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Hollywood 2025 Media Hype & Sentiment

Kaggle
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@kaggle.kanchana1990_hollywood_2025_media_hype_and_sentiment

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Avatar 3, FNAF 2, Sonic 3: 500+ News Headlines & Metadata for NLP Analysis

Dataset Description

Dataset Overview

🎬 Tracking the "Blockbuster Battles" of December 2025

This dataset provides a real-time snapshot of the media landscape surrounding the most anticipated movie releases of late 2025. It aggregates hundreds of news headlines to quantify the "Hype Cycle" and "Critical Sentiment" for major films before they hit the box office.

Targeted Movies:

  • Avatar: Fire and Ash (Sci-Fi / 20th Century Studios)
  • Five Nights at Freddy's 2 (Horror / Blumhouse)
  • Sonic the Hedgehog 3 (Action / Paramount)
  • Nosferatu (Gothic Horror)
  • Mickey 17 (Sci-Fi)

Data Science Applications

  • NLP Sentiment Analysis: Classify news coverage as Positive (Hype) vs. Negative (Backlash).
  • Topic Modeling: Identify unique narrative themes for each movie (e.g., Avatar = "Visuals", FNAF = "Lore").
  • Trend Forecasting: Correlate news volume with "Star Power" (Director/Cast metadata).

Column Descriptors

Column Description
Movie_Tag Target label (e.g., "Avatar_Fire_and_Ash").
Title Full news headline text (Primary NLP Feature).
Source Publisher name (e.g., Variety, IGN).
Publish_Date UTC Timestamp of publication.
Director Metadata: Film director (e.g., James Cameron).
Key_Cast Metadata: Lead actors (e.g., Sam Worthington).
Description_Snippet Short summary of the article content.

Ethically Mined Data

  • Source: Public Google News RSS Feeds.
  • License: ODC-BY (Open Data Commons Attribution).
  • Update Frequency: Snapshot (Dec 10, 2025).

Acknowledgements

Image Credits Dall-E3.
Data aggregated from Google News.


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