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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
32,300	173,000	99,999	1,952	10	11	71.099998	13	60.5	6	1,015.5	13	1,010.299988	13	17.4	13	5.9	13	9.9	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
32,301	171,500	99,999	1,952	5	24	55.400002	13	48.900002	13	1,012.599976	13	1,000.400024	13	10.1	13	11.4	13	18.1	null	53.400002	true	null	null	null	null	false	false	false	false	false	false
32,302	999,999	93,826	1,952	9	3	79.599998	13	59.5	13	1,015.400024	13	1,013.599976	13	11.8	13	9	13	14	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
32,303	171,500	99,999	1,952	11	16	58.799999	13	50.799999	13	1,023.400024	13	1,011	13	18.4	13	0.2	13	2.9	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
32,304	171,150	99,999	1,952	5	8	76.900002	13	53.299999	5	1,013.5	13	1,007.799988	13	16.200001	13	6.5	13	15	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
32,305	999,999	41,230	1,952	3	5	87.099998	13	70.5	13	1,010.299988	13	1,010.200012	13	14.7	13	3.4	13	6	null	78.099998	true	null	null	0	null	false	false	false	false	false	false
32,306	999,999	3,840	1,952	9	4	77.400002	13	56.400002	13	1,017.700012	13	1,013.799988	13	14.1	13	5.2	13	8	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
32,307	172,440	99,999	1,952	6	2	63.799999	13	41.799999	13	906.599976	13	null	null	19.299999	13	5.2	13	9.9	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
32,308	701,730	99,999	1,952	11	6	19	13	14.4	13	1,004.900024	13	965.900024	13	14.9	13	1.9	13	13	null	12.4	true	null	null	0	null	false	false	false	false	false	false
32,309	408,530	99,999	1,952	4	6	79.599998	13	60.599998	13	1,012.099976	13	null	null	24.9	13	3.7	13	8.9	null	61	false	null	null	0	null	false	false	false	false	false	false
32,310	999,999	93,826	1,952	9	5	80.099998	13	70.300003	13	1,016.799988	13	1,014.599976	13	10.5	13	10	13	15	null	72	true	null	null	null	null	false	false	false	false	false	false
32,311	999,999	23,157	1,952	6	26	68.300003	13	30.299999	13	1,005.400024	13	866.799988	13	47.400002	13	11	13	26	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
32,312	701,730	99,999	1,952	7	22	69.199997	13	57.799999	13	1,021.5	13	983.599976	13	14.9	13	5.2	13	9.9	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
32,313	943,350	99,999	1,952	7	13	68.800003	14	49.099998	14	null	null	993.799988	14	28	7	6.7	14	12	null	53.099998	false	null	null	0	null	false	false	false	false	false	false
32,314	946,930	99,999	1,952	6	2	57.299999	14	51	13	null	null	1,006.099976	14	14.2	7	13.4	14	22	null	44.099998	false	null	null	0.12	null	false	false	false	false	false	false
32,315	943,350	99,999	1,952	5	16	73.300003	14	64.099998	14	null	null	989.599976	14	20.200001	7	6.1	14	9.9	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
32,316	943,350	99,999	1,952	5	31	64.300003	14	40	14	null	null	994.299988	14	28	7	6.5	14	8.9	null	49.599998	true	null	null	0	null	false	false	false	false	false	false
32,317	946,930	99,999	1,952	9	30	65.400002	14	52.5	13	null	null	1,004.799988	14	16	7	10.1	14	22.9	null	57.900002	true	null	null	null	null	false	false	false	false	false	false
32,318	942,120	99,999	1,952	4	1	91	14	63	14	null	null	964.299988	14	15.1	7	10.1	14	15	null	77	false	null	null	0	null	false	false	false	false	false	false
32,319	946,460	99,999	1,952	6	10	55.599998	14	42	14	null	null	996.099976	14	18.6	7	3	14	8	null	43	false	null	null	0	null	false	false	false	false	false	false
32,320	943,350	99,999	1,952	4	24	74.800003	14	39.799999	14	null	null	991.900024	14	28	7	9.9	14	14	null	64	true	null	null	0	null	false	false	false	false	false	false
32,321	946,460	99,999	1,952	5	29	56	14	38.200001	14	null	null	993.400024	14	14.9	7	10.2	14	22.9	null	41	false	null	null	0	null	false	false	false	false	false	false
32,322	172,200	99,999	1,952	5	25	61.5	14	52.299999	14	1,010.099976	14	994.099976	14	10.9	14	11.9	14	15.9	null	54.299999	true	null	null	0.24	null	false	false	false	false	false	false
32,323	999,999	24,231	1,952	11	26	29.6	14	27	14	1,024.599976	14	1,005.200012	14	1.5	14	2.2	14	4.1	null	25	true	null	null	null	null	true	true	true	true	true	true
32,324	999,999	24,231	1,952	4	10	60.900002	14	39.900002	14	1,011.5	14	992.900024	14	22.200001	14	5.1	14	10.1	null	39	true	null	null	0	null	false	false	false	false	false	false
32,325	701,730	99,999	1,952	7	15	51.099998	14	50.299999	14	1,019.5	14	981.700012	14	4.1	14	9.1	14	12	null	48.400002	true	null	null	null	null	true	true	true	true	true	true
32,326	999,999	60,703	1,952	3	14	83.599998	14	75.5	14	1,007.900024	14	1,007.5	14	12.6	14	9.7	14	13	null	78.099998	true	null	null	0	null	false	false	false	false	false	false
32,327	171,240	99,999	1,952	8	20	83.699997	14	null	null	902.099976	14	924.799988	14	11.9	14	3.4	14	7	null	63.299999	true	null	null	0	null	false	false	false	false	false	false
32,328	172,200	99,999	1,952	1	14	55.900002	14	48.299999	14	null	null	1,004.700012	14	13	14	null	null	null	null	51.299999	true	null	null	0	null	false	false	false	false	false	false
32,329	999,999	93,834	1,952	11	18	58.200001	14	46.799999	14	1,017.400024	14	988.599976	14	6.7	14	9.1	14	15.9	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
32,330	999,999	23,191	1,952	9	23	77.300003	14	52.799999	14	1,012.200012	14	957.900024	14	37.299999	14	5	14	8.9	null	72	true	null	null	0	null	false	false	false	false	false	false
32,331	999,999	14,856	1,952	5	10	56.099998	14	44.299999	14	1,003.599976	14	982.200012	14	6.5	14	8.5	14	11.1	null	52	true	null	null	null	null	false	false	false	false	false	false
32,332	172,180	99,999	1,952	5	25	61.5	14	52.299999	14	1,010.099976	14	994.099976	14	10.9	14	11.9	14	15.9	null	54.299999	true	null	null	null	null	false	false	false	false	false	false
32,333	470,660	99,999	1,952	7	21	84.900002	14	74.699997	14	1,012.900024	14	992.099976	14	9.5	14	2.7	14	7	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
32,334	999,999	24,231	1,952	8	2	78.199997	14	57.700001	14	1,016	14	997.700012	14	29.799999	14	5.1	14	13	null	59	true	null	null	0	null	false	false	false	false	false	false
32,335	999,999	13,771	1,952	12	18	45.599998	14	33.099998	14	1,016.400024	14	1,015.700012	14	3.2	14	11.1	14	17.1	null	37	true	null	null	0	null	true	true	true	true	true	true
32,336	172,200	99,999	1,952	2	17	53.900002	14	45.599998	14	1,012	14	996	14	10.4	14	12.7	14	20	null	48.400002	true	null	null	0	null	false	false	false	false	false	false
32,337	999,999	23,157	1,952	2	8	44.900002	14	21.1	14	1,018.900024	14	875.700012	14	44	14	4.6	14	8	null	30	true	null	null	0	null	false	false	false	false	false	false
32,338	999,999	23,191	1,952	8	19	75.300003	14	48.700001	14	1,011.200012	14	956.799988	14	88.800003	14	2.7	14	7	null	69.099998	true	null	null	0	null	false	false	false	false	false	false
32,339	999,999	24,235	1,952	5	26	65.199997	14	43.900002	14	1,016.200012	14	885.700012	14	83.800003	14	9.2	14	17.1	null	55	true	null	null	0	null	false	false	false	false	false	false
32,340	172,200	99,999	1,952	10	25	68.900002	14	58.599998	14	1,019.700012	14	1,003.799988	14	13.1	14	3.3	14	7	null	55.400002	true	null	null	0	null	false	false	false	false	false	false
32,341	749,355	99,999	1,952	1	10	40.700001	14	32.200001	14	1,017	14	1,017	14	11.7	14	3.1	14	9.9	null	26.4	true	null	null	0	null	false	false	false	false	false	false
32,342	171,240	99,999	1,952	4	8	46.099998	14	null	null	903.799988	14	926.599976	14	13.2	14	14.2	14	26	null	37.400002	true	null	null	null	null	false	false	false	false	false	false
32,343	172,180	99,999	1,952	8	6	85	14	56.400002	14	1,009.400024	14	994.200012	14	14.7	14	17.6	14	26	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
32,344	999,999	23,043	1,952	11	17	52.799999	14	21.4	14	1,010.799988	14	887.900024	14	34.900002	14	8.9	14	28.9	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
32,345	171,240	99,999	1,952	11	22	47.799999	15	null	null	null	null	920	15	11.9	15	11.8	15	21	null	41.400002	true	null	null	null	null	false	false	false	false	false	false
32,346	782,440	99,999	1,952	6	16	80.599998	15	72.900002	15	1,013.599976	15	null	null	10.1	15	5.7	15	9.9	null	73	true	null	null	0	null	false	false	false	false	false	false
32,347	999,999	14,793	1,952	11	25	44.700001	15	36.400002	15	1,030.400024	15	1,015.700012	15	9.7	15	2.2	15	6	null	37	true	null	null	0	null	false	false	false	false	false	false
32,348	749,376	99,999	1,952	12	2	27	15	19.6	15	1,019.700012	15	1,018.599976	15	6.2	15	5.3	15	13	null	13.5	true	null	null	null	null	true	true	true	true	true	true
32,349	999,999	93,105	1,952	9	6	96.699997	15	58.200001	15	1,007.200012	15	975.900024	15	18.9	15	6	15	12	null	82	true	null	null	0	null	false	false	false	false	false	false
32,350	999,999	93,105	1,952	7	11	93.699997	15	49.799999	15	1,006.599976	15	975.200012	15	23.5	15	5.9	15	10.1	null	77	true	null	null	0	null	false	false	false	false	false	false
32,351	999,999	93,828	1,952	3	29	62.5	15	41.900002	15	1,021.599976	15	1,019.700012	15	13	15	6.1	15	8	null	50	true	null	null	0	null	false	false	false	false	false	false
32,352	999,999	93,105	1,952	6	14	92	15	37.099998	15	1,005.200012	15	973.400024	15	23.200001	15	3.6	15	14	null	70	true	null	null	0	null	false	false	false	false	false	false
32,353	999,999	93,834	1,952	1	20	42.200001	15	35.299999	15	1,008.099976	15	978.799988	15	8.2	15	20.4	15	32.099998	null	36	true	null	null	null	null	false	false	false	false	false	false
32,354	999,999	93,105	1,952	10	17	77.900002	15	41.5	15	1,013.799988	15	983.099976	15	19.200001	15	3.9	15	7	null	54	true	null	null	0	null	false	false	false	false	false	false
32,355	999,999	93,832	1,952	2	9	59.400002	15	46.299999	15	1,021.400024	15	1,017.799988	15	11.1	15	8.2	15	13	null	46	true	null	null	0	null	false	false	false	false	false	false
32,356	782,440	99,999	1,952	12	2	71.300003	15	63.099998	15	1,017.5	15	null	null	10.3	15	7.9	15	15	null	59	true	null	null	0	null	false	false	false	false	false	false
32,357	722,138	13,835	1,952	5	13	68.699997	15	42.5	15	1,020.299988	15	1,008.599976	15	14.9	15	11.4	15	17.1	null	57	true	null	null	0	null	false	false	false	false	false	false
32,358	782,440	99,999	1,952	7	31	81.400002	15	72.900002	15	1,017	15	null	null	9.9	15	6.8	15	12	null	75	true	null	null	null	null	false	false	false	false	false	false
32,359	782,440	99,999	1,952	1	8	66.400002	15	53.700001	15	1,019.200012	15	null	null	9.1	15	6.8	15	14	null	57	true	null	null	0	null	false	false	false	false	false	false
32,360	999,999	22,519	1,952	9	24	78.5	15	66.400002	15	1,015	15	1,015.099976	15	14.6	15	7.5	15	12	null	75	true	null	null	0	null	false	false	false	false	false	false
32,361	999,999	93,105	1,952	10	16	78.199997	15	39.200001	15	1,010.900024	15	978	15	16.9	15	6	15	10.1	null	54	true	null	null	0	null	false	false	false	false	false	false
32,362	35,810	99,999	1,952	4	23	48.5	15	40.599998	15	1,011.299988	15	null	null	12.2	15	6.2	15	8.9	null	41	false	null	null	0.2	null	false	false	false	false	false	false
32,363	999,999	93,834	1,952	1	6	31.1	15	27.200001	15	1,020.5	15	989.900024	15	4.5	15	9.9	15	15.9	null	30	true	null	null	null	null	false	false	false	false	false	false
32,364	999,999	14,746	1,952	1	25	17.6	16	11.8	16	null	null	null	null	5.1	16	11.3	16	17.1	null	6.1	true	null	null	null	null	false	false	false	false	false	false
32,365	726,985	99,999	1,952	3	8	37.799999	16	31.5	16	null	null	null	null	39.799999	16	2.6	16	6	null	31.299999	true	null	null	0	null	false	false	false	false	false	false
32,366	999,999	23,090	1,952	6	14	79.699997	16	44.099998	16	null	null	null	null	89.5	16	3.9	16	7	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
32,367	999,999	23,225	1,952	12	31	28.700001	16	26.6	16	1,017.099976	16	835.5	16	6.8	16	5.1	16	10.1	null	26.1	true	null	null	null	null	true	true	true	true	true	true
32,368	999,999	14,947	1,952	10	24	52.099998	16	33	16	1,018.200012	16	987.299988	16	12.2	16	4.2	16	10.1	null	37	true	null	null	0	null	false	false	false	false	false	false
32,369	999,999	94,908	1,952	4	24	51.299999	16	24.700001	16	1,022.200012	16	982.400024	16	21.1	16	8.1	16	12	null	39	true	null	null	0	null	false	false	false	false	false	false
32,370	999,999	14,947	1,952	11	20	30	16	22.799999	16	1,012.599976	16	980.799988	16	14.9	16	5.7	16	10.1	null	21	true	null	null	0	null	false	false	false	false	false	false
32,371	999,999	23,225	1,952	6	28	47.299999	16	41.299999	16	1,010.299988	9	835.400024	16	24.200001	16	11.7	16	15.9	null	45	true	null	null	null	null	false	false	false	false	false	false
32,372	999,999	94,908	1,952	2	27	35.900002	16	26.6	16	1,012.599976	16	972.599976	16	13.6	16	6.6	16	10.1	null	27	true	null	null	0	null	false	false	false	false	false	false
32,373	999,999	23,061	1,952	6	19	72.900002	16	39.900002	16	1,014.900024	16	775.099976	16	49.099998	16	11	16	19	null	48	true	null	null	0	null	false	false	false	false	false	false
32,374	999,999	12,838	1,952	4	3	73.099998	16	59.900002	16	1,015.799988	16	1,014.900024	16	14.9	16	10.5	16	17.1	null	64.900002	true	null	null	null	null	false	false	false	false	false	false
32,375	999,999	14,947	1,952	9	24	54.400002	16	42.599998	16	1,022	16	990.599976	16	11.8	16	3.6	16	5.1	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
32,376	999,999	23,225	1,952	3	11	24.9	16	22.700001	16	1,009.599976	9	828.599976	16	26.700001	16	6.3	16	11.1	null	18	true	null	null	null	null	false	false	false	false	false	false
32,377	999,999	3,103	1,952	1	8	27	16	25	16	1,016.400024	16	782.200012	16	6.5	16	8.8	16	13	null	25	true	null	null	null	null	false	false	false	false	false	false
32,378	408,310	99,999	1,952	5	4	87.800003	16	65.099998	16	1,003.900024	16	null	null	7.1	16	6.2	16	8.9	null	73.900002	false	null	null	0	null	false	false	false	false	false	false
32,379	999,999	23,225	1,952	6	13	48.599998	16	23.700001	16	1,013.700012	9	836.900024	16	68	16	10	16	19	null	39	true	null	null	0	null	false	false	false	false	false	false
32,380	999,999	23,051	1,952	2	12	39.400002	16	34.400002	16	1,005.400024	16	838.099976	16	10.1	16	6.4	16	10.1	null	28.9	true	null	null	null	null	true	true	true	true	true	true
32,381	999,999	94,908	1,952	12	27	18.1	16	8.4	16	1,025.599976	16	984.299988	16	18.299999	16	4.6	16	7	null	10.9	true	null	null	0	null	false	false	false	false	false	false
32,382	999,999	23,225	1,952	8	24	68.800003	16	35.400002	16	1,011.799988	16	840.599976	16	51	16	13.1	16	17.1	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
32,383	408,310	99,999	1,952	1	3	57.900002	16	50.200001	16	1,015.5	16	null	null	5.2	16	11	16	18.1	null	46.900002	true	null	null	null	null	false	false	false	false	false	false
32,384	999,999	23,225	1,952	9	24	72.400002	16	44.299999	16	1,014.799988	16	843.700012	16	23.9	16	6.9	16	10.1	null	66	true	null	null	0	null	false	false	false	false	false	false
32,385	999,999	12,922	1,952	10	3	80.300003	16	64.699997	16	1,018.099976	16	1,014.099976	16	9.5	16	7.1	16	10.1	null	69.099998	true	null	null	0	null	true	true	true	true	true	true
32,386	999,999	24,231	1,952	12	20	44.400002	16	39.400002	16	1,016.200012	16	997.299988	16	11.7	16	2.1	16	7	null	41	true	null	null	null	null	false	false	false	false	false	false
32,387	722,138	13,835	1,952	3	20	68.300003	16	46.700001	16	1,019	16	1,007.200012	16	13	16	4	16	8.9	null	50	true	null	null	0	null	false	false	false	false	false	false
32,388	999,999	23,176	1,952	10	22	59.099998	16	23.6	16	1,020.700012	16	850.700012	16	37	16	4.9	16	7	null	34	true	null	null	0	null	false	false	false	false	false	false
32,389	999,999	93,801	1,952	6	18	84.300003	16	71.699997	16	1,014.900024	16	992.200012	16	10.1	16	4.1	16	13	null	70	true	null	null	null	null	false	false	false	false	false	false
32,390	999,999	14,789	1,952	8	7	70.599998	16	66.699997	16	1,015.599976	16	1,015	16	3.1	16	5	16	8	null	64.900002	true	null	null	null	null	true	true	true	true	true	true
32,391	999,999	94,908	1,952	11	18	45.200001	16	38.700001	16	1,008.400024	16	969.299988	16	17.9	16	18.4	16	22.9	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
32,392	999,999	24,237	1,952	12	1	19.799999	16	18.1	16	1,005.599976	16	864.700012	16	1	16	14.2	16	21	null	15.1	true	null	null	null	null	true	true	true	true	true	true
32,393	999,999	12,922	1,952	6	3	81	16	66.400002	16	1,014.799988	16	1,010.700012	16	13.2	16	6.9	16	10.1	null	69.099998	true	null	null	0	null	false	false	false	false	false	false
32,394	999,999	24,152	1,952	2	5	36.099998	16	23.6	16	1,029.699951	8	885.400024	16	14.9	16	7	16	15.9	null	26.1	true	null	null	0	null	false	false	false	false	false	false
32,395	999,999	94,908	1,952	5	23	66.599998	16	58.400002	16	1,011.700012	16	973	16	9.2	16	7.7	16	12	null	55.900002	true	null	null	null	null	true	true	true	true	true	true
32,396	999,999	24,149	1,952	9	6	65.099998	16	52.700001	16	1,014.5	16	963.400024	16	28	16	3	16	10.1	null	55	true	null	null	null	null	false	false	false	false	false	false
32,397	999,999	23,176	1,952	8	8	75.900002	16	55.200001	16	1,013	16	846.900024	16	34.5	16	8.5	16	15.9	null	57.900002	true	null	null	null	null	false	false	false	false	false	false
32,398	999,999	94,908	1,952	5	14	58.5	16	46.099998	16	1,006.200012	16	967.299988	16	17.6	16	13.3	16	19	null	48	true	null	null	null	null	false	false	false	false	false	false
32,399	999,999	93,801	1,952	6	9	83.099998	16	70.800003	16	1,015.900024	16	993.200012	16	10.8	16	5.9	16	14	null	70	true	null	null	0	null	false	false	false	false	false	false

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