Python for Data Analysis using Pandas (1/2)

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Table of contents
0:01:51 - (1) Setup
0:01:51 - (1.1) Installing Python and packages
0:06:48 - (1.2) Importing packages
0:12:28 - (2) Importing data
0:12:28 - (2) Importing data
0:14:12 - (2.1) Importing .csv files
0:15:46 - (2.2) Other ways of creating DataFrames
0:23:37 - (2.3) Changing names and data types
0:30:25 - (3) Summarizing data
0:30:25 - (3.1) Peeking at the data
0:32:00 - (3.2) Null values and summary statistics
0:43:38 - (3.3) Unique values, value counts and sorting
0:47:52 - (3.4) Basic visualizations
0:51:42 - (4) Selecting and computing new columns
0:51:42 - (4.1) Accessing rows, columns and data
0:54:50 - (4.2) Selecting subsets of columns
0:58:52 - (4.3) Selecting subsets of rows
01:12:09 - (4.4) Selecting subsets of rows and columns
01:04:48 - (4.5) Creating new columns
01:09:32 - (4.6) Applying functions
  1. webel od
  2. python
  3. pandas
  4. data
  5. analysis
  6. statistics
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