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Add TsFile (converted from electricsheepafrica/africa-synth-telecom-cell-tower-handover-data-nigeria)

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+ africa_telecom_cell_tower_handover_nigeria.tsfile filter=lfs diff=lfs merge=lfs -text
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  ---
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- license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+ # Africa Synthetic Telecom Cell Tower Handover — Nigeria (TsFile)
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+
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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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+
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+ ## Overview
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+
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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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+
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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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+
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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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+
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+ ## Schema (TsFile structure)
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+
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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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+
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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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+
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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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+
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+ ## Usage
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+
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+ Read the `.tsfile` file with the Apache TsFile Java or Python SDK.
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+
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+ ## Source & license
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+
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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.
africa_telecom_cell_tower_handover_nigeria.tsfile ADDED
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