# Analyze Seasonal and Language Review Trends

**Use case:** 

Build a multilingual TUI review sample across hotels and recent travel periods. Review dates, language, travel season, reviewer type, recommendation status, text, and category ratings can support market research, localization decisions, reputation analysis, and review-content planning.

## Input

```json
{
  "startUrls": [
    {
      "url": "https://www.tui.com/hotels/tui-kids-club-jaz-bluemarine-229480/hotelinformation/"
    },
    {
      "url": "https://www.tui.com/hotels/hotel-grupotel-taurus-park-3496/hotelinformation/"
    },
    {
      "url": "https://www.tui.com/hotels/club-viva-hotel-50477/hotelinformation/"
    },
    {
      "url": "https://www.tui.com/hotels/esperides-resort-crete-the-authentic-experience-125194/hotelinformation/"
    }
  ],
  "maxReviewsPerHotel": 100,
  "cutoffDate": "2025-01-01",
  "alwaysReturnSummary": true
}
```

## Output

```json
{
  "recordType": {
    "label": "Record type",
    "format": "string"
  },
  "reviewId": {
    "label": "Review id",
    "format": "string"
  },
  "reviewDate": {
    "label": "Review date",
    "format": "string"
  },
  "reviewerName": {
    "label": "Reviewer name",
    "format": "string"
  },
  "reviewerType": {
    "label": "Reviewer type",
    "format": "string"
  },
  "reviewerAgeGroup": {
    "label": "Reviewer age group",
    "format": "string"
  },
  "travelSeason": {
    "label": "Travel season",
    "format": "string"
  },
  "language": {
    "label": "Language",
    "format": "string"
  },
  "reviewTitle": {
    "label": "Review title",
    "format": "string"
  },
  "reviewText": {
    "label": "Review text",
    "format": "string"
  },
  "hotelRecommendation": {
    "label": "Hotel recommendation",
    "format": "boolean"
  },
  "ratings": {
    "label": "Ratings",
    "format": "object"
  },
  "hotelSummary": {
    "label": "Hotel summary",
    "format": "object"
  }
}
```

## About this Actor

This example demonstrates how to use [TUI Reviews Scraper](https://apify.com/knagymate/tui-reviews-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/knagymate/tui-reviews-scraper.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/knagymate/tui-reviews-scraper.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).