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By : Sumit Pandey
EXPLORATORY DATA ANALYSIS
Exploratory data analysis is an approach of analyzing data sets to
summarize their main characteristics.
It is a critical process of performing initial investigations on data.
Used to discover patterns, to spot anomalies, to test hypothesis
and to check assumptions with the help of summary statistics and
graphical representations.
TYPICAL GRAPHICAL TECHNIQUES USED IN EDA
 Box plot
 Histogram
 Multi-vari chart
 Run chart
 Pareto chart
 Scatter plot
 Stem-and-leaf plot
 Parallel
coordinates
 Odds ratio
EDA | Exploratory Data Analysis | Machine Learning | Data Science

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EDA | Exploratory Data Analysis | Machine Learning | Data Science

  • 1. By : Sumit Pandey
  • 2. EXPLORATORY DATA ANALYSIS Exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics. It is a critical process of performing initial investigations on data. Used to discover patterns, to spot anomalies, to test hypothesis and to check assumptions with the help of summary statistics and graphical representations.
  • 3. TYPICAL GRAPHICAL TECHNIQUES USED IN EDA  Box plot  Histogram  Multi-vari chart  Run chart  Pareto chart  Scatter plot  Stem-and-leaf plot  Parallel coordinates  Odds ratio

Editor's Notes

  1. After business understanding ………………………………..EDA comes under Data Exploration which is the 4th step in the Data science lifecycle