Datasets:
Tasks:
Text Generation
Formats:
json
Languages:
English
Size:
10K - 100K
Tags:
physics-filtering
information-theory
entropy-maximization
clean-data
data-curation
pretraining
License:
📋 Datasheet
| Metric | Value |
|---|---|
| Documents | 10,000 |
| Total Tokens | 23,665,387 (23.7M) |
| Tokens/Doc (mean) | 2,367 |
| Tokens/Doc (median) | 1,296 |
| Tokens/Doc (range) | 112 – 102,832 |
| Compression Ratio (mean) | 2.32x |
| Reading Level (mean) | Grade 11.1 |
| Edu Score (mean) | 3.79 |
| Edu Score (median) | 3.73 |
| Edu Score (range) | 3.50 - 5.10 |
| Tokenizer | cl100k_base (BPE) |
Domain Distribution
| Domain | Docs | % |
|---|---|---|
| Biology / Medicine | 3,321 | 33.2% |
| Computer Science | 1,354 | 13.5% |
| Earth / Environmental Science | 1,245 | 12.4% |
| General / Other | 982 | 9.8% |
| Mathematics | 901 | 9.0% |
| Physics | 656 | 6.6% |
| Engineering | 588 | 5.9% |
| Law / Policy | 379 | 3.8% |
| Chemistry | 325 | 3.2% |
| Economics / Finance | 181 | 1.8% |
| Philosophy / Humanities | 68 | 0.7% |
Visualizations
