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