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Duplicate from GridGrapher/osm-power-grid
Browse filesCo-authored-by: GridGrapher <GridGrapher@users.noreply.huggingface.co>
- .gitattributes +60 -0
- README.md +71 -0
- extract/README.md +10 -0
- extract/generators.parquet +3 -0
- extract/substations.parquet +3 -0
- extract/transformers.parquet +3 -0
- extract/transmission_lines.parquet +3 -0
- processed/transmission/power_grid_edges.parquet +3 -0
- processed/transmission/power_grid_vertices.parquet +3 -0
- raw/power_nodes.parquet +3 -0
- raw/power_ways.parquet +3 -0
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# Audio files - uncompressed
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README.md
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---
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license: odbl
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task_categories:
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- graph-ml
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- other
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tags:
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- openstreetmap
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- osm
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- power-grid
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- electricity
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- energy
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- infrastructure
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- geospatial
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- graph
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pretty_name: OSM Global Power Grid
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configs:
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- config_name: extract
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data_files:
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- split: generators
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path: extract/generators.parquet
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- split: substations
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path: extract/substations.parquet
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- split: transformers
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path: extract/transformers.parquet
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- split: transmission_lines
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path: extract/transmission_lines.parquet
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- config_name: processed
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data_files:
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- split: power_grid_edges
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path: processed/transmission/power_grid_edges.parquet
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- split: power_grid_vertices
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path: processed/transmission/power_grid_vertices.parquet
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- config_name: raw
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default: true
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data_files:
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- split: power_nodes
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path: raw/power_nodes.parquet
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- split: power_ways
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path: raw/power_ways.parquet
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---
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# OSM Global Power Grid
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Global electricity infrastructure extracted from [OpenStreetMap](https://openstreetmap.org),
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converted to Parquet for analysis and ML use. Snapshot date: 2026-03-29.
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## Usage
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```python
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import pandas as pd
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edges = pd.read_parquet("hf://datasets/GridGrapher/osm-power-grid/processed/transmission/power_grid_edges.parquet")
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```
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## License
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[OpenStreetMap contributors](https://www.openstreetmap.org/copyright), [ODbL](https://opendatacommons.org/licenses/odbl/).
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## Files
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| Path | Description |
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|------|-------------|
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| `raw/power_ways.parquet` | All OSM ways tagged `power=*` |
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| `raw/power_nodes.parquet` | All OSM nodes tagged `power=*` |
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| `extract/transmission_lines.parquet` | Ways: `power` ∈ {line, cable, minor_line} |
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| `extract/substations.parquet` | Nodes: `power=substation` |
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| `extract/generators.parquet` | Nodes: `power` ∈ {generator, plant} |
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| `extract/transformers.parquet` | Nodes: `power=transformer` |
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| `processed/transmission/power_grid_edges.parquet` | Tower-to-tower edges with coordinates |
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| `processed/transmission/power_grid_vertices.parquet` | Unique tower/node coordinates |
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extract/README.md
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# Extracted Subsets
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> Auto-generated on 2026-03-29 12:15 UTC
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| File | Source | Filter | Description |
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|------|--------|--------|-------------|
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| `transmission_lines.parquet` | ways | `power_value IN ('line', 'cable', 'minor_line')` | Transmission line ways (power=line, cable, minor_line) |
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| `substations.parquet` | nodes | `power_value = 'substation'` | Substation nodes (power=substation) |
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| `generators.parquet` | nodes | `power_value IN ('generator', 'plant')` | Generator/plant nodes (power=generator, power=plant) |
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| `transformers.parquet` | nodes | `power_value = 'transformer'` | Transformer nodes (power=transformer) |
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extract/generators.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:54073b24651d57892178f661d8c373dbe5426be790fccf356a82fdf17ad9059d
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size 23821719
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extract/substations.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:dc3cf0d757d530018df00a503805fc76416f4d4b4d090cfc3abaea5b0f5f3969
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size 5183229
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extract/transformers.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:256bf519b2577dd436a2106e7857aa024760c75a07ce4c931acb71fe08c17f57
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size 5001743
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extract/transmission_lines.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:3c193eae2a96dee9bcd3c05cfddcce77e80e2f67a1674557a86d1ddef50e35e9
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size 111326031
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processed/transmission/power_grid_edges.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:a5d5d9ef4dc147626111a06358f5318010f8ac031faa886c01843dfa209fab72
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size 740572411
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processed/transmission/power_grid_vertices.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:da657b83a15912a06ca39779b51d2135bfe55042dc4d7242fd64ea219754ff06
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size 363945365
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raw/power_nodes.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:234a1031850e5b62c7c8c1c1bff56a1c3c8bf9f4b596fd8b30817802855a3b39
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size 662584384
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raw/power_ways.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:536d2926e16f8efebb2700c1a5fc9e6a5872520cc49e9752ab29f8b06cdaaf0b
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size 204576070
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