# Douyin Scraper \[Only $3] Video, Profile & Comments Data (`memo23/douyin-scraper`) Actor

\[Only $3 per 1000 results] Scrape Douyin (抖音, China's TikTok) — no login, no browser. Extract full video detail (likes, shares, collects, comments, author, music, hashtags, download URLs), creator profiles, and comments. Clean unified JSON.

- **URL**: https://apify.com/memo23/douyin-scraper.md
- **Developed by:** [Muhamed Didovic](https://apify.com/memo23) (community)
- **Categories:** Social media, Videos, AI
- **Stats:** 3 total users, 2 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Douyin Scraper — Video, Profile & Comments Data

Extract structured data from **Douyin (抖音)** — China's original TikTok, with ~750M daily users — without a login, browser, or manual cookies. Paste video or creator URLs and get back clean JSON: full video metrics, creator profiles, and comment threads.

Great for **market research, influencer discovery, trend tracking, brand monitoring, and competitive analysis** on the Chinese short-video market.

![How the Douyin Scraper works](https://raw.githubusercontent.com/muhamed-didovic/muhamed-didovic.github.io/main/assets/how-it-works-douyin.png)

---

### What it does

| Mode | Input | You get |
|------|-------|---------|
| 🎬 **Video detail** | a video URL | Full post: likes, shares, collects, comment count, author, music, hashtags, cover, video & download URLs, dimensions |
| 👤 **Creator profile** | a user URL | Followers, following, total likes, video count, bio, verification, avatar, IP region |
| 💬 **Comments** | a video URL + toggle | Comment text, likes, reply counts, commenter, IP region |
| 🔎 **Keyword search** | keywords *(needs cookie)* | Videos matching a search term |
| 📹 **Creator's videos** | a user URL *(needs cookie)* | A creator's full posted catalog |

Videos, profiles, and comments work **out of the box — no account needed**. Keyword search and full creator catalogs require a logged-in cookie (see FAQ).

---

### Input

| Field | Type | Description |
|-------|------|-------------|
| `startUrls` | array | Douyin video URLs, creator-profile URLs, short `v.douyin.com` links, or bare IDs. Video URLs → post detail; user URLs → profile. |
| `includeComments` | boolean | For each video URL, also scrape its comments. |
| `maxComments` | integer | Max comments per video (default 50). |
| `includeUserPosts` | boolean | For each creator URL, also scrape their posted videos *(requires `douyinCookie`)*. |
| `maxUserPosts` | integer | Max videos per creator (default 30). |
| `searchKeywords` | array | Keyword video search *(requires `douyinCookie`)*. |
| `maxResultsPerSearch` | integer | Max results per keyword (default 30). |
| `douyinCookie` | string | Optional logged-in cookie to unlock search + creator catalogs. |
| `maxItems` | integer | Global cap on total results. |
| `proxyConfiguration` | object | Optional. A residential proxy is built in — leave this off unless you want to use your own. |

#### Example input

```json
{
  "startUrls": [
    { "url": "https://www.douyin.com/video/7615930241370348219" },
    { "url": "https://www.douyin.com/user/MS4wLjABAAAAUT_tvNpyI5-tObkvU2xaaqyeDpek5UJXLG8mePjYxTQ" }
  ],
  "includeComments": true,
  "maxComments": 100,
  "maxItems": 500
}
````

***

### Output

Every row carries a `type` field (`video`, `user`, or `comment`) so you can filter mixed runs.

#### Video

```json
{
  "type": "video",
  "awemeId": "7615930241370348219",
  "url": "https://www.douyin.com/video/7615930241370348219",
  "isImagePost": false,
  "description": "夜宵简单吃个长沙滋啦冒油的炭烤牛肋排… #长沙美食",
  "createTime": "2026-03-11T09:39:01.000Z",
  "duration": 12600,
  "hashtags": ["饭搭子", "深夜放毒", "寻味烟火气", "长沙美食"],
  "likes": 139023,
  "comments": 11025,
  "shares": 598443,
  "collects": 13776,
  "authorName": "章章干嘛呢",
  "authorSecUid": "MS4wLjABAAAAUT_tvNpyI5-tObkvU2xaaqyeDpek5UJXLG8mePjYxTQ",
  "authorFollowers": 62679,
  "coverUrl": "https://...",
  "videoUrls": ["https://...", "..."],
  "downloadUrls": ["https://...", "..."],
  "width": 1080,
  "height": 1920,
  "musicTitle": "@章章干嘛呢创作的原声",
  "shareUrl": "https://..."
}
```

#### Creator profile

```json
{
  "type": "user",
  "secUid": "MS4wLjABAAAA...",
  "nickname": "章章干嘛呢",
  "uniqueId": "6346717",
  "signature": "在我喜欢的状态里记录我喜欢的生活🤳 美食｜看展｜旅游",
  "verified": false,
  "followers": 49659,
  "following": 304,
  "totalLikes": 5130107,
  "videoCount": 370,
  "avatarUrl": "https://...",
  "ipLocation": "湖南",
  "url": "https://www.douyin.com/user/MS4wLjABAAAA..."
}
```

#### Comment

```json
{
  "type": "comment",
  "awemeId": "7615930241370348219",
  "commentId": "7615932448664650533",
  "text": "已观，饿之，邀好友观之，共难受之。",
  "createTime": "2026-03-11T09:47:36.000Z",
  "likes": 2970,
  "replyCount": 1161,
  "ipLocation": "湖南",
  "userName": "yuki小蛋堡🍔",
  "userSecUid": "MS4wLjABAAAA...",
  "userUrl": "https://www.douyin.com/user/MS4wLjABAAAA..."
}
```

***

### Use cases

- **Influencer & KOL discovery** — pull follower counts, engagement, and bios to build creator shortlists for the China market.
- **Trend & hashtag tracking** — monitor how videos and topics accumulate likes, shares, and comments over time.
- **Brand & sentiment monitoring** — collect comment threads on videos mentioning your brand or product.
- **Competitive analysis** — benchmark competitors' creator accounts and content performance.
- **Content research** — gather hashtags, music, and formats that perform in a niche.

***

### FAQ

**Do I need a Douyin account?**
No — videos, creator profiles, and comments work with no login. Only keyword *search* and pulling a creator's *full video catalog* need a cookie.

**How do I get the cookie?**
Log in to `douyin.com` in your browser, open DevTools → Network, click any `douyin.com` request, and copy the full `Cookie` request header into the `douyinCookie` field.

**Do I need to set up a proxy?**
No. A residential proxy is built in so the actor works out of the box. You can supply your own proxy if you prefer.

**What time zone are the dates?**
All `createTime` values are ISO 8601 UTC.

**Can I get the raw video / image files?**
The output includes direct `videoUrls` / `downloadUrls` / `coverUrl` / `images` links you can download from.

***

### Support

Found a missing field or a URL format that isn't recognized? Open an issue on the actor's **Issues** tab with an example URL and it'll be added.

# Actor input Schema

## `startUrls` (type: `array`):

Douyin video URLs, user-profile URLs, short v.douyin.com links, or bare IDs. Video URLs return full post detail; user URLs return the profile.

## `includeComments` (type: `boolean`):

For each video URL, also scrape its comments (each comment becomes its own row).

## `maxComments` (type: `integer`):

Upper bound on comments collected per video when 'Include comments' is on.

## `includeUserPosts` (type: `boolean`):

For each user-profile URL, also scrape the creator's posted videos. Requires a logged-in cookie (see 'Douyin cookie').

## `maxUserPosts` (type: `integer`):

Upper bound on videos collected per creator when 'Include user's videos' is on.

## `searchKeywords` (type: `array`):

Keyword video search. Requires a logged-in cookie (see 'Douyin cookie').

## `maxResultsPerSearch` (type: `integer`):

Upper bound on videos collected per search keyword.

## `douyinCookie` (type: `string`):

Paste a logged-in douyin.com cookie string to unlock user-videos and keyword search. Get it from your browser DevTools (Network tab → any douyin.com request → Cookie header) while logged in. Videos, profiles and comments work without it.

## `maxItems` (type: `integer`):

Global cap on the number of dataset items across the entire run. Leave empty for no cap.

## `proxyConfiguration` (type: `object`):

Optional proxy. Douyin's web API works direct from most regions; enable residential proxy only if you hit blocks.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.douyin.com/video/7615930241370348219"
    },
    {
      "url": "https://www.douyin.com/user/MS4wLjABAAAAUT_tvNpyI5-tObkvU2xaaqyeDpek5UJXLG8mePjYxTQ"
    }
  ],
  "includeComments": false,
  "maxComments": 50,
  "includeUserPosts": false,
  "maxUserPosts": 30,
  "searchKeywords": [],
  "maxResultsPerSearch": 30,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "startUrls": [
        {
            "url": "https://www.douyin.com/video/7615930241370348219"
        },
        {
            "url": "https://www.douyin.com/user/MS4wLjABAAAAUT_tvNpyI5-tObkvU2xaaqyeDpek5UJXLG8mePjYxTQ"
        }
    ],
    "searchKeywords": []
};

// Run the Actor and wait for it to finish
const run = await client.actor("memo23/douyin-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "startUrls": [
        { "url": "https://www.douyin.com/video/7615930241370348219" },
        { "url": "https://www.douyin.com/user/MS4wLjABAAAAUT_tvNpyI5-tObkvU2xaaqyeDpek5UJXLG8mePjYxTQ" },
    ],
    "searchKeywords": [],
}

# Run the Actor and wait for it to finish
run = client.actor("memo23/douyin-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "startUrls": [
    {
      "url": "https://www.douyin.com/video/7615930241370348219"
    },
    {
      "url": "https://www.douyin.com/user/MS4wLjABAAAAUT_tvNpyI5-tObkvU2xaaqyeDpek5UJXLG8mePjYxTQ"
    }
  ],
  "searchKeywords": []
}' |
apify call memo23/douyin-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=memo23/douyin-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Douyin Scraper [Only $3] Video, Profile & Comments Data",
        "description": "[Only $3 per 1000 results] Scrape Douyin (抖音, China's TikTok) — no login, no browser. Extract full video detail (likes, shares, collects, comments, author, music, hashtags, download URLs), creator profiles, and comments. Clean unified JSON.",
        "version": "0.0",
        "x-build-id": "wJAJdTW5182UbJJpE"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/memo23~douyin-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-memo23-douyin-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/memo23~douyin-scraper/runs": {
            "post": {
                "operationId": "runs-sync-memo23-douyin-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/memo23~douyin-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-memo23-douyin-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "startUrls": {
                        "title": "Douyin URLs",
                        "type": "array",
                        "description": "Douyin video URLs, user-profile URLs, short v.douyin.com links, or bare IDs. Video URLs return full post detail; user URLs return the profile.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "includeComments": {
                        "title": "Include comments",
                        "type": "boolean",
                        "description": "For each video URL, also scrape its comments (each comment becomes its own row).",
                        "default": false
                    },
                    "maxComments": {
                        "title": "Max comments per video",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Upper bound on comments collected per video when 'Include comments' is on.",
                        "default": 50
                    },
                    "includeUserPosts": {
                        "title": "Include user's videos",
                        "type": "boolean",
                        "description": "For each user-profile URL, also scrape the creator's posted videos. Requires a logged-in cookie (see 'Douyin cookie').",
                        "default": false
                    },
                    "maxUserPosts": {
                        "title": "Max videos per user",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Upper bound on videos collected per creator when 'Include user's videos' is on.",
                        "default": 30
                    },
                    "searchKeywords": {
                        "title": "Search keywords",
                        "type": "array",
                        "description": "Keyword video search. Requires a logged-in cookie (see 'Douyin cookie').",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResultsPerSearch": {
                        "title": "Max results per keyword",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Upper bound on videos collected per search keyword.",
                        "default": 30
                    },
                    "douyinCookie": {
                        "title": "Douyin cookie (optional)",
                        "type": "string",
                        "description": "Paste a logged-in douyin.com cookie string to unlock user-videos and keyword search. Get it from your browser DevTools (Network tab → any douyin.com request → Cookie header) while logged in. Videos, profiles and comments work without it."
                    },
                    "maxItems": {
                        "title": "Max items (total)",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Global cap on the number of dataset items across the entire run. Leave empty for no cap."
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Optional proxy. Douyin's web API works direct from most regions; enable residential proxy only if you hit blocks.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
