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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
-35.804397	-160.438868	100	Fall	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
53.712012	16.310152	94.14502	Fall	Moderate_Rain	19	3	0.764122	90,571,640.161133	10,450,573.864746	0.006	75.19
29.992495	6.35548	236.632675	Fall	Rain	18	2	0.811678	96,346,415.708542	11,116,894.120216	0.0065	73.95
29.98701	6.445046	236.632675	Spring	Clear	18	2	0.523663	128,461,887.611389	14,822,525.493622	0.001	89.91
0.694878	-110.578146	100	Spring	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
-44.726569	26.571867	100	Fall	Rain	17	3	0.7905	97,012,500	11,193,750	0.0065	75.48
-11.660766	12.866802	100	Winter	Dense_Fog	14	3	0.663	103,480,000	11,940,000	0.004	77.66
23.440965	154.997063	100	Fall	Moderate_Rain	15	4	0.765	90,545,000	10,447,500	0.006	74.18
-20.991227	-106.647294	100	Spring	Clear	19	3	0.51	129,350,000	14,925,000	0.001	93
15.169939	-2.216878	290.304993	Winter	Dense_Fog	15	4	0.68774	102,490,414.038086	11,825,817.004395	0.004	80.01
35.090613	-59.633594	100	Winter	Dense_Fog	16	2	0.663	103,480,000	11,940,000	0.004	77.16
-32.440662	67.129461	100	Fall	Clear	19	3	0.51	129,350,000	14,925,000	0.001	93
46.891493	-121.799017	4,387.000977	Summer	Clear	15	4	0.9387	101,484,493.652344	11,709,749.267578	0.001	81.28
15.17289	-2.18477	290.304993	Spring	Rain	15	4	0.819997	96,084,763.160706	11,086,703.44162	0.0065	75.59
36.764629	-7.342653	100	Summer	Clear	16	2	0.51	129,350,000	14,925,000	0.001	88.75
44.466651	-110.568107	2,456.826904	Fall	Rain	16	4	1.155808	85,522,968.841553	9,868,034.866333	0.0065	71.84
-44.320127	-136.813807	100	Fall	Rain	15	3	0.7905	97,012,500	11,193,750	0.0065	73.98
-2.069224	-138.544552	100	Summer	Rain	19	3	0.7905	97,012,500	11,193,750	0.0065	76.98
14.906726	-23.696869	100	Winter	Dense_Fog	17	3	0.663	103,480,000	11,940,000	0.004	79.91
0.540877	101.211003	61.862873	Summer	Rain	15	2	0.784589	97,198,418.493748	11,215,202.133894	0.0065	72.06
-42.180275	67.847117	100	Summer	Heavy_Rain	19	2	1.02	64,675,000	7,462,500	0.011	59.84
-10.255701	-18.663984	100	Summer	Light_Rain	15	3	0.612	116,415,000	13,432,500	0.003	83.77
0.512979	101.089424	61.862873	Spring	Light_Rain	15	2	0.607424	116,638,102.192497	13,458,242.560673	0.003	81.86
5.474883	-54.031036	48.428391	Summer	Rain	14	3	0.782506	97,263,911.596298	11,222,759.030342	0.0065	73.34
57.232046	-36.008295	100	Fall	Moderate_Rain	19	2	0.765	90,545,000	10,447,500	0.006	73.18
46.812193	72.12755	532.039246	Winter	Clear	14	3	0.553204	126,541,744.903564	14,600,970.565796	0.001	88.17
29.815619	-131.788677	100	Summer	Light_Rain	16	3	0.612	116,415,000	13,432,500	0.003	84.52
48.13494	-41.285434	100	Fall	Clear	14	4	0.51	129,350,000	14,925,000	0.001	91.25
27.534044	-31.854918	100	Fall	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
51.555363	-115.949494	2,065.647461	Spring	Light_Rain	14	3	0.847878	104,915,962.353516	12,105,687.963867	0.003	78.45
-11.594738	12.946249	100	Winter	Dense_Fog	14	3	0.663	103,480,000	11,940,000	0.004	77.66
47.942815	-41.182172	100	Winter	Snow	14	4	0.918	77,610,000	8,955,000	0.009	66.32
45.19129	-101.084194	665.28772	Spring	Clear	15	4	0.566529	125,675,629.821777	14,501,034.210205	0.001	90.59
54.571111	-3.136657	534.827271	Summer	Heavy_Rain	13	3	1.106965	63,261,811.37085	7,299,439.77356	0.011	56.63
-27.861269	-119.044115	100	Spring	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
0.35765	101.136811	61.862873	Fall	Rain	15	2	0.784589	97,198,418.493748	11,215,202.133894	0.0065	72.06
-9.469677	38.885959	237.602966	Spring	Light_Rain	13	3	0.628512	115,610,022.647095	13,339,617.997742	0.003	81.95
-23.997201	31.660162	302.211029	Summer	Heavy_Rain	19	5	1.060442	64,017,814.155579	7,386,670.864105	0.011	65.51
-6.58365	130.558333	100	Spring	Rain	12	2	0.7905	97,012,500	11,193,750	0.0065	69.73
-56.951263	38.557938	100	Summer	Clear	16	2	0.51	129,350,000	14,925,000	0.001	88.75
54.937041	52.702772	288.748199	Fall	Clear	12	3	0.528875	128,123,136.703491	14,783,438.850403	0.001	87.28
-35.836669	-160.344403	100	Spring	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
-35.951356	-160.390474	100	Spring	Light_Rain	18	4	0.612	116,415,000	13,432,500	0.003	88.02
57.423226	-35.87748	100	Spring	Rain	19	2	0.7905	97,012,500	11,193,750	0.0065	74.98
0.812643	-110.406911	100	Winter	Dense_Fog	18	3	0.663	103,480,000	11,940,000	0.004	80.66
-29.686675	-111.550387	100	Winter	Clear	19	2	0.51	129,350,000	14,925,000	0.001	91
-24.706624	128.0794	480.29361	Spring	Light_Rain	13	4	0.657635	114,190,282.383728	13,175,801.813507	0.003	83.38
-37.698744	-104.578509	100	Summer	Light_Rain	14	4	0.612	116,415,000	13,432,500	0.003	85.02
51.465465	-116.036354	2,065.647461	Fall	Rain	14	3	1.095175	87,429,968.62793	10,088,073.303223	0.0065	69.15
-39.145847	-50.017652	100	Spring	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
-9.460241	39.02314	237.602966	Summer	Rain	13	3	0.811828	96,341,685.539246	11,116,348.331451	0.0065	72.19
23.022508	-57.858765	100	Spring	Light_Rain	12	3	0.612	116,415,000	13,432,500	0.003	81.52
54.982918	52.598043	288.748199	Winter	Clear	12	3	0.528875	128,123,136.703491	14,783,438.850403	0.001	87.28
33.437745	127.311763	-98.45636	Fall	Moderate_Rain	12	3	0.764768	90,552,023.562622	10,448,310.411072	0.006	69.93
-25.62216	28.644664	1,404.640137	Winter	Clear	13	4	0.640464	120,869,839.111328	13,946,519.897461	0.001	87.24
-20.196026	58.554924	100	Winter	Dense_Fog	12	3	0.663	103,480,000	11,940,000	0.004	76.16
-36.817411	-72.440625	110.85968	Winter	Dense_Fog	15	2	0.664412	103,423,529.663086	11,933,484.191895	0.004	76.39
-10.748868	28.954025	1,189.015747	Summer	Clear	19	2	0.618902	122,271,397.644043	14,108,238.189697	0.001	88.28
-27.791439	-119.174594	100	Fall	Rain	12	3	0.7905	97,012,500	11,193,750	0.0065	71.73
-37.614669	-104.473192	100	Spring	Clear	14	4	0.51	129,350,000	14,925,000	0.001	91.25
23.495286	-82.046074	100	Winter	Dense_Fog	14	2	0.663	103,480,000	11,940,000	0.004	75.66
-9.308008	38.984318	237.602966	Fall	Clear	13	3	0.52376	128,455,580.718994	14,821,797.775269	0.001	88.16
-36.942164	-72.321323	110.85968	Fall	Clear	15	2	0.511086	129,279,412.078857	14,916,855.239868	0.001	87.97
-37.652999	-104.507466	100	Spring	Rain	14	4	0.7905	97,012,500	11,193,750	0.0065	75.23
53.638559	16.416976	94.14502	Spring	Light_Rain	19	3	0.611297	116,449,251.635742	13,436,452.111816	0.003	86.78
22.985933	-57.781449	100	Spring	Light_Rain	12	3	0.612	116,415,000	13,432,500	0.003	81.52
46.654223	10.300293	2,117.335693	Winter	Snow	15	4	1.28112	69,742,390.795898	8,047,198.937988	0.009	63.44
-11.511645	12.935392	100	Spring	Clear	14	3	0.51	129,350,000	14,925,000	0.001	89.25
39.240617	-64.706688	100	Summer	Heavy_Rain	18	3	1.02	64,675,000	7,462,500	0.011	61.09
-6.68761	130.450716	100	Fall	Moderate_Rain	12	2	0.765	90,545,000	10,447,500	0.006	67.93
53.221514	-69.435345	596.378052	Spring	Rain	16	4	0.867439	94,592,656.997681	10,914,537.345886	0.0065	75.7
-35.538677	-105.124111	100	Winter	Dense_Fog	18	2	0.663	103,480,000	11,940,000	0.004	78.66
-25.669555	28.797775	1,404.640137	Fall	Moderate_Rain	13	4	0.960696	84,608,887.37793	9,762,563.928223	0.006	70.14
-42.082146	67.968998	100	Winter	Dense_Fog	19	2	0.663	103,480,000	11,940,000	0.004	79.41
-6.702274	130.353725	100	Fall	Rain	12	2	0.7905	97,012,500	11,193,750	0.0065	69.73
24.602518	-72.577516	100	Spring	Clear	13	2	0.51	129,350,000	14,925,000	0.001	86.5
-20.426244	58.463489	100	Spring	Light_Rain	12	3	0.612	116,415,000	13,432,500	0.003	81.52
-25.71588	-28.247822	100	Fall	Moderate_Rain	19	2	0.765	90,545,000	10,447,500	0.006	73.18
-57.126377	-83.861227	100	Spring	Rain	17	2	0.7905	97,012,500	11,193,750	0.0065	73.48
-9.449177	-113.479432	100	Summer	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
23.210363	-57.771195	100	Winter	Dense_Fog	12	3	0.663	103,480,000	11,940,000	0.004	76.16
-36.927584	-72.445242	110.85968	Winter	Snow	15	2	0.919955	77,567,647.247314	8,950,113.143921	0.009	63.05
-25.628781	28.831788	1,404.640137	Fall	Clear	13	4	0.640464	120,869,839.111328	13,946,519.897461	0.001	87.24
-0.177036	-117.723143	100	Winter	Snow	17	3	0.918	77,610,000	8,955,000	0.009	66.57
50.058235	60.556196	251	Fall	Rain	13	4	0.813905	96,276,375	11,108,812.5	0.0065	74.17
0.536357	101.211815	61.862873	Summer	Rain	15	2	0.784589	97,198,418.493748	11,215,202.133894	0.0065	72.06
6.413521	67.984788	100	Fall	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
20.749451	138.847843	100	Winter	Snow	12	3	0.918	77,610,000	8,955,000	0.009	62.82
23.411956	36.636457	100	Fall	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
6.205017	68.122639	100	Fall	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
-10.233316	-18.45854	100	Fall	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
46.665758	10.298495	2,117.335693	Winter	Snow	15	4	1.28112	69,742,390.795898	8,047,198.937988	0.009	63.44
20.881241	138.958282	100	Fall	Moderate_Rain	12	3	0.765	90,545,000	10,447,500	0.006	69.93
-4.469372	-5.084835	100	Winter	Dense_Fog	18	2	0.663	103,480,000	11,940,000	0.004	78.66
53.368802	-69.409413	596.378052	Winter	Snow	16	4	1.007348	75,674,125.598145	8,731,629.876709	0.009	66.93
15.861894	-48.993928	100	Fall	Moderate_Rain	17	4	0.765	90,545,000	10,447,500	0.006	75.68
-4.674703	-5.065228	100	Spring	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
-0.055912	-117.580002	100	Fall	Moderate_Rain	17	3	0.765	90,545,000	10,447,500	0.006	73.68
-4.573777	-4.95096	100	Summer	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
59.414385	67.241071	45.105289	Winter	Snow	13	2	0.908119	77,824,089.371109	8,979,702.619743	0.009	61.67