Finding Temporal Patterns in Twitter Posts: Exploratory Data Analysis with Python

Clustering of Twitter data with Python, K-Means, and t-SNE

Dmitrii Eliuseev
Towards Data Science
17 min readMay 26, 2023

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Tweet clusters t-SNE visualization, Image by author

In the article “What People Write about Climate” I analyzed Twitter posts using natural language processing, vectorization, and clustering. Using this technique, it is possible to find distinct groups in unstructured text data…

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Python/IoT developer and data engineer, data science and electronics enthusiast