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Basic Data Analysis
pandas
pandas
data structures
data loading
data inspection
data cleaning
data preparation
data manipulation
missing values
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Introduction to pandas
LESSON
Import pandas library
CHALLENGE
Load CSV file
CHALLENGE
Get first 3 rows of pandas DataFrame
CHALLENGE
Get column from pandas DataFrame
CHALLENGE
Slice rows from pandas DataFrame
CHALLENGE
Slice rows and columns from pandas DataFrame
CHALLENGE
Filtering pandas data frames
LESSON
Filter rows and from pandas DataFrame
CHALLENGE
Filter rows based on multiple conditions
CHALLENGE
Descriptive statistics of pandas DataFrames
LESSON
Exercise: Get summary statistics
CHALLENGE
Exercise: Get number of unique values
CHALLENGE
Create scatter plot with pandas columns
CHALLENGE