Skip to content

Mansoor64bit/imdb-eda-plotly

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 

Repository files navigation

IMDB Movie Dataset EDA using Plotly

Overview

This project performs Exploratory Data Analysis (EDA) on an IMDB movie dataset using Python and Plotly.

The objective was to analyze movie trends, ratings, genres, and other important variables through interactive visualizations and data-driven insights.


Tools Used

  • Python
  • Pandas
  • NumPy
  • Plotly

Key Analysis Performed

  • Data Cleaning
  • Missing Value Analysis
  • Rating Distribution Analysis
  • Genre Analysis
  • Revenue Analysis
  • Trend Identification
  • Interactive Visualizations

Dataset

The dataset contains movie-related information such as:

  • Movie Title
  • Genre
  • IMDB Rating
  • Revenue
  • Votes
  • Release Year

Project Workflow

  1. Import Dataset
  2. Data Cleaning
  3. Exploratory Data Analysis
  4. Visualization using Plotly
  5. Interpretation of Results

Skills Demonstrated

  • Data Analysis
  • Data Visualization
  • Python Programming
  • Business Insights Generation
  • Exploratory Data Analysis

Files Included

  • Jupyter Notebook
  • Dataset
  • Visualizations

Disclaimer

This project was created for educational and portfolio purposes.

About

Exploratory Data Analysis of IMDB movie dataset using Python, Pandas, and Plotly for interactive visualizations and insights.

Resources

Stars

Watchers

Forks

Releases

Packages

Contributors

Languages