For decades, visualization was the final stop on the data journey. It was optional—"good to have" on top of data analytics. Analysts would gather numbers, then clean and process, and only at the ...

The digital world thrives on language. From the simplest customer feedback to the most complex legal documents, text is the lifeblood of information. In 2025, Natural Language Processing (NLP) has ...

imdb_sentiment_pipeline.py: Full end-to-end pipeline script IMDB Dataset.csv: Input dataset (to be downloaded separately) Final output--- Top 5 Misclassified Reviews with Contributing Words ---Review ...

[cite_start]Initial column selection (df[['title', 'text']]) also acts as feature selection. [cite_start]Transformation techniques: The code cleans text using the clean_text function, which involves ...

Curiously, the TIFF party was slightly quieter on the organization’s other Cannes-timed announcement: the debut this fall of ...