🔍 5 Quick Sanity Checks Before Data Cleaning in Python 🐍.pandas.#python ,#pandas,#Data Analysy.

"🔍 5 Quick Sanity Checks Before Data Cleaning in Python 🐍

Before diving into data cleaning, ensure your dataset is ready with these 5 essential sanity checks!
1️⃣ Shape Check: Know the dimensions of your data.
2️⃣ Missing Values: Identify and handle null values.
3️⃣ Data Types: Verify column data types for accuracy.
4️⃣ Statistical Summary: Understand your data's distribution with descriptive stats.
5️⃣ Duplicate Check: Spot and manage duplicate rows.

Master these quick checks to streamline your data cleaning process and avoid surprises later! 🚀

#Python #DataCleaning #DataAnalysis #PythonTips #LearnWithAnkith"