Split (1)

train · 100k rows

latitude float64 -57.36 59.6	longitude float64 -178.17 173	elevation_m float64 -227.86 4.39k	season stringclasses 4 values	weather stringclasses 7 values	visible_satellites int64 12 19	serving_satellites int64 2 5	signal_loss_db float64 0.5 1.88	download_throughput_bps float64 50.7M 130M	upload_throughput_bps float64 5.85M 15M	packet_loss float64 0 0.01	qoe_score float64 53.9 96.5
48.043079	-41.292322	100	Winter	Clear	14	4	0.51	129,350,000	14,925,000	0.001	91.25
-9.395	-113.590744	100	Spring	Light_Rain	18	2	0.612	116,415,000	13,432,500	0.003	84.02
0.672902	-110.377149	100	Spring	Rain	18	3	0.7905	97,012,500	11,193,750	0.0065	76.23
-36.880848	-72.380516	110.85968	Winter	Dense_Fog	15	2	0.664412	103,423,529.663086	11,933,484.191895	0.004	76.39
30.33518	-166.557467	100	Summer	Heavy_Rain	15	3	1.02	64,675,000	7,462,500	0.011	58.84
14.794667	-23.726411	100	Summer	Light_Rain	17	3	0.612	116,415,000	13,432,500	0.003	85.27
-9.414738	39.003497	237.602966	Winter	Snow	13	3	0.942769	77,073,348.431396	8,893,078.665161	0.009	63.32
46.702634	10.382935	2,117.335693	Fall	Rain	15	4	1.103187	87,177,988.494873	10,058,998.672485	0.0065	71.79
-35.707379	77.657481	100	Spring	Clear	13	2	0.51	129,350,000	14,925,000	0.001	86.5
54.417566	80.315695	168	Winter	Clear	18	3	0.5168	128,908,000	14,874,000	0.001	92.08
53.880253	16.34116	94.14502	Winter	Dense_Fog	19	3	0.662239	103,510,445.898438	11,943,512.988281	0.004	81.42
-35.522499	-105.050416	100	Fall	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
34.990696	-59.565348	100	Summer	Heavy_Rain	16	2	1.02	64,675,000	7,462,500	0.011	57.59
37.951251	-119.447621	2,618.468506	Summer	Heavy_Rain	17	4	1.523694	56,489,977.355957	6,518,074.310303	0.011	58.24
19.573916	-178.134656	100	Spring	Clear	15	4	0.51	129,350,000	14,925,000	0.001	92
23.555323	-82.146112	100	Fall	Moderate_Rain	14	2	0.765	90,545,000	10,447,500	0.006	69.43
0.460649	101.039852	61.862873	Winter	Clear	15	2	0.506186	129,597,891.324997	14,953,602.845192	0.001	88.1
6.28731	68.048503	100	Fall	Moderate_Rain	12	4	0.765	90,545,000	10,447,500	0.006	71.93
-47.909217	173.33892	100	Fall	Rain	14	2	0.7905	97,012,500	11,193,750	0.0065	71.23
-10.766868	77.797984	100	Winter	Dense_Fog	18	2	0.663	103,480,000	11,940,000	0.004	78.66
-57.135686	-83.963474	100	Spring	Light_Rain	17	2	0.612	116,415,000	13,432,500	0.003	83.27
-42.050066	67.902313	100	Spring	Rain	19	2	0.7905	97,012,500	11,193,750	0.0065	74.98
54.841954	52.556545	288.748199	Winter	Snow	12	3	0.951975	76,873,882.022095	8,870,063.310242	0.009	62.48
23.225251	36.618923	100	Summer	Heavy_Rain	18	4	1.02	64,675,000	7,462,500	0.011	63.09
3.167349	-33.296802	100	Summer	Rain	13	3	0.7905	97,012,500	11,193,750	0.0065	72.48
-32.581193	67.134233	100	Fall	Moderate_Rain	19	3	0.765	90,545,000	10,447,500	0.006	75.18
19.574339	-177.976403	100	Summer	Light_Rain	15	4	0.612	116,415,000	13,432,500	0.003	85.77
3.116552	-33.209888	100	Spring	Rain	13	3	0.7905	97,012,500	11,193,750	0.0065	72.48
-39.119678	-50.127851	100	Winter	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
-2.930237	131.069367	100	Summer	Rain	16	4	0.7905	97,012,500	11,193,750	0.0065	76.73
-37.414182	149.067644	593.202881	Fall	Clear	19	4	0.55932	126,144,181.274414	14,555,097.839355	0.001	93.77
-3.051637	131.141637	100	Winter	Dense_Fog	16	4	0.663	103,480,000	11,940,000	0.004	81.16
-57.126712	-83.955361	100	Fall	Clear	17	2	0.51	129,350,000	14,925,000	0.001	89.5
37.947682	-119.564897	2,618.468506	Summer	Clear	17	4	0.761847	112,979,954.711914	13,036,148.620605	0.001	87.2
46.620115	-152.741022	100	Winter	Dense_Fog	14	3	0.663	103,480,000	11,940,000	0.004	77.66
-0.028403	-117.575036	100	Summer	Rain	17	3	0.7905	97,012,500	11,193,750	0.0065	75.48
46.773156	72.2835	532.039246	Summer	Clear	14	3	0.553204	126,541,744.903564	14,600,970.565796	0.001	88.17
23.362881	36.570206	100	Summer	Heavy_Rain	18	4	1.02	64,675,000	7,462,500	0.011	63.09
54.949665	-23.565721	100	Spring	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
33.559842	127.256229	-98.45636	Fall	Moderate_Rain	12	3	0.764768	90,552,023.562622	10,448,310.411072	0.006	69.93
-24.702288	128.151064	480.29361	Summer	Heavy_Rain	13	4	1.096059	63,439,045.768738	7,319,889.896393	0.011	58.72
-12.455944	-42.701305	464.347931	Fall	Clear	16	3	0.546435	126,981,738.449097	14,651,739.051819	0.001	89.84
-45.473607	167.705911	214	Spring	Light_Rain	16	3	0.62568	115,748,100	13,355,550	0.003	84.25
24.360909	-72.683137	100	Summer	Light_Rain	13	2	0.612	116,415,000	13,432,500	0.003	80.27
0.644862	-110.437559	100	Fall	Moderate_Rain	18	3	0.765	90,545,000	10,447,500	0.006	74.43
8.221418	-116.452265	100	Summer	Rain	17	4	0.7905	97,012,500	11,193,750	0.0065	77.48
-35.511202	-105.007908	100	Winter	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
46.797804	72.247701	532.039246	Spring	Rain	14	3	0.857466	94,906,308.677673	10,950,727.924347	0.0065	72.33
6.377422	68.082445	100	Summer	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
45.168434	-101.058559	665.28772	Summer	Light_Rain	15	4	0.679835	113,108,066.8396	13,050,930.789185	0.003	84.45
-35.635537	77.612469	100	Summer	Clear	13	2	0.51	129,350,000	14,925,000	0.001	86.5
33.553953	127.332224	-98.45636	Winter	Clear	12	3	0.509846	129,360,033.660889	14,926,157.730103	0.001	87.75
-36.740528	-72.310824	110.85968	Summer	Light_Rain	15	2	0.613303	116,351,470.870972	13,425,169.715881	0.003	81.74
-37.742199	-104.507842	100	Winter	Clear	14	4	0.51	129,350,000	14,925,000	0.001	91.25
-9.255104	38.911909	237.602966	Summer	Rain	13	3	0.811828	96,341,685.539246	11,116,348.331451	0.0065	72.19
46.621064	10.251818	2,117.335693	Summer	Clear	15	4	0.711734	116,237,317.993164	13,411,998.22998	0.001	86.96
23.388351	-82.137459	100	Summer	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
5.511256	-53.88272	48.428391	Fall	Moderate_Rain	14	3	0.757264	90,779,650.823212	10,474,575.094986	0.006	71.53
6.222563	68.092576	100	Summer	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
20.849203	138.921145	100	Spring	Light_Rain	12	3	0.612	116,415,000	13,432,500	0.003	81.52
29.998888	-131.854047	100	Summer	Clear	16	3	0.51	129,350,000	14,925,000	0.001	90.75
-2.089663	-138.582539	100	Fall	Rain	19	3	0.7905	97,012,500	11,193,750	0.0065	76.98
37.908803	-119.631786	2,618.468506	Spring	Light_Rain	17	4	0.914216	101,681,959.240723	11,732,533.758545	0.003	81.41
0.376131	101.155112	61.862873	Winter	Clear	15	2	0.506186	129,597,891.324997	14,953,602.845192	0.001	88.1
28.472526	-141.049446	100	Summer	Heavy_Rain	13	3	1.02	64,675,000	7,462,500	0.011	57.34
-12.272307	-42.704993	464.347931	Fall	Rain	16	3	0.846974	95,236,303.836823	10,988,804.288864	0.0065	73.97
23.146512	36.613041	100	Winter	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
8.41609	-116.507936	100	Spring	Light_Rain	17	4	0.612	116,415,000	13,432,500	0.003	87.27
50.690488	-54.527669	-216.612854	Spring	Clear	17	2	0.521661	128,592,016.448975	14,837,540.359497	0.001	89.21
54.967583	52.629728	288.748199	Spring	Clear	12	3	0.528875	128,123,136.703491	14,783,438.850403	0.001	87.28
-35.8745	-160.319228	100	Spring	Light_Rain	18	4	0.612	116,415,000	13,432,500	0.003	88.02
-57.169807	38.549124	100	Spring	Clear	16	2	0.51	129,350,000	14,925,000	0.001	88.75
46.724656	10.179104	2,117.335693	Spring	Clear	15	4	0.711734	116,237,317.993164	13,411,998.22998	0.001	86.96
-37.859307	-104.44817	100	Summer	Heavy_Rain	14	4	1.02	64,675,000	7,462,500	0.011	60.09
54.569716	-3.03502	534.827271	Summer	Heavy_Rain	13	3	1.106965	63,261,811.37085	7,299,439.77356	0.011	56.63
-10.620102	77.897519	100	Spring	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
6.340473	68.126476	100	Spring	Light_Rain	12	4	0.612	116,415,000	13,432,500	0.003	83.52
54.49606	-3.03109	534.827271	Spring	Rain	13	3	0.857898	94,892,717.056274	10,949,159.660339	0.0065	71.58
15.143669	-2.327614	290.304993	Summer	Clear	15	4	0.52903	128,113,017.547607	14,782,271.255493	0.001	91.52
-10.546733	77.909345	100	Spring	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
14.656657	-23.635586	100	Winter	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
-29.716855	-111.627335	100	Winter	Snow	19	2	0.918	77,610,000	8,955,000	0.009	66.07
44.387309	-110.502367	2,456.826904	Fall	Rain	16	4	1.155808	85,522,968.841553	9,868,034.866333	0.0065	71.84
19.646959	-178.032806	100	Fall	Rain	15	4	0.7905	97,012,500	11,193,750	0.0065	75.98
-29.78576	-111.575481	100	Summer	Heavy_Rain	19	2	1.02	64,675,000	7,462,500	0.011	59.84
6.240547	68.081089	100	Summer	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
-6.717785	130.405748	100	Summer	Rain	12	2	0.7905	97,012,500	11,193,750	0.0065	69.73
-44.730859	26.584054	100	Fall	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
46.921758	72.165738	532.039246	Winter	Snow	14	3	0.995767	75,925,046.942139	8,760,582.339478	0.009	63.54
51.443737	-116.001533	2,065.647461	Spring	Light_Rain	14	3	0.847878	104,915,962.353516	12,105,687.963867	0.003	78.45
-9.287913	38.901856	237.602966	Winter	Dense_Fog	13	3	0.680888	102,764,464.575195	11,857,438.220215	0.004	76.62
36.658046	-7.146098	100	Spring	Clear	16	2	0.51	129,350,000	14,925,000	0.001	88.75
-47.908456	173.196866	100	Spring	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
24.521402	-72.482425	100	Fall	Moderate_Rain	13	2	0.765	90,545,000	10,447,500	0.006	68.68
23.338601	36.677226	100	Summer	Heavy_Rain	18	4	1.02	64,675,000	7,462,500	0.011	63.09
-51.283555	-72.279107	110.756371	Fall	Clear	14	3	0.511076	129,280,083.591461	14,916,932.722092	0.001	89.22
-35.785156	-160.402642	100	Fall	Moderate_Rain	18	4	0.765	90,545,000	10,447,500	0.006	76.43
-47.8209	173.169096	100	Fall	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
8.283508	-116.291215	100	Summer	Rain	17	4	0.7905	97,012,500	11,193,750	0.0065	77.48
37.850913	-119.667053	2,618.468506	Summer	Light_Rain	17	4	0.914216	101,681,959.240723	11,732,533.758545	0.003	81.41

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