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
17.247625	-142.334007	100	Winter	Clear	13	2	0.51	129,350,000	14,925,000	0.001	86.5
54.260347	80.30429	168	Fall	Moderate_Rain	18	3	0.7752	90,235,600	10,411,800	0.006	74.3
36.619858	-7.357045	100	Winter	Clear	16	2	0.51	129,350,000	14,925,000	0.001	88.75
24.456799	-72.636523	100	Winter	Dense_Fog	13	2	0.663	103,480,000	11,940,000	0.004	74.91
-57.163502	38.642241	100	Fall	Clear	16	2	0.51	129,350,000	14,925,000	0.001	88.75
33.591404	127.400471	-98.45636	Summer	Clear	12	3	0.509846	129,360,033.660889	14,926,157.730103	0.001	87.75
32.334571	-25.208593	100	Summer	Clear	17	2	0.51	129,350,000	14,925,000	0.001	89.5
-25.658509	-28.107362	100	Fall	Rain	19	2	0.7905	97,012,500	11,193,750	0.0065	74.98
44.419547	-110.503059	2,456.826904	Fall	Moderate_Rain	16	4	1.118524	79,821,437.585449	9,210,165.875244	0.006	70.33
-32.333199	67.168082	100	Spring	Rain	19	3	0.7905	97,012,500	11,193,750	0.0065	76.98
8.455437	-116.426161	100	Winter	Snow	17	4	0.918	77,610,000	8,955,000	0.009	68.57
29.966028	-131.907837	100	Summer	Heavy_Rain	16	3	1.02	64,675,000	7,462,500	0.011	59.59
46.719058	10.324338	2,117.335693	Fall	Moderate_Rain	15	4	1.0676	81,366,122.595215	9,388,398.760986	0.006	70.25
-12.378527	-42.888961	464.347931	Winter	Dense_Fog	16	3	0.710365	101,585,390.759277	11,721,391.241455	0.004	78.39
-32.410597	67.23592	100	Winter	Clear	19	3	0.51	129,350,000	14,925,000	0.001	93
-10.111074	-10.851454	100	Fall	Clear	13	3	0.51	129,350,000	14,925,000	0.001	88.5
-8.110854	135.962852	-63.837963	Fall	Rain	19	3	0.784895	97,188,789.929867	11,214,091.145754	0.0065	77.06
23.369298	155.049608	100	Winter	Snow	15	4	0.918	77,610,000	8,955,000	0.009	67.07
20.97383	138.83667	100	Winter	Dense_Fog	12	3	0.663	103,480,000	11,940,000	0.004	76.16
21.15952	27.706587	396.132477	Summer	Clear	16	2	0.539613	127,425,138.900757	14,702,900.642395	0.001	88.01
-36.7917	-72.331373	110.85968	Summer	Light_Rain	15	2	0.613303	116,351,470.870972	13,425,169.715881	0.003	81.74
33.862652	-98.579062	307.651825	Spring	Light_Rain	14	4	0.636918	115,200,236.824036	13,292,335.018158	0.003	84.53
32.371625	-25.186994	100	Winter	Snow	17	2	0.918	77,610,000	8,955,000	0.009	64.57
-2.954071	131.005764	100	Winter	Clear	16	4	0.51	129,350,000	14,925,000	0.001	92.75
-54.965116	-58.006748	100	Spring	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
-47.724976	173.258437	100	Spring	Light_Rain	14	2	0.612	116,415,000	13,432,500	0.003	81.02
-57.243077	-83.826013	100	Summer	Heavy_Rain	17	2	1.02	64,675,000	7,462,500	0.011	58.34
15.042675	-2.158996	290.304993	Spring	Rain	15	4	0.819997	96,084,763.160706	11,086,703.44162	0.0065	75.59
45.236322	-101.104002	665.28772	Summer	Heavy_Rain	15	4	1.133058	62,837,814.910889	7,250,517.105103	0.011	59.92
54.400952	80.447534	168	Fall	Moderate_Rain	18	3	0.7752	90,235,600	10,411,800	0.006	74.3
-27.870747	-119.187429	100	Winter	Snow	12	3	0.918	77,610,000	8,955,000	0.009	62.82
39.355958	-64.701464	100	Fall	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
0.536972	101.255965	61.862873	Spring	Light_Rain	15	2	0.607424	116,638,102.192497	13,458,242.560673	0.003	81.86
-39.059201	-50.113124	100	Winter	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
-45.334792	167.672264	214	Winter	Snow	16	3	0.93852	77,165,400	8,903,700	0.009	65.61
-10.630328	77.903462	100	Fall	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
16.11581	-48.930488	100	Spring	Clear	17	4	0.51	129,350,000	14,925,000	0.001	93.5
28.402941	-141.055964	100	Summer	Light_Rain	13	3	0.612	116,415,000	13,432,500	0.003	82.27
23.269599	36.505692	100	Spring	Rain	18	4	0.7905	97,012,500	11,193,750	0.0065	78.23
-25.409907	154.451959	100	Winter	Snow	17	3	0.918	77,610,000	8,955,000	0.009	66.57
27.596764	-31.998632	100	Fall	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
-57.163108	-83.997497	100	Winter	Clear	17	2	0.51	129,350,000	14,925,000	0.001	89.5
19.527462	83.752361	346.46582	Summer	Light_Rain	12	3	0.641576	114,973,174.951172	13,266,135.571289	0.003	80.94
-20.21692	58.389509	100	Summer	Heavy_Rain	12	3	1.02	64,675,000	7,462,500	0.011	56.59
-44.732625	26.552691	100	Winter	Snow	17	3	0.918	77,610,000	8,955,000	0.009	66.57
-29.702873	-111.468941	100	Spring	Light_Rain	19	2	0.612	116,415,000	13,432,500	0.003	84.77
-37.742217	-104.523334	100	Fall	Moderate_Rain	14	4	0.765	90,545,000	10,447,500	0.006	73.43
30.045067	-131.853793	100	Winter	Dense_Fog	16	3	0.663	103,480,000	11,940,000	0.004	79.16
54.812802	52.572099	288.748199	Spring	Light_Rain	12	3	0.63465	115,310,823.033142	13,305,094.965363	0.003	81.08
-45.479544	167.746004	214	Summer	Clear	16	3	0.5214	128,609,000	14,839,500	0.001	90.46
-10.871148	28.797937	1,189.015747	Spring	Light_Rain	19	2	0.742682	110,044,257.879639	12,697,414.370728	0.003	82.24
-24.483367	128.082237	480.29361	Spring	Light_Rain	13	4	0.657635	114,190,282.383728	13,175,801.813507	0.003	83.38
-2.044884	-138.536165	100	Summer	Rain	19	3	0.7905	97,012,500	11,193,750	0.0065	76.98
19.433503	-178.099569	100	Winter	Snow	15	4	0.918	77,610,000	8,955,000	0.009	67.07
0.032909	-117.763796	100	Spring	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
50.064516	60.632602	251	Spring	Clear	13	4	0.5251	128,368,500	14,811,750	0.001	90.12
5.460353	-53.858939	48.428391	Spring	Rain	14	3	0.782506	97,263,911.596298	11,222,759.030342	0.0065	73.34
-25.630294	28.794326	1,404.640137	Spring	Light_Rain	13	4	0.768557	108,782,855.200195	12,551,867.907715	0.003	81.23
-54.917586	-57.909337	100	Spring	Rain	14	2	0.7905	97,012,500	11,193,750	0.0065	71.23
46.687632	-152.895804	100	Winter	Clear	14	3	0.51	129,350,000	14,925,000	0.001	89.25
33.903526	-98.524283	307.651825	Summer	Heavy_Rain	14	4	1.06153	64,000,131.568909	7,384,630.565643	0.011	59.75
-37.805729	-104.515618	100	Fall	Rain	14	4	0.7905	97,012,500	11,193,750	0.0065	75.23
-27.879142	-119.219544	100	Winter	Snow	12	3	0.918	77,610,000	8,955,000	0.009	62.82
46.923049	72.185954	532.039246	Spring	Light_Rain	14	3	0.663845	113,887,570.413208	13,140,873.509216	0.003	82.01
36.247426	-112.112767	1,011.097229	Winter	Snow	18	4	1.081998	74,056,720.806885	8,545,006.246948	0.009	67.68
-57.154598	-83.848385	100	Fall	Clear	17	2	0.51	129,350,000	14,925,000	0.001	89.5
-35.673704	77.741768	100	Fall	Clear	13	2	0.51	129,350,000	14,925,000	0.001	86.5
20.869007	138.828373	100	Fall	Rain	12	3	0.7905	97,012,500	11,193,750	0.0065	71.73
-39.533703	-127.452871	100	Winter	Dense_Fog	12	3	0.663	103,480,000	11,940,000	0.004	76.16
-8.708992	-125.310487	100	Fall	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
-35.595604	-104.957958	100	Fall	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
-27.878391	-119.081848	100	Winter	Dense_Fog	12	3	0.663	103,480,000	11,940,000	0.004	76.16
-54.672532	-74.343312	100	Winter	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
23.226724	155.142213	100	Spring	Rain	15	4	0.7905	97,012,500	11,193,750	0.0065	75.98
23.584743	-82.028602	100	Summer	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
51.516614	-115.914017	2,065.647461	Fall	Clear	14	3	0.706565	116,573,291.503906	13,450,764.404297	0.001	84.34
14.823978	-23.798395	100	Spring	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
39.276129	-64.680577	100	Fall	Rain	18	3	0.7905	97,012,500	11,193,750	0.0065	76.23
33.84424	-98.570087	307.651825	Fall	Clear	14	4	0.530765	128,000,263.137817	14,769,261.131287	0.001	90.73
29.839972	-131.827803	100	Fall	Clear	16	3	0.51	129,350,000	14,925,000	0.001	90.75
15.972493	-48.96582	100	Fall	Rain	17	4	0.7905	97,012,500	11,193,750	0.0065	77.48
27.57474	-31.989531	100	Spring	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
6.395448	68.181938	100	Summer	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
-25.75182	-28.296046	100	Fall	Clear	19	2	0.51	129,350,000	14,925,000	0.001	91
0.393363	101.123189	61.862873	Winter	Snow	15	2	0.911135	77,758,734.794998	8,972,161.707115	0.009	63.14
23.202372	36.711863	100	Fall	Rain	18	4	0.7905	97,012,500	11,193,750	0.0065	78.23
-33.972395	-92.48536	100	Winter	Dense_Fog	16	3	0.663	103,480,000	11,940,000	0.004	79.16
-37.511975	149.118675	593.202881	Spring	Light_Rain	19	4	0.671184	113,529,763.146973	13,099,588.05542	0.003	87.62
44.334375	-110.543964	2,456.826904	Spring	Light_Rain	16	4	0.894819	102,627,562.609863	11,841,641.8396	0.003	81.04
-10.274237	-18.612087	100	Summer	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
-10.694503	77.832848	100	Spring	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
-10.201307	-18.713714	100	Fall	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
-4.569393	-5.128663	100	Winter	Dense_Fog	18	2	0.663	103,480,000	11,940,000	0.004	78.66
36.04589	-112.231544	1,011.097229	Summer	Heavy_Rain	18	4	1.202219	61,713,934.005737	7,120,838.539124	0.011	61.61
-10.716784	28.913574	1,189.015747	Winter	Snow	19	2	1.114023	73,362,838.586426	8,464,942.913818	0.009	64.11
15.990922	-49.009244	100	Fall	Rain	17	4	0.7905	97,012,500	11,193,750	0.0065	77.48
-4.57148	-5.118641	100	Fall	Moderate_Rain	18	2	0.765	90,545,000	10,447,500	0.006	72.43
53.712387	16.376799	94.14502	Winter	Snow	19	3	0.916946	77,632,834.423828	8,957,634.741211	0.009	68.08
-57.179801	-83.808699	100	Winter	Snow	17	2	0.918	77,610,000	8,955,000	0.009	64.57
-57.312809	-83.953099	100	Fall	Moderate_Rain	17	2	0.765	90,545,000	10,447,500	0.006	71.68

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