# Trader Sentiment Research Workflow

**Use case:** 

Combine ticker streams and user posts from Stocktwits to research market mood, trader commentary, price targets, and influential accounts.

## Input

```json
{
  "mode": "user",
  "symbols": [
    "AAPL",
    "TSLA"
  ],
  "usernames": [
    "jimcramer"
  ],
  "maxMessages": 75,
  "onlyPriceTargets": false,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "BUYPROXIES94952"
    ]
  }
}
```

## Output

```json
{
  "messageId": {
    "label": "ID",
    "format": "number"
  },
  "createdAt": {
    "label": "Date",
    "format": "date"
  },
  "sentiment": {
    "label": "Sentiment",
    "format": "text"
  },
  "symbols": {
    "label": "Symbols",
    "format": "text"
  },
  "body": {
    "label": "Message",
    "format": "text"
  },
  "username": {
    "label": "Username",
    "format": "text"
  },
  "userFollowers": {
    "label": "Followers",
    "format": "number"
  },
  "url": {
    "label": "URL",
    "format": "link"
  }
}
```

## About this Actor

This example demonstrates how to use [Stocktwits Scraper](https://apify.com/automation-lab/stocktwits-scraper) with a specific input configuration. Visit the [Actor detail page](https://apify.com/automation-lab/stocktwits-scraper) to learn more, explore other use cases, and run it yourself.