New time‑series cookbook out
The 2nd edition of 'Time Series Analysis with Python Cookbook' (812 pages) was publicized as covering everything from exploratory analysis to advanced forecasting and anomaly detection — pitched as a hands‑on resource for econometric time‑series projects. The announcement landed as a recommended practical reference for forecasting and trading model work (x.com).
Tarek A. Atwan is credited as the author and Packt Publishing as the publisher, with Packt listing a January 2026 publication and print ISBN 9781805124283 and eBook ISBN 9781805122999. (packtpub.com)) Packt’s product page shows list pricing around US$59.99 for the paperback and roughly US$43.19 for the eBook, plus a Packt subscription option priced at US$19.99 per month. (packtpub.com)) The new material explicitly calls out added chapters on probabilistic forecasting and frequency‑domain/signal‑processing techniques and notes fresh transformer content and library updates for Pandas, Polars, Sktime, statsmodels, statsforecast, Darts, and Prophet. (packtpub.com)) Packt hosts an official GitHub repo that contains the book’s Jupyter notebooks, dataset files, 117 commits, and visible repo metadata showing about 72 stars and 38 forks; the repo also marks two bonus chapters (probabilistic forecasting and frequency‑domain analysis) as GitHub‑exclusive. (github.com)) Several recipes include database and cloud‑warehouse examples with concrete code snippets using psycopg for PostgreSQL and extraction examples for Snowflake, and each chapter folder in the repo supplies reproducible environment configs (pyproject.toml, uv.lock) or requirements.txt files. (packtpub.com)) Third‑party retailers and eBook vendors list varying retail prices—eBooks.com shows a US$53.99 price for the eBook while AbeBooks and Books-A-Million list new paperback copies in the mid‑$60 range. (ebooks.com)) Atwan’s professional profile and Packt’s author page describe him as a long‑time practitioner, founder of Ensemble Methods, and an instructor with multi‑year consulting experience, positioning the publication as a practitioner‑focused code bank with downloadable project material. (tarekatwan.com))
