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fenar
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starlink

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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
-54.570127	-74.276079	100	Fall	Rain	18	3	0.7905	97,012,500	11,193,750	0.0065	76.23
-35.607436	-105.063376	100	Spring	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
-35.66312	77.813769	100	Winter	Dense_Fog	13	2	0.663	103,480,000	11,940,000	0.004	74.91
-8.681768	-125.221962	100	Winter	Snow	18	3	0.918	77,610,000	8,955,000	0.009	67.32
-44.815665	26.577257	100	Fall	Rain	17	3	0.7905	97,012,500	11,193,750	0.0065	75.48
53.820367	16.309481	94.14502	Spring	Light_Rain	19	3	0.611297	116,449,251.635742	13,436,452.111816	0.003	86.78
-4.45686	-5.142665	100	Winter	Dense_Fog	18	2	0.663	103,480,000	11,940,000	0.004	78.66
-9.243907	38.886726	237.602966	Fall	Moderate_Rain	13	3	0.78564	89,918,906.503296	10,375,258.442688	0.006	70.41
51.380354	-115.856224	2,065.647461	Summer	Light_Rain	14	3	0.847878	104,915,962.353516	12,105,687.963867	0.003	78.45
-25.512572	154.336302	100	Winter	Dense_Fog	17	3	0.663	103,480,000	11,940,000	0.004	79.91
50.1121	60.513347	251	Winter	Snow	13	4	0.94518	77,021,100	8,887,050	0.009	65.3
-42.111756	67.962887	100	Spring	Rain	19	2	0.7905	97,012,500	11,193,750	0.0065	74.98
-12.323739	-42.797647	464.347931	Fall	Rain	16	3	0.846974	95,236,303.836823	10,988,804.288864	0.0065	73.97
-6.609131	130.554906	100	Spring	Clear	12	2	0.51	129,350,000	14,925,000	0.001	85.75
54.439416	80.409342	168	Summer	Heavy_Rain	18	3	1.0336	64,454,000	7,437,000	0.011	60.98
27.613832	-32.009782	100	Fall	Rain	15	3	0.7905	97,012,500	11,193,750	0.0065	73.98
54.829136	52.537185	288.748199	Summer	Clear	12	3	0.528875	128,123,136.703491	14,783,438.850403	0.001	87.28
20.87152	-72.55262	100	Spring	Light_Rain	19	4	0.612	116,415,000	13,432,500	0.003	88.77
19.555764	-178.077917	100	Summer	Heavy_Rain	15	4	1.02	64,675,000	7,462,500	0.011	60.84
23.11508	-57.869227	100	Fall	Rain	12	3	0.7905	97,012,500	11,193,750	0.0065	71.73
-45.370004	167.650317	214	Summer	Light_Rain	16	3	0.62568	115,748,100	13,355,550	0.003	84.25
-54.984475	-58.018447	100	Winter	Snow	14	2	0.918	77,610,000	8,955,000	0.009	62.32
54.353116	80.255329	168	Fall	Moderate_Rain	18	3	0.7752	90,235,600	10,411,800	0.006	74.3
-45.516157	167.656437	214	Summer	Clear	16	3	0.5214	128,609,000	14,839,500	0.001	90.46
53.828147	16.317395	94.14502	Summer	Clear	19	3	0.509415	129,388,057.373047	14,929,391.235352	0.001	93.01
23.451046	-89.629956	-227.864578	Winter	Snow	15	2	0.941016	77,111,328.144836	8,897,460.939789	0.009	62.84
-25.486339	28.676412	1,404.640137	Spring	Rain	13	4	0.992719	90,652,379.333496	10,459,889.923096	0.0065	71.77
36.821182	-7.231315	100	Winter	Clear	16	2	0.51	129,350,000	14,925,000	0.001	88.75
44.382407	-110.654522	2,456.826904	Winter	Snow	16	4	1.342229	68,418,375.073242	7,894,427.893066	0.009	63.58
23.406465	36.608682	100	Spring	Rain	18	4	0.7905	97,012,500	11,193,750	0.0065	78.23
-45.513128	167.723298	214	Spring	Light_Rain	16	3	0.62568	115,748,100	13,355,550	0.003	84.25
-9.482441	38.943437	237.602966	Winter	Clear	13	3	0.52376	128,455,580.718994	14,821,797.775269	0.001	88.16
39.328583	-64.733389	100	Summer	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
-25.601017	28.684913	1,404.640137	Winter	Snow	13	4	1.152835	72,521,903.466797	8,367,911.938477	0.009	63.22
33.83351	-98.463883	307.651825	Summer	Light_Rain	14	4	0.636918	115,200,236.824036	13,292,335.018158	0.003	84.53
-0.130948	-117.746316	100	Spring	Light_Rain	17	3	0.612	116,415,000	13,432,500	0.003	85.27
-25.734954	-28.191061	100	Fall	Moderate_Rain	19	2	0.765	90,545,000	10,447,500	0.006	73.18
36.143189	-112.215297	1,011.097229	Summer	Heavy_Rain	18	4	1.202219	61,713,934.005737	7,120,838.539124	0.011	61.61
-47.939489	173.313508	100	Spring	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
-39.047085	-50.19929	100	Summer	Heavy_Rain	15	3	1.02	64,675,000	7,462,500	0.011	58.84
-52.706692	-148.375864	100	Summer	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
36.651242	-7.23321	100	Winter	Dense_Fog	16	2	0.663	103,480,000	11,940,000	0.004	77.16
-10.224304	-10.966076	100	Spring	Rain	13	3	0.7905	97,012,500	11,193,750	0.0065	72.48
-0.162007	-117.695362	100	Fall	Moderate_Rain	17	3	0.765	90,545,000	10,447,500	0.006	73.68
54.814211	52.57954	288.748199	Summer	Light_Rain	12	3	0.63465	115,310,823.033142	13,305,094.965363	0.003	81.08
-37.638332	-104.458203	100	Summer	Heavy_Rain	14	4	1.02	64,675,000	7,462,500	0.011	60.09
-27.976073	-119.082085	100	Summer	Heavy_Rain	12	3	1.02	64,675,000	7,462,500	0.011	56.59
-24.068148	31.617777	302.211029	Spring	Rain	19	5	0.821843	96,026,721.233368	11,080,006.296158	0.0065	80.56
-21.082978	-106.6271	100	Summer	Heavy_Rain	19	3	1.02	64,675,000	7,462,500	0.011	61.84
30.138136	6.383228	236.632675	Winter	Snow	18	2	0.942594	77,077,132.566834	8,893,515.296173	0.009	65.07
46.80564	-121.666114	4,387.000977	Summer	Heavy_Rain	15	4	1.8774	50,742,246.826172	5,854,874.633789	0.011	53.87
0.332557	101.228152	61.862873	Fall	Rain	15	2	0.784589	97,198,418.493748	11,215,202.133894	0.0065	72.06
17.256783	-142.16211	100	Spring	Rain	13	2	0.7905	97,012,500	11,193,750	0.0065	70.48
-1.956615	-138.473913	100	Summer	Rain	19	3	0.7905	97,012,500	11,193,750	0.0065	76.98
-35.792157	-160.358701	100	Fall	Moderate_Rain	18	4	0.765	90,545,000	10,447,500	0.006	76.43
-2.947117	131.231372	100	Spring	Light_Rain	16	4	0.612	116,415,000	13,432,500	0.003	86.52
23.134075	-57.796604	100	Winter	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
0.035767	-117.688066	100	Spring	Rain	17	3	0.7905	97,012,500	11,193,750	0.0065	75.48
17.266279	-142.222533	100	Summer	Light_Rain	13	2	0.612	116,415,000	13,432,500	0.003	80.27
-10.207684	-11.069097	100	Fall	Rain	13	3	0.7905	97,012,500	11,193,750	0.0065	72.48
-18.920277	24.804967	997.941956	Fall	Rain	18	4	0.929681	92,635,032.966614	10,688,657.649994	0.0065	76.37
50.019096	60.621154	251	Spring	Clear	13	4	0.5251	128,368,500	14,811,750	0.001	90.12
-21.012866	-106.730313	100	Summer	Light_Rain	19	3	0.612	116,415,000	13,432,500	0.003	86.77
28.535129	-141.217525	100	Winter	Clear	13	3	0.51	129,350,000	14,925,000	0.001	88.5
6.319962	68.082669	100	Summer	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
35.068928	-59.535954	100	Winter	Dense_Fog	16	2	0.663	103,480,000	11,940,000	0.004	77.16
46.686759	10.38552	2,117.335693	Spring	Clear	15	4	0.711734	116,237,317.993164	13,411,998.22998	0.001	86.96
30.001118	-131.775749	100	Fall	Rain	16	3	0.7905	97,012,500	11,193,750	0.0065	74.73
19.554199	-177.990567	100	Winter	Snow	15	4	0.918	77,610,000	8,955,000	0.009	67.07
-9.458659	-113.500352	100	Winter	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
17.359055	-142.312194	100	Summer	Heavy_Rain	13	2	1.02	64,675,000	7,462,500	0.011	55.34
-56.924198	38.615729	100	Spring	Light_Rain	16	2	0.612	116,415,000	13,432,500	0.003	82.52
-45.309193	167.733855	214	Spring	Light_Rain	16	3	0.62568	115,748,100	13,355,550	0.003	84.25
-44.230592	-136.71608	100	Spring	Rain	15	3	0.7905	97,012,500	11,193,750	0.0065	73.98
-44.354329	-136.853194	100	Summer	Light_Rain	15	3	0.612	116,415,000	13,432,500	0.003	83.77
23.234682	155.153007	100	Winter	Dense_Fog	15	4	0.663	103,480,000	11,940,000	0.004	80.41
-4.469426	-5.152084	100	Summer	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
-44.257747	-136.718201	100	Fall	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
20.845061	-72.593202	100	Fall	Clear	19	4	0.51	129,350,000	14,925,000	0.001	95
-29.599775	-111.557357	100	Winter	Snow	19	2	0.918	77,610,000	8,955,000	0.009	66.07
-37.35877	149.014095	593.202881	Summer	Heavy_Rain	19	4	1.118641	63,072,090.637207	7,277,548.919678	0.011	63.04
-25.878539	-28.190726	100	Winter	Snow	19	2	0.918	77,610,000	8,955,000	0.009	66.07
-10.745435	77.751022	100	Spring	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
-54.568556	-74.343448	100	Winter	Dense_Fog	18	3	0.663	103,480,000	11,940,000	0.004	80.66
32.424891	-25.125595	100	Winter	Snow	17	2	0.918	77,610,000	8,955,000	0.009	64.57
-39.194076	-50.055492	100	Winter	Snow	15	3	0.918	77,610,000	8,955,000	0.009	65.07
33.746106	-98.546853	307.651825	Spring	Rain	14	4	0.822686	96,000,197.353363	11,076,945.848465	0.0065	74.8
33.70885	-98.590452	307.651825	Fall	Moderate_Rain	14	4	0.796148	89,600,184.196472	10,338,482.791901	0.006	73.03
-35.401352	-173.510342	100	Winter	Dense_Fog	19	3	0.663	103,480,000	11,940,000	0.004	81.41
-52.83045	-148.381196	100	Winter	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
20.982776	138.998702	100	Spring	Light_Rain	12	3	0.612	116,415,000	13,432,500	0.003	81.52
-44.424479	-136.854961	100	Winter	Dense_Fog	15	3	0.663	103,480,000	11,940,000	0.004	78.41
-10.109137	-10.968874	100	Spring	Clear	13	3	0.51	129,350,000	14,925,000	0.001	88.5
-34.090787	-92.472501	100	Spring	Clear	16	3	0.51	129,350,000	14,925,000	0.001	90.75
35.002908	-59.588133	100	Summer	Light_Rain	16	2	0.612	116,415,000	13,432,500	0.003	82.52
36.073138	-112.000964	1,011.097229	Winter	Clear	18	4	0.60111	123,427,868.011475	14,241,677.078247	0.001	91.97
-2.103613	-138.40533	100	Winter	Clear	19	3	0.51	129,350,000	14,925,000	0.001	93
-10.658845	28.823712	1,189.015747	Fall	Rain	19	2	0.959297	91,703,548.233032	10,581,178.642273	0.0065	72.72
33.758836	-98.493917	307.651825	Spring	Light_Rain	14	4	0.636918	115,200,236.824036	13,292,335.018158	0.003	84.53
59.437823	67.063392	45.105289	Fall	Moderate_Rain	13	2	0.756766	90,794,770.932961	10,476,319.723034	0.006	68.79