THULab/warp_Research

Warp Research Dataset (TsFile)

Apache TsFile version of `GotThatData/warp_Research`.

Overview

Experimental results from warp-field research, focused on the relationship between warp factors, energy efficiency, and field characteristics.

• —Records: ~19,700.
• —Time period: January 2025.
• —Features: 15 variables including derived metrics (warp_factor, expansion_rate, stability_score, max_field_strength, avg_field_strength, energy_efficiency, efficiency_ratio, field_strength_ratio, …).
• —Tasks: tabular regression (predict energy efficiency), time-series forecasting, and warp-factor optimization.

The original train / validation / test split (80/10/10) is preserved as separate TsFile files under data/.

Schema (TsFile structure)

• —Time — the experiment timestamp.
• —source_file / data_source (TAG) — source file and collection source.
• —All measurement and derived columns are FIELDs.

Rows without a timestamp cannot sit on a TsFile time axis; they are excluded from the main files and preserved under invalid_timestamp_rows/ for traceability. The original uppercase Data/ directory is mirrored unchanged for reference.

Usage

Read the .tsfile files with the Apache TsFile Java or Python SDK.

Source & license

• —Original dataset: https://huggingface.co/datasets/GotThatData/warp_Research
• —Author: GotThatData
• —License: MIT