京公网安备11010802038645号京ICP备20022436号-3京EDI证京B2-20220639区块链京网信备 1101082276223860002X号以下为卖家选择提供的数据验证报告：
数据描述
Social Media Sentiment and Climate Change
Investigating the Relationship
About this dataset
How to use the dataset
- The data includes information on the sentiment of the posts, the favorite_count and retweet_count, as well as the date and coordinates of the posts
Research Ideas
- This dataset can be used to understand how often certain words are used in relation to climate change.
- This dataset can be used to analyze the sentiment of social media posts over time
Acknowledgements
Frequency.csv: The frequency.csv file contains data on the frequency of social media posts relating to climate change Neutral: The file neutral.csv contains data from social media posts that are neutral in sentiment. This data can be used to investigate the relationship between social media sentimen tand climate change positive . csv :The positive . csv file contains data onsocialmedia postswith positive sentim
License
> See the dataset description for more information.
Columns
File: Dataset.csv
| Column name | Description |
|---|---|
| text | The text of the social media post. (String) |
| favorite_count | The number of times the post has been favorited. (Integer) |
| retweet_count | The number of times the post has been retweeted. (Integer) |
| created_at | When the post was created. (Datetime) |
File: frequency.csv
| Column name | Description |
|---|---|
| text | The text of the social media post. (String) |
File: negative.csv
| Column name | Description |
|---|---|
| text | The text of the social media post. (String) |
| score | A score for each word in the text of the post, with a higher score indicating a more positive sentiment. (Float) |
File: neutral.csv
| Column name | Description |
|---|---|
| text | The text of the social media post. (String) |
| score | A score for each word in the text of the post, with a higher score indicating a more positive sentiment. (Float) |
File: nltk_split.csv
| Column name | Description |
|---|---|
| text | The text of the social media post. (String) |
| favorite_count | The number of times the post has been favorited. (Integer) |
| retweet_count | The number of times the post has been retweeted. (Integer) |
| created_at | When the post was created. (Datetime) |
| coordinates | The location from which the post was made. (String) |
| score | A score for each word in the text of the post, with a higher score indicating a more positive sentiment. (Float) |
| neg | A score for each word in the text of the post, with negative scores indicating a negative sentiment. (Float) |
| neu | A score for each word in the text of the post, with neutral scores indicating a neutral sentiment. (Float) |
| compound | A combined score for all three sentiments. (Float) |
| created_at_date | When the post was created. (Datetime) |
File: positive.csv
| Column name | Description |
|---|---|
| text | The text of the social media post. (String) |
| score | A score for each word in the text of the post, with a higher score indicating a more positive sentiment. (Float) |
Social Media Sentiment and Climate Change
22.6MB
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