Add v3: 16 regions × (nodes + edges), 8 time slots × weekday/weekend
Browse files- README.md +85 -0
- busan_osm_v3_edges.parquet +3 -0
- busan_osm_v3_nodes.parquet +3 -0
- chungbuk_osm_v3_edges.parquet +3 -0
- chungbuk_osm_v3_nodes.parquet +3 -0
- chungnam_osm_v3_edges.parquet +3 -0
- chungnam_osm_v3_nodes.parquet +3 -0
- daegu_osm_v3_edges.parquet +3 -0
- daegu_osm_v3_nodes.parquet +3 -0
- daejeon_osm_v3_edges.parquet +3 -0
- daejeon_osm_v3_nodes.parquet +3 -0
- gangwon_osm_v3_edges.parquet +3 -0
- gangwon_osm_v3_nodes.parquet +3 -0
- gwangju_osm_v3_edges.parquet +3 -0
- gwangju_osm_v3_nodes.parquet +3 -0
- gyeongbuk_osm_v3_edges.parquet +3 -0
- gyeongbuk_osm_v3_nodes.parquet +3 -0
- gyeonggi_osm_v3_edges.parquet +3 -0
- gyeonggi_osm_v3_nodes.parquet +3 -0
- gyeongnam_osm_v3_edges.parquet +3 -0
- gyeongnam_osm_v3_nodes.parquet +3 -0
- incheon_osm_v3_edges.parquet +3 -0
- incheon_osm_v3_nodes.parquet +3 -0
- jeonbuk_osm_v3_edges.parquet +3 -0
- jeonbuk_osm_v3_nodes.parquet +3 -0
- jeonnam_osm_v3_edges.parquet +3 -0
- jeonnam_osm_v3_nodes.parquet +3 -0
- sejong_osm_v3_edges.parquet +3 -0
- sejong_osm_v3_nodes.parquet +3 -0
- seoul_osm_v3_edges.parquet +3 -0
- seoul_osm_v3_nodes.parquet +3 -0
- ulsan_osm_v3_edges.parquet +3 -0
- ulsan_osm_v3_nodes.parquet +3 -0
README.md
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---
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license: cc-by-nc-4.0
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language:
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- ko
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- en
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tags:
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- transportation
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- road-network
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- routing
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- eta
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- korea
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- osm
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- ktdb
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size_categories:
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- 100K<n<1M
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pretty_name: Korea Road Network ETA (v3)
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---
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# Korea Road Network ETA (v3)
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16개 광역지자체 도로망 그래프. 시간대별 평균 통행속도(p50)가 부착되어 있어
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ETA(예상소요시간) 산정·라우팅·배차 시뮬레이션에 바로 사용 가능합니다.
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## Contents
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각 region 마다 self-contained 파일 두 개:
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- `{region}_osm_v3_nodes.parquet` — 노드 (`node_id`, `lat`, `lon`)
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- `{region}_osm_v3_edges.parquet` — 엣지 (`source`, `target`, `length_m`,
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`highway`, `oneway`, `ktdb_matched`, …, **시간대별 속도 컬럼**)
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### Regions (16)
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`seoul`, `busan`, `daegu`, `incheon`, `gwangju`, `daejeon`, `ulsan`, `sejong`,
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`gyeonggi`, `gangwon`, `chungbuk`, `chungnam`, `jeonbuk`, `jeonnam`,
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`gyeongbuk`, `gyeongnam`
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### Speed columns (8 slots × weekday/weekend)
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스키마: `{day_type}_{slot}_p50` (단위: km/h)
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- `day_type` ∈ {`weekday`, `weekend`}
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- `slot` ∈
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- **observed** (KTDB 직접 관측): `am_peak`, `midday`, `pm_peak`, `offpeak`
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- **derived** (관측 4슬롯에서 도출): `am_shoulder`, `afternoon`,
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`pm_shoulder`, `night`
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도출 규칙은 도로 위계 그룹별로 다른 가중치/계수를 사용 — 자세한 내용은
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프로젝트 코드(`phase_d_attach.py`) 참조.
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## Quick start
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```python
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import pandas as pd
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nodes = pd.read_parquet("seoul_osm_v3_nodes.parquet")
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edges = pd.read_parquet("seoul_osm_v3_edges.parquet")
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# Edge travel time (sec) at AM peak
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speed_kmh = edges["weekday_am_peak_p50"].clip(lower=5.0)
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edges["tt_sec"] = edges["length_m"] / (speed_kmh * 1000 / 3600)
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```
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scipy 또는 networkx 등 일반 라우팅 라이브러리에 그대로 투입 가능합니다.
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## Provenance
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- **Topology**: OpenStreetMap (ODbL) — 2026년 추출
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- **Speeds**: 한국교통DB (KTDB) 링크별 시간대 통행속도 (2024년 관측)
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- **Pipeline**: `phase_a` (6시간 프로파일) → `phase_b` (regional fallback) →
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`phase_c` (위계 클립) → `phase_d` (attach + derived slots)
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## License
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Code & derivative speed values: CC BY-NC 4.0
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원본 출처(OSM, KTDB)의 라이선스를 함께 준수해 주세요.
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## Citation
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학술 인용 시:
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```
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CAMUS Lab, "Korea Road Network ETA dataset (v3)",
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HuggingFace, 2026. https://huggingface.co/datasets/CAMUS-LAB/data-road_network_eta
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```
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gangwon_osm_v3_edges.parquet
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sejong_osm_v3_edges.parquet
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|
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version https://git-lfs.github.com/spec/v1
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sejong_osm_v3_nodes.parquet
ADDED
|
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|
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version https://git-lfs.github.com/spec/v1
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|
seoul_osm_v3_edges.parquet
ADDED
|
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|
|
|
|
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version https://git-lfs.github.com/spec/v1
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oid sha256:61e6766ca0aec1fa7164c322c51be2759684eba6fe5e09aebdd5daf499f1c6d8
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seoul_osm_v3_nodes.parquet
ADDED
|
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version https://git-lfs.github.com/spec/v1
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ulsan_osm_v3_edges.parquet
ADDED
|
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version https://git-lfs.github.com/spec/v1
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ulsan_osm_v3_nodes.parquet
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|
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version https://git-lfs.github.com/spec/v1
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