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Data Science Academy · Lesson

Profile Every Column

Types, ranges, and unique counts at a glance.

Meet Every Column First

Before any fancy analysis, get to know each field. Profiling means learning each column's type, range, and quirks one by one. 🔍

Start With info

One call gives you column names, counts, and dtypes at a glance. Run info the moment a DataFrame loads to see its skeleton.

df.info()

All lessons in this course

  1. Frame the Questions First
  2. Profile Every Column
  3. Univariate Then Bivariate
  4. Write Down What You Found
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