| Found 5000 parquet files | |
| Using 5000 files for visualization | |
| Processing batches: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 500/500 [20:47<00:00, 2.49s/it] | |
| Processing took 1247.23 seconds | |
| Dataset Information: | |
| ================================================== | |
| Total number of rows: 999,949 | |
| Total number of sentences: 43,502,821 | |
| Columns in the dataset: | |
| ['id', 'url', 'title', 'text', 'text_sentences', 'text_sentences_sonar_emb'] | |
| Data types: | |
| id object | |
| url object | |
| title object | |
| text object | |
| text_sentences object | |
| text_sentences_sonar_emb object | |
| dtype: object | |
| Sample rows: | |
| ================================================== | |
| id url ... text_sentences text_sentences_sonar_emb | |
| 0 10216302 https://en.wikipedia.org/wiki/Softly%20%28Leah... ... ["Softly" is the debut single of J-pop singer,... [[-0.0034370310604572296, 0.008782931603491306... | |
| 1 10216303 https://en.wikipedia.org/wiki/Les%20Cours%20Mo... ... [Les Cours Mont-Royal is an upscale shopping m... [[-0.005732763092964888, -0.002733317669481039... | |
| 2 10216327 https://en.wikipedia.org/wiki/Donnington%20Air... ... [Donnington Airpark is located on the Flinder... [[-0.002426045248284936, 0.009364479221403599,... | |
| 3 10216334 https://en.wikipedia.org/wiki/Alvarez%27%20syn... ... [Alvarez' syndrome is a medical disorder in wh... [[-0.0017775380983948708, -0.00520429573953151... | |
| 4 10216337 https://en.wikipedia.org/wiki/Wentworth%20Street ... [Wentworth Street is a Lower City arterial roa... [[-0.00023636694822926074, -0.0143548985943198... | |
| [5 rows x 6 columns] | |
| Basic Statistics: | |
| ================================================== | |
| Text length - Mean: 3478.70, Median: 1865.00 | |
| Text length - Min: 10, Max: 353,288 | |
| Text length - 25th percentile: 827.00 | |
| Text length - 75th percentile: 3897.00 | |
| Sentence count - Mean: 43.51, Median: 27.00 | |
| Sentence count - Min: 1, Max: 9,109 | |
| Sentence count - 25th percentile: 14.00 | |
| Sentence count - 75th percentile: 49.00 | |
| Sentence length - Mean: 78.48, Median: 48.00 | |
| Sentence length - Min: 0, Max: 554 | |
| Sentence length - 25th percentile: 20.00 | |
| Sentence length - 75th percentile: 130.00 |