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

Описание: 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! 🚀🐼

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