Add files using upload-large-folder tool
Browse files- .gitattributes +2 -0
- README.md +90 -0
- rideshare_1.tsfile +3 -0
- rideshare_2.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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rideshare_1.tsfile filter=lfs diff=lfs merge=lfs -text
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rideshare_2.tsfile filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: cc-by-4.0
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annotations_creators:
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- no-annotation
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language_creators:
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- found
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multilinguality:
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- monolingual
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source_datasets:
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- original
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task_categories:
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- time-series-forecasting
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task_ids:
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- univariate-time-series-forecasting
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tags:
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- time-series
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- forecasting
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- benchmark
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- monash-time-series-forecasting-repository
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- monash-tsf
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- tsfile
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- apache-tsfile
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- modality:timeseries
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- Time-series
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- format:tsfile
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pretty_name: rideshare (TsFile format)
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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: "*.tsfile"
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---
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# rideshare (TsFile format)
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156 hourly time series representations of attributes related to Uber and Lyft rideshare services for various locations in New York between 26/11/2018 and 18/12/2018.
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This repository contains the full source `.tsf` series from the Monash Time Series Forecasting Repository converted to [Apache TsFile](https://tsfile.apache.org/) format.
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## Summary
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- Source dataset: [`Monash-University/monash_tsf`](https://huggingface.co/datasets/Monash-University/monash_tsf)
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- Original source: https://zenodo.org/record/5122114
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- Monash subset: `rideshare`
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- Modalities: Time-series
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- Source series: 2,304
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- Rows: 1,246,464 flattened timestamped observations
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- Frequency: `hourly`
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- Forecast horizon metadata: not specified
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- Missing-values metadata: True
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- Equal-length metadata: True
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- Missing target values preserved as NaN: 494,649
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- Series length range: 541 to 541
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- TsFile output: 2 files (rideshare_1.tsfile .. rideshare_2.tsfile)
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## Files
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- `rideshare_1.tsfile`
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- `rideshare_2.tsfile`
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## TsFile Schema
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| Column | Role | TsFile type |
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|---|---|---|
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| `Time` | TIME | INT64 |
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| `series_id` | TAG | STRING |
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| `series_name` | TAG | STRING |
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| `source_location` | TAG | STRING |
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| `provider_name` | TAG | STRING |
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| `provider_service` | TAG | STRING |
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| `type` | TAG | STRING |
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| `start_timestamp` | TAG | STRING |
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| `target` | FIELD | FLOAT |
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## Conversion Notes
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- Each source `.tsf` data row is stored as one TsFile device.
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- Source `.tsf` attributes are stored as TAG columns.
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- The `target` series values are flattened into timestamped rows and stored as a FLOAT FIELD.
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- `Time` is synthesized from the source start timestamp and the `.tsf` frequency metadata, with millisecond precision.
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- Large outputs may be sharded by the TsFile conversion tool; all listed shards belong to the same logical table `rideshare`.
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## Reading Example
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```python
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from tsfile import TsFileReader
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reader = TsFileReader("rideshare_1.tsfile")
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schemas = reader.get_all_table_schemas()
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```
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rideshare_1.tsfile
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd431ba04d1ca828d75ba8594b97519cfbcccf71afb03d0203c483ad249910f2
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size 2157436
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rideshare_2.tsfile
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version https://git-lfs.github.com/spec/v1
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oid sha256:4badf0045e66136eed64010e665bb66e9b92eb9fd1c83474c73fb7b499f1da3c
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size 525828
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