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Python Programming Learning Circle

Jul 6, 2023 · Big Data

Analyzing Google Ngram Data with Python and PyTubes

This article demonstrates how to download the Google Ngram 1‑gram dataset, load the roughly 1.4 billion rows with Python and the PyTubes library, use NumPy to compute yearly word‑frequency percentages, filter and plot the trends for the word “Python” and compare it with other programming languages.

Google NgramNumPyPyTubes

0 likes · 8 min read

Analyzing Google Ngram Data with Python and PyTubes

Python Programming Learning Circle

Feb 6, 2023 · Big Data

Reproducing Google Ngram Viewer Trends with Python, NumPy, and PyTubes

This article demonstrates how to download the Google 1‑gram dataset, load the ~1.4 billion rows with Python and NumPy (using the PyTubes library), compute yearly word frequencies, visualize the rise of "Python" and compare it with Pascal and Perl, while discussing performance challenges and future improvements.

Google NgramNumPyPyTubes

0 likes · 8 min read

Reproducing Google Ngram Viewer Trends with Python, NumPy, and PyTubes