> For the complete documentation index, see [llms.txt](https://lijeffrey39.gitbook.io/sentiment-ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://lijeffrey39.gitbook.io/sentiment-ai/cloud-processing/mongodb/tweets.md).

# Tweets

The tweets collection contains the tweets across all users and stocks. Below is the general schema for tweets:

```python
{
    '_id': String,
    'symbol': String,
    'user': String,
    'time': Datetime,
    'is_bull': Boolean,
    'likes_count': Int,
    'comment_count': Int,
    'message': String
}
```

Here is an example tweet:

```python
{
    '_id': 66950933530892,
    'symbol': 'AAPL',
    'user': 'drknature',
    'time': 2019-06-06T12:32:00.000+00:00,
    'is_bull': Boolean,
    'likes_count': 3,
    'comment_count': 5,
    'message': 'Stocks only go up'
}
```