Overview
This dataset encapsulates sentiments expressed on the International Cricket Council (ICC) Facebook page, relating to Pathum Nissanka's exceptional 210 not out in a 50-over match against Afghanistan. It presents a broad spectrum of global reactions, capturing the collective enthusiasm and admiration from the cricket community.
Data Science Application:
The dataset serves as a vital resource for scholars and researchers focusing on sentiment analysis and natural language processing (NLP). It offers a unique opportunity to explore social media engagement within the sports domain, providing insights into how significant sporting events resonate across digital platforms.
Column Descriptors:
- Date: The timestamp indicating when each comment was posted.
- Profile Name: An anonymized identifier for the Facebook user who posted the comment.
- Text: The content of the comment, reflecting the user's thoughts and reactions.
- Likes Count: The number of likes on the comment, serving as a measure of its popularity and engagement.
In adherence to ethical standards and privacy considerations, this dataset anonymizes user identifiers using SHA-256 hashing. This measure ensures the privacy of individuals while allowing for meaningful analysis of public sentiments.
Commitment to Privacy:
The anonymization of profile names underscores a steadfast commitment to safeguarding personal privacy. By transforming identifiable information into secure, irreversible hashes, the dataset upholds the principles of confidentiality and ethical data handling. This approach facilitates a balance between academic inquiry and the imperative of protecting individual identities in the digital age.
Image Acknowledgements:
Acknowledgment is extended to the contributors of the visual content associated with the ICC Facebook post that prompted these comments. The imagery provides a visual backdrop to the dataset, enriching the narrative of Pathum Nissanka's historic performance. View the Image