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Data Science Academy · Lesson

Build a DataFrame From Scratch

From dicts, lists, and arrays.

Why Build Your Own

Before loading real files, building a small DataFrame by hand lets you test ideas and learn the structure with zero setup. 🧪

Import pandas First

Every project starts the same way: import pandas under the nickname pd. That short alias is a universal convention you will see everywhere.

import pandas as pd

All lessons in this course

  1. Rows, Columns, and the Index
  2. Build a DataFrame From Scratch
  3. head, info, and describe
  4. Add, Rename, and Drop Columns
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