Datasets:

fenar
/

starlink

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
-0.088226	-117.724723	100	Summer	Rain	17	3	0.7905	97,012,500	11,193,750	0.0065	75.48
-8.740833	-125.303935	100	Spring	Rain	18	3	0.7905	97,012,500	11,193,750	0.0065	76.23
20.808645	138.974365	100	Fall	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
-10.69474	28.747412	1,189.015747	Fall	Rain	19	2	0.959297	91,703,548.233032	10,581,178.642273	0.0065	72.72
46.73247	10.227475	2,117.335693	Summer	Clear	15	4	0.711734	116,237,317.993164	13,411,998.22998	0.001	86.96
-10.536954	77.91546	100	Fall	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
-25.514253	28.717559	1,404.640137	Summer	Heavy_Rain	13	4	1.280928	60,434,919.555664	6,973,259.94873	0.011	57.22
-47.736438	173.188186	100	Summer	Clear	14	2	0.51	129,350,000	14,925,000	0.001	87.25
-24.680253	128.106588	480.29361	Spring	Clear	13	4	0.548029	126,878,091.537476	14,639,779.792786	0.001	89.55
-45.529427	167.711222	214	Fall	Clear	16	3	0.5214	128,609,000	14,839,500	0.001	90.46
54.416825	80.25279	168	Fall	Rain	18	3	0.80104	96,681,000	11,155,500	0.0065	76.09
24.527476	-72.533932	100	Spring	Light_Rain	13	2	0.612	116,415,000	13,432,500	0.003	80.27
-51.17581	-72.338305	110.756371	Winter	Dense_Fog	14	3	0.664398	103,424,066.873169	11,933,546.177673	0.004	77.64
-35.560311	-104.892564	100	Spring	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
-44.286823	-136.897682	100	Winter	Dense_Fog	15	3	0.663	103,480,000	11,940,000	0.004	78.41
-37.60589	-104.454786	100	Winter	Dense_Fog	14	4	0.663	103,480,000	11,940,000	0.004	79.66
53.383339	-69.538387	596.378052	Fall	Moderate_Rain	16	4	0.839457	88,286,479.864502	10,186,901.522827	0.006	73.96
-52.849937	-148.359655	100	Winter	Snow	12	3	0.918	77,610,000	8,955,000	0.009	62.82
-32.409757	67.068354	100	Fall	Rain	19	3	0.7905	97,012,500	11,193,750	0.0065	76.98
-37.293271	149.120303	593.202881	Fall	Rain	19	4	0.866946	94,608,135.955811	10,916,323.379517	0.0065	77.96
-44.368015	-136.778419	100	Fall	Rain	15	3	0.7905	97,012,500	11,193,750	0.0065	73.98
46.862017	-121.644768	4,387.000977	Winter	Snow	15	4	1.68966	60,890,696.191406	7,025,849.560547	0.009	59.35
-37.354859	149.203717	593.202881	Fall	Moderate_Rain	19	4	0.83898	88,300,926.89209	10,188,568.487549	0.006	76.22
-34.103206	-92.566133	100	Fall	Rain	16	3	0.7905	97,012,500	11,193,750	0.0065	74.73
-2.862216	131.022152	100	Winter	Clear	16	4	0.51	129,350,000	14,925,000	0.001	92.75
23.311179	155.144766	100	Spring	Rain	15	4	0.7905	97,012,500	11,193,750	0.0065	75.98
0.45284	101.155208	61.862873	Fall	Rain	15	2	0.784589	97,198,418.493748	11,215,202.133894	0.0065	72.06
-57.048869	38.684925	100	Summer	Light_Rain	16	2	0.612	116,415,000	13,432,500	0.003	82.52
53.310859	-69.538102	596.378052	Fall	Moderate_Rain	16	4	0.839457	88,286,479.864502	10,186,901.522827	0.006	73.96
23.286212	36.489179	100	Summer	Heavy_Rain	18	4	1.02	64,675,000	7,462,500	0.011	63.09
8.334735	-116.394863	100	Winter	Dense_Fog	17	4	0.663	103,480,000	11,940,000	0.004	81.91
-42.18239	67.958863	100	Winter	Snow	19	2	0.918	77,610,000	8,955,000	0.009	66.07
8.401184	-116.404058	100	Fall	Moderate_Rain	17	4	0.765	90,545,000	10,447,500	0.006	75.68
-23.991802	31.437009	302.211029	Spring	Light_Rain	19	5	0.636265	115,232,065.480042	13,296,007.555389	0.003	90.3
-29.682617	-111.477807	100	Spring	Rain	19	2	0.7905	97,012,500	11,193,750	0.0065	74.98
48.041641	-41.148043	100	Winter	Dense_Fog	14	4	0.663	103,480,000	11,940,000	0.004	79.66
5.59923	-53.938475	48.428391	Summer	Rain	14	3	0.782506	97,263,911.596298	11,222,759.030342	0.0065	73.34
46.619889	-152.953301	100	Spring	Clear	14	3	0.51	129,350,000	14,925,000	0.001	89.25
-47.942395	173.219129	100	Fall	Moderate_Rain	14	2	0.765	90,545,000	10,447,500	0.006	69.43
-57.114397	-83.903538	100	Summer	Clear	17	2	0.51	129,350,000	14,925,000	0.001	89.5
46.844622	-121.642285	4,387.000977	Summer	Heavy_Rain	15	4	1.8774	50,742,246.826172	5,854,874.633789	0.011	53.87
8.558334	-162.651956	100	Summer	Rain	19	4	0.7905	97,012,500	11,193,750	0.0065	78.98
6.316399	67.978436	100	Fall	Rain	12	4	0.7905	97,012,500	11,193,750	0.0065	73.73
-4.664127	-5.160558	100	Spring	Rain	18	2	0.7905	97,012,500	11,193,750	0.0065	74.23
-37.744925	-104.610549	100	Spring	Light_Rain	14	4	0.612	116,415,000	13,432,500	0.003	85.02
14.829605	-23.676216	100	Summer	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
54.869549	52.668091	288.748199	Spring	Rain	12	3	0.819756	96,092,352.527618	11,087,579.137802	0.0065	71.34
48.147005	-41.186493	100	Fall	Moderate_Rain	14	4	0.765	90,545,000	10,447,500	0.006	73.43
35.099332	-59.580149	100	Summer	Light_Rain	16	2	0.612	116,415,000	13,432,500	0.003	82.52
-35.9343	-160.398353	100	Summer	Heavy_Rain	18	4	1.02	64,675,000	7,462,500	0.011	63.09
57.304289	-36.045917	100	Winter	Snow	19	2	0.918	77,610,000	8,955,000	0.009	66.07
-35.673568	77.69393	100	Spring	Rain	13	2	0.7905	97,012,500	11,193,750	0.0065	70.48
-25.701795	-28.116244	100	Spring	Light_Rain	19	2	0.612	116,415,000	13,432,500	0.003	84.77
54.445255	80.255279	168	Fall	Moderate_Rain	18	3	0.7752	90,235,600	10,411,800	0.006	74.3
-39.11024	-50.04637	100	Fall	Moderate_Rain	15	3	0.765	90,545,000	10,447,500	0.006	72.18
-54.462091	-74.391391	100	Fall	Clear	18	3	0.51	129,350,000	14,925,000	0.001	92.25
-44.283418	-136.681387	100	Spring	Rain	15	3	0.7905	97,012,500	11,193,750	0.0065	73.98
33.746777	-98.602936	307.651825	Winter	Clear	14	4	0.530765	128,000,263.137817	14,769,261.131287	0.001	90.73
-54.93345	-58.035185	100	Spring	Rain	14	2	0.7905	97,012,500	11,193,750	0.0065	71.23
-24.553958	128.151144	480.29361	Spring	Light_Rain	13	4	0.657635	114,190,282.383728	13,175,801.813507	0.003	83.38
-57.264041	-84.000586	100	Summer	Light_Rain	17	2	0.612	116,415,000	13,432,500	0.003	83.27
-54.88019	-58.066383	100	Summer	Light_Rain	14	2	0.612	116,415,000	13,432,500	0.003	81.02
-35.780069	-160.347666	100	Spring	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
54.451511	80.301073	168	Summer	Light_Rain	18	3	0.62016	116,017,200	13,386,600	0.003	85.86
54.994101	52.499277	288.748199	Winter	Dense_Fog	12	3	0.687537	102,498,509.362793	11,826,751.080322	0.004	75.76
-35.729839	-160.277247	100	Spring	Clear	18	4	0.51	129,350,000	14,925,000	0.001	94.25
-35.760617	-160.468681	100	Fall	Moderate_Rain	18	4	0.765	90,545,000	10,447,500	0.006	76.43
44.328895	-110.527554	2,456.826904	Winter	Snow	16	4	1.342229	68,418,375.073242	7,894,427.893066	0.009	63.58
-20.430117	58.444607	100	Summer	Heavy_Rain	12	3	1.02	64,675,000	7,462,500	0.011	56.59
-6.601367	130.509345	100	Summer	Rain	12	2	0.7905	97,012,500	11,193,750	0.0065	69.73
-27.952802	-119.177071	100	Summer	Heavy_Rain	12	3	1.02	64,675,000	7,462,500	0.011	56.59
32.470077	-25.271869	100	Fall	Clear	17	2	0.51	129,350,000	14,925,000	0.001	89.5
-10.200228	-18.683406	100	Winter	Snow	15	3	0.918	77,610,000	8,955,000	0.009	65.07
-52.742274	-148.403741	100	Winter	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
-25.409198	154.397074	100	Winter	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
36.226705	-112.12164	1,011.097229	Spring	Rain	18	4	0.93172	92,570,901.008606	10,681,257.808685	0.0065	76.34
-34.131869	-92.576714	100	Fall	Clear	16	3	0.51	129,350,000	14,925,000	0.001	90.75
-21.150083	-106.709272	100	Fall	Moderate_Rain	19	3	0.765	90,545,000	10,447,500	0.006	75.18
3.30381	-33.29273	100	Summer	Rain	13	3	0.7905	97,012,500	11,193,750	0.0065	72.48
-52.935488	-148.26536	100	Winter	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
46.676625	10.290906	2,117.335693	Fall	Moderate_Rain	15	4	1.0676	81,366,122.595215	9,388,398.760986	0.006	70.25
-35.721398	-160.418471	100	Fall	Rain	18	4	0.7905	97,012,500	11,193,750	0.0065	78.23
-37.27785	149.02926	593.202881	Winter	Clear	19	4	0.55932	126,144,181.274414	14,555,097.839355	0.001	93.77
0.87718	-110.428238	100	Winter	Snow	18	3	0.918	77,610,000	8,955,000	0.009	67.32
24.36818	-72.667409	100	Fall	Moderate_Rain	13	2	0.765	90,545,000	10,447,500	0.006	68.68
30.514388	-166.596265	100	Fall	Clear	15	3	0.51	129,350,000	14,925,000	0.001	90
-57.023162	38.721048	100	Summer	Light_Rain	16	2	0.612	116,415,000	13,432,500	0.003	82.52
-52.772734	-148.266934	100	Winter	Snow	12	3	0.918	77,610,000	8,955,000	0.009	62.82
33.579797	127.444474	-98.45636	Summer	Heavy_Rain	12	3	1.019691	64,680,016.830444	7,463,078.865051	0.011	56.59
-0.076524	-117.764595	100	Winter	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
23.457958	-89.727796	-227.864578	Spring	Clear	15	2	0.522786	128,518,880.241394	14,829,101.566315	0.001	87.68
-10.202515	-11.046869	100	Winter	Clear	13	3	0.51	129,350,000	14,925,000	0.001	88.5
23.125979	-57.839498	100	Summer	Clear	12	3	0.51	129,350,000	14,925,000	0.001	87.75
19.483823	83.770048	346.46582	Fall	Rain	12	3	0.828702	95,810,979.125977	11,055,112.976074	0.0065	71.22
32.521534	-25.15	100	Winter	Clear	17	2	0.51	129,350,000	14,925,000	0.001	89.5
-8.706576	-125.319157	100	Winter	Dense_Fog	18	3	0.663	103,480,000	11,940,000	0.004	80.66
-25.44787	154.317922	100	Fall	Clear	17	3	0.51	129,350,000	14,925,000	0.001	91.5
23.616867	-82.099805	100	Spring	Rain	14	2	0.7905	97,012,500	11,193,750	0.0065	71.23
-10.64891	77.852477	100	Winter	Clear	18	2	0.51	129,350,000	14,925,000	0.001	90.25
-35.640958	-104.98301	100	Summer	Light_Rain	18	2	0.612	116,415,000	13,432,500	0.003	84.02

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Number of rows:

100,000