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---
license: mit
task_categories:
- text-classification
- translation
language:
- en
tags:
- Sentiment Analysis
- Tweets
- Product Performance Analysis
pretty_name: Apple Vision Pro Tweets
size_categories:
- 10K<n<100K
---
# Apple Vision Pro Tweets Dataset
## Overview
The Apple Vision Pro Tweets Dataset is a collection of tweets related to Apple Vision Pro from January 01 2024 to March 16 2024, scraped from [X](https://twitter.com/home) using the Twitter [API](https://developer.twitter.com/en/products/twitter-api). The dataset includes various attributes associated with each tweet, such as the tweet text, author information, engagement metrics, and metadata.
## Content
- *id*: Unique identifier for each tweet.
- *tweetText*: The text content of the tweet.
- *tweetURL*: URL link to the tweet.
- *type*: Type of tweet (e.g., original tweet, retweet).
- *tweetAuthor*: Name of the tweet author.
- *handle*: Twitter handle of the tweet author.
- *replyCount*: Number of replies to the tweet.
- *quoteCount*: Number of quotes (retweets with comments) of the tweet.
- *retweetCount*: Number of retweets of the tweet.
- *likeCount*: Number of likes (favorites) of the tweet.
- *views*: Number of views of the tweet (if available).
- *bookmarkCount*: Number of bookmarks (if available) of the tweet.
- *createdAt*: Timestamp indicating when the tweet was created.
## Dataset Format
The dataset is provided in `parquet` format. Each row represents a single tweet, and columns contain various attributes associated with the tweet.
## Dataset Size
The dataset contains a total of 26,704 tweets related to Apple Vision Pro, with 13 features
## Data Collection
The tweets were collected using the Twitter API by searching for
- the hashtag *#AppleVisionPro*
- Search term *Apple Vision Pro*
The data collection process involved retrieving tweets that match the search criteria and extracting relevant information such as the tweet text, handle, engagement metrics, and metadata.
## Data Usage
The data can be imported directly from HuggingFace using the following code:
```py
from datasets import load_dataset
dataset = load_dataset("divyasharma0795/AppleVisionPro_Tweets")
```
## Potential Use Cases
- *Sentiment analysis*: Analyze the sentiment expressed in tweets related to Apple Vision Pro.
- *User engagement analysis*: Study user engagement metrics (replies, retweets, likes) to understand audience interaction with Apple Vision Pro content.
- *Trend analysis*: Identify trends and patterns in discussions surrounding Apple Vision Pro on Twitter.
- *New Product Market Sentiment*: Study the sentiments related to a popular tech product before and after launch.
## Citation
If you use this dataset in your research or project, please cite it as follows:
```css
AppleVisionPro_Tweets, Apple Vision Pro Tweets Dataset, 2024. Retrieved from huggingface.co/datasets/divyasharma0795/AppleVisionPro_Tweets
```
## License
The dataset is provided under the [MIT License]. Please refer to the LICENSE file for more details.
## Contact
For any inquiries or feedback regarding the dataset, please contact divya.sharma@duke.edu. |