final-movie-analysis 1.0.0

A package that scrapes movie data from Universal Studios and analyzes it.

final-movie-analysis

A little package for analyzing universal studios movies from 2014-2024

Description

This package demonstrates:

• How to scrape movie information from the web for a dirty dataset and clean it (data_creation)
• View the dataset (print_dataset_head)
• How to analyze a movie dataset (do_analysis_specific)
• How to check missingness in the dataset (get_NAs)
• How do it all in one step (totality)
• How to analyze feature importance (do_ml_analysis_plots, do_ml_analysis_numbers, ml_analysis_findings)
• How to analyze feature significance (season_significance, rating_significance, genre_significance, production_method_significance)
• How to analyze factor relation (factors_analysis, earnings_correlation, season_earnings, genre_earnings, production_method_earnings, ratings_earnings)
• How to analyze a feature over time (graph_revenue, graph_revenue_by_year, graph_revenue_and_profit, analyze_revenue)
• How to check one feature specifically (describe_revenue)
• How to interpret analysis (factors_findings, revenue_findings)

Installation

pip install final-movie-analysis

Usage

import sys, os
sys.path.append(os.path.abspath("src"))
from final_movie_analysis.functions import totality
#Create and analyze the data
totality()

Dependencies

• requests>=2.32.5
• bs4>=0.0.2
• numpy>=2.3.4
• pandas>=2.3.3
• matplotlib>=3.10.7
• lxml>=6.0.2
• scipy>=1.16.3
• scikit-learn>=1.7.2
• shap>=0.49.1
• pingouin>=0.5.5

License

MIT