Add TsFile (converted from electricsheepafrica/africa-synth-telecom-cell-tower-handover-data-nigeria)
Browse files- .gitattributes +1 -0
- README.md +86 -1
- africa_telecom_cell_tower_handover_nigeria.tsfile +3 -0
.gitattributes
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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africa_telecom_cell_tower_handover_nigeria.tsfile filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license:
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---
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---
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license: gpl
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task_categories:
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- time-series-forecasting
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language:
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- en
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tags:
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- tsfile
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- timeseries
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- time-series
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- telecom
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- nigeria
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- mobility
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- handover
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pretty_name: Africa Synthetic Telecom Cell Tower Handover (Nigeria) — TsFile
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size_categories:
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- 1M<n<10M
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configs:
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- config_name: default
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data_files:
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- split: train
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path: africa_telecom_cell_tower_handover_nigeria.tsfile
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---
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# Africa Synthetic Telecom Cell Tower Handover — Nigeria (TsFile)
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Apache TsFile version of [`electricsheepafrica/africa-synth-telecom-cell-tower-handover-data-nigeria`](https://huggingface.co/datasets/electricsheepafrica/africa-synth-telecom-cell-tower-handover-data-nigeria).
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## Overview
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A synthetic dataset of cell tower handover events for the Nigerian mobile
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network. Each record describes one handover — a subscriber's connection moving
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from one cell tower to another — including the source and destination towers and
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cities, whether it succeeded, its duration, the signal strength before and after,
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and whether a call or data session was active during the handover.
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The data incorporates authentic Nigerian telecommunications characteristics:
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major cities (Lagos, Abuja, Kano, Port Harcourt, Ibadan, and others), 2G/3G/4G/5G
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network types, and West Africa Time (WAT, UTC+1) event timing.
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- **Scale:** 1,000,000 handovers × 15 columns.
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- **Time span:** 2025-09-01 to 2025-10-01, second resolution.
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- **Cities:** 15 distinct cities (`from_city` / `to_city`).
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- **Handover types:** intracity, intercity.
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- **Network types:** 2G, 3G, 4G, 5G.
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## Schema (TsFile structure)
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This is an event/log table, not a per-entity time series. The high-cardinality
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identifier columns are kept as fields; the device dimension is the set of
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low-cardinality geo/category columns, which yields ~900 device groups
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(from_city × to_city × handover_type × network_type), each a dense per-second
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handover series.
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- **Time** (INT64, milliseconds) — handover timestamp. The source `timestamp`
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is second-aligned, so the millisecond conversion is lossless. The source
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`timestamp` column is replaced by `Time` and not retained as a duplicate field.
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- **from_city, to_city, handover_type, network_type** (TAG) — the device
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dimension. Query one device group with, e.g.,
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`WHERE from_city='Lagos' AND to_city='Lagos' AND handover_type='intracity' AND network_type='4G'`.
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- **event_rank** (TAG, INT64) — a generated disambiguator (0..2) that
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distinguishes concurrent handovers sharing the same (from_city, to_city,
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handover_type, network_type, Time) without altering Time. It is derived only
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from the duplicate order within each device-second group.
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- **handover_id, customer_id, from_tower_id, to_tower_id** (FIELD, STRING) —
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`handover_id` is unique per row, `customer_id` is near-unique (~946k distinct),
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and the tower ids are high-cardinality (~135k each), so all stay as fields
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rather than device keys.
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- **handover_duration_ms, signal_strength_from_dbm, signal_strength_to_dbm**
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(FIELD, INT64) — handover duration and the source/destination signal strength
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in dBm.
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- **handover_success, call_in_progress, data_session_active** (FIELD, BOOLEAN) —
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outcome and activity flags.
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No columns were dropped and no rows were dropped: all 15 source columns and
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1,000,000 rows are preserved.
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## Usage
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Read the `.tsfile` file with the Apache TsFile Java or Python SDK.
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## Source & license
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- Original dataset: https://huggingface.co/datasets/electricsheepafrica/africa-synth-telecom-cell-tower-handover-data-nigeria
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- Author / publisher: electricsheepafrica (Hugging Face)
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- License: the Hugging Face dataset card metadata declares `gpl`, while the
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source README body states "MIT License - For educational and research
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purposes". Please defer to the original dataset for the authoritative terms.
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africa_telecom_cell_tower_handover_nigeria.tsfile
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version https://git-lfs.github.com/spec/v1
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oid sha256:ac35dfd04d75f8381344dd13bf257de3a3b7a31debc10dd3d72babb34245e617
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size 30534377
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