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Topic: pandas

Pandas Basics

Pandas Basics

Table of Contents Frequency Table using pd.crosstab References What is Pandas Pandas is a library…

  • python
  • data-analysis
  • pandas
EDA - Exploratory Data Analysis

EDA - Exploratory Data Analysis

Purpose Companies usually collect a lot of data over time. Once they have enough data, they realize…

  • python
  • data-analysis
  • pandas
  • data-visualization
Data Visualization and EDA

Data Visualization and EDA

Purpose Understanding various types of Plots available for analyzing data Prologue Data…

  • python
  • data-analysis
  • pandas
  • data-visualization
Standardisation of Data

Standardisation of Data

Purpose Whatever data you get will most likely not be in a format that can be processed directly…

  • python
  • data-analysis
  • pandas
Operations on Pandas DataFrames

Operations on Pandas DataFrames

Merging DataFrames Note: can be set to left / right / inner / outer and it is similar to SQL is…

  • python
  • data-analysis
  • pandas
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