idx
int64 0
99
| region
stringclasses 15
values | latitude
float64 29.8
55.8
| longitude
stringlengths 6
9
| network_provider
stringlengths 9
9
| latency_ms
int64 10
65
| download_speed_mbps
float64 9.5
60.1
| upload_speed_mbps
float64 2.3
15.3
| population_density
int64 200
32k
| label
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|
0 | RegionA | 34.0522 | -118.2437 | ProviderX | 35 | 25.5 | 5.3 | 2,000 | High Availability |
1 | RegionB | 40.7128 | -74.006 | ProviderY | 42 | 15.2 | 3.1 | 15,000 | Moderate Availability |
2 | RegionC | 37.7749 | -122.4194 | ProviderZ | 38 | 20.1 | 4.8 | 12,000 | Moderate Availability |
3 | RegionD | 47.6062 | -122.3321 | ProviderX | 29 | 28.7 | 6.7 | 1,000 | High Availability |
4 | RegionE | 34.0522 | -118.2437 | ProviderY | 40 | 18.4 | 4.2 | 25,000 | Moderate Availability |
5 | RegionF | 48.8566 | 2.3522 | ProviderZ | 20 | 35.4 | 7.9 | 3,000 | High Availability |
6 | RegionF | 34.0522 | -118.2437 | ProviderY | 45 | 17 | 4 | 18,000 | Moderate Availability |
7 | RegionF | 42.3601 | -71.0589 | ProviderX | 27 | 27.3 | 7.2 | 3,000 | High Availability |
8 | RegionF | 34.0522 | -118.2437 | ProviderZ | 36 | 22.3 | 4.9 | 28,000 | Moderate Availability |
9 | RegionF | 41.8781 | -87.6298 | ProviderZ | 26 | 30.5 | 6.5 | 2,200 | High Availability |
10 | RegionF | 35.6895 | -139.6917 | ProviderA | 33 | 22.3 | 5.6 | 300 | Moderate Availability |
11 | RegionF | 33.749 | -84.388 | ProviderW | 22 | 40 | 10.5 | 5,000 | High Availability |
12 | RegionF | 41.8781 | -87.6298 | ProviderZ | 44 | 22.3 | 5.7 | 1,800 | Moderate Availability |
13 | RegionF | 51.5074 | -0.1278 | ProviderA | 22 | 32.3 | 7.6 | 3,000 | High Availability |
14 | RegionF | 35.4676 | -97.5164 | ProviderM | 44 | 12.8 | 2.9 | 200 | Moderate Availability |
15 | RegionG | 35.6895 | -105.9388 | ProviderX | 22 | 42.1 | 9.8 | 2,000 | High Availability |
16 | RegionG | 39.9526 | -75.1652 | ProviderZ | 39 | 21.3 | 5 | 5,000 | Moderate Availability |
17 | RegionG | 34.0522 | -118.2437 | ProviderZ | 25 | 26.5 | 6.5 | 25,000 | High Availability |
18 | RegionG | 40.7128 | -74.006 | ProviderX | 41 | 16.7 | 3.5 | 18,000 | Moderate Availability |
19 | RegionG | 39.9526 | -75.1652 | ProviderX | 28 | 32.1 | 7.2 | 2,800 | High Availability |
20 | RegionG | 41.8781 | -87.6298 | ProviderB | 45 | 19 | 4 | 9,000 | Moderate Availability |
21 | RegionG | 39.9526 | -75.1652 | ProviderX | 26 | 35.6 | 9.8 | 12,000 | High Availability |
22 | RegionG | 35.6895 | -105.9388 | ProviderX | 37 | 19.9 | 4.6 | 800 | Moderate Availability |
23 | RegionG | 48.8566 | 2.3522 | ProviderB | 26 | 34.1 | 8.1 | 17,000 | High Availability |
24 | RegionG | 41.8781 | -87.6298 | ProviderN | 50 | 16.2 | 3.5 | 500 | Moderate Availability |
25 | RegionH | 51.5074 | -0.1278 | ProviderY | 19 | 38.2 | 7.5 | 4,000 | High Availability |
26 | RegionH | 41.8781 | -87.6298 | ProviderX | 43 | 19.8 | 4.9 | 3,500 | Moderate Availability |
27 | RegionH | 34.0522 | -118.2437 | ProviderY | 26 | 25.9 | 6.1 | 30,000 | High Availability |
28 | RegionH | 37.7749 | -122.4194 | ProviderY | 39 | 21.5 | 5.2 | 11,000 | Moderate Availability |
29 | RegionH | 42.3601 | -71.0589 | ProviderY | 27 | 33.2 | 7.9 | 1,800 | High Availability |
30 | RegionH | 51.5074 | -0.1278 | ProviderC | 47 | 21.4 | 6 | 22,000 | Moderate Availability |
31 | RegionH | 36.1699 | -86.7818 | ProviderZ | 24 | 39.3 | 10.2 | 7,000 | High Availability |
32 | RegionH | 29.7604 | -95.3698 | ProviderY | 39 | 24.1 | 6 | 15,000 | Moderate Availability |
33 | RegionH | 43.6532 | -79.3832 | ProviderC | 20 | 30.8 | 6.5 | 11,000 | High Availability |
34 | RegionH | 39.7392 | -104.9903 | ProviderO | 55 | 13.4 | 2.8 | 1,500 | Moderate Availability |
35 | RegionI | 41.8781 | -87.6298 | ProviderZ | 18 | 40.5 | 10.1 | 15,000 | High Availability |
36 | RegionI | 29.7604 | -95.3698 | ProviderY | 41 | 18.1 | 4.5 | 7,000 | Moderate Availability |
37 | RegionI | 37.7749 | -122.4194 | ProviderX | 28 | 27.1 | 7 | 18,000 | High Availability |
38 | RegionI | 47.6062 | -122.3321 | ProviderZ | 40 | 23.1 | 5.7 | 15,000 | Moderate Availability |
39 | RegionI | 33.749 | -84.388 | ProviderZ | 29 | 31.3 | 6.8 | 1,500 | High Availability |
40 | RegionI | 34.0522 | -118.2437 | ProviderA | 48 | 20.2 | 5.8 | 300 | Moderate Availability |
41 | RegionI | 45.5231 | -122.6765 | ProviderW | 18 | 55 | 11.5 | 3,000 | High Availability |
42 | RegionI | 33.4484 | -112.074 | ProviderZ | 43 | 18.2 | 4.9 | 7,000 | Moderate Availability |
43 | RegionI | 55.7558 | 37.6173 | ProviderD | 18 | 33.7 | 7.8 | 9,000 | High Availability |
44 | RegionI | 36.1699 | -115.1398 | ProviderP | 60 | 11.9 | 2.7 | 800 | Moderate Availability |
45 | RegionJ | 52.52 | 13.405 | ProviderX | 17 | 44.6 | 11.2 | 5,000 | High Availability |
46 | RegionJ | 32.7157 | -117.1611 | ProviderX | 44 | 20.2 | 5.1 | 4,000 | Moderate Availability |
47 | RegionJ | 40.7128 | -74.006 | ProviderZ | 26 | 26 | 6 | 10,000 | High Availability |
48 | RegionJ | 34.0522 | -118.2437 | ProviderX | 37 | 24.2 | 6 | 30,000 | Moderate Availability |
49 | RegionJ | 38.9072 | -77.0369 | ProviderX | 24 | 35.4 | 8.5 | 1,700 | High Availability |
50 | RegionJ | 41.8781 | -87.6298 | ProviderB | 30 | 24.5 | 7.2 | 11,000 | Moderate Availability |
51 | RegionJ | 38.9072 | -77.0369 | ProviderY | 20 | 45.4 | 10.9 | 20,000 | High Availability |
52 | RegionJ | 40.7128 | -74.006 | ProviderX | 36 | 21.7 | 5.4 | 13,000 | Moderate Availability |
53 | RegionJ | 41.8781 | -87.6298 | ProviderE | 21 | 35.2 | 8.3 | 22,000 | High Availability |
54 | RegionJ | 42.3601 | -71.0589 | ProviderQ | 47 | 14.5 | 3.6 | 1,200 | Moderate Availability |
55 | RegionK | 34.0522 | -118.2437 | ProviderY | 15 | 50.2 | 12.7 | 2,000 | High Availability |
56 | RegionK | 33.749 | -84.388 | ProviderZ | 36 | 22 | 5.2 | 1,500 | Moderate Availability |
57 | RegionK | 47.6062 | -122.3321 | ProviderY | 25 | 26.8 | 6.7 | 5,000 | High Availability |
58 | RegionK | 40.7128 | -74.006 | ProviderZ | 38 | 17.8 | 3.9 | 22,000 | Moderate Availability |
59 | RegionK | 34.0522 | -118.2437 | ProviderZ | 27 | 34.6 | 7.5 | 2,100 | High Availability |
60 | RegionK | 51.5074 | -0.1278 | ProviderC | 37 | 22.6 | 5.9 | 23,000 | Moderate Availability |
61 | RegionK | 41.8781 | -87.6298 | ProviderX | 23 | 38.2 | 9.7 | 10,000 | High Availability |
62 | RegionK | 39.7392 | -104.9903 | ProviderY | 41 | 23.5 | 6.3 | 9,000 | Moderate Availability |
63 | RegionK | 55.7558 | 37.6173 | ProviderF | 23 | 36.5 | 8.9 | 9,500 | High Availability |
64 | RegionK | 33.749 | -84.388 | ProviderR | 51 | 10.1 | 2.5 | 4,000 | Moderate Availability |
65 | RegionL | 40.7128 | -74.006 | ProviderZ | 16 | 45.8 | 11.9 | 15,000 | High Availability |
66 | RegionL | 41.8781 | -87.6298 | ProviderY | 37 | 23.1 | 5.4 | 2,500 | Moderate Availability |
67 | RegionL | 42.3601 | -71.0589 | ProviderX | 24 | 27.4 | 7.1 | 28,000 | High Availability |
68 | RegionL | 37.7749 | -122.4194 | ProviderY | 42 | 20.6 | 5 | 17,000 | Moderate Availability |
69 | RegionL | 45.5231 | -122.6765 | ProviderY | 26 | 33.5 | 7.3 | 1,300 | High Availability |
70 | RegionL | 34.0522 | -118.2437 | ProviderA | 55 | 23.1 | 6.5 | 1,500 | Moderate Availability |
71 | RegionL | 29.7604 | -95.3698 | ProviderZ | 21 | 43.1 | 10.4 | 8,000 | High Availability |
72 | RegionL | 45.5231 | -122.6765 | ProviderZ | 36 | 20.8 | 5.5 | 1,100 | Moderate Availability |
73 | RegionL | 35.6895 | 139.6917 | ProviderG | 17 | 37.2 | 9.1 | 18,000 | High Availability |
74 | RegionL | 29.7604 | -95.3698 | ProviderS | 58 | 12.3 | 3.2 | 3,000 | Moderate Availability |
75 | RegionM | 34.0522 | -118.2437 | ProviderX | 14 | 52.3 | 13.4 | 2,000 | High Availability |
76 | RegionM | 34.0522 | -118.2437 | ProviderX | 46 | 16.9 | 4.1 | 22,000 | Moderate Availability |
77 | RegionM | 37.7749 | -122.4194 | ProviderY | 25 | 26.2 | 6.3 | 19,000 | High Availability |
78 | RegionM | 47.6062 | -122.3321 | ProviderX | 43 | 18 | 4.5 | 21,000 | Moderate Availability |
79 | RegionM | 34.0522 | -118.2437 | ProviderZ | 25 | 36.7 | 8.2 | 2,000 | High Availability |
80 | RegionM | 47.6062 | -122.3321 | ProviderA | 50 | 26.8 | 7 | 1,800 | Moderate Availability |
81 | RegionM | 34.0522 | -118.2437 | ProviderY | 27 | 44 | 10.5 | 18,000 | High Availability |
82 | RegionM | 39.9526 | -75.1652 | ProviderX | 39 | 17.8 | 4.5 | 9,500 | Moderate Availability |
83 | RegionM | 40.7128 | -74.006 | ProviderH | 24 | 38 | 8.7 | 16,000 | High Availability |
84 | RegionM | 46.8797 | --96.7980 | ProviderT | 65 | 9.8 | 2.4 | 700 | Moderate Availability |
85 | RegionN | 47.6062 | -122.3321 | ProviderY | 12 | 55.6 | 14.1 | 1,000 | High Availability |
86 | RegionN | 40.7128 | -74.006 | ProviderZ | 33 | 24.5 | 5.5 | 17,000 | Moderate Availability |
87 | RegionN | 34.0522 | -118.2437 | ProviderX | 23 | 27.6 | 7.3 | 32,000 | High Availability |
88 | RegionN | 34.0522 | -118.2437 | ProviderZ | 35 | 23.4 | 6.3 | 32,000 | Moderate Availability |
89 | RegionN | 37.7749 | -122.4194 | ProviderY | 26 | 32.8 | 7 | 1,200 | High Availability |
90 | RegionN | 51.5074 | -0.1278 | ProviderC | 52 | 25.3 | 6.2 | 25,000 | Moderate Availability |
91 | RegionN | 40.7128 | -74.006 | ProviderW | 19 | 46.2 | 11 | 22,000 | High Availability |
92 | RegionN | 37.7749 | -122.4194 | ProviderY | 37 | 22.2 | 6.1 | 11,000 | Moderate Availability |
93 | RegionN | 34.0522 | -118.2437 | ProviderI | 19 | 39.5 | 8.5 | 24,000 | High Availability |
94 | RegionN | 36.1435 | -115.1865 | ProviderU | 63 | 9.5 | 2.3 | 900 | Moderate Availability |
95 | RegionO | 39.9526 | -75.1652 | ProviderZ | 10 | 60.1 | 15.3 | 8,000 | High Availability |
96 | RegionO | 37.7749 | -122.4194 | ProviderY | 40 | 21.9 | 5.3 | 10,000 | Moderate Availability |
97 | RegionO | 40.7128 | -74.006 | ProviderZ | 24 | 25.9 | 6.2 | 12,000 | High Availability |
98 | RegionO | 40.7128 | -74.006 | ProviderY | 37 | 19.2 | 4.1 | 24,000 | Moderate Availability |
99 | RegionO | 34.0522 | -118.2437 | ProviderX | 25 | 35.3 | 7.9 | 2,300 | High Availability |
BroadbandInfrastructureMapping
tags: Geospatial, NetworkLatency, GeoAnalytics
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'BroadbandInfrastructureMapping' dataset aims to provide insights into broadband availability across different regions. The dataset compiles various geospatial data points that relate to the network infrastructure supporting broadband internet services. It includes network latency measurements and other relevant metrics that can be analyzed using geoanalytics to identify areas with poor or excellent broadband services. The dataset serves as a crucial resource for network providers, urban planners, and policymakers interested in enhancing digital inclusion.
CSV Content Preview:
id,region,latitude,longitude,network_provider,latency_ms,download_speed_mbps,upload_speed_mbps,population_density,label
1,RegionA,34.0522,-118.2437,ProviderX,35,25.5,5.3,2000,High Availability
2,RegionB,40.7128,-74.0060,ProviderY,42,15.2,3.1,15000,Moderate Availability
3,RegionC,37.7749,-122.4194,ProviderZ,38,20.1,4.8,12000,Moderate Availability
4,RegionD,47.6062,-122.3321,ProviderX,29,28.7,6.7,1000,High Availability
5,RegionE,34.0522,-118.2437,ProviderY,40,18.4,4.2,25000,Moderate Availability
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'BroadbandAvaiability':
- Dataset Generation Page: https://huggingface.co./spaces/infinite-dataset-hub/infinite-dataset-hub?q=BroadbandAvaiability&dataset=BroadbandInfrastructureMapping&tags=Geospatial,+NetworkLatency,+GeoAnalytics
- Model: https://huggingface.co./microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co./datasets?other=infinite-dataset-hub
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