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Feeling inspired to write your first TDS post? Were always open to contributions from new authors.

Some months, our community appears to be drawn to a very tight cluster of topics: a new model or tool pops up, and everyones attention zooms in on the latest, buzziest news. Other times, readers seem to be moving in dozens of different directions, diving into a wide spectrum of workflows and themes. Last month definitely belongs to the latter camp, and as we looked at the articles that resonated the most with our audience, we were struck (and impressed!) by their diversity of perspectives and focal points.

We hope you enjoy this selection of some of our most-read, -shared, and -discussed posts from April, which include a couple of this years most popular articles to date, and several top-notch (and beginner-friendly) explainers.

Every month, were thrilled to see a fresh group of authors join TDS, each sharing their own unique voice, knowledge, and experience with our community. If youre looking for new writers to explore and follow, just browse the work of our latest additions, including Thomas Reid, Rechitasingh, Anna Zawadzka, Dr. Christoph Mittendorf, Daniel Manrique-Castano, Maxime Wolf, Mia Dwyer, Nadav Har-Tuv, Roger Noble and Martim Chaves, Oliver W. Johnson, Tim Sumner, Jonathan Yahav, Nicolas Lupi, Julian Yip, Nikola Milosevic (Data Warrior), Sara Nbrega, Anand Majmudar, Wencong Yang, Shahzeb Naveed, Soyoung L, Kate Minogue, Sean Sheng, John Loewen, PhD, Lukasz Szubelak, Pasquale Antonante, Ph.D., Roshan Santhosh, Runzhong Wang, Leonardo Maldonado, Jiaqi Chen, Tobias Schnabel, Jess.Z, Lucas de Lima Nogueira, Merete Lutz, Eric Boernert, John Mayo-Smith, Hadrien Mariaccia, Gretel Tan, Sami Maameri, Ayoub El Outati, Samvardhan Vishnoi, Hans Christian Ekne, David Kyle, Daniel Pazmio Vernaza, Vu Trinh, Mateus Trentz, Natasha Stewart, Frida Karvouni, Sunila Gollapudi, and Haocheng Bi, among others.

Read more:

Data Science Unicorns, RAG Pipelines, a New Coefficient of Correlation, and Other April Must-Reads - Towards Data Science