152.99	155.18	8.82	9.96	0	64.48	0	15.24	29.14	325.376923	136.786667	19.05	0	11.025	12.45	16.12	0	29.14	7	325	Very Poor
2017-06-04	Bengaluru	13.39	436.35	4.09	24.89	8.82	55.02	0	1.33	7.55	22.316667	407.9375	1.6625	11.025	5.1125	31.1125	13.755	0	7.55	8	408	Severe
2015-05-29	Bengaluru	30.77	null	6.31	22.5	13.99	4.88	1.4	0.92	31.65	51.283333	0	1.15	17.4875	7.8875	28.125	1.22	70	31.65	8	70	Satisfactory
2015-05-27	Chennai	119.68	231.35	9.6	16.33	19.94	56.9	4.16	11.4	43.83	298.933333	187.566667	14.25	24.925	12	20.4125	14.225	127	43.83	9	299	Poor
2017-04-27	Chennai	59.63	271.06	2.78	10.99	9.24	28.45	0.08	6.62	28.98	99.383333	221.06	8.275	11.55	3.475	13.7375	7.1125	4	28.98	9	221	Poor
2015-07-18	Hyderabad	23.04	148.87	4.75	5.28	10.03	11.23	0.24	2.89	10.84	38.4	132.58	3.6125	12.5375	5.9375	6.6	2.8075	12	10.84	9	133	Moderate
2016-06-06	Hyderabad	37.4	21.86	5.24	14.63	19.86	35.52	0.8	5.99	38.04	62.333333	21.86	7.4875	24.825	6.55	18.2875	8.88	40	38.04	9	62	Satisfactory
2019-10-14	Hyderabad	53.22	94.89	4.48	24.54	14.37	10.4	0.56	5.04	21.06	88.7	94.89	6.3	17.9625	5.6	30.675	2.6	28	21.06	9	95	Satisfactory
2015-11-04	Hyderabad	40.67	90.56	5.24	1.72	2.45	11.75	0.99	13.4	32.02	67.783333	90.56	16.75	3.0625	6.55	2.15	2.9375	49.5	32.02	9	91	Satisfactory
2019-06-24	Delhi	26.29	85.68	9.51	25.93	22.57	28.84	0.92	10.74	37.78	43.816667	85.68	13.425	28.2125	11.8875	32.4125	7.21	46	37.78	9	86	Satisfactory
2019-11-21	Mumbai	92.37	167.92	23.58	49.5	73.07	20.64	1.16	11.59	29.5	207.9	145.28	14.4875	91.3375	29.475	61.875	5.16	58	29.5	9	208	Poor
2016-11-11	Hyderabad	62.24	97.74	8.99	52.96	25.65	33.77	0.92	46.54	79.89	107.466667	97.74	58.175	32.0625	11.2375	66.2	8.4425	46	79.89	9	107	Moderate
2018-05-29	Hyderabad	34.68	91.62	3.27	28.48	17.59	12.87	0.64	6.41	46.07	57.8	91.62	8.0125	21.9875	4.0875	35.6	3.2175	32	46.07	9	92	Satisfactory
2020-06-30	Mumbai	4.66	13.87	25.25	8.02	33.25	19.89	0.36	13.4	6.94	7.766667	13.87	16.75	41.5625	31.5625	10.025	4.9725	18	6.94	9	42	Good
2017-01-12	Patna	138.12	423.24	22.26	32.3	54.55	30.92	1.72	9.79	16.93	313.938462	391.55	12.2375	68.1875	27.825	40.375	7.73	86	16.93	9	392	Very Poor
2020-01-19	Mumbai	96.1	195.03	48.56	48.29	93.9	20.81	1.12	8.28	35.96	220.333333	163.353333	10.35	113.9	60.7	60.3625	5.2025	56	35.96	9	220	Poor
2016-01-13	Mumbai	70.78	99.88	21.74	55.91	13.41	12.06	0	16.73	42.9	135.933333	99.88	20.9125	16.7625	27.175	69.8875	3.015	0	42.9	8	136	Moderate
2018-11-14	Patna	261.24	159.01	9.03	2.9	6.19	12.04	2.32	31.41	77.28	408.646154	139.34	39.2625	7.7375	11.2875	3.625	3.01	104	77.28	9	409	Severe
2016-10-26	Mumbai	92.64	105.64	26.54	111.23	18.86	48.82	0	20.69	38.81	208.8	103.76	25.8625	23.575	33.175	131.23	12.205	0	38.81	8	209	Poor
2018-03-19	Delhi	81.93	197.13	28.38	43.85	62.83	37.7	1.1	16.95	44.89	173.1	164.753333	21.1875	78.5375	35.475	54.8125	9.425	55	44.89	9	173	Moderate
2018-02-20	Patna	162.34	66.18	23.56	53.98	36.75	42.51	1.49	42.64	47.8	332.569231	66.18	53.3	45.9375	29.45	67.475	10.6275	74.5	47.8	9	333	Very Poor
2015-01-17	Hyderabad	196.46	356.2	20.28	20.48	40.76	11.05	0.61	2.65	52.25	358.815385	307.75	3.3125	50.95	25.35	25.6	2.7625	30.5	52.25	9	359	Very Poor
2020-04-09	Patna	52.64	129.22	39.83	52.66	70.26	12.28	1.76	13.4	24.83	87.733333	119.48	16.75	87.825	49.7875	65.825	3.07	88	24.83	9	119	Moderate
2017-09-04	Hyderabad	17.26	49.36	8.5	16.95	7.97	4.95	0.21	4.92	33.5	28.766667	49.36	6.15	9.9625	10.625	21.1875	1.2375	10.5	33.5	9	49	Good
2018-03-17	Chennai	37.93	170.16	10.02	21.89	16.28	27.18	1.09	8.57	19.13	63.216667	146.773333	10.7125	20.35	12.525	27.3625	6.795	54.5	19.13	9	147	Moderate
2017-11-21	Bengaluru	25.79	41.37	12.88	34.1	26.66	26.4	0.89	3.83	3.14	42.983333	41.37	4.7875	33.325	16.1	42.625	6.6	44.5	3.14	9	44	Good
2016-09-05	Chennai	23.6	246.81	8.04	13.82	13.38	40.48	0.98	6.12	11.94	39.333333	197.873333	7.65	16.725	10.05	17.275	10.12	49	11.94	9	198	Moderate
2016-06-28	Mumbai	83.29	34.13	9.42	23.71	14.93	45.56	0.82	6.19	29.41	177.633333	34.13	7.7375	18.6625	11.775	29.6375	11.39	41	29.41	9	178	Moderate
2018-06-18	Bengaluru	13.38	100.6	9.51	14.75	19.88	52.88	1.15	4.93	11.02	22.3	100.4	6.1625	24.85	11.8875	18.4375	13.22	57.5	11.02	9	100	Satisfactory
2017-07-08	Mumbai	18.19	120.31	24.05	13.3	6.29	29.43	0	3.66	34.11	30.316667	113.54	4.575	7.8625	30.0625	16.625	7.3575	0	34.11	8	114	Moderate
2015-08-15	Delhi	51.4	91.81	15.68	44.4	157.69	33.42	0.94	10.53	44.93	85.666667	91.81	13.1625	177.69	19.6	55.5	8.355	47	44.93	9	178	Moderate
2017-05-16	Lucknow	157.17	375.15	17.19	34.09	6.24	18.27	1.59	2.24	21.36	328.592308	331.4375	2.8	7.8	21.4875	42.6125	4.5675	79.5	21.36	9	331	Very Poor
2018-11-25	Mumbai	51.75	171.43	55.21	39.13	94.35	51.32	2.89	21.99	64.37	86.25	147.62	27.4875	114.35	69.0125	48.9125	12.83	111.125	64.37	9	148	Moderate
2016-05-01	Lucknow	101.39	63.4	5.08	74.63	4.22	16.11	1.51	8.97	80.96	237.966667	63.4	11.2125	5.275	6.35	93.2875	4.0275	75.5	80.96	9	238	Poor
2019-11-06	Delhi	101.09	207.19	57.56	54.77	81.72	31.99	1.52	11.58	29.77	236.966667	171.46	14.475	101.72	71.95	68.4625	7.9975	76	29.77	9	237	Poor
2018-01-06	Hyderabad	73.15	150.95	9.24	63.11	40.73	23.17	1.1	12.81	47.04	143.833333	133.966667	16.0125	50.9125	11.55	78.8875	5.7925	55	47.04	9	144	Moderate
2018-02-06	Lucknow	161.37	274.72	8.8	28.92	24.7	55.88	0.69	11.05	59.51	331.823077	224.72	13.8125	30.875	11	36.15	13.97	34.5	59.51	9	332	Very Poor
2015-03-10	Mumbai	86.7	150.92	10.07	26.4	148.63	11.42	0	4.61	34.6	189	133.946667	5.7625	168.63	12.5875	33	2.855	0	34.6	8	189	Moderate
2017-04-25	Mumbai	96.07	108.62	13.26	42.61	9.53	26.05	0	27.37	27	220.233333	105.746667	34.2125	11.9125	16.575	53.2625	6.5125	0	27	8	220	Poor
2018-11-11	Hyderabad	61.15	129.81	4.84	44.85	27.54	9.52	0.58	18.58	44	103.833333	119.873333	23.225	34.425	6.05	56.0625	2.38	29	44	9	120	Moderate
2016-04-12	Patna	55.92	87.94	2.84	9.87	9.83	19.29	1.26	7.02	32.25	93.2	87.94	8.775	12.2875	3.55	12.3375	4.8225	63	32.25	9	93	Satisfactory
2020-05-29	Chennai	38.3	77.1	9.04	13.54	21.64	40.71	1.11	6.54	57.6	63.833333	77.1	8.175	27.05	11.3	16.925	10.1775	55.5	57.6	9	77	Satisfactory
2015-04-20	Lucknow	36.72	336.63	10.37	25.96	4.73	24.78	3.25	16.62	22.79	61.2	286.63	20.775	5.9125	12.9625	32.45	6.195	115.625	22.79	9	287	Poor
2017-07-13	Bengaluru	28.97	95.74	16.61	30.58	0	27.1	1.53	4.45	24.82	48.283333	95.74	5.5625	0	20.7625	38.225	6.775	76.5	24.82	8	96	Satisfactory
2017-03-25	Mumbai	60.55	254.71	49.68	11.8	8.32	59.37	0	9.41	63.64	101.833333	204.71	11.7625	10.4	62.1	14.75	14.8425	0	63.64	8	205	Poor
2016-04-07	Hyderabad	42.22	96.54	3.83	31.94	23.71	22.34	0.96	5.25	45.28	70.366667	96.54	6.5625	29.6375	4.7875	39.925	5.585	48	45.28	9	97	Satisfactory
2019-12-25	Chennai	54.37	73.9	5.54	19.74	25.26	85.55	0.75	9.79	33.18	90.616667	73.9	12.2375	31.575	6.925	24.675	21.3875	37.5	33.18	9	91	Satisfactory
2019-09-05	Mumbai	5.68	20.38	13.76	10.54	24.08	12.98	0.6	11.37	10.26	9.466667	20.38	14.2125	30.1	17.2	13.175	3.245	30	10.26	9	30	Good
2017-10-02	Hyderabad	24.6	31.41	10.81	11.9	4.8	9.43	0.16	3.37	32.57	41	31.41	4.2125	6	13.5125	14.875	2.3575	8	32.57	9	41	Good
2016-09-08	Mumbai	28.25	260.6	12.9	59.8	2.51	40.73	0	12.02	36.09	47.083333	210.6	15.025	3.1375	16.125	74.75	10.1825	0	36.09	8	211	Poor
2016-09-15	Lucknow	25.22	41.09	27.84	19.81	6.24	39.83	3.62	4.92	25.32	42.033333	41.09	6.15	7.8	34.8	24.7625	9.9575	120.25	25.32	9	120	Moderate
2017-09-22	Bengaluru	17.93	80.49	6.28	27.46	0	24.05	0.35	4.89	28.96	29.883333	80.49	6.1125	0	7.85	34.325	6.0125	17.5	28.96	8	80	Satisfactory
2018-08-20	Mumbai	26.68	75.24	17.67	20.96	38.63	19.27	0.99	11.84	37.31	44.466667	75.24	14.8	48.2875	22.0875	26.2	4.8175	49.5	37.31	9	75	Satisfactory
2017-02-10	Patna	89	108.1	8.71	41.63	7.61	47.34	0	7.84	37.69	196.666667	105.4	9.8	9.5125	10.8875	52.0375	11.835	0	37.69	8	197	Moderate
2015-04-27	Chennai	67.8	174.5	21.79	26.61	8.07	15	12.02	0.91	39.31	126	149.666667	1.1375	10.0875	27.2375	33.2625	3.75	228.857143	39.31	9	229	Poor
2018-01-12	Bengaluru	37.55	76.54	8.15	36.51	24.24	42.34	1.35	5.74	48.6	62.583333	76.54	7.175	30.3	10.1875	45.6375	10.585	67.5	48.6	9	77	Satisfactory
2020-05-01	Hyderabad	22.69	53.46	5.72	22.43	15.54	13.87	0.64	4.27	27.21	37.816667	53.46	5.3375	19.425	7.15	28.0375	3.4675	32	27.21	9	53	Satisfactory
2017-03-01	Hyderabad	63.3	161.94	7.64	38.86	9.94	25.67	0.24	15.45	38.61	111	141.293333	19.3125	12.425	9.55	48.575	6.4175	12	38.61	9	141	Moderate
2015-01-25	Mumbai	148.59	203.81	11.82	20.83	26.27	15.42	0	3.32	58.79	321.992308	169.206667	4.15	32.8375	14.775	26.0375	3.855	0	58.79	8	322	Very Poor
2017-03-30	Hyderabad	47.02	122.96	9.2	35.07	10.75	15.91	0.17	8.66	54.3	78.366667	115.306667	10.825	13.4375	11.5	43.8375	3.9775	8.5	54.3	9	115	Moderate
2019-02-10	Lucknow	70.83	222.61	6.51	29.99	23.52	28.14	0.82	6.83	28.68	136.1	181.74	8.5375	29.4	8.1375	37.4875	7.035	41	28.68	9	182	Moderate
2016-01-12	Bengaluru	73.5	103.49	9.37	39.55	27.55	12.27	1.3	4.65	21.45	145	102.326667	5.8125	34.4375	11.7125	49.4375	3.0675	65	21.45	9	145	Moderate
2015-04-11	Mumbai	42.88	234.65	10.62	31.48	41.87	34.01	0	24.19	32.93	71.466667	189.766667	30.2375	52.3375	13.275	39.35	8.5025	0	32.93	8	190	Moderate
2016-11-27	Delhi	128.7	336.16	35.91	71.29	40.84	26.73	0.65	22.68	38.99	306.692308	286.16	28.35	51.05	44.8875	89.1125	6.6825	32.5	38.99	9	307	Very Poor
2017-04-11	Bengaluru	31.18	92.2	7.17	34.13	0	28.14	0.44	2.39	60	51.966667	92.2	2.9875	0	8.9625	42.6625	7.035	22	60	8	92	Satisfactory
2017-08-17	Delhi	39.6	78.23	20.73	68.78	8.36	26.78	0	4.51	5.69	66	78.23	5.6375	10.45	25.9125	85.975	6.695	0	5.69	8	86	Satisfactory
2018-12-30	Delhi	336.42	503.99	127.84	76.89	157.78	57.55	2.94	19.91	42.87	466.476923	492.4875	24.8875	177.78	147.84	96.1125	14.3875	111.75	42.87	9	492	Severe
2019-06-11	Bengaluru	11.32	30.88	5.87	16.85	20.4	13.18	0.72	4.58	36.82	18.866667	30.88	5.725	25.5	7.3375	21.0625	3.295	36	36.82	9	37	Good
2018-10-15	Patna	104.86	280.24	8.62	45.56	17.04	33.54	1.29	26.54	70.04	249.533333	230.24	33.175	21.3	10.775	56.95	8.385	64.5	70.04	9	250	Poor
2019-10-02	Chennai	32.4	46.68	4.54	14.87	18.43	32.73	0.8	6.54	67.72	54	46.68	8.175	23.0375	5.675	18.5875	8.1825	40	67.72	9	68	Satisfactory
2016-02-23	Mumbai	67.25	194.61	3.32	28.3	30.57	28.75	0	7.15	95.32	124.166667	163.073333	8.9375	38.2125	4.15	35.375	7.1875	0	95.32	8	163	Moderate
2015-02-10	Mumbai	153.07	218.23	3.95	42.2	28.48	58.69	0	132.63	39.86	325.438462	178.82	117.543333	35.6	4.9375	52.75	14.6725	0	39.86	8	325	Very Poor
2018-02-06	Delhi	143.29	274.72	28.45	56.51	67.62	44.96	1.21	14.94	41.11	317.915385	224.72	18.675	84.525	35.5625	70.6375	11.24	60.5	41.11	9	318	Very Poor
2018-11-14	Bengaluru	77.53	143.53	40.06	56.64	77.83	21.93	1.57	7.78	25.98	158.433333	129.02	9.725	97.2875	50.075	70.8	5.4825	78.5	25.98	9	158	Moderate
2015-06-11	Mumbai	58.84	259.73	4.41	11.98	23.02	35.31	0	5.69	44.75	98.066667	209.73	7.1125	28.775	5.5125	14.975	8.8275	0	44.75	8	210	Poor
2019-02-22	Chennai	37.45	103.84	6.23	11.82	18.06	66.08	1.09	23.61	32.82	62.416667	102.56	29.5125	22.575	7.7875	14.775	16.52	54.5	32.82	9	103	Moderate
2020-04-02	Bengaluru	27.12	58.49	2.43	9.58	10.93	10.92	0.86	5.56	46.12	45.2	58.49	6.95	13.6625	3.0375	11.975	2.73	43	46.12	9	58	Satisfactory
2016-10-30	Delhi	355.77	528.41	162.93	112.59	142.64	89.56	2.28	40.23	257.73	481.361538	523.0125	50.2875	162.64	182.93	132.59	22.39	103.5	309.226345	9	523	Severe
2015-11-15	Patna	249.21	100.62	51.04	27.83	78.88	124.02	1.2	4.4	8.5	399.392308	100.413333	5.5	98.6	63.8	34.7875	31.005	60	8.5	9	399	Very Poor
2015-10-08	Patna	107.48	291.66	61.42	24.39	86.33	27.54	1.83	5.54	11.14	258.266667	241.66	6.925	106.33	76.775	30.4875	6.885	91.5	11.14	9	258	Poor
2016-04-26	Delhi	139.37	306.08	71.92	97.93	118.98	29.38	2.08	38.53	86.82	314.9	256.08	48.1625	138.98	89.9	117.93	7.345	101	86.82	9	315	Very Poor
2019-08-14	Delhi	33.21	58.36	16.96	31.9	33.85	29.08	1.19	8.5	31.43	55.35	58.36	10.625	42.3125	21.2	39.875	7.27	59.5	31.43	9	60	Satisfactory
2016-07-18	Patna	37.83	30.53	12.02	11.57	23.63	51.53	1.12	6.23	10.44	63.05	30.53	7.7875	29.5375	15.025	14.4625	12.8825	56	10.44	9	63	Satisfactory
2015-08-08	Delhi	70.05	149.92	21.3	50.51	200.34	43.18	2.26	7.68	62.76	133.5	133.28	9.6	220.34	26.625	63.1375	10.795	103.25	62.76	9	220	Poor
2015-03-02	Delhi	53.71	60.15	11.02	13.43	20.48	19.11	10.19	3.21	22.08	89.516667	60.15	4.0125	25.6	13.775	16.7875	4.7775	202.714286	22.08	9	203	Poor
2018-10-03	Lucknow	104.4	52.6	10.28	35.35	22.99	37.12	1.17	4.99	35.07	248	52.6	6.2375	28.7375	12.85	44.1875	9.28	58.5	35.07	9	248	Poor
2015-09-03	Hyderabad	96.48	278.36	6.53	13.47	19.72	17.86	0.78	6.37	26.75	221.6	228.36	7.9625	24.65	8.1625	16.8375	4.465	39	26.75	9	228	Poor
2019-05-02	Chennai	30.49	102.47	5.47	13.48	18.94	1.78	1.06	6.44	19.34	50.816667	101.646667	8.05	23.675	6.8375	16.85	0.445	53	19.34	9	102	Moderate
2017-07-29	Chennai	40.62	88.52	6.28	11.13	8.75	26.99	0.03	4.88	22.94	67.7	88.52	6.1	10.9375	7.85	13.9125	6.7475	1.5	22.94	9	89	Satisfactory
2015-06-11	Bengaluru	14.56	null	3.34	17.32	8.95	20.88	1.54	11.59	15.75	24.266667	0	14.4875	11.1875	4.175	21.65	5.22	77	15.75	8	77	Satisfactory
2015-10-01	Delhi	85.7	205.18	33	54.68	74.28	22.52	1.49	11.42	60.57	185.666667	170.12	14.275	92.85	41.25	68.35	5.63	74.5	60.57	9	186	Moderate
2015-10-19	Bengaluru	42.02	null	8.97	27.41	19.27	21.37	1.5	2.71	6.43	70.033333	0	3.3875	24.0875	11.2125	34.2625	5.3425	75	6.43	8	75	Satisfactory
2017-07-21	Chennai	86.01	34.66	8.56	12.58	11.26	26.79	0.02	4.68	20.82	186.7	34.66	5.85	14.075	10.7	15.725	6.6975	1	20.82	9	187	Moderate
2019-04-23	Delhi	104.17	277.28	56.94	63.45	83.46	38.2	1.92	25.76	53.24	247.233333	227.28	32.2	103.46	71.175	79.3125	9.55	96	53.24	9	247	Poor
2017-06-12	Mumbai	111.82	166.25	4.72	12.2	7.15	50.52	0	6.11	19.47	272.733333	144.166667	7.6375	8.9375	5.9	15.25	12.63	0	19.47	8	273	Poor
2017-11-20	Mumbai	43.64	89.51	10.67	19.09	24.57	36.28	0	10.05	17.27	72.733333	89.51	12.5625	30.7125	13.3375	23.8625	9.07	0	17.27	8	90	Satisfactory

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