# Kakao Map Scraper - Korea Local Businesses & Reviews (`haketa/kakao-map-scraper`) Actor

Kakao Map scraper & data API for South Korea local businesses: search any category or keyword by area and export name, category, phone, address, GPS, rating, reviews, business hours, amenities, homepage & photos. Korea local business data, lead generation & market research — fast, no login.

- **URL**: https://apify.com/haketa/kakao-map-scraper.md
- **Developed by:** [Haketa](https://apify.com/haketa) (community)
- **Categories:** Lead generation, Social media
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## Kakao Map Scraper — Korea Local Businesses, Ratings & Reviews

Extract **South Korean local business data** from Kakao Map at scale. Search any area and category — cafés, restaurants, salons, hospitals, hotels, shops — and export clean, structured data: **name, category, phone, address, GPS, rating, review count and review text, business hours, amenities, homepage and photos**.

No login. No API key. Just give it a Korean search term and get back a ready-to-use dataset in JSON, CSV, Excel, or via API.

> Built for local-SEO and lead-gen agencies, market researchers, and anyone who needs Korean local business data in bulk. The perfect companion to a Naver Place scraper for full Korean local coverage.

---

### 🧭 Table of contents

- [What this scraper does](#what-this-scraper-does)
- [Why use it](#why-use-it)
- [Who it's for](#who-its-for)
- [What data you get](#what-data-you-get)
- [Input options](#input-options)
- [Input examples](#input-examples)
- [Output example](#output-example)
- [How to use (step by step)](#how-to-use-step-by-step)
- [Tips for best results](#tips-for-best-results)
- [Use cases](#use-cases)
- [Integrations & export](#integrations--export)
- [Pricing](#pricing)
- [FAQ](#faq)

---

### What this scraper does

Kakao Map is one of South Korea's most-used map and local-discovery platforms. This actor turns its place listings into structured data you can analyze.

Give it natural Korean search terms that combine an **area** and a **category or keyword** — for example `강남 카페` (Gangnam cafés), `역삼동 미용실` (Yeoksam salons), or `제주 맛집` (Jeju restaurants). The actor searches, paginates through the results, and returns a rich record for every place — optionally enriched with business hours, recent reviews, homepage/social links, and facilities.

---

### Why use it

- ⚡ **Fast & efficient** — pulls structured data directly, no slow browser rendering.
- 🇰🇷 **Korea-native** — understands Korean categories, addresses (jibun and road), and place types.
- ⭐ **Ratings & reviews** — average rating, review count, and recent review text per place.
- 📞 **Contact & web** — phone numbers and homepage/social links for outreach and lead generation.
- 🕒 **Business hours & amenities** — opening hours plus parking, wifi, pet, delivery, and more.
- 🗺️ **Geo-ready** — every place includes latitude/longitude for mapping and spatial analysis.
- 📦 **Export anywhere** — JSON, CSV, Excel, HTML table, or RSS, plus a full REST API and integrations.

---

### Who it's for

- **Local-SEO & marketing agencies** building business lists by city and category.
- **Lead-generation teams** that want phone numbers, homepages, and social links at scale.
- **Market researchers** analyzing categories, ratings, and competition across Korean districts.
- **Franchises & retailers** monitoring competitors and locations.
- **Data & AI teams** that need fresh, structured Korean local data.

---

### What data you get

Each place includes (when available):

| Field | Description |
| --- | --- |
| `placeId` | Unique Kakao place ID |
| `name` | Business name |
| `placeUrl` | Link to the Kakao place page |
| `category` | Primary category |
| `categoryPath` | Full category hierarchy |
| `phone` | Phone number |
| `address` | Jibun (lot) address |
| `roadAddress` | Road-name address |
| `lat` / `lon` | GPS coordinates |
| `ratingAverage` | Average star rating |
| `ratingCount` | Number of ratings |
| `reviewCount` | Number of reviews |
| `homepage` | Homepage / social URL |
| `image` | Representative photo |
| `brand` | Brand name (for franchises) |
| `amenities` | Parking, wifi, pet, delivery, package, smoking room, nursery, accessibility, reservations |
| **With details enabled:** | |
| `businessHoursStatus` | Open / closed status text |
| `businessHours` | Business-hours summary |
| `businessHoursWeek` | Per-day opening hours |
| `homepages` | All homepage / social links |
| `facilities` | Facility flags (e.g. parking) |
| `kakaoTalkChannelFriends` | KakaoTalk channel follower count |
| `photoCount` | Number of photos |
| `reviews` | Recent reviews: `{ rating, text, photoCount, date }` |
| `scrapedAt` | When the record was scraped |

---

### Input options

| Option | Type | Description |
| --- | --- | --- |
| `searchQueries` | array | Korean search terms (area + category/keyword). |
| `includeDetails` | boolean | Add business hours, reviews, homepage and facilities (default: true). |
| `maxReviewsPerPlace` | integer | Max recent reviews per place (default: 5). |
| `maxItems` | integer | Maximum places to save (0 = no limit). |
| `maxConcurrency` | integer | Parallel detail requests (default: 8). |
| `proxyConfiguration` | object | Proxy settings (recommended for larger runs). |

---

### Input examples

#### 1. Cafés in an area

```json
{
  "searchQueries": ["강남 카페"],
  "includeDetails": true,
  "maxItems": 200
}
````

#### 2. Multiple areas and categories

```json
{
  "searchQueries": ["역삼동 미용실", "홍대 술집", "제주 맛집"],
  "includeDetails": true,
  "maxReviewsPerPlace": 10,
  "maxItems": 1000,
  "proxyConfiguration": { "useApifyProxy": true }
}
```

#### 3. Fast list without details

```json
{
  "searchQueries": ["부산 호텔"],
  "includeDetails": false,
  "maxItems": 500
}
```

***

### Output example

```json
{
  "placeId": "1466542951",
  "name": "셀렉티드닉스",
  "placeUrl": "https://place.map.kakao.com/1466542951",
  "category": "카페",
  "categoryPath": "음식점 > 카페",
  "phone": "070-5176-7947",
  "address": "서울 강남구 역삼동 827-13",
  "roadAddress": "서울 강남구 강남대로 ...",
  "lat": 37.49622235,
  "lon": 127.03083799,
  "ratingAverage": 4.0,
  "reviewCount": 264,
  "homepage": "https://www.instagram.com/sltdnicks",
  "amenities": { "parking": true, "wifi": false, "pet": false, "delivery": false },
  "businessHoursStatus": "영업 중",
  "businessHours": "주중 17:00~24:00",
  "reviews": [
    { "rating": 5, "text": "공간이 넓고 좌석이 많아서 편하게 이용했어요...", "photoCount": 1, "date": "2026-05-20" }
  ],
  "scrapedAt": "2026-06-09T10:00:00.000Z"
}
```

***

### How to use (step by step)

1. Open the actor and click **Try for free**.
2. In **Search queries**, add Korean terms that combine an area and a category, e.g. `강남 카페`.
3. Toggle **Include details** for hours, reviews, and homepage links.
4. Set **Max items** to control dataset size.
5. Click **Save & Start**.
6. When the run finishes, open the **Dataset** tab and export to JSON, CSV, or Excel, or pull it via API.

***

### Tips for best results

- **Write queries in Korean.** Combine an area with a category — `강남 카페`, `제주 맛집`, `역삼동 병원`.
- **Be specific.** A neighborhood (동) + category yields tighter, more relevant results than a whole city.
- **Details cost extra requests.** Disable `includeDetails` for the fastest, cheapest runs when you only need core listing data.
- **Use a proxy** for large runs to keep throughput stable.
- **Pair with a Naver Place scraper** for complete Korean local coverage across both major platforms.

***

### Use cases

- 🧲 **Lead generation** — build contact lists (phone, homepage, social) of businesses by category and area.
- 📊 **Market & competitor research** — analyze ratings, review counts, and density across districts.
- 📍 **Local SEO** — audit listings and categories for clients across Korea.
- 🍴 **F\&B and retail intelligence** — track cafés, restaurants, and shops by neighborhood.
- 🤖 **AI & data products** — feed fresh, structured Korean local data into apps and assistants.

***

### Integrations & export

Export as **JSON, CSV, Excel, HTML table, or RSS**, or fetch results through the **API**. Connect to **Make, Zapier, n8n, Google Sheets, Slack, GitHub**, and more, or schedule runs to keep your dataset fresh.

***

### Pricing

This actor runs on a simple pay-per-result model — you only pay for the places you collect. Start small with the free tier and scale up as needed.

***

### FAQ

**What should I type as a search query?**
Korean terms that combine an area and a category or keyword, such as `강남 카페`, `역삼동 미용실`, or `제주 맛집`.

**Do I get reviews?**
Yes — with details enabled, each place includes its average rating, review count, and recent review text.

**Do I need an account or key?**
No login or API key is required.

**Can I get phone numbers and websites?**
Yes — phone numbers and homepage/social links are included, making this ideal for lead generation.

**How many places can I scrape?**
As many as your queries return — set `maxItems` to `0` for no limit.

**Does it work alongside a Naver Place scraper?**
Absolutely — Kakao Map and Naver Place together give you complete coverage of Korean local businesses.

**Why are some fields empty?**
Not every place exposes every field (e.g. homepage or some amenities). Core fields like name, category, address, and coordinates are almost always present.

***

Need another Korean data source or a custom field? Open an issue on the actor's **Issues** tab — feedback and feature requests are welcome.

# Actor input Schema

## `searchQueries` (type: `array`):

Korean search terms combining an area and a category/keyword. Examples: 강남 카페, 역삼동 미용실, 제주 맛집, 홍대 술집. One per row.

## `includeDetails` (type: `boolean`):

Fetch each place's detail page to add business hours, rating, recent reviews, homepage/social links and facilities (extra requests).

## `maxReviewsPerPlace` (type: `integer`):

Maximum recent reviews to include per place when details are enabled.

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

Maximum number of places to save. 0 = no limit.

## `maxConcurrency` (type: `integer`):

Maximum parallel detail requests.

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

Proxy settings. A proxy is recommended for larger runs.

## Actor input object example

```json
{
  "searchQueries": [
    "강남 카페",
    "제주 맛집"
  ],
  "includeDetails": true,
  "maxReviewsPerPlace": 5,
  "maxItems": 200,
  "maxConcurrency": 8,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `places` (type: `string`):

No description

# 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 = {
    "searchQueries": [
        "강남 카페"
    ],
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("haketa/kakao-map-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 = {
    "searchQueries": ["강남 카페"],
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("haketa/kakao-map-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 '{
  "searchQueries": [
    "강남 카페"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call haketa/kakao-map-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Kakao Map Scraper - Korea Local Businesses & Reviews",
        "description": "Kakao Map scraper & data API for South Korea local businesses: search any category or keyword by area and export name, category, phone, address, GPS, rating, reviews, business hours, amenities, homepage & photos. Korea local business data, lead generation & market research — fast, no login.",
        "version": "0.1",
        "x-build-id": "70NCuOffABwgakQY3"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/haketa~kakao-map-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-haketa-kakao-map-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/haketa~kakao-map-scraper/runs": {
            "post": {
                "operationId": "runs-sync-haketa-kakao-map-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/haketa~kakao-map-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-haketa-kakao-map-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "searchQueries": {
                        "title": "Search queries (Korean)",
                        "type": "array",
                        "description": "Korean search terms combining an area and a category/keyword. Examples: 강남 카페, 역삼동 미용실, 제주 맛집, 홍대 술집. One per row.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "includeDetails": {
                        "title": "Include details (hours, reviews, homepage)",
                        "type": "boolean",
                        "description": "Fetch each place's detail page to add business hours, rating, recent reviews, homepage/social links and facilities (extra requests).",
                        "default": true
                    },
                    "maxReviewsPerPlace": {
                        "title": "Max reviews per place",
                        "type": "integer",
                        "description": "Maximum recent reviews to include per place when details are enabled.",
                        "default": 5
                    },
                    "maxItems": {
                        "title": "Max items",
                        "type": "integer",
                        "description": "Maximum number of places to save. 0 = no limit.",
                        "default": 200
                    },
                    "maxConcurrency": {
                        "title": "Max concurrency",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "Maximum parallel detail requests.",
                        "default": 8
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Proxy settings. A proxy is recommended for larger runs.",
                        "default": {
                            "useApifyProxy": true
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
