Batch 76: Descriptive Statistics in R | Data Summary, Mean, Median, SD, and More
Автор: Data Analysis &Visualization: R & Python Tutorials
Загружено: 2025-03-28
Просмотров: 32
📊 Welcome to Batch 76! In this tutorial, you'll learn how to perform Descriptive Statistics in R to summarize and explore your dataset. Whether you're a beginner or an experienced analyst, descriptive statistics are essential for data cleaning, exploration, and reporting.
✅ What You’ll Learn in This Video:
✔️ What is Descriptive Statistics?
✔️ How to calculate Mean, Median, Mode, Standard Deviation, and Variance in R
✔️ Using functions like summary(), str(), describe() (from the psych package)
✔️ How to generate frequency tables and ranges
✔️ Best practices for summarizing data in RStudio
📌 Chapters for Easy Navigation:
⏳ 00:00 Introduction
📈 02:10 Overview of Descriptive Statistics
📊 04:30 Summary Statistics in Base R
📦 07:00 Descriptive Stats using the psych Package
📈 09:15 Frequency Tables & Ranges
📢 11:30 Final Tips & Interpretation
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