/movie-data

IMDB Movie Analysis using Python

Primary LanguageJupyter Notebook

movie-data

Problem Statement:

  1. To perform exploratory data analysis on the IMDB movie data-set.

Analysis Approach:

  1. At first I tried to understand the data better, and then started the cleaning process using python.
  2. I have used Jupyther Notebook to perform the analysis.
  3. I have dropped the missing values and duplicate values since they are small in number. Also I have dropped unwanted columns and replaced ‘None’ values with most common values.
  4. I have then analysed the data using statistical analysis and prepared charts where-ever required.

Insights:

  1. Top 10 profitable movies and directors

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  1. Top 10 IMDB movies

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  1. Top 10 Movie Genres

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  1. Critic favorite and User favorite actors

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  1. Users vote for movies over the decades

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Please have a look at the attached code for detailed analysis and insights.