Binning in Python Binning in Python Binning in

Binning in Python

Binning in Python

Binning in python pandas

Turning categorical variables into quantitative variables in Python

Categorical Variables

Categorical numeric

Dummy variables in python pandas

Part 2: Exploratory Data Analysis

https: //en. wikipedia. org/wiki/Exploratory_data_analysis

Exploratory Data Analysis(EDA)

Basic of Grouping Learning objectives ANOVA Correlation statistic

Descriptive Statistics - value_count() q. Summarize categorical data by using the value_counts method

Descriptive Statistics – Box Plots

Box Plots - Example

Scatterplot - Example

Group. By in Python

Group. By() Example

Pandas method - pivot()

Heatmap

Analysis of Variance (ANOVA)

Analysis of Variance (ANOVA)

ANOVA

ANOVA – F-test

ANOVA s

Analysis of Variance (ANOVA)

ANOVA

Correlation

Correlation

Correlation – positive Linear relationship

Correlation – negative Linear relationship

Correlation - Statistics

Pearson Correlation

Pearson Correlation https: //en. wikipedia. org/wiki/Correlation_and_dependence

Pearson Correlation - Example