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Exploratory Data Analysis in modern Movie Dataset

Jupyter Notebook 100.00%
machine-learning ipynb datasets tsv exploratory-data-analysis pandas sklearn

bigdata_movie's Introduction

Exploratory Data Analysis in modern Movie Dataset

This project is to classify the movie ROI rate and predict the revenue in online movie dataset of IMDb and TMDb from 1980 to 2017 by using visualization and machine learning algorithms

RMIT University in Vietnam

Course: EEET2574 Big Data in Engineering

Semester: 2020B

Assessment: Big Data Project

Date: 27/09/2020

Link for the whole project: https://drive.google.com/drive/folders/1a_Ot_xloD-2mZQhzNvMSPQK6MGsnqbvb?usp=sharing

Required datasets:

  • name.tsv
  • title.tsv
  • IMDb movies.csv
  • movies_metadata.csv
  • cast.csv
  • IMDb ratings.csv

Please run Jupyter Notebook files in exact order:

  1. extract.ipynb
  2. data.ipynb
  3. statistic.ipynb
  4. modeling.ipynb

Please find pdf file for the report

bigdata_movie's People

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