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
-32.436722	67.220425	100	Fall	Moderate_Rain	19	3	0.765	90,545,000	10,447,500	0.006	75.18
-29.779168	-111.430985	100	Summer	Heavy_Rain	19	2	1.02	64,675,000	7,462,500	0.011	59.84
-35.300244	-173.460006	100	Fall	Moderate_Rain	19	3	0.765	90,545,000	10,447,500	0.006	75.18
-35.364028	-173.582908	100	Spring	Clear	19	3	0.51	129,350,000	14,925,000	0.001	93
49.898241	60.500859	251	Fall	Clear	13	4	0.5251	128,368,500	14,811,750	0.001	90.12
59.346966	67.253208	45.105289	Spring	Light_Rain	13	2	0.605413	116,736,134.056664	13,469,553.929615	0.003	80.4
-20.352581	58.542849	100	Summer	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
39.276324	-64.610448	100	Fall	Moderate_Rain	18	3	0.765	90,545,000	10,447,500	0.006	74.43
-24.049403	31.67592	302.211029	Spring	Clear	19	5	0.530221	128,035,628.311157	14,773,341.72821	0.001	96.49
8.597051	-162.501218	100	Winter	Snow	19	4	0.918	77,610,000	8,955,000	0.009	70.07
23.316649	36.674003	100	Spring	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
29.920682	-131.729286	100	Summer	Heavy_Rain	16	3	1.02	64,675,000	7,462,500	0.011	59.59
-34.142617	-92.409324	100	Fall	Rain	16	3	0.7905	97,012,500	11,193,750	0.0065	74.73
30.026509	6.438435	236.632675	Spring	Rain	18	2	0.811678	96,346,415.708542	11,116,894.120216	0.0065	73.95
44.455659	-110.616581	2,456.826904	Fall	Clear	16	4	0.745683	114,030,625.12207	13,157,379.821777	0.001	86.86
-37.344862	149.094173	593.202881	Winter	Dense_Fog	19	4	0.727116	100,915,345.019531	11,644,078.271484	0.004	82.36
-10.348507	-10.962869	100	Winter	Clear	13	3	0.51	129,350,000	14,925,000	0.001	88.5
23.222715	-89.73898	-227.864578	Winter	Dense_Fog	15	2	0.679622	102,815,104.193115	11,863,281.253052	0.004	76.14
-35.654151	-105.100714	100	Fall	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
-25.366222	154.222486	100	Summer	Light_Rain	17	3	0.612	116,415,000	13,432,500	0.003	85.27
-25.401044	154.324963	100	Summer	Heavy_Rain	17	3	1.02	64,675,000	7,462,500	0.011	60.34
-51.242431	-72.326903	110.756371	Summer	Light_Rain	14	3	0.613291	116,352,075.232315	13,425,239.449883	0.003	82.99
-11.647429	12.913474	100	Winter	Clear	14	3	0.51	129,350,000	14,925,000	0.001	89.25
17.125135	-142.331016	100	Spring	Clear	13	2	0.51	129,350,000	14,925,000	0.001	86.5
-45.343194	167.593213	214	Summer	Light_Rain	16	3	0.62568	115,748,100	13,355,550	0.003	84.25
-25.598059	28.781294	1,404.640137	Spring	Clear	13	4	0.640464	120,869,839.111328	13,946,519.897461	0.001	87.24
-35.213354	-173.393937	100	Spring	Clear	19	3	0.51	129,350,000	14,925,000	0.001	93
36.1242	-112.209284	1,011.097229	Fall	Moderate_Rain	18	4	0.901665	86,399,507.608032	9,969,173.954773	0.006	74.65
53.270056	-69.449379	596.378052	Summer	Heavy_Rain	16	4	1.119276	63,061,771.331787	7,276,358.230591	0.011	60.78
-39.305869	-127.390717	100	Spring	Rain	12	3	0.7905	97,012,500	11,193,750	0.0065	71.73
-9.318156	-113.556424	100	Winter	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
-36.79678	-72.412334	110.85968	Winter	Clear	15	2	0.511086	129,279,412.078857	14,916,855.239868	0.001	87.97
53.439995	-69.457918	596.378052	Spring	Clear	16	4	0.559638	126,123,542.663574	14,552,716.461182	0.001	91.51
0.559363	101.172019	61.862873	Spring	Clear	15	2	0.506186	129,597,891.324997	14,953,602.845192	0.001	88.1
-10.197891	-18.694452	100	Spring	Rain	15	3	0.7905	97,012,500	11,193,750	0.0065	73.98
-9.258581	-113.549161	100	Spring	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
-2.141302	-138.618393	100	Winter	Clear	19	3	0.51	129,350,000	14,925,000	0.001	93
0.347197	101.089093	61.862873	Spring	Clear	15	2	0.506186	129,597,891.324997	14,953,602.845192	0.001	88.1
23.174363	36.616517	100	Summer	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
-10.153991	-10.874704	100	Spring	Rain	13	3	0.7905	97,012,500	11,193,750	0.0065	72.48
-35.673636	77.838081	100	Fall	Rain	13	2	0.7905	97,012,500	11,193,750	0.0065	70.48
16.043508	-48.983274	100	Fall	Clear	17	4	0.51	129,350,000	14,925,000	0.001	93.5
23.31978	36.593992	100	Summer	Light_Rain	18	4	0.612	116,415,000	13,432,500	0.003	88.02
-35.91975	-160.370772	100	Fall	Moderate_Rain	18	4	0.765	90,545,000	10,447,500	0.006	76.43
-4.49796	-5.1713	100	Summer	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
-42.21893	67.849997	100	Spring	Light_Rain	19	2	0.612	116,415,000	13,432,500	0.003	84.77
-29.786799	-111.527175	100	Fall	Rain	19	2	0.7905	97,012,500	11,193,750	0.0065	74.98
57.239359	-36.02704	100	Spring	Light_Rain	19	2	0.612	116,415,000	13,432,500	0.003	84.77
-54.855484	-58.040725	100	Summer	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
0.544495	101.264403	61.862873	Fall	Rain	15	2	0.784589	97,198,418.493748	11,215,202.133894	0.0065	72.06
0.813577	-110.402157	100	Fall	Rain	18	3	0.7905	97,012,500	11,193,750	0.0065	76.23
-20.373518	58.386416	100	Spring	Light_Rain	12	3	0.612	116,415,000	13,432,500	0.003	81.52
54.446785	-3.194559	534.827271	Spring	Rain	13	3	0.857898	94,892,717.056274	10,949,159.660339	0.0065	71.58
37.78021	-119.453198	2,618.468506	Winter	Snow	17	4	1.371324	67,787,972.827148	7,821,689.172363	0.009	64.04
45.176382	-101.050125	665.28772	Fall	Clear	15	4	0.566529	125,675,629.821777	14,501,034.210205	0.001	90.59
0.346586	101.173212	61.862873	Spring	Light_Rain	15	2	0.607424	116,638,102.192497	13,458,242.560673	0.003	81.86
27.728085	-31.855123	100	Fall	Rain	15	3	0.7905	97,012,500	11,193,750	0.0065	73.98
53.215055	-69.508946	596.378052	Spring	Clear	16	4	0.559638	126,123,542.663574	14,552,716.461182	0.001	91.51
-33.97013	-92.572438	100	Spring	Light_Rain	16	3	0.612	116,415,000	13,432,500	0.003	84.52
54.265048	80.251984	168	Summer	Heavy_Rain	18	3	1.0336	64,454,000	7,437,000	0.011	60.98
-24.435891	128.058137	480.29361	Winter	Dense_Fog	13	4	0.712438	101,502,473.22998	11,711,823.834229	0.004	78.1
-51.298841	-72.432017	110.756371	Winter	Clear	14	3	0.511076	129,280,083.591461	14,916,932.722092	0.001	89.22
15.028023	-2.139494	290.304993	Spring	Rain	15	4	0.819997	96,084,763.160706	11,086,703.44162	0.0065	75.59
23.370498	155.138342	100	Fall	Moderate_Rain	15	4	0.765	90,545,000	10,447,500	0.006	74.18
30.45583	-166.517367	100	Winter	Snow	15	3	0.918	77,610,000	8,955,000	0.009	65.07
23.344476	155.108594	100	Winter	Clear	15	4	0.51	129,350,000	14,925,000	0.001	92
59.585616	67.1537	45.105289	Spring	Light_Rain	13	2	0.605413	116,736,134.056664	13,469,553.929615	0.003	80.4
-35.35397	-173.521304	100	Spring	Clear	19	3	0.51	129,350,000	14,925,000	0.001	93
-19.100172	24.937359	997.941956	Winter	Dense_Fog	18	4	0.779732	98,810,701.831055	11,401,234.82666	0.004	80.75
20.833055	138.777345	100	Fall	Moderate_Rain	12	3	0.765	90,545,000	10,447,500	0.006	69.93
19.49802	83.96934	346.46582	Fall	Moderate_Rain	12	3	0.80197	89,423,580.517578	10,318,105.444336	0.006	69.45
-42.212988	67.854323	100	Fall	Rain	19	2	0.7905	97,012,500	11,193,750	0.0065	74.98
54.913117	-23.534478	100	Summer	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
-35.509345	-104.971131	100	Summer	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
-25.699027	28.682638	1,404.640137	Spring	Light_Rain	13	4	0.768557	108,782,855.200195	12,551,867.907715	0.003	81.23
50.800993	-54.69227	-216.612854	Spring	Light_Rain	17	2	0.625994	115,732,814.804077	13,353,786.323547	0.003	83
55.048061	-23.49826	100	Summer	Light_Rain	18	3	0.612	116,415,000	13,432,500	0.003	86.02
17.275196	-142.347376	100	Summer	Light_Rain	13	2	0.612	116,415,000	13,432,500	0.003	80.27
16.058722	-49.040312	100	Fall	Rain	17	4	0.7905	97,012,500	11,193,750	0.0065	77.48
0.021774	-117.58079	100	Winter	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
23.190086	36.570797	100	Winter	Snow	18	4	0.918	77,610,000	8,955,000	0.009	69.32
36.052376	-111.991323	1,011.097229	Summer	Heavy_Rain	18	4	1.202219	61,713,934.005737	7,120,838.539124	0.011	61.61
46.895652	-121.671359	4,387.000977	Fall	Rain	15	4	1.454985	76,113,370.239258	8,782,311.950684	0.0065	67.08
15.946379	-48.904026	100	Spring	Light_Rain	17	4	0.612	116,415,000	13,432,500	0.003	87.27
23.190611	-57.808485	100	Spring	Rain	12	3	0.7905	97,012,500	11,193,750	0.0065	71.73
54.848636	52.568733	288.748199	Winter	Snow	12	3	0.951975	76,873,882.022095	8,870,063.310242	0.009	62.48
49.884048	60.573573	251	Summer	Clear	13	4	0.5251	128,368,500	14,811,750	0.001	90.12
36.137712	-112.184345	1,011.097229	Spring	Rain	18	4	0.93172	92,570,901.008606	10,681,257.808685	0.0065	76.34
-27.960333	-119.131908	100	Fall	Rain	12	3	0.7905	97,012,500	11,193,750	0.0065	71.73
-39.319071	-127.520968	100	Spring	Light_Rain	12	3	0.612	116,415,000	13,432,500	0.003	81.52
48.077997	-41.160546	100	Spring	Rain	14	4	0.7905	97,012,500	11,193,750	0.0065	75.23
-44.401146	-136.760079	100	Winter	Snow	15	3	0.918	77,610,000	8,955,000	0.009	65.07
36.804302	-7.220236	100	Summer	Heavy_Rain	16	2	1.02	64,675,000	7,462,500	0.011	57.59
-12.245457	-42.711663	464.347931	Summer	Heavy_Rain	16	3	1.09287	63,490,869.224548	7,325,869.525909	0.011	59
0.739795	-110.381439	100	Winter	Dense_Fog	18	3	0.663	103,480,000	11,940,000	0.004	80.66
8.686001	-162.487922	100	Winter	Dense_Fog	19	4	0.663	103,480,000	11,940,000	0.004	83.41
-25.595384	28.773508	1,404.640137	Fall	Clear	13	4	0.640464	120,869,839.111328	13,946,519.897461	0.001	87.24
-36.750191	-72.495385	110.85968	Summer	Light_Rain	15	2	0.613303	116,351,470.870972	13,425,169.715881	0.003	81.74
-57.291156	-84.036571	100	Spring	Rain	17	2	0.7905	97,012,500	11,193,750	0.0065	73.48
33.673645	-98.513678	307.651825	Winter	Dense_Fog	14	4	0.689995	102,400,210.510254	11,815,408.905029	0.004	79.22

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