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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
-6.615879	130.425356	100	Summer	Rain	12	2	0.7905	97,012,500	11,193,750	0.0065	69.73
27.70943	-31.974169	100	Winter	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
15.992417	-48.887694	100	Summer	Light_Rain	17	4	0.612	116,415,000	13,432,500	0.003	87.27
-11.480131	12.836056	100	Spring	Light_Rain	14	3	0.612	116,415,000	13,432,500	0.003	83.02
55.079715	-23.3829	100	Summer	Light_Rain	18	3	0.612	116,415,000	13,432,500	0.003	86.02
-51.301844	-72.418645	110.756371	Spring	Light_Rain	14	3	0.613291	116,352,075.232315	13,425,239.449883	0.003	82.99
-29.738801	-111.468944	100	Spring	Light_Rain	19	2	0.612	116,415,000	13,432,500	0.003	84.77
32.572186	-25.250324	100	Summer	Light_Rain	17	2	0.612	116,415,000	13,432,500	0.003	83.27
-2.193763	-138.486334	100	Fall	Rain	19	3	0.7905	97,012,500	11,193,750	0.0065	76.98
53.817443	16.548942	94.14502	Winter	Clear	19	3	0.509415	129,388,057.373047	14,929,391.235352	0.001	93.01
-10.310069	-10.859675	100	Winter	Clear	13	3	0.51	129,350,000	14,925,000	0.001	88.5
-29.684316	-111.573789	100	Winter	Clear	19	2	0.51	129,350,000	14,925,000	0.001	91
-52.776834	-148.399574	100	Fall	Moderate_Rain	12	3	0.765	90,545,000	10,447,500	0.006	69.93
49.96611	60.437403	251	Summer	Clear	13	4	0.5251	128,368,500	14,811,750	0.001	90.12
-27.840375	-119.183967	100	Fall	Rain	12	3	0.7905	97,012,500	11,193,750	0.0065	71.73
59.441644	67.117605	45.105289	Fall	Moderate_Rain	13	2	0.756766	90,794,770.932961	10,476,319.723034	0.006	68.79
46.683356	10.194074	2,117.335693	Fall	Moderate_Rain	15	4	1.0676	81,366,122.595215	9,388,398.760986	0.006	70.25
0.065095	-117.584747	100	Summer	Rain	17	3	0.7905	97,012,500	11,193,750	0.0065	75.48
54.494171	-3.04065	534.827271	Fall	Clear	13	3	0.553483	126,523,622.741699	14,598,879.547119	0.001	87.41
21.160688	27.549585	396.132477	Spring	Rain	16	2	0.836401	95,568,854.175568	11,027,175.481796	0.0065	72.12
59.445903	67.107139	45.105289	Winter	Clear	13	2	0.504511	129,706,815.618515	14,966,171.032906	0.001	86.64
-2.115602	-138.478344	100	Summer	Rain	19	3	0.7905	97,012,500	11,193,750	0.0065	76.98
-24.512926	127.990695	480.29361	Winter	Snow	13	4	0.986453	76,126,854.922485	8,783,867.875671	0.009	64.89
-27.947669	-119.141388	100	Winter	Dense_Fog	12	3	0.663	103,480,000	11,940,000	0.004	76.16
8.311005	-116.510585	100	Fall	Moderate_Rain	17	4	0.765	90,545,000	10,447,500	0.006	75.68
23.546915	-82.057116	100	Summer	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
-1.955983	-138.603574	100	Winter	Snow	19	3	0.918	77,610,000	8,955,000	0.009	68.07
14.914902	-2.305959	290.304993	Spring	Light_Rain	15	4	0.634837	115,301,715.792847	13,304,044.129944	0.003	85.33
37.761037	-119.574579	2,618.468506	Winter	Clear	17	4	0.761847	112,979,954.711914	13,036,148.620605	0.001	87.2
-44.681197	26.729938	100	Spring	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
-20.424887	58.485633	100	Summer	Heavy_Rain	12	3	1.02	64,675,000	7,462,500	0.011	56.59
-37.772427	-104.45511	100	Winter	Dense_Fog	14	4	0.663	103,480,000	11,940,000	0.004	79.66
-39.38081	-127.477351	100	Summer	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
-10.775467	77.829899	100	Winter	Dense_Fog	18	2	0.663	103,480,000	11,940,000	0.004	78.66
-10.134725	-10.939828	100	Winter	Snow	13	3	0.918	77,610,000	8,955,000	0.009	63.57
-11.546968	12.741305	100	Spring	Clear	14	3	0.51	129,350,000	14,925,000	0.001	89.25
23.093775	-57.844149	100	Winter	Snow	12	3	0.918	77,610,000	8,955,000	0.009	62.82
-8.221939	135.912663	-63.837963	Winter	Snow	19	3	0.911491	77,751,031.943893	8,971,272.916603	0.009	68.14
28.372802	-141.147658	100	Fall	Clear	13	3	0.51	129,350,000	14,925,000	0.001	88.5
0.87062	-110.441133	100	Winter	Snow	18	3	0.918	77,610,000	8,955,000	0.009	67.32
-39.403022	-127.387809	100	Summer	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
35.977107	-112.059671	1,011.097229	Spring	Clear	18	4	0.60111	123,427,868.011475	14,241,677.078247	0.001	91.97
23.329056	155.138705	100	Summer	Clear	15	4	0.51	129,350,000	14,925,000	0.001	92
8.379989	-116.343847	100	Summer	Rain	17	4	0.7905	97,012,500	11,193,750	0.0065	77.48
19.547461	-177.929798	100	Spring	Clear	15	4	0.51	129,350,000	14,925,000	0.001	92
-25.539762	28.861284	1,404.640137	Winter	Dense_Fog	13	4	0.832603	96,695,871.289063	11,157,215.917969	0.004	76.14
19.428416	-178.144343	100	Fall	Moderate_Rain	15	4	0.765	90,545,000	10,447,500	0.006	74.18
20.965835	138.843825	100	Winter	Dense_Fog	12	3	0.663	103,480,000	11,940,000	0.004	76.16
-9.267288	38.842711	237.602966	Fall	Rain	13	3	0.811828	96,341,685.539246	11,116,348.331451	0.0065	72.19
15.101474	-2.219415	290.304993	Spring	Light_Rain	15	4	0.634837	115,301,715.792847	13,304,044.129944	0.003	85.33
-11.596596	12.783246	100	Fall	Rain	14	3	0.7905	97,012,500	11,193,750	0.0065	73.23
20.906838	138.930364	100	Winter	Snow	12	3	0.918	77,610,000	8,955,000	0.009	62.82
6.397284	68.144376	100	Summer	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
54.348906	80.318884	168	Summer	Light_Rain	18	3	0.62016	116,017,200	13,386,600	0.003	85.86
38.001223	-119.53357	2,618.468506	Fall	Rain	17	4	1.180863	84,734,966.033936	9,777,111.465454	0.0065	72.25
-35.705477	-160.395059	100	Fall	Rain	18	4	0.7905	97,012,500	11,193,750	0.0065	78.23
-10.097121	-18.538055	100	Summer	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
8.216773	-116.348541	100	Fall	Clear	17	4	0.51	129,350,000	14,925,000	0.001	93.5
-34.230031	-92.506618	100	Spring	Rain	16	3	0.7905	97,012,500	11,193,750	0.0065	74.73
32.501598	-25.385695	100	Fall	Clear	17	2	0.51	129,350,000	14,925,000	0.001	89.5
-0.131831	-117.750823	100	Winter	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
-9.379121	38.846051	237.602966	Summer	Rain	13	3	0.811828	96,341,685.539246	11,116,348.331451	0.0065	72.19
45.122824	-101.125968	665.28772	Summer	Light_Rain	15	4	0.679835	113,108,066.8396	13,050,930.789185	0.003	84.45
-56.944336	38.686663	100	Winter	Snow	16	2	0.918	77,610,000	8,955,000	0.009	63.82
-10.253585	-18.632536	100	Winter	Dense_Fog	15	3	0.663	103,480,000	11,940,000	0.004	78.41
-9.411038	-113.387779	100	Fall	Moderate_Rain	18	2	0.765	90,545,000	10,447,500	0.006	72.43
-8.097619	135.92632	-63.837963	Spring	Rain	19	3	0.784895	97,188,789.929867	11,214,091.145754	0.0065	77.06
53.82152	16.555617	94.14502	Fall	Moderate_Rain	19	3	0.764122	90,571,640.161133	10,450,573.864746	0.006	75.19
-37.751865	-104.609327	100	Fall	Rain	14	4	0.7905	97,012,500	11,193,750	0.0065	75.23
39.203142	-64.669411	100	Summer	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
-10.211284	-11.032993	100	Spring	Clear	13	3	0.51	129,350,000	14,925,000	0.001	88.5
-6.696964	130.374753	100	Summer	Rain	12	2	0.7905	97,012,500	11,193,750	0.0065	69.73
39.339231	-64.820378	100	Fall	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
-32.380303	67.139928	100	Summer	Heavy_Rain	19	3	1.02	64,675,000	7,462,500	0.011	61.84
-35.267247	-173.496791	100	Summer	Light_Rain	19	3	0.612	116,415,000	13,432,500	0.003	86.77
14.935033	-2.199189	290.304993	Winter	Dense_Fog	15	4	0.68774	102,490,414.038086	11,825,817.004395	0.004	80.01
6.396122	67.98679	100	Winter	Dense_Fog	12	4	0.663	103,480,000	11,940,000	0.004	78.16
-9.277625	38.90369	237.602966	Spring	Rain	13	3	0.811828	96,341,685.539246	11,116,348.331451	0.0065	72.19
-51.19427	-72.321506	110.756371	Fall	Clear	14	3	0.511076	129,280,083.591461	14,916,932.722092	0.001	89.22
49.948723	60.551458	251	Winter	Clear	13	4	0.5251	128,368,500	14,811,750	0.001	90.12
33.778561	-98.697033	307.651825	Winter	Snow	14	4	0.955377	76,800,157.88269	8,861,556.678772	0.009	65.95
-57.004879	38.571106	100	Winter	Snow	16	2	0.918	77,610,000	8,955,000	0.009	63.82
37.950019	-119.537318	2,618.468506	Summer	Light_Rain	17	4	0.914216	101,681,959.240723	11,732,533.758545	0.003	81.41
-24.000347	31.561872	302.211029	Fall	Clear	19	5	0.530221	128,035,628.311157	14,773,341.72821	0.001	96.49
3.26356	-33.191654	100	Winter	Dense_Fog	13	3	0.663	103,480,000	11,940,000	0.004	76.91
32.50054	-25.162956	100	Fall	Moderate_Rain	17	2	0.765	90,545,000	10,447,500	0.006	71.68
-34.127216	-92.534117	100	Spring	Rain	16	3	0.7905	97,012,500	11,193,750	0.0065	74.73
-10.718664	28.780819	1,189.015747	Spring	Light_Rain	19	2	0.742682	110,044,257.879639	12,697,414.370728	0.003	82.24
0.410278	101.180095	61.862873	Winter	Snow	15	2	0.911135	77,758,734.794998	8,972,161.707115	0.009	63.14
55.077396	-23.494645	100	Spring	Light_Rain	18	3	0.612	116,415,000	13,432,500	0.003	86.02
-23.856964	31.554092	302.211029	Summer	Heavy_Rain	19	5	1.060442	64,017,814.155579	7,386,670.864105	0.011	65.51
49.997768	60.447	251	Fall	Moderate_Rain	13	4	0.78765	89,857,950	10,368,225	0.006	72.39
-52.837865	-148.281789	100	Fall	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
-52.902702	-148.177594	100	Winter	Snow	12	3	0.918	77,610,000	8,955,000	0.009	62.82
-36.835958	-72.326771	110.85968	Summer	Clear	15	2	0.511086	129,279,412.078857	14,916,855.239868	0.001	87.97
0.601313	101.16627	61.862873	Spring	Clear	15	2	0.506186	129,597,891.324997	14,953,602.845192	0.001	88.1
-25.379876	154.233479	100	Summer	Heavy_Rain	17	3	1.02	64,675,000	7,462,500	0.011	60.34
33.721384	-98.666156	307.651825	Winter	Dense_Fog	14	4	0.689995	102,400,210.510254	11,815,408.905029	0.004	79.22
23.147969	36.572668	100	Fall	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
30.465186	-166.516456	100	Winter	Snow	15	3	0.918	77,610,000	8,955,000	0.009	65.07