{"id":19020597,"url":"https://github.com/simeononsecurity/track-helium-mobile-wifi","last_synced_at":"2025-04-23T05:58:45.228Z","repository":{"id":252717083,"uuid":"841236978","full_name":"simeononsecurity/track-helium-mobile-wifi","owner":"simeononsecurity","description":"A collection of scripts and tools that tracks the availability of helium mobile wifi networks in the wild from the Wigle Dataset and Helium API. 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But ultimately we'll update it to do devices mapped in the last 365 days.\n\n\u003e **Note:**: All of the categorizations and identifiers were discovered from public documentation and research that is repeatable with google searches. \n\n### Helium Mobile WiFi Table Mapped\n\n![WigleNet Sourced Helium Mobile WiFi Table Map](https://github.com/simeononsecurity/track-helium-mobile-wifi/blob/main/output/global_wifi_map.png)\n\n## Helium Provided and Sourced Stats\n\n\u003c!-- HELIUM PROVIDED LOCATION STATS START --\u003e\n\n### Device Status\n\n| Status | Count |\n| --- | --- |\n| Active | 15891 |\n| Inactive | 12608 |\n\n\n### Residential vs Business\n\n| Category | Percentage |\n| --- | --- |\n| Residential | 72.03% |\n| Business | 27.97% |\n\n\n### Top 10 Class-Type Combinations\n\n| Class | Type | Count |\n| --- | --- | --- |\n| place | house | 6077 |\n| building | yes | 2241 |\n| highway | residential | 1418 |\n| amenity | parking | 755 |\n| building | house | 658 |\n| amenity | school | 306 |\n| highway | secondary | 271 |\n| highway | tertiary | 258 |\n| highway | motorway | 193 |\n| building | apartments | 187 |\n\n\n![Daily Data Transfer](https://github.com/simeononsecurity/track-helium-mobile-wifi/blob/main/output/daily_data_transfer.png)\n\n#### Data Transfer Growth\n\n| Date | Daily Growth (%) | Weekly Growth (%) |\n| --- | --- | --- |\n| 2024-11-08T00:00:00+00:00 | 13.43% | 3157573.15% |\n| 2024-11-09T00:00:00+00:00 | 7.15% | 3157573.15% |\n| 2024-11-10T00:00:00+00:00 | -10.00% | 3157573.15% |\n| 2024-11-11T00:00:00+00:00 | -6.21% | 3157573.15% |\n| 2024-11-12T00:00:00+00:00 | -5.03% | 3157573.15% |\n| 2024-11-13T00:00:00+00:00 | 6.05% | 3157573.15% |\n| 2024-11-14T00:00:00+00:00 | 2.82% | 3157573.15% |\n| 2024-11-15T00:00:00+00:00 | 6.07% | 95.79% |\n| 2024-11-16T00:00:00+00:00 | 8.22% | 95.79% |\n| 2024-11-17T00:00:00+00:00 | 2.55% | 95.79% |\n| 2024-11-18T00:00:00+00:00 | -9.85% | 95.79% |\n| 2024-11-19T00:00:00+00:00 | -3.73% | 95.79% |\n| 2024-11-20T00:00:00+00:00 | 4.20% | 95.79% |\n| 2024-11-21T00:00:00+00:00 | 0.40% | 95.79% |\n| 2024-11-22T00:00:00+00:00 | 4.00% | 52.41% |\n| 2024-11-23T00:00:00+00:00 | 6.45% | 52.41% |\n| 2024-11-24T00:00:00+00:00 | -11.32% | 52.41% |\n| 2024-11-25T00:00:00+00:00 | -0.07% | 52.41% |\n| 2024-11-26T00:00:00+00:00 | 2.94% | 52.41% |\n| 2024-11-27T00:00:00+00:00 | 4.67% | 52.41% |\n| 2024-11-28T00:00:00+00:00 | -37.29% | 52.41% |\n| 2024-11-29T00:00:00+00:00 | 30.45% | 33.07% |\n| 2024-11-30T00:00:00+00:00 | 22.61% | 33.07% |\n| 2024-12-01T00:00:00+00:00 | -4.59% | 33.07% |\n| 2024-12-02T00:00:00+00:00 | -13.34% | 33.07% |\n| 2024-12-03T00:00:00+00:00 | 1.70% | 33.07% |\n| 2024-12-04T00:00:00+00:00 | 10.16% | 33.07% |\n| 2024-12-05T00:00:00+00:00 | -5.81% | 33.07% |\n| 2024-12-06T00:00:00+00:00 | 10.44% | 24.03% |\n| 2024-12-07T00:00:00+00:00 | 17.20% | 24.03% |\n| 2024-12-08T00:00:00+00:00 | -7.56% | 24.03% |\n| 2024-12-09T00:00:00+00:00 | -24.18% | 24.03% |\n| 2024-12-10T00:00:00+00:00 | 2.26% | 24.03% |\n| 2024-12-11T00:00:00+00:00 | 14.15% | 24.03% |\n| 2024-12-12T00:00:00+00:00 | 21.05% | 24.03% |\n| 2024-12-13T00:00:00+00:00 | -6.34% | 21.06% |\n| 2024-12-14T00:00:00+00:00 | 22.27% | 21.06% |\n| 2024-12-15T00:00:00+00:00 | -16.32% | 21.06% |\n| 2024-12-16T00:00:00+00:00 | -12.67% | 21.06% |\n| 2024-12-17T00:00:00+00:00 | 4.77% | 21.06% |\n| 2024-12-18T00:00:00+00:00 | 6.68% | 21.06% |\n| 2024-12-19T00:00:00+00:00 | 6.89% | 21.06% |\n| 2024-12-20T00:00:00+00:00 | 9.40% | 19.20% |\n| 2024-12-21T00:00:00+00:00 | 0.86% | 19.20% |\n| 2024-12-22T00:00:00+00:00 | -4.76% | 19.20% |\n| 2024-12-23T00:00:00+00:00 | -5.28% | 19.20% |\n| 2024-12-24T00:00:00+00:00 | -4.21% | 19.20% |\n| 2024-12-25T00:00:00+00:00 | -53.60% | 19.20% |\n| 2024-12-26T00:00:00+00:00 | 82.31% | 19.20% |\n| 2024-12-27T00:00:00+00:00 | 20.17% | 15.52% |\n| 2024-12-28T00:00:00+00:00 | 6.85% | 15.52% |\n| 2024-12-29T00:00:00+00:00 | -8.21% | 15.52% |\n| 2024-12-30T00:00:00+00:00 | -5.66% | 15.52% |\n| 2024-12-31T00:00:00+00:00 | 6.40% | 15.52% |\n| 2025-01-01T00:00:00+00:00 | -11.80% | 15.52% |\n| 2025-01-02T00:00:00+00:00 | 3.10% | 15.52% |\n| 2025-01-03T00:00:00+00:00 | 4.23% | 13.58% |\n| 2025-01-04T00:00:00+00:00 | 9.50% | 13.58% |\n| 2025-01-05T00:00:00+00:00 | -8.94% | 13.58% |\n| 2025-01-06T00:00:00+00:00 | -8.79% | 13.58% |\n| 2025-01-07T00:00:00+00:00 | -0.58% | 13.58% |\n| 2025-01-08T00:00:00+00:00 | 21.76% | 13.58% |\n| 2025-01-09T00:00:00+00:00 | -14.12% | 13.58% |\n| 2025-01-10T00:00:00+00:00 | 29.18% | 11.54% |\n| 2025-01-11T00:00:00+00:00 | 23.13% | 11.54% |\n| 2025-01-12T00:00:00+00:00 | -2.48% | 11.54% |\n| 2025-01-13T00:00:00+00:00 | -19.69% | 11.54% |\n| 2025-01-14T00:00:00+00:00 | 7.84% | 11.54% |\n| 2025-01-15T00:00:00+00:00 | -11.75% | 11.54% |\n| 2025-01-16T00:00:00+00:00 | -33.16% | 11.54% |\n| 2025-01-17T00:00:00+00:00 | 62.62% | 12.66% |\n| 2025-01-18T00:00:00+00:00 | 9.43% | 12.66% |\n| 2025-01-19T00:00:00+00:00 | -14.25% | 12.66% |\n| 2025-01-20T00:00:00+00:00 | 4.89% | 12.66% |\n| 2025-01-21T00:00:00+00:00 | -7.29% | 12.66% |\n| 2025-01-22T00:00:00+00:00 | 9.36% | 12.66% |\n| 2025-01-23T00:00:00+00:00 | 7.05% | 12.66% |\n| 2025-01-24T00:00:00+00:00 | 5.56% | 11.26% |\n| 2025-01-25T00:00:00+00:00 | 0.85% | 11.26% |\n| 2025-01-26T00:00:00+00:00 | -7.78% | 11.26% |\n| 2025-01-27T00:00:00+00:00 | 1.64% | 11.26% |\n| 2025-01-28T00:00:00+00:00 | 6.58% | 11.26% |\n| 2025-01-29T00:00:00+00:00 | 10.62% | 11.26% |\n| 2025-01-30T00:00:00+00:00 | -5.18% | 11.26% |\n| 2025-01-31T00:00:00+00:00 | -14.42% | 11.52% |\n| 2025-02-01T00:00:00+00:00 | -16.47% | 11.52% |\n| 2025-02-02T00:00:00+00:00 | -9.63% | 11.52% |\n| 2025-02-03T00:00:00+00:00 | 28.44% | 11.52% |\n| 2025-02-04T00:00:00+00:00 | 14.00% | 11.52% |\n| 2025-02-05T00:00:00+00:00 | -4.47% | 11.52% |\n| 2025-02-06T00:00:00+00:00 | -8.64% | 11.52% |\n| 2025-02-07T00:00:00+00:00 | 3.55% | 8.84% |\n| 2025-02-08T00:00:00+00:00 | 9.66% | 8.84% |\n| 2025-02-09T00:00:00+00:00 | 0.67% | 8.84% |\n| 2025-02-10T00:00:00+00:00 | -14.20% | 8.84% |\n| 2025-02-11T00:00:00+00:00 | 4.83% | 8.84% |\n| 2025-02-12T00:00:00+00:00 | 2.62% | 8.84% |\n| 2025-02-13T00:00:00+00:00 | 4.39% | 8.84% |\n| 2025-02-14T00:00:00+00:00 | 15.81% | 8.77% |\n| 2025-02-15T00:00:00+00:00 | 4.21% | 8.77% |\n| 2025-02-16T00:00:00+00:00 | -2.79% | 8.77% |\n| 2025-02-17T00:00:00+00:00 | -1.65% | 8.77% |\n| 2025-02-18T00:00:00+00:00 | -4.24% | 8.77% |\n\n\n![Daily Transfer Growth](https://github.com/simeononsecurity/track-helium-mobile-wifi/blob/main/output/daily_transfer_growth.png)\n\n![Daily Subscribers](https://github.com/simeononsecurity/track-helium-mobile-wifi/blob/main/output/daily_subscribers.png)\n\n#### Subscribers Growth\n\n| Date | Daily Growth (%) | Weekly Growth (%) |\n| --- | --- | --- |\n| 2024-06-26T00:00:00+00:00 | 130.16% | 539.95% |\n| 2024-06-27T00:00:00+00:00 | 17.73% | 539.95% |\n| 2024-06-28T00:00:00+00:00 | 13.16% | 539.95% |\n| 2024-06-29T00:00:00+00:00 | 21.52% | 539.95% |\n| 2024-06-30T00:00:00+00:00 | -5.10% | 539.95% |\n| 2024-07-01T00:00:00+00:00 | -33.32% | 539.95% |\n| 2024-07-02T00:00:00+00:00 | 8.04% | 539.95% |\n| 2024-07-03T00:00:00+00:00 | 18.06% | 267.86% |\n| 2024-07-04T00:00:00+00:00 | 31.58% | 267.86% |\n| 2024-07-05T00:00:00+00:00 | 5.77% | 267.86% |\n| 2024-07-06T00:00:00+00:00 | -11.65% | 267.86% |\n| 2024-07-07T00:00:00+00:00 | -24.54% | 267.86% |\n| 2024-07-08T00:00:00+00:00 | -33.11% | 267.86% |\n| 2024-07-09T00:00:00+00:00 | -12.34% | 267.86% |\n| 2024-07-10T00:00:00+00:00 | 8.31% | 76.04% |\n| 2024-07-11T00:00:00+00:00 | 7.01% | 76.04% |\n| 2024-07-12T00:00:00+00:00 | 19.85% | 76.04% |\n| 2024-07-13T00:00:00+00:00 | 28.02% | 76.04% |\n| 2024-07-14T00:00:00+00:00 | -6.37% | 76.04% |\n| 2024-07-15T00:00:00+00:00 | -36.70% | 76.04% |\n| 2024-07-16T00:00:00+00:00 | -7.83% | 76.04% |\n| 2024-07-17T00:00:00+00:00 | 10.92% | 30.42% |\n| 2024-07-18T00:00:00+00:00 | 9.87% | 30.42% |\n| 2024-07-19T00:00:00+00:00 | 18.00% | 30.42% |\n| 2024-07-20T00:00:00+00:00 | 43.93% | 30.42% |\n| 2024-07-21T00:00:00+00:00 | -11.28% | 30.42% |\n| 2024-07-22T00:00:00+00:00 | -45.61% | 30.42% |\n| 2024-07-23T00:00:00+00:00 | -23.89% | 30.42% |\n| 2024-07-24T00:00:00+00:00 | -0.31% | 23.49% |\n| 2024-07-25T00:00:00+00:00 | 6.85% | 23.49% |\n| 2024-07-26T00:00:00+00:00 | 63.13% | 23.49% |\n| 2024-07-27T00:00:00+00:00 | 50.33% | 23.49% |\n| 2024-07-28T00:00:00+00:00 | -10.79% | 23.49% |\n| 2024-07-29T00:00:00+00:00 | -35.38% | 23.49% |\n| 2024-07-30T00:00:00+00:00 | 1.59% | 23.49% |\n| 2024-07-31T00:00:00+00:00 | -3.48% | 18.05% |\n| 2024-08-01T00:00:00+00:00 | 8.26% | 18.05% |\n| 2024-08-02T00:00:00+00:00 | 29.62% | 18.05% |\n| 2024-08-03T00:00:00+00:00 | 20.77% | 18.05% |\n| 2024-08-04T00:00:00+00:00 | -11.34% | 18.05% |\n| 2024-08-05T00:00:00+00:00 | 11.51% | 18.05% |\n| 2024-08-06T00:00:00+00:00 | 4.48% | 18.05% |\n| 2024-08-07T00:00:00+00:00 | 1.11% | 19.38% |\n| 2024-08-08T00:00:00+00:00 | 8.29% | 19.38% |\n| 2024-08-09T00:00:00+00:00 | 14.72% | 19.38% |\n| 2024-08-10T00:00:00+00:00 | 39.99% | 19.38% |\n| 2024-08-11T00:00:00+00:00 | -12.65% | 19.38% |\n| 2024-08-12T00:00:00+00:00 | -39.38% | 19.38% |\n| 2024-08-13T00:00:00+00:00 | -10.64% | 19.38% |\n| 2024-08-14T00:00:00+00:00 | 5.81% | 23.67% |\n| 2024-08-15T00:00:00+00:00 | 56.82% | 23.67% |\n| 2024-08-16T00:00:00+00:00 | 27.77% | 23.67% |\n| 2024-08-17T00:00:00+00:00 | 34.44% | 23.67% |\n| 2024-08-18T00:00:00+00:00 | -12.40% | 23.67% |\n| 2024-08-19T00:00:00+00:00 | -38.74% | 23.67% |\n| 2024-08-20T00:00:00+00:00 | -4.14% | 23.67% |\n| 2024-08-21T00:00:00+00:00 | 78.54% | 24.93% |\n| 2024-08-22T00:00:00+00:00 | 12.86% | 24.93% |\n| 2024-08-23T00:00:00+00:00 | 19.47% | 24.93% |\n| 2024-08-24T00:00:00+00:00 | 27.70% | 24.93% |\n| 2024-08-25T00:00:00+00:00 | -8.17% | 24.93% |\n| 2024-08-26T00:00:00+00:00 | -37.37% | 24.93% |\n| 2024-08-27T00:00:00+00:00 | 42.25% | 24.93% |\n| 2024-08-28T00:00:00+00:00 | 14.51% | 36.38% |\n| 2024-08-29T00:00:00+00:00 | 8.77% | 36.38% |\n| 2024-08-30T00:00:00+00:00 | 16.09% | 36.38% |\n| 2024-08-31T00:00:00+00:00 | 32.14% | 36.38% |\n| 2024-09-01T00:00:00+00:00 | -4.23% | 36.38% |\n| 2024-09-02T00:00:00+00:00 | -15.47% | 36.38% |\n| 2024-09-03T00:00:00+00:00 | -36.17% | 36.38% |\n| 2024-09-04T00:00:00+00:00 | 5.65% | 41.40% |\n| 2024-09-05T00:00:00+00:00 | 63.66% | 41.40% |\n| 2024-09-06T00:00:00+00:00 | 24.93% | 41.40% |\n| 2024-09-07T00:00:00+00:00 | 27.81% | 41.40% |\n| 2024-09-08T00:00:00+00:00 | -8.99% | 41.40% |\n| 2024-09-09T00:00:00+00:00 | -17.74% | 41.40% |\n| 2024-09-10T00:00:00+00:00 | -19.44% | 41.40% |\n| 2024-09-11T00:00:00+00:00 | -12.39% | 39.89% |\n| 2024-09-12T00:00:00+00:00 | 1.59% | 39.89% |\n| 2024-09-13T00:00:00+00:00 | 18.59% | 39.89% |\n| 2024-09-14T00:00:00+00:00 | 41.98% | 39.89% |\n| 2024-09-15T00:00:00+00:00 | -11.17% | 39.89% |\n| 2024-09-16T00:00:00+00:00 | -48.70% | 39.89% |\n| 2024-09-17T00:00:00+00:00 | 51.84% | 39.89% |\n| 2024-09-18T00:00:00+00:00 | 38.86% | 25.09% |\n| 2024-09-19T00:00:00+00:00 | 0.56% | 25.09% |\n| 2024-09-20T00:00:00+00:00 | 23.85% | 25.09% |\n| 2024-09-21T00:00:00+00:00 | 34.78% | 25.09% |\n| 2024-09-22T00:00:00+00:00 | -7.95% | 25.09% |\n| 2024-09-23T00:00:00+00:00 | -39.30% | 25.09% |\n| 2024-09-24T00:00:00+00:00 | -7.65% | 25.09% |\n| 2024-09-25T00:00:00+00:00 | 9.45% | 32.43% |\n| 2024-09-26T00:00:00+00:00 | 4.02% | 32.43% |\n| 2024-09-27T00:00:00+00:00 | 23.69% | 32.43% |\n| 2024-09-28T00:00:00+00:00 | 36.39% | 32.43% |\n| 2024-09-29T00:00:00+00:00 | -13.49% | 32.43% |\n| 2024-09-30T00:00:00+00:00 | -34.14% | 32.43% |\n| 2024-10-01T00:00:00+00:00 | -5.08% | 32.43% |\n| 2024-10-02T00:00:00+00:00 | 3.25% | 23.98% |\n| 2024-10-03T00:00:00+00:00 | 1.38% | 23.98% |\n| 2024-10-04T00:00:00+00:00 | 11.71% | 23.98% |\n| 2024-10-05T00:00:00+00:00 | 7.57% | 23.98% |\n| 2024-10-06T00:00:00+00:00 | -3.64% | 23.98% |\n| 2024-10-07T00:00:00+00:00 | -18.67% | 23.98% |\n| 2024-10-08T00:00:00+00:00 | 41.71% | 23.98% |\n| 2024-10-09T00:00:00+00:00 | -5.01% | 17.39% |\n| 2024-10-10T00:00:00+00:00 | 1.75% | 17.39% |\n| 2024-10-11T00:00:00+00:00 | 15.54% | 17.39% |\n| 2024-10-12T00:00:00+00:00 | 37.18% | 17.39% |\n| 2024-10-13T00:00:00+00:00 | 0.45% | 17.39% |\n| 2024-10-14T00:00:00+00:00 | -33.24% | 17.39% |\n| 2024-10-15T00:00:00+00:00 | -33.01% | 17.39% |\n| 2024-10-16T00:00:00+00:00 | 84.36% | 19.98% |\n| 2024-10-17T00:00:00+00:00 | 9.33% | 19.98% |\n| 2024-10-18T00:00:00+00:00 | 17.25% | 19.98% |\n| 2024-10-19T00:00:00+00:00 | 33.19% | 19.98% |\n| 2024-10-20T00:00:00+00:00 | -2.85% | 19.98% |\n| 2024-10-21T00:00:00+00:00 | -32.25% | 19.98% |\n| 2024-10-22T00:00:00+00:00 | -2.43% | 19.98% |\n| 2024-10-23T00:00:00+00:00 | -59.75% | 24.21% |\n| 2024-10-24T00:00:00+00:00 | 97.13% | 24.21% |\n| 2024-10-25T00:00:00+00:00 | 39.73% | 24.21% |\n| 2024-10-26T00:00:00+00:00 | 22.71% | 24.21% |\n| 2024-10-27T00:00:00+00:00 | -1.76% | 24.21% |\n| 2024-10-28T00:00:00+00:00 | -29.11% | 24.21% |\n| 2024-10-29T00:00:00+00:00 | -3.67% | 24.21% |\n| 2024-10-30T00:00:00+00:00 | 8.06% | 16.36% |\n| 2024-10-31T00:00:00+00:00 | 42.69% | 16.36% |\n| 2024-11-01T00:00:00+00:00 | 40.55% | 16.36% |\n| 2024-11-02T00:00:00+00:00 | 11.03% | 16.36% |\n| 2024-11-03T00:00:00+00:00 | -12.13% | 16.36% |\n| 2024-11-04T00:00:00+00:00 | -23.75% | 16.36% |\n| 2024-11-05T00:00:00+00:00 | 0.24% | 16.36% |\n| 2024-11-06T00:00:00+00:00 | -22.70% | 23.46% |\n| 2024-11-07T00:00:00+00:00 | 4.02% | 23.46% |\n| 2024-11-08T00:00:00+00:00 | 25.13% | 23.46% |\n| 2024-11-09T00:00:00+00:00 | 23.83% | 23.46% |\n| 2024-11-10T00:00:00+00:00 | -7.36% | 23.46% |\n| 2024-11-11T00:00:00+00:00 | -12.71% | 23.46% |\n| 2024-11-12T00:00:00+00:00 | -11.85% | 23.46% |\n| 2024-11-13T00:00:00+00:00 | 5.59% | 16.84% |\n| 2024-11-14T00:00:00+00:00 | -2.48% | 16.84% |\n| 2024-11-15T00:00:00+00:00 | 8.87% | 16.84% |\n| 2024-11-16T00:00:00+00:00 | 16.84% | 16.84% |\n| 2024-11-17T00:00:00+00:00 | 10.33% | 16.84% |\n| 2024-11-18T00:00:00+00:00 | -16.21% | 16.84% |\n| 2024-11-19T00:00:00+00:00 | -4.71% | 16.84% |\n| 2024-11-20T00:00:00+00:00 | 2.60% | 15.50% |\n| 2024-11-21T00:00:00+00:00 | 2.19% | 15.50% |\n| 2024-11-22T00:00:00+00:00 | 7.56% | 15.50% |\n| 2024-11-23T00:00:00+00:00 | 14.29% | 15.50% |\n| 2024-11-24T00:00:00+00:00 | -3.87% | 15.50% |\n| 2024-11-25T00:00:00+00:00 | -9.86% | 15.50% |\n| 2024-11-26T00:00:00+00:00 | 3.97% | 15.50% |\n| 2024-11-27T00:00:00+00:00 | 13.90% | 14.89% |\n| 2024-11-28T00:00:00+00:00 | -35.11% | 14.89% |\n| 2024-11-29T00:00:00+00:00 | 31.43% | 14.89% |\n| 2024-11-30T00:00:00+00:00 | 24.48% | 14.89% |\n| 2024-12-01T00:00:00+00:00 | -14.19% | 14.89% |\n| 2024-12-02T00:00:00+00:00 | -22.96% | 14.89% |\n| 2024-12-03T00:00:00+00:00 | -0.68% | 14.89% |\n| 2024-12-04T00:00:00+00:00 | 3.60% | 12.57% |\n| 2024-12-05T00:00:00+00:00 | -2.64% | 12.57% |\n| 2024-12-06T00:00:00+00:00 | 11.92% | 12.57% |\n| 2024-12-07T00:00:00+00:00 | 28.75% | 12.57% |\n| 2024-12-08T00:00:00+00:00 | -4.19% | 12.57% |\n| 2024-12-09T00:00:00+00:00 | -33.16% | 12.57% |\n| 2024-12-10T00:00:00+00:00 | -6.79% | 12.57% |\n| 2024-12-11T00:00:00+00:00 | 15.31% | 10.36% |\n| 2024-12-12T00:00:00+00:00 | 26.95% | 10.36% |\n| 2024-12-13T00:00:00+00:00 | 1.22% | 10.36% |\n| 2024-12-14T00:00:00+00:00 | 33.75% | 10.36% |\n| 2024-12-15T00:00:00+00:00 | -5.55% | 10.36% |\n| 2024-12-16T00:00:00+00:00 | -26.72% | 10.36% |\n| 2024-12-17T00:00:00+00:00 | 1.93% | 10.36% |\n| 2024-12-18T00:00:00+00:00 | 19.50% | 11.17% |\n| 2024-12-19T00:00:00+00:00 | 6.48% | 11.17% |\n| 2024-12-20T00:00:00+00:00 | 10.68% | 11.17% |\n| 2024-12-21T00:00:00+00:00 | -0.79% | 11.17% |\n| 2024-12-22T00:00:00+00:00 | 0.06% | 11.17% |\n| 2024-12-23T00:00:00+00:00 | 1.62% | 11.17% |\n| 2024-12-24T00:00:00+00:00 | -8.44% | 11.17% |\n| 2024-12-25T00:00:00+00:00 | -57.72% | 12.31% |\n| 2024-12-26T00:00:00+00:00 | 96.44% | 12.31% |\n| 2024-12-27T00:00:00+00:00 | 17.27% | 12.31% |\n| 2024-12-28T00:00:00+00:00 | 5.56% | 12.31% |\n| 2024-12-29T00:00:00+00:00 | -6.14% | 12.31% |\n| 2024-12-30T00:00:00+00:00 | 2.78% | 12.31% |\n| 2024-12-31T00:00:00+00:00 | 6.65% | 12.31% |\n| 2025-01-01T00:00:00+00:00 | -7.26% | 9.52% |\n| 2025-01-02T00:00:00+00:00 | -30.58% | 9.52% |\n| 2025-01-03T00:00:00+00:00 | 26.84% | 9.52% |\n| 2025-01-04T00:00:00+00:00 | 22.54% | 9.52% |\n| 2025-01-05T00:00:00+00:00 | 2.64% | 9.52% |\n| 2025-01-06T00:00:00+00:00 | -15.64% | 9.52% |\n| 2025-01-07T00:00:00+00:00 | -18.21% | 9.52% |\n| 2025-01-08T00:00:00+00:00 | 2.75% | 8.78% |\n| 2025-01-09T00:00:00+00:00 | -7.97% | 8.78% |\n| 2025-01-10T00:00:00+00:00 | 32.34% | 8.78% |\n| 2025-01-11T00:00:00+00:00 | 32.60% | 8.78% |\n| 2025-01-12T00:00:00+00:00 | 0.91% | 8.78% |\n| 2025-01-13T00:00:00+00:00 | -21.17% | 8.78% |\n| 2025-01-14T00:00:00+00:00 | 6.57% | 8.78% |\n| 2025-01-15T00:00:00+00:00 | -9.14% | 8.87% |\n| 2025-01-16T00:00:00+00:00 | -30.88% | 8.87% |\n| 2025-01-17T00:00:00+00:00 | 52.31% | 8.87% |\n| 2025-01-18T00:00:00+00:00 | 25.19% | 8.87% |\n| 2025-01-19T00:00:00+00:00 | -11.77% | 8.87% |\n| 2025-01-20T00:00:00+00:00 | -1.51% | 8.87% |\n| 2025-01-21T00:00:00+00:00 | -11.52% | 8.87% |\n| 2025-01-22T00:00:00+00:00 | 5.93% | 8.28% |\n| 2025-01-23T00:00:00+00:00 | -1.29% | 8.28% |\n| 2025-01-24T00:00:00+00:00 | 20.73% | 8.28% |\n| 2025-01-25T00:00:00+00:00 | 11.15% | 8.28% |\n| 2025-01-26T00:00:00+00:00 | -0.69% | 8.28% |\n| 2025-01-27T00:00:00+00:00 | -6.95% | 8.28% |\n| 2025-01-28T00:00:00+00:00 | 9.53% | 8.28% |\n| 2025-01-29T00:00:00+00:00 | 11.45% | 9.32% |\n| 2025-01-30T00:00:00+00:00 | -1.10% | 9.32% |\n| 2025-01-31T00:00:00+00:00 | -15.89% | 9.32% |\n| 2025-02-01T00:00:00+00:00 | -19.83% | 9.32% |\n| 2025-02-02T00:00:00+00:00 | 0.32% | 9.32% |\n| 2025-02-03T00:00:00+00:00 | 34.23% | 9.32% |\n| 2025-02-04T00:00:00+00:00 | 21.53% | 9.32% |\n| 2025-02-05T00:00:00+00:00 | -7.37% | 9.34% |\n| 2025-02-06T00:00:00+00:00 | -11.52% | 9.34% |\n| 2025-02-07T00:00:00+00:00 | 23.69% | 9.34% |\n| 2025-02-08T00:00:00+00:00 | 17.08% | 9.34% |\n| 2025-02-09T00:00:00+00:00 | 10.18% | 9.34% |\n\n\n![Daily Subscribers Growth](https://github.com/simeononsecurity/track-helium-mobile-wifi/blob/main/output/daily_subscribers_growth.png)\n\n![Daily Hotspots Serving Carrier Partners](https://github.com/simeononsecurity/track-helium-mobile-wifi/blob/main/output/daily_hotspots_serving.png)\n\n#### Hotspots Growth\n\n| Date | Daily Growth (%) | Weekly Growth (%) |\n| --- | --- | --- |\n| 2024-11-07T00:00:00+00:00 | 0.23% | 792.56% |\n| 2024-11-08T00:00:00+00:00 | -1.03% | 792.56% |\n| 2024-11-09T00:00:00+00:00 | -2.16% | 792.56% |\n| 2024-11-10T00:00:00+00:00 | -4.44% | 792.56% |\n| 2024-11-11T00:00:00+00:00 | 5.44% | 792.56% |\n| 2024-11-12T00:00:00+00:00 | 1.57% | 792.56% |\n| 2024-11-13T00:00:00+00:00 | 8.28% | 792.56% |\n| 2024-11-14T00:00:00+00:00 | 1.31% | 8.70% |\n| 2024-11-15T00:00:00+00:00 | 3.93% | 8.70% |\n| 2024-11-16T00:00:00+00:00 | -5.43% | 8.70% |\n| 2024-11-17T00:00:00+00:00 | -2.03% | 8.70% |\n| 2024-11-18T00:00:00+00:00 | 5.93% | 8.70% |\n| 2024-11-19T00:00:00+00:00 | -0.60% | 8.70% |\n| 2024-11-20T00:00:00+00:00 | -1.15% | 8.70% |\n| 2024-11-21T00:00:00+00:00 | -0.15% | 0.06% |\n| 2024-11-22T00:00:00+00:00 | 0.34% | 0.06% |\n| 2024-11-23T00:00:00+00:00 | -3.73% | 0.06% |\n| 2024-11-24T00:00:00+00:00 | -3.36% | 0.06% |\n| 2024-11-25T00:00:00+00:00 | 6.67% | 0.06% |\n| 2024-11-26T00:00:00+00:00 | -0.49% | 0.06% |\n| 2024-11-27T00:00:00+00:00 | -0.53% | 0.06% |\n| 2024-11-28T00:00:00+00:00 | -7.93% | -9.26% |\n| 2024-11-29T00:00:00+00:00 | 0.91% | -9.26% |\n| 2024-11-30T00:00:00+00:00 | -1.81% | -9.26% |\n| 2024-12-01T00:00:00+00:00 | -1.98% | -9.26% |\n| 2024-12-02T00:00:00+00:00 | 6.40% | -9.26% |\n| 2024-12-03T00:00:00+00:00 | 0.23% | -9.26% |\n| 2024-12-04T00:00:00+00:00 | -1.11% | -9.26% |\n| 2024-12-05T00:00:00+00:00 | 0.26% | 2.70% |\n| 2024-12-06T00:00:00+00:00 | 1.32% | 2.70% |\n| 2024-12-07T00:00:00+00:00 | -2.27% | 2.70% |\n| 2024-12-08T00:00:00+00:00 | -2.43% | 2.70% |\n| 2024-12-09T00:00:00+00:00 | 3.51% | 2.70% |\n| 2024-12-10T00:00:00+00:00 | 0.30% | 2.70% |\n| 2024-12-11T00:00:00+00:00 | 10.69% | 2.70% |\n| 2024-12-12T00:00:00+00:00 | -1.60% | 9.24% |\n| 2024-12-13T00:00:00+00:00 | 0.90% | 9.24% |\n| 2024-12-14T00:00:00+00:00 | -2.72% | 9.24% |\n| 2024-12-15T00:00:00+00:00 | -2.30% | 9.24% |\n| 2024-12-16T00:00:00+00:00 | 5.49% | 9.24% |\n| 2024-12-17T00:00:00+00:00 | 1.13% | 9.24% |\n| 2024-12-18T00:00:00+00:00 | -1.00% | 9.24% |\n| 2024-12-19T00:00:00+00:00 | 2.85% | 4.19% |\n| 2024-12-20T00:00:00+00:00 | 0.49% | 4.19% |\n| 2024-12-21T00:00:00+00:00 | -4.31% | 4.19% |\n| 2024-12-22T00:00:00+00:00 | -1.59% | 4.19% |\n| 2024-12-23T00:00:00+00:00 | 4.89% | 4.19% |\n| 2024-12-24T00:00:00+00:00 | 0.61% | 4.19% |\n| 2024-12-25T00:00:00+00:00 | -10.68% | 4.19% |\n| 2024-12-26T00:00:00+00:00 | 11.50% | -0.55% |\n| 2024-12-27T00:00:00+00:00 | 0.41% | -0.55% |\n| 2024-12-28T00:00:00+00:00 | -1.91% | -0.55% |\n| 2024-12-29T00:00:00+00:00 | -2.51% | -0.55% |\n| 2024-12-30T00:00:00+00:00 | 5.45% | -0.55% |\n| 2024-12-31T00:00:00+00:00 | 0.14% | -0.55% |\n| 2025-01-01T00:00:00+00:00 | -5.25% | -0.55% |\n| 2025-01-02T00:00:00+00:00 | 6.65% | 2.47% |\n| 2025-01-03T00:00:00+00:00 | -0.82% | 2.47% |\n| 2025-01-04T00:00:00+00:00 | -2.92% | 2.47% |\n| 2025-01-05T00:00:00+00:00 | -3.65% | 2.47% |\n| 2025-01-06T00:00:00+00:00 | 4.22% | 2.47% |\n| 2025-01-07T00:00:00+00:00 | -3.37% | 2.47% |\n| 2025-01-08T00:00:00+00:00 | 2.82% | 2.47% |\n| 2025-01-09T00:00:00+00:00 | -0.53% | -4.45% |\n| 2025-01-10T00:00:00+00:00 | 9.32% | -4.45% |\n| 2025-01-11T00:00:00+00:00 | -2.31% | -4.45% |\n| 2025-01-12T00:00:00+00:00 | -2.25% | -4.45% |\n| 2025-01-13T00:00:00+00:00 | 6.97% | -4.45% |\n| 2025-01-14T00:00:00+00:00 | -0.85% | -4.45% |\n| 2025-01-15T00:00:00+00:00 | -0.38% | -4.45% |\n| 2025-01-16T00:00:00+00:00 | -3.26% | 6.71% |\n| 2025-01-17T00:00:00+00:00 | 3.48% | 6.71% |\n| 2025-01-18T00:00:00+00:00 | -2.12% | 6.71% |\n| 2025-01-19T00:00:00+00:00 | -3.10% | 6.71% |\n| 2025-01-20T00:00:00+00:00 | 3.23% | 6.71% |\n| 2025-01-21T00:00:00+00:00 | 0.19% | 6.71% |\n| 2025-01-22T00:00:00+00:00 | 0.14% | 6.71% |\n| 2025-01-23T00:00:00+00:00 | 2.41% | 4.09% |\n| 2025-01-24T00:00:00+00:00 | 6.71% | 4.09% |\n| 2025-01-25T00:00:00+00:00 | -1.53% | 4.09% |\n| 2025-01-26T00:00:00+00:00 | -2.82% | 4.09% |\n| 2025-01-27T00:00:00+00:00 | 3.43% | 4.09% |\n| 2025-01-28T00:00:00+00:00 | 1.16% | 4.09% |\n| 2025-01-29T00:00:00+00:00 | -1.85% | 4.09% |\n| 2025-01-30T00:00:00+00:00 | 0.54% | 5.42% |\n| 2025-01-31T00:00:00+00:00 | -0.28% | 5.42% |\n| 2025-02-01T00:00:00+00:00 | -3.91% | 5.42% |\n| 2025-02-02T00:00:00+00:00 | -2.75% | 5.42% |\n| 2025-02-03T00:00:00+00:00 | 6.34% | 5.42% |\n| 2025-02-04T00:00:00+00:00 | -0.18% | 5.42% |\n| 2025-02-05T00:00:00+00:00 | -0.69% | 5.42% |\n| 2025-02-06T00:00:00+00:00 | 0.41% | -1.37% |\n| 2025-02-07T00:00:00+00:00 | 2.85% | -1.37% |\n| 2025-02-08T00:00:00+00:00 | -1.72% | -1.37% |\n| 2025-02-09T00:00:00+00:00 | -2.90% | -1.37% |\n| 2025-02-10T00:00:00+00:00 | 6.94% | -1.37% |\n| 2025-02-11T00:00:00+00:00 | -0.39% | -1.37% |\n| 2025-02-12T00:00:00+00:00 | -0.61% | -1.37% |\n| 2025-02-13T00:00:00+00:00 | 0.02% | 3.93% |\n| 2025-02-14T00:00:00+00:00 | -1.43% | 3.93% |\n| 2025-02-15T00:00:00+00:00 | -5.52% | 3.93% |\n| 2025-02-16T00:00:00+00:00 | -2.55% | 3.93% |\n| 2025-02-17T00:00:00+00:00 | 3.76% | 3.93% |\n| 2025-02-18T00:00:00+00:00 | 1.37% | 3.93% |\n\n\n![Daily Hotspots Growth](https://github.com/simeononsecurity/track-helium-mobile-wifi/blob/main/output/daily_hotspots_growth.png)\n\n\u003c!-- HELIUM PROVIDED LOCATION STATS END --\u003e\n\n## Wigle Net Sourced Status\n\n\u003c!-- STATS START --\u003e\n\n### Helium Mobile WiFi Stats Table\n| Statistic | Count | Description |\n|-----------|-------|-------------|\n| Total APs | 8335 | Total count of all Hotspot 2.0 access points |\n| Residential Locations | 4234 | 50.80% of total locations |\n| Business Locations | 4067 | 48.79% of total locations |\n| OpenRoaming Unsettled | 3 | Count of devices with RCOI matching any OpenRoaming unsettled RCOI |\n| OpenRoaming Settled | 3 | Count of devices with RCOI matching any OpenRoaming settled RCOI |\n| Google Orion Devices | 14 | Count of devices with RCOI containing 'f4f5e8f5f4' |\n| IronWiFi Devices | 3 | Count of devices with RCOI containing 'aa146b0000' |\n| Helium Devices | 7186 | Count of devices with SSID containing 'Helium Mobile' |\n| Helium Free WiFi Devices | 1149 | Count of devices with SSID containing 'Helium Free Wi-Fi' |\n| Other Devices | 0 | Count of devices that do not match any of the above categories |\n\n\n### SSIDS Tracked\n| SSID | Count |\n|------|-------|\n| Helium Mobile | 7186 |\n| Helium Free Wi-Fi | 1149 |\n\n### Unique RCOIs\n| RCOI | Definition | Count |\n|------|------------|-------|\n| 0 | Unknown | 8166 |\n| nan | Unknown | 152 |\n| f4f5e8f5f4 | Google Orion Devices | 14 |\n| aa146b0000 | IronWiFi Devices | 3 |\n| baa2d00000 | OpenRoaming Settled | 3 |\n| 5a03ba0000 | OpenRoaming Unsettled (All) | 3 |\n\n\u003c!-- STATS END --\u003e\n\n## Installation\n\n1. Clone the repository:\n   ```sh\n   git clone https://github.com/yourusername/track-helium-mobile-wifi.git\n   cd track-helium-mobile-wifi\n   ```\n\n2. Set up a virtual environment and activate it:\n   ```sh\n   python -m venv venv\n   source venv/bin/activate  # On Windows, use `venv\\Scripts\\activate`\n   ```\n\n3. Install the required dependencies:\n   ```sh\n   pip install -r requirements.txt\n   ```\n\n4. Create a `.env` file in the root directory with your API credentials:\n   ```env\n   API_NAME=your_api_name\n   API_TOKEN=your_api_token\n   AUTH_HEADER=your_auth_header\n   ```\n\n## Usage\n\n### Scripts\n\n#### map_wigle_devices.py\n\nFetches data from the WiGLE API and saves it to a CSV file.\n\n#### filter_sort_wigle_results.py\n\nFilters and sorts the fetched WiGLE results and processes them for further analysis.\n\n#### generate_map_html.py\n\nGenerates an interactive HTML map using Folium, displaying WiGLE data points. The HTML map files are saved to the `Output` directory and an `archive` subdirectory with the current year appended.\n\n#### generate_map_png.py\n\nGenerates a static PNG map using Matplotlib and Basemap, displaying WiGLE data points. The PNG map files are saved to the `Output` directory and an `archive` subdirectory with the current year appended.\n\n#### update_readme_stats.py\n\nUpdates the `README.md` file with statistics about the WiGLE data.\n\n#### classify_locations.py\n\nClassifies SSIDs from the WiGLE data as Residential, Business, or Public based on heuristics and performs reverse geocoding to add location information. The results are saved to a new CSV file.\n\n### Running the Scripts\n\n1. **Fetch data from WiGLE**:\n   ```sh\n   python scripts/map_wigle_devices.py\n   ```\n\n2. **Filter and sort the results**:\n   ```sh\n   python scripts/filter_sort_wigle_results.py\n   ```\n\n3. **Generate the HTML map**:\n   ```sh\n   python scripts/generate_map_html.py\n   ```\n\n4. **Generate the PNG map**:\n   ```sh\n   python scripts/generate_map_png.py\n   ```\n\n5. **Classify SSIDs and perform reverse geocoding**:\n   ```sh\n   python scripts/classify_locations.py\n   ```\n\n6. **Update the README with statistics**:\n   ```sh\n   python scripts/update_readme_stats.py\n   ```\n\n## Automated Workflow\n\nThe project includes a GitHub Actions workflow that runs the scripts automatically every 24 hours and updates the repository.\n\n## GitHub Pages\n\nThe HTML maps are made available through GitHub Pages. The workflow ensures the HTML files are copied to the `docs` folder, which is configured for GitHub Pages.\n\n## Contributing\n\nContributions are welcome! Please open an issue or submit a pull request.\n\n## License\n\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimeononsecurity%2Ftrack-helium-mobile-wifi","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsimeononsecurity%2Ftrack-helium-mobile-wifi","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimeononsecurity%2Ftrack-helium-mobile-wifi/lists"}