Baselight

Cricket Social Media Dataset

Engagement and Reactions: Analyzing 2000 Posts from the ICC Facebook Page

@kaggle.kanchana1990_icc_social_media_dataset

About this Dataset

Cricket Social Media Dataset

Dataset Description

Dataset Overview

This dataset encompasses a meticulously compiled collection of 2000 posts from the official International Cricket Council (ICC) Facebook page. Each entry captures the dynamic interactions of cricket enthusiasts around the globe, presenting a unique opportunity to explore the trends, sentiments, and patterns within the cricket community. The data was ethically mined today, ensuring up-to-date insights into the latest discussions and opinions circulating among ICC followers.

Data Science Applications

The breadth and depth of this dataset offer a fertile ground for a variety of data science projects, including but not limited to:

  • Sentiment Analysis: Gauge the emotional tone and sentiment of the global cricket community towards events, matches, and players.
  • Trend Analysis: Identify emerging trends in discussions, such as rising popularity of players or reactions to cricketing events.
  • Engagement Analysis: Understand what type of content generates the most engagement in terms of likes, shares, and comments.
  • Network Analysis: Explore the social dynamics and influence patterns within the cricket fan community.
  • Natural Language Processing (NLP): Employ advanced NLP techniques to extract insights, themes, and patterns from textual content.
Column Descriptors

The dataset is structured into four key columns:

  • Comments: Number of comments on each post, reflecting the level of interaction and discussion each topic generates.
  • Likes: Number of likes on each post, indicating the overall popularity and approval from the community.
  • Shares: Number of shares for each post, showing the extent to which content is circulated beyond the immediate audience.
  • Text: The textual content of the post, providing rich qualitative data for textual analysis and insight generation.
Ethically Mined Data

This dataset was ethically mined with strict adherence to privacy and data use policies, ensuring that all information was collected in a manner that respects user privacy and platform guidelines. No personal user data was collected or used in the creation of this dataset.

Acknowledgements

We extend our gratitude to the International Cricket Council (ICC) and Facebook for fostering an engaging and vibrant community where fans from around the world can share their passion for cricket. Their platforms not only bring fans closer to the game but also provide valuable data that can be used to enhance our understanding of sports communities and fan engagement.

This dataset serves as an invaluable resource for data scientists, researchers, and cricket enthusiasts alike, offering insights into the global conversation surrounding one of the world's most beloved sports.

Tables

Icc Fb Page

@kaggle.kanchana1990_icc_social_media_dataset.icc_fb_page
  • 146.45 KB
  • 2000 rows
  • 4 columns
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CREATE TABLE icc_fb_page (
  "comments" BIGINT,
  "likes" BIGINT,
  "shares" BIGINT,
  "text" VARCHAR
);