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Update README.md

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@@ -12,4 +12,32 @@ The procedure was the following:
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  The average scores of the good and bad half are 0.0014 and 0.67, respectively. The average score of the whole dataset is 0.33; the median is 0.51.
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  ![](https://huggingface.co/datasets/tomekkorbak/pile-toxicity-balanced/resolve/main/hist.png)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  The average scores of the good and bad half are 0.0014 and 0.67, respectively. The average score of the whole dataset is 0.33; the median is 0.51.
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+ Score histogram:
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  ![](https://huggingface.co/datasets/tomekkorbak/pile-toxicity-balanced/resolve/main/hist.png)
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+ Mean score per Pile subset
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+ | pile_set_name | score | length |
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+ |:------------------|----------:|------------:|
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+ | ArXiv | 0.141808 | 9963.82 |
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+ | Books3 | 0.405541 | 8911.67 |
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+ | DM Mathematics | 0.535474 | 8194 |
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+ | Enron Emails | 0.541136 | 1406.76 |
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+ | EuroParl | 0.373395 | 4984.36 |
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+ | FreeLaw | 0.279582 | 8986.73 |
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+ | Github | 0.495742 | 2184.86 |
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+ | Gutenberg (PG-19) | 0.583263 | 4034 |
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+ | HackerNews | 0.617917 | 3714.83 |
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+ | NIH ExPorter | 0.0376628 | 1278.83 |
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+ | OpenSubtitles | 0.674261 | 14881.1 |
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+ | OpenWebText2 | 0.613273 | 2634.41 |
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+ | PhilPapers | 0.549582 | 9693 |
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+ | Pile-CC | 0.525136 | 2925.7 |
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+ | PubMed Abstracts | 0.0388705 | 1282.29 |
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+ | PubMed Central | 0.235012 | 7418.34 |
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+ | StackExchange | 0.590904 | 2210.16 |
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+ | USPTO Backgrounds | 0.0100077 | 2086.39 |
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+ | Ubuntu IRC | 0.598423 | 4396.67 |
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+ | Wikipedia (en) | 0.0136901 | 1515.89 |
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+ | YoutubeSubtitles | 0.65201 | 4729.52 |