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train · 4.97M rows

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Unnamed: 0 int64 0 4.97M	station_number int64 10k 1,000k	wban_number int64 1 100k	year int64 1.93k 2.01k	month int64 1 12	day int64 1 31	mean_temp float64 -114.9 110	num_mean_temp_samples int64 4 24	mean_dew_point float64 -119.7 89.7 ⌀	num_mean_dew_point_samples float64 4 24 ⌀	mean_sealevel_pressure float64 900 1.08k ⌀	num_mean_sealevel_pressure_samples float64 4 24 ⌀	mean_station_pressure float64 566 1.06k ⌀	num_mean_station_pressure_samples float64 4 24 ⌀	mean_visibility float64 0 99.4 ⌀	num_mean_visibility_samples float64 4 24 ⌀	mean_wind_speed float64 0 88 ⌀	num_mean_wind_speed_samples float64 4 24 ⌀	max_sustained_wind_speed float64 0.4 96.9 ⌀	max_gust_wind_speed float64 1 126 ⌀	max_temperature float64 -116.9 131 ⌀	max_temperature_explicit bool 2 classes	min_temperature float64	min_temperature_explicit float64	total_precipitation float64 0 19.7 ⌀	snow_depth float64 0.4 118 ⌀	fog bool 2 classes	rain bool 2 classes	snow bool 2 classes	hail bool 2 classes	thunder bool 2 classes	tornado bool 2 classes
14,200	749,031	99,999	1,947	8	27	79.099998	13	76.599998	13	null	null	null	null	14.5	13	8.1	13	21	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
14,201	999,999	14,948	1,947	1	23	42.599998	13	29.700001	13	1,009.599976	12	978.299988	13	9	13	13.2	13	17.1	null	28	true	null	null	0	null	false	false	false	false	false	false
14,202	749,034	99,999	1,947	9	11	78.099998	13	75.599998	13	1,011.200012	13	1,009.5	13	10.6	13	3.8	13	6	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
14,203	999,999	14,948	1,947	7	6	77.699997	13	63.799999	13	1,015.900024	13	985.400024	13	12.8	13	12.2	13	15.9	null	69.099998	true	null	null	null	null	true	true	true	true	true	true
14,204	722,315	53,917	1,947	6	7	86.599998	13	74.300003	13	1,016.200012	13	1,015.799988	13	7.3	13	4.6	13	8	null	83.300003	true	null	null	0	null	false	false	false	false	false	false
14,205	749,222	99,999	1,947	1	1	11.9	13	5.9	13	1,006.700012	13	961	13	9.3	13	5.5	13	7	null	6.4	true	null	null	null	null	false	false	false	false	false	false
14,206	749,222	99,999	1,947	10	11	17.4	13	9.3	13	1,003.599976	13	957.799988	13	39.799999	13	5.6	13	7	null	9.3	true	null	null	0	null	false	false	false	false	false	false
14,207	749,222	99,999	1,947	8	16	43.5	13	33.599998	13	1,012	13	966.299988	13	30.299999	13	6.8	13	9.9	null	37.400002	true	null	null	0	null	false	false	false	false	false	false
14,208	999,999	14,948	1,947	1	13	39.900002	13	39.900002	13	1,003.299988	12	972	13	1.2	13	15.4	13	20	null	30	true	null	null	null	null	true	true	true	true	true	true
14,209	999,999	14,948	1,947	5	26	56.900002	13	37.299999	13	1,017.700012	13	986.599976	13	14.9	13	12.6	13	20	null	48	true	null	null	0	null	false	false	false	false	false	false
14,210	749,222	99,999	1,947	3	7	-0.8	13	-5.7	13	1,016.299988	13	970.599976	13	27.799999	13	4.8	13	7	null	-7.6	true	null	null	0	null	true	true	true	true	true	true
14,211	749,222	99,999	1,947	8	22	49	13	39.200001	13	1,024.800049	13	979.099976	13	39.799999	13	3.5	13	5.1	null	34.299999	true	null	null	0	null	false	false	false	false	false	false
14,212	999,999	14,855	1,947	10	29	53.099998	14	48	14	1,014.200012	14	991.099976	14	4.9	14	7.1	14	13	null	48.900002	true	null	null	0	null	true	true	true	true	true	true
14,213	999,999	14,786	1,947	12	23	35.299999	14	33.200001	14	1,013.299988	14	1,012.599976	14	3	14	12.4	13	20	null	30	true	null	null	null	null	true	true	true	true	true	true
14,214	999,999	14,855	1,947	10	25	60.900002	14	52.400002	14	1,021	14	998.099976	14	2.4	14	4.6	14	10.1	null	54	true	null	null	0	null	true	true	true	true	true	true
14,215	999,999	14,786	1,947	5	2	47.200001	14	47.099998	14	1,008.5	14	1,008.400024	14	0.9	14	21.200001	14	24.1	null	45	true	null	null	null	null	true	true	true	true	true	true
14,216	590,460	99,999	1,947	4	8	69	15	60.5	15	1,014.900024	15	1,004.099976	15	5.3	15	6	15	11.1	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
14,217	912,450	41,606	1,947	3	19	78.300003	15	70.5	15	1,015.5	15	1,015.099976	15	11.6	15	10.4	15	18.1	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
14,218	999,999	43,205	1,947	9	2	73.199997	15	63.900002	15	1,015	15	1,013.299988	15	19.9	15	4.3	15	12	null	69.099998	true	null	null	null	null	false	false	false	false	false	false
14,219	999,999	93,830	1,947	9	23	61.799999	15	45.299999	4	1,016.400024	15	981.700012	15	13.3	15	16.9	15	20	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
14,220	467,630	99,999	1,947	2	20	57.200001	15	51.700001	15	1,027.099976	15	1,024.800049	15	1.6	15	4.4	15	8.9	null	52.299999	true	null	null	null	null	false	false	false	false	false	false
14,221	749,118	99,999	1,947	7	14	71.599998	15	44.299999	15	1,002.099976	15	999.799988	15	29.799999	15	15.3	15	23.9	null	44.400002	true	null	null	0	null	false	false	false	false	false	false
14,222	912,450	41,606	1,947	2	16	76	15	60.900002	15	1,016.5	15	1,016.099976	15	11.9	15	3.2	15	8	null	66.400002	true	null	null	0	null	false	false	false	false	false	false
14,223	749,118	99,999	1,947	10	25	36.099998	16	34.5	16	1,002.299988	16	1,000	16	10.4	16	17.5	16	23.9	null	35.400002	true	null	null	null	null	false	false	false	false	false	false
14,224	749,120	99,999	1,947	9	7	54.900002	16	45.900002	16	1,007.599976	16	946.5	16	24	16	17.1	16	26	null	47.299999	true	null	null	null	null	false	false	false	false	false	false
14,225	999,999	93,115	1,947	5	2	65.199997	16	58.799999	16	1,017.400024	16	1,016.5	16	9.3	16	6.7	16	12	null	54	true	null	null	0	null	false	false	false	false	false	false
14,226	749,120	99,999	1,947	12	24	-5.6	16	-10.4	16	1,029.400024	16	959.200012	16	10.8	16	2.1	16	5.1	null	-18.6	true	null	null	null	null	true	true	true	true	true	true
14,227	467,630	99,999	1,947	3	20	74.099998	16	66.699997	16	1,018.400024	16	1,016.099976	16	6	16	6.3	16	18.1	null	66.400002	true	null	null	null	null	false	false	false	false	false	false
14,228	749,118	99,999	1,947	10	8	38.700001	16	34.599998	16	1,009.200012	16	1,006.799988	16	13.8	16	5.7	16	21	null	35.400002	true	null	null	null	null	false	false	false	false	false	false
14,229	999,999	93,115	1,947	12	12	53.5	17	36.099998	17	1,021.700012	17	1,020.5	17	18.4	17	6.4	16	15	null	36	true	null	null	0	null	false	false	false	false	false	false
14,230	999,999	43,205	1,947	4	2	48.599998	17	35.700001	17	1,010.299988	17	1,008.900024	17	10.5	17	7.8	17	17.1	null	39	true	null	null	0	null	true	true	true	true	true	true
14,231	999,999	93,115	1,947	12	11	50.400002	17	37.400002	17	1,021.599976	17	1,021.700012	17	19	17	4.9	17	13	null	37	true	null	null	0	null	false	false	false	false	false	false
14,232	999,999	93,115	1,947	11	9	59.400002	17	51.299999	17	1,010.900024	17	1,009.900024	17	16	17	9.4	17	15.9	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
14,233	724,550	13,947	1,947	8	16	83.599998	17	68.699997	17	1,012.5	17	975	17	15.1	17	8.7	17	20	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
14,234	724,586	13,922	1,947	7	29	90.199997	17	62.099998	17	1,012.400024	17	968.900024	17	12.3	17	7.8	17	12	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
14,235	999,999	93,115	1,947	5	3	62	17	57.799999	17	1,013.599976	17	1,012.599976	17	2.4	17	11.4	17	19	null	55.900002	true	null	null	0	null	true	true	true	true	true	true
14,236	42,610	99,999	1,947	9	1	52.099998	17	35.299999	17	997.700012	17	992.700012	17	10.9	17	14.1	17	26	null	42.400002	true	null	null	null	null	false	false	false	false	false	false
14,237	42,610	99,999	1,947	9	20	39.799999	17	26.700001	17	995.599976	17	990.599976	17	14.9	17	8.5	17	16.9	null	33.400002	true	null	null	0	null	false	false	false	false	false	false
14,238	42,610	99,999	1,947	9	27	35.799999	17	27.5	17	1,022.400024	17	1,017.299988	17	12.3	17	4	17	8.9	null	33.400002	true	null	null	null	null	false	false	false	false	false	false
14,239	999,999	93,115	1,947	4	24	60	17	50.200001	17	1,018.900024	17	1,018.299988	17	11.8	17	8.8	17	14	null	55	true	null	null	0	null	false	false	false	false	false	false
14,240	467,510	99,999	1,947	2	7	56.099998	17	52.799999	15	1,024.400024	17	996.799988	17	2.8	17	10.1	17	13	null	51.299999	true	null	null	null	null	false	false	false	false	false	false
14,241	999,999	14,855	1,947	12	23	28	17	22.4	17	1,022.799988	17	998.099976	17	5.5	17	10.3	17	13	null	23	true	null	null	0	null	false	false	false	false	false	false
14,242	999,999	93,115	1,947	8	14	69.699997	17	60.400002	17	1,012.900024	17	1,011.900024	17	11.6	17	4.6	17	8.9	null	64	true	null	null	0	null	false	false	false	false	false	false
14,243	999,999	93,107	1,947	7	29	79.800003	17	59.700001	17	1,012.599976	17	996.200012	17	17.299999	17	6.1	17	11.1	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
14,244	999,999	94,702	1,947	10	7	65.300003	17	58.299999	17	1,025.400024	17	1,024.699951	17	6.6	17	6.3	17	10.1	null	53.099998	true	null	null	0	null	true	true	true	true	true	true
14,245	747,910	13,717	1,947	6	30	81.699997	17	76.300003	17	1,013.799988	17	1,012.799988	17	6.5	17	4.9	17	8.9	null	77.400002	true	null	null	null	null	false	false	false	false	false	false
14,246	749,034	99,999	1,947	2	10	81.300003	18	72.5	18	1,010.200012	18	1,008.5	18	18.5	18	12.5	18	15.9	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
14,247	722,696	99,999	1,947	3	3	55.700001	18	2.9	17	1,009.5	18	872.5	18	44.099998	18	11	18	23.9	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
14,248	467,630	99,999	1,947	7	3	82.900002	18	74.900002	18	1,012.099976	18	1,009.900024	18	8.6	18	4.8	18	8.9	null	75.400002	true	null	null	0	null	false	false	false	false	false	false
14,249	999,999	94,702	1,947	8	28	68	18	62.200001	18	1,019.5	18	1,018.799988	18	8.3	18	4.8	18	8.9	null	64	true	null	null	0	null	false	false	false	false	false	false
14,250	749,070	99,999	1,947	7	1	77.599998	18	73.099998	18	1,012.400024	18	1,000.900024	18	10.9	18	4.5	18	35	null	68.400002	true	null	null	null	null	true	true	true	true	true	true
14,251	467,630	99,999	1,947	7	18	85.5	18	77.300003	18	1,002.700012	18	1,000.5	18	6.2	18	3.4	18	4.1	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
14,252	722,610	22,004	1,947	12	9	59.400002	18	49.400002	18	1,010.700012	18	977.299988	18	14.9	18	9.6	18	12	null	53.400002	true	null	null	0	null	false	false	false	false	false	false
14,253	722,696	99,999	1,947	3	26	63.900002	18	25.6	18	1,015.400024	18	877.799988	18	48.599998	18	7.4	18	16.9	null	42.400002	true	null	null	0	null	false	false	false	false	false	false
14,254	722,696	99,999	1,947	3	13	46.299999	18	5.3	18	1,020.599976	18	881	18	47.200001	18	6.5	18	12	null	31.299999	true	null	null	0	null	false	false	false	false	false	false
14,255	722,610	22,004	1,947	1	17	34.900002	18	34.599998	18	1,026.599976	18	991.900024	18	7.1	18	13.9	18	22	null	33.400002	true	null	null	null	null	false	false	false	false	false	false
14,256	703,430	25,402	1,947	3	9	33.099998	18	31.6	18	1,006.400024	18	1,004.700012	18	9.6	18	5	18	13	null	30.4	true	null	null	null	null	false	false	false	false	false	false
14,257	724,070	93,730	1,947	3	3	30.700001	18	22.5	18	991.799988	18	989.099976	18	7.6	18	21.799999	18	29.9	null	26.4	true	null	null	0	null	true	true	true	true	true	true
14,258	722,610	22,004	1,947	9	18	82.300003	18	68.300003	18	1,016.599976	18	983.799988	18	14.9	18	7.7	18	9.9	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
14,259	999,999	13,753	1,947	1	15	44.400002	18	44.400002	18	1,019	18	1,016.400024	18	0.4	18	6.9	18	12	null	41	true	null	null	null	null	true	true	true	true	true	true
14,260	913,340	40,505	1,947	10	30	84.699997	18	78	18	1,007.200012	18	1,006.799988	18	15.5	18	4.7	18	8	null	81.300003	true	null	null	null	null	false	false	false	false	false	false
14,261	467,630	99,999	1,947	5	28	78	18	74.800003	18	1,004.599976	18	1,002.400024	18	2.7	18	2.2	18	4.1	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
14,262	999,999	93,832	1,947	9	22	78.400002	19	null	null	1,013.299988	19	null	null	9.2	19	3.9	19	11.1	null	75	true	null	null	null	null	false	false	false	false	false	false
14,263	999,999	93,111	1,947	11	1	59.799999	19	53.200001	19	1,017	19	1,016.400024	19	14.8	19	7.4	19	22.9	null	46.900002	true	null	null	0	null	true	true	true	true	true	true
14,264	749,498	99,999	1,947	10	29	82.5	19	76.599998	19	1,008.700012	19	1,007.5	19	15.9	19	8.9	19	20	null	80.199997	true	null	null	null	null	false	false	false	false	false	false
14,265	999,999	93,111	1,947	9	8	64.199997	19	57.5	19	1,013.799988	19	1,013.200012	19	2.5	19	4.9	19	13	null	57	true	null	null	0	null	false	false	false	false	false	false
14,266	910,660	22,701	1,947	2	7	65	19	55.099998	19	1,006.900024	19	1,005.5	19	10.5	19	21.4	19	32.099998	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
14,267	749,498	99,999	1,947	2	8	78.5	19	73.400002	19	1,010.799988	19	1,011.599976	19	13.1	19	7.7	19	14	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
14,268	749,066	99,999	1,947	3	25	67.800003	19	62	19	1,013.5	19	1,012	19	10.7	19	24.1	19	28	null	65.300003	true	null	null	0	null	false	false	false	false	false	false
14,269	590,460	99,999	1,947	4	26	60.799999	19	59.200001	19	1,012.299988	19	1,001.400024	19	7.3	19	2.9	19	8.9	null	57.400002	true	null	null	null	null	false	false	false	false	false	false
14,270	467,630	99,999	1,947	9	1	79	19	74.900002	19	1,010.599976	19	1,008.400024	19	2.4	19	4.1	19	8.9	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
14,271	999,999	43,205	1,947	10	2	63.299999	19	51	19	1,024.300049	19	1,022.700012	19	16.1	19	4	19	6	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
14,272	910,660	22,701	1,947	2	11	66.699997	19	58.299999	19	1,008.400024	19	1,007.099976	19	9.6	19	22.4	19	32.099998	null	64.400002	true	null	null	null	null	false	false	false	false	false	false
14,273	999,999	93,111	1,947	7	29	68.5	19	57.700001	19	1,013.5	19	1,013	19	14	19	6.4	19	12	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
14,274	710,435	99,999	1,947	4	28	25.4	20	17.9	20	1,007.400024	20	null	null	10.6	20	5.6	20	12	null	11.3	true	null	null	0.02	null	false	false	false	false	false	false
14,275	590,460	99,999	1,947	10	24	70.699997	20	62.099998	20	1,020	20	1,009.200012	20	4.3	20	2	20	7	null	63.299999	true	null	null	0	null	false	false	false	false	false	false
14,276	590,460	99,999	1,947	5	14	84.099998	20	74.099998	20	1,006.200012	20	995.700012	20	5.5	20	1.8	20	7	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
14,277	590,460	99,999	1,947	11	4	70.699997	20	56.5	20	1,018.099976	20	1,007.400024	20	4.1	19	2.4	20	5.1	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
14,278	467,510	99,999	1,947	5	7	79	20	72.099998	20	1,017.400024	20	991.099976	20	6.7	20	3	20	8.9	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
14,279	467,510	99,999	1,947	7	5	83.699997	20	75	20	1,008.5	20	996.099976	20	7.7	20	3.5	20	13	null	77.400002	true	null	null	null	null	false	false	false	false	false	false
14,280	910,660	22,701	1,947	4	20	65	20	54.200001	20	1,019.700012	20	1,018.400024	20	11.6	20	8.2	20	11.1	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
14,281	467,510	99,999	1,947	8	31	83	21	75.199997	21	1,005.900024	21	993.5	21	6.5	21	4.6	21	8.9	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
14,282	710,450	99,999	1,947	5	19	39	22	29.1	22	1,018.799988	22	null	null	27.6	22	3.6	22	11.1	null	27	true	null	null	0.16	null	false	false	false	false	false	false
14,283	107,880	99,999	1,947	7	15	65.400002	22	53.900002	22	1,020.400024	22	979.200012	22	11.1	22	6.2	22	13	null	54.299999	true	null	null	0	null	false	false	false	false	false	false
14,284	107,290	99,999	1,947	11	26	37.599998	22	31.5	22	1,006.799988	22	994.599976	22	7	22	11.5	22	16.9	null	32.400002	true	null	null	null	null	false	false	false	false	false	false
14,285	701,740	26,533	1,947	10	22	11.3	23	0.8	23	null	null	977.599976	23	33.299999	23	11.2	23	14	null	8.1	true	null	null	0	null	false	false	false	false	false	false
14,286	999,999	23,199	1,947	8	2	93.400002	23	65.099998	23	1,003	23	1,004.700012	23	27.200001	23	8.4	23	14	null	82.900002	true	null	null	0	null	false	false	false	false	false	false
14,287	723,440	13,964	1,947	8	26	83.300003	23	69.199997	23	1,014.799988	23	999.200012	23	16.6	23	6.7	23	15.9	null	72.300003	true	null	null	null	null	false	false	false	false	false	false
14,288	725,115	14,711	1,947	10	28	65	23	60.099998	23	1,017.700012	23	1,006.400024	23	6.2	23	5.9	23	9.9	null	60.299999	true	null	null	null	null	true	true	true	true	true	true
14,289	719,675	99,999	1,947	2	20	-2.5	23	-10	23	1,015.299988	23	null	null	39.799999	23	1.9	23	2.9	null	-16.6	true	null	null	0	null	false	false	false	false	false	false
14,290	749,165	99,999	1,947	5	13	69.199997	23	29.9	23	1,010.599976	23	877.5	23	42.799999	23	4.4	23	12	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
14,291	704,545	99,999	1,947	4	30	37.5	23	37.099998	23	992.200012	23	984.700012	23	3.4	23	19	23	35	null	36.299999	true	null	null	null	null	true	true	true	true	true	true
14,292	789,700	99,999	1,947	9	28	80.5	23	75.199997	23	1,012.299988	23	1,007.5	23	11.6	23	4.5	23	9.9	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
14,293	717,050	99,999	1,947	7	23	75	23	69.800003	23	1,023.700012	23	null	null	23.799999	23	11.2	23	19	null	68.400002	true	null	null	0	null	false	false	false	false	false	false
14,294	983,270	99,999	1,947	4	30	82	23	72	23	1,011.200012	23	993.900024	23	18	23	4.5	23	9.9	null	75.900002	true	null	null	0	null	false	false	false	false	false	false
14,295	700,260	27,502	1,947	4	27	5.2	23	1.5	23	1,011	23	1,010.400024	23	5.2	23	4.7	23	11.1	null	-4.5	true	null	null	null	null	true	true	true	true	true	true
14,296	725,115	14,711	1,947	9	10	76.400002	23	70.800003	23	1,025	23	1,013.5	23	4.1	23	7.6	23	11.1	null	70.300003	true	null	null	0	null	true	true	true	true	true	true
14,297	749,163	99,999	1,947	7	5	80.099998	23	59.5	23	1,009.599976	23	875	23	53.599998	23	6.7	23	15.9	null	67.300003	true	null	null	null	null	false	false	false	false	false	false
14,298	108,690	99,999	1,947	9	30	51.900002	23	42.799999	22	1,024.699951	23	970.099976	23	12.4	23	8.9	23	22.9	null	40.299999	true	null	null	null	null	false	false	false	false	false	false
14,299	724,050	13,743	1,947	6	25	75.099998	23	59.5	23	1,014.200012	23	1,013.5	23	9.3	23	7.8	23	15	null	66.400002	true	null	null	null	null	false	false	false	false	false	false

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