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Post🐼 Pandas Tip df. info() vs df.describe()

22 August 2026
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Python Programming
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🐼 Pandas Tip df. info() vs df.describe() Before analyzing a dataset, understand what’s inside it. 🔹 df. info() → Dataset structure • Columns & data types • Non-null values • Memory usage 👉 Great for spotting missing values and incorrect data types. 🔹 df. describe() → Statistical summary • Count, mean, std • Min, max & quartiles 👉 Useful for understanding distributions and spotting potential outliers. 💡 Pro Tip: Use both at the start of your EDA to quickly understand your dataset before modeling or visualization. Small Pandas habits → Better Data Analysis. 🚀
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