Pandas Part 6 | Time Series Data Analysis in Python | Dates, Trends & Resampling 🐼📊

Welcome to Pandas Part 6 – Time Series Data Analysis 🚀 In this video, we explore how to work with date and time-based data using Pandas. Time series data is everywhere — sales, logs, website traffic, finance, and analytics — and this lesson will help you understand it step by step. 📌 What you’ll learn in this video: ✔ Converting date columns to datetime ✔ Setting dates as index ✔ Accessing data using dates and ranges ✔ Calculating daily growth and percentage change ✔ Resampling data (daily, weekly, multi-day) ✔ Rolling averages for trend analysis ✔ Finding key insights from time-based data ✔ One simple visualization to understand trends All examples are beginner-friendly, explained clearly, and work perfectly in Google Colab. 📂 GitHub Code: https://github.com/athulyaesther777/P... 🎯 Previous Parts: Pandas Basics → Selection → Cleaning → GroupBy → Merge & Join 👉 Next Video: Pandas Part 7 – Mini Practical Project If you’re learning Python for Data Analysis or Data Science, this series is designed for you. Keep practicing and keep learning! 🚀🐼 Welcome to Pandas Part 6 – Time Series Data Analysis 🚀 In this video, we explore how to work with date and time-based data using Pandas. Time series data is everywhere — sales, logs, website traffic, finance, and analytics — and this lesson will help you understand it step by step. 📌 What you’ll learn in this video: ✔ Converting date columns to datetime ✔ Setting dates as index ✔ Accessing data using dates and ranges ✔ Calculating daily growth and percentage change ✔ Resampling data (daily, weekly, multi-day) ✔ Rolling averages for trend analysis ✔ Finding key insights from time-based data ✔ One simple visualization to understand trends All examples are beginner-friendly, explained clearly, and work perfectly in Google Colab. 📂 GitHub Code: https://github.com/athulyaesther777/P... 🎯 Previous Parts: Pandas Basics → Selection → Cleaning → GroupBy → Merge & Join 👉 Next Video: Pandas Part 7 – Mini Practical Project If you’re learning Python for Data Analysis or Data Science, this series is designed for you. Keep practicing and keep learning! 🚀🐼 pandas part 6 time series pandas pandas datetime pandas resample time series analysis python python pandas tutorial pandas rolling average data analysis python learn pandas python data science pandas google colab #pandas #python #datascience #dataanalysis #timeseries #pyai #coding