Catalog PyPI
PACKAGE EXPLORERView in registry

386finalproject

PyPI

First iteration of final project for Stats 386

Versions collected1
Direct dependencies7From release 0.1.0
Last observed20 Oct, 15:29 UTC

README

Version 0.1.0 documentation

Movie Analysis Package (STAT 386 Final Project)

Isaac Keenan & Nick Bell

This project analyzes profitability trends in U.S. theatrical films released between 2005 and 2025 using data collected from the TMDB (The Movie Database) API. The project implements a complete data science pipeline including data collection, cleaning, analysis, visualization, documentation, and an interactive Streamlit app.


Project Components

  • Data Collection
    • Scripts to collect movie IDs and metadata from the TMDB API
    • API rate limits respected during collection
  • Data Cleaning
    • Filters movies to U.S. theatrical releases with valid budget, revenue, and release dates
      • Final cleaned dataset contains 3,503 movies
  • Analysis & Visualization
    • Exploratory data analysis and statistical tests
    • Visualizations of profit over time, profit by genre, studio performance, and budget–revenue relationships
  • Interactive App
    • Streamlit app for interactive exploration of the cleaned dataset
  • Documentation & Report
    • Quarto website hosted via GitHub Pages
    • Includes package documentation, tutorial, and final written report

Downloads & popularity

2downloads
1-day window · source-reported counts18 Oct 2026
20100
2026-07-21: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-07-21–2026-07-212026-07-22: 6 · observed 2026-10-20T16:09:32.5984630Z · period 2026-07-22–2026-07-222026-07-23: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-07-23–2026-07-232026-07-24: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-07-24–2026-07-242026-07-25: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-07-25–2026-07-252026-07-27: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-07-27–2026-07-272026-07-29: 15 · observed 2026-10-20T16:09:32.5984630Z · period 2026-07-29–2026-07-292026-07-30: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-07-30–2026-07-302026-08-01: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-01–2026-08-012026-08-02: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-02–2026-08-022026-08-03: 6 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-03–2026-08-032026-08-04: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-04–2026-08-042026-08-06: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-06–2026-08-062026-08-08: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-08–2026-08-082026-08-10: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-10–2026-08-102026-08-11: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-11–2026-08-112026-08-13: 5 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-13–2026-08-132026-08-14: 5 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-14–2026-08-142026-08-15: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-15–2026-08-152026-08-16: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-16–2026-08-162026-08-17: 5 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-17–2026-08-172026-08-18: 20 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-18–2026-08-182026-08-19: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-19–2026-08-192026-08-20: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-20–2026-08-202026-08-21: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-21–2026-08-212026-08-23: 7 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-23–2026-08-232026-08-24: 7 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-24–2026-08-242026-08-28: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-28–2026-08-282026-08-31: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-08-31–2026-08-312026-09-01: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-01–2026-09-012026-09-03: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-03–2026-09-032026-09-05: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-05–2026-09-052026-09-07: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-07–2026-09-072026-09-09: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-09–2026-09-092026-09-10: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-10–2026-09-102026-09-12: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-12–2026-09-122026-09-16: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-16–2026-09-162026-09-18: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-18–2026-09-182026-09-20: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-20–2026-09-202026-09-21: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-21–2026-09-212026-09-26: 4 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-26–2026-09-262026-09-27: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-27–2026-09-272026-09-28: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-28–2026-09-282026-09-30: 3 · observed 2026-10-20T16:09:32.5984630Z · period 2026-09-30–2026-09-302026-10-06: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-06–2026-10-062026-10-07: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-07–2026-10-072026-10-08: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-08–2026-10-082026-10-09: 4 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-09–2026-10-092026-10-10: 4 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-10–2026-10-102026-10-11: 1 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-11–2026-10-112026-10-13: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-13–2026-10-132026-10-15: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-15–2026-10-152026-10-18: 2 · observed 2026-10-20T16:09:32.5984630Z · period 2026-10-18–2026-10-18
21 Jul18 Oct

pypistats · 53 observations shown. Missing days are unknown. Source category: overall: without mirrors.

View observed values
Date / source periodValueObserved at
2026-10-18 – 2026-10-1822026-10-20T16:09:32.5984630Z
2026-10-15 – 2026-10-1522026-10-20T16:09:32.5984630Z
2026-10-13 – 2026-10-1322026-10-20T16:09:32.5984630Z
2026-10-11 – 2026-10-1112026-10-20T16:09:32.5984630Z
2026-10-10 – 2026-10-1042026-10-20T16:09:32.5984630Z
2026-10-09 – 2026-10-0942026-10-20T16:09:32.5984630Z
2026-10-08 – 2026-10-0812026-10-20T16:09:32.5984630Z
2026-10-07 – 2026-10-0712026-10-20T16:09:32.5984630Z
2026-10-06 – 2026-10-0612026-10-20T16:09:32.5984630Z
2026-09-30 – 2026-09-3032026-10-20T16:09:32.5984630Z
2026-09-28 – 2026-09-2832026-10-20T16:09:32.5984630Z
2026-09-27 – 2026-09-2712026-10-20T16:09:32.5984630Z
2026-09-26 – 2026-09-2642026-10-20T16:09:32.5984630Z
2026-09-21 – 2026-09-2112026-10-20T16:09:32.5984630Z
2026-09-20 – 2026-09-2022026-10-20T16:09:32.5984630Z
2026-09-18 – 2026-09-1822026-10-20T16:09:32.5984630Z
2026-09-16 – 2026-09-1612026-10-20T16:09:32.5984630Z
2026-09-12 – 2026-09-1212026-10-20T16:09:32.5984630Z
2026-09-10 – 2026-09-1022026-10-20T16:09:32.5984630Z
2026-09-09 – 2026-09-0932026-10-20T16:09:32.5984630Z
2026-09-07 – 2026-09-0712026-10-20T16:09:32.5984630Z
2026-09-05 – 2026-09-0522026-10-20T16:09:32.5984630Z
2026-09-03 – 2026-09-0312026-10-20T16:09:32.5984630Z
2026-09-01 – 2026-09-0112026-10-20T16:09:32.5984630Z
2026-08-31 – 2026-08-3132026-10-20T16:09:32.5984630Z
2026-08-28 – 2026-08-2832026-10-20T16:09:32.5984630Z
2026-08-24 – 2026-08-2472026-10-20T16:09:32.5984630Z
2026-08-23 – 2026-08-2372026-10-20T16:09:32.5984630Z
2026-08-21 – 2026-08-2122026-10-20T16:09:32.5984630Z
2026-08-20 – 2026-08-2022026-10-20T16:09:32.5984630Z
2026-08-19 – 2026-08-1922026-10-20T16:09:32.5984630Z
2026-08-18 – 2026-08-18202026-10-20T16:09:32.5984630Z
2026-08-17 – 2026-08-1752026-10-20T16:09:32.5984630Z
2026-08-16 – 2026-08-1612026-10-20T16:09:32.5984630Z
2026-08-15 – 2026-08-1522026-10-20T16:09:32.5984630Z
2026-08-14 – 2026-08-1452026-10-20T16:09:32.5984630Z
2026-08-13 – 2026-08-1352026-10-20T16:09:32.5984630Z
2026-08-11 – 2026-08-1112026-10-20T16:09:32.5984630Z
2026-08-10 – 2026-08-1012026-10-20T16:09:32.5984630Z
2026-08-08 – 2026-08-0812026-10-20T16:09:32.5984630Z
2026-08-06 – 2026-08-0612026-10-20T16:09:32.5984630Z
2026-08-04 – 2026-08-0432026-10-20T16:09:32.5984630Z
2026-08-03 – 2026-08-0362026-10-20T16:09:32.5984630Z
2026-08-02 – 2026-08-0212026-10-20T16:09:32.5984630Z
2026-08-01 – 2026-08-0112026-10-20T16:09:32.5984630Z
2026-07-30 – 2026-07-3022026-10-20T16:09:32.5984630Z
2026-07-29 – 2026-07-29152026-10-20T16:09:32.5984630Z
2026-07-27 – 2026-07-2722026-10-20T16:09:32.5984630Z
2026-07-25 – 2026-07-2532026-10-20T16:09:32.5984630Z
2026-07-24 – 2026-07-2412026-10-20T16:09:32.5984630Z
2026-07-23 – 2026-07-2332026-10-20T16:09:32.5984630Z
2026-07-22 – 2026-07-2262026-10-20T16:09:32.5984630Z
2026-07-21 – 2026-07-2132026-10-20T16:09:32.5984630Z

Versions 1

Collected releases
VersionPublishedDirect dependenciesOpen version
0.1.018 Dec 20257

Package advisories

0
No matching advisories collected

This describes our collected data; it is not a security assessment.

Metadata history

Meaningful changes
Current collected state Current

Observed since 20 Oct, 15:29 UTC

No superseded metadata states collected. Unchanged observations do not create new revisions.

Record identity

package:11476daed5e96532388c8ee95afe986067c27f7114b4e08b27f86442775a3161