Git Product home page Git Product logo

movie_correlation_project's Introduction

Find Correlation between Movies Features

Overview

The goal of this project is to investigate a dataset of Movies records from 1980 to 2020. The data includes some attributes of movies. The analysis should be focused on finding correlation influencing movies gross revenue.

The original data set can be found here: https://www.kaggle.com/danielgrijalvas/movies

Findings

The most important findings are:

  • The movies are recorded from 1980 to 2020.
  • Budget and votes have the highest correlation to gross revenue with value of 0.711 and 0.629.
  • The least correlated features are runtime and score with values of 0.24 and 0.18 respectively.

Statistical Analysis Scope

  • Data Wrangling
  • Exploratory Data Analysis (EDA)
  • Examination of central tendency and spread
  • Data visualizations

Tools

  • Python, libraries: numpy, pandas, matplotlib, seaborn, datetime.
  • Jupyter Lab

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.