https://github.com/uva-bi-sdad/sdc.broadband.ookla
https://github.com/uva-bi-sdad/sdc.broadband.ookla
Last synced: about 2 months ago
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- Host: GitHub
- URL: https://github.com/uva-bi-sdad/sdc.broadband.ookla
- Owner: uva-bi-sdad
- Created: 2023-07-25T16:36:31.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2025-01-27T17:36:17.000Z (4 months ago)
- Last Synced: 2025-02-07T10:30:00.472Z (3 months ago)
- Language: Jupyter Notebook
- Size: 29.6 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
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README
# sdc.broadband.ookla
Staging repository for extracting and chunking [ookla data](https://github.com/teamookla/ookla-open-data)
## Graph
```mermaid
graph LR;
year=2022-->Ookla;
Ookla-->avg_d_mbps;
Ookla-->avg_u_mbps;
Ookla-->tests;
Ookla-->devices;
Ookla-->q;
Ookla-->year;
```
## Column Descriptions
Descriptions of columns [here](https://github.com/teamookla/ookla-open-data)
| Field Name | Type | Description | Notes |
|-------------------|-------------|-----------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| `avg_d_kbps` | Integer | The average download speed of all tests performed in the tile, represented in kilobits per second. | |
| `avg_u_kbps` | Integer | The average upload speed of all tests performed in the tile, represented in kilobits per second. | |
| `avg_lat_ms` | Integer | The average latency of all tests performed in the tile, represented in milliseconds | |
| `avg_lat_down_ms` | Integer | The average latency under load of all tests performed in the tile as measured during the download phase of the test. Represented in ms. | Parquet-only. Added 2023-02-23 beginning in Q4 2022 dataset. This column is sparsely populated-- some rows will have a null value as not all versions of Speedtest can perform this measurement. |
| `avg_lat_up_ms` | Integer | The average latency under load of all tests performed in the tile as measured during the upload phase of the test. Represented in ms. | Parquet-only. Added 2023-02-23 beginning in Q4 2022 dataset. This column is sparsely populated-- some rows will have a null value as not all versions of Speedtest can perform this measurement. |
| `tests` | Integer | The number of tests taken in the tile. |
| `devices` | Integer | The number of unique devices contributing tests in the tile. |
| `quadkey` | Text | The quadkey representing the tile. |
| `tile_x` | Numeric | X coordinate of the tile's centroid.| Added 2023-07-01 beginning in the Q2 2023 dataset.
| `tile_y` | Numeric | Y coordinate of the tile's centroid.| Added 2023-07-01 beginning in the Q2 2023 dataset.
## Example data
```python
GEOID20 avg_d_mbps avg_u_mbps tests devices avg_lat_ms year q
0 130939701001026 174.795 16.958 4 3 24 2022 1
1 130939701001026 267.409 38.674 2 2 22 2022 1
2 130939701001026 209.803 17.265 1 1 16 2022 1
3 130939701001057 174.795 16.958 4 3 24 2022 1
4 130939701001048 174.795 16.958 4 3 24 2022 1
... ... ... ... ... ... ... ... ..
1788 130939701001084 292.921 186.197 67 11 158 2022 4
1789 130939701001088 9.953 2.728 1 1 800 2022 4
1790 130939703001060 33.983 4.801 1 1 616 2022 4
1791 130939703001058 33.983 4.801 1 1 616 2022 4
1792 130939703001059 33.983 4.801 1 1 616 2022 4
```