# Bundesliga Stats Scraper (`parseforge/bundesliga-stats-scraper`) Actor

Pull Bundesliga player stats with rank, player, team, position, goals, assists, minutes, appearances, yellow cards, red cards, stat category, stat value, and season. Filter by stat category and season. Great for football analytics, fantasy tools, and scouting workflows.

- **URL**: https://apify.com/parseforge/bundesliga-stats-scraper.md
- **Developed by:** [ParseForge](https://apify.com/parseforge) (community)
- **Categories:** News, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $7.50 / 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

![ParseForge Banner](https://github.com/ParseForge/apify-assets/blob/ad35ccc13ddd068b9d6cba33f323962e39aed5b2/banner.jpg?raw=true)

## 🇩🇪 Bundesliga Player Stats Scraper

> 🚀 **Export Bundesliga player rankings in seconds. Top scorers, assist kings, minutes leaders, card counts - direct from bundesliga.com.**

> 🕒 **Last updated:** 2026-05-29 · **📊 16 fields** per player · 8 stat categories · Live rankings · Goals, assists, cards, minutes

The Bundesliga Player Stats Scraper queries the public bundesliga.com player rankings for any category. Get top scorers, assist leaders, minutes played, and card counts in one structured dataset.

| 🎯 Target Audience | 💡 Primary Use Cases |
|---|---|
| ⚽ Football fans | Track top scorers and assist kings |
| 📊 Sports analysts | Build season-long datasets |
| 📰 Sports journalists | Pull league leaders for stories |
| 🤖 ML engineers | Train player performance models |
| 👩‍💻 Developers | Mirror Bundesliga data into your app |

### 📋 What the Bundesliga Player Stats Scraper does

- Queries the bundesliga.com player rankings API.
- Returns top N players for any stat category.
- Categories: goals, assists, shots, passes, tackles, cards, minutes, appearances.
- Exports CSV, Excel, JSON, JSONL, XML, RSS, HTML.

> 💡 **Why it matters:** Bundesliga rankings update after every matchday. This actor gives you a snapshot in one API call.

### 🎬 Full Demo

_🚧 Coming soon._

### ⚙️ Input

<table>
<tr><th>Field</th><th>Type</th><th>Required</th><th>Description</th></tr>
<tr><td><code>statCategory</code></td><td>enum</td><td>No</td><td>goals, assists, shots, passes, tackles, cards, minutesPlayed, appearances.</td></tr>
<tr><td><code>season</code></td><td>string</td><td>No</td><td>Season ID. Leave empty for current.</td></tr>
<tr><td><code>maxItems</code></td><td>integer</td><td>No</td><td>Free 10, paid up to 1,000,000.</td></tr>
</table>

**Example 1:**
```json
{ "statCategory": "goals", "maxItems": 10 }
````

**Example 2:**

```json
{ "statCategory": "assists", "maxItems": 25 }
```

> ⚠️ **Good to Know:** Rankings reflect the latest matchday published by Bundesliga.

### 📊 Output

| Field | Type | Description |
|---|---|---|
| 🖼️ `imageUrl` | string | Player photo. |
| 🥇 `rank` | number | Leaderboard rank. |
| ⚽ `player` | string | Player name. |
| 🏟️ `team` | string | Club name. |
| 📍 `position` | string | Player position. |
| ⚽ `goals` | number | Goals scored. |
| 🅰️ `assists` | number | Assists. |
| ⏱️ `minutes` | number | Minutes played. |
| 🎮 `appearances` | number | Matches played. |
| 🟨 `yellowCards` | number | Yellow cards. |
| 🟥 `redCards` | number | Red cards. |
| 📊 `statCategory` | string | Stat queried. |
| 🔢 `statValue` | number | Value for queried stat. |
| 📅 `season` | string | Season ID. |
| 🕒 `scrapedAt` | string | Fetched at. |
| ❌ `error` | string | Set on error. |

### ✨ Why choose this Actor

| ⚽ | Real Bundesliga rankings, official source. |
| 📊 | 8 stat categories. |
| ⚡ | Single API call. |
| 🧹 | Clean flat schema. |
| 💾 | CSV / Excel / JSON / XML export. |

### 📈 How it compares to alternatives

| Approach | Setup | Stat coverage | Photos |
|---|---|---|---|
| HTML scrape | 1 hr | manual | manual |
| **This Actor** | 5 sec | 8 categories | yes |

### 🚀 How to use

1. Click **Try for free**.
2. Pick a stat category.
3. Click **Start**.

### 💼 Business use cases

**📊 Fantasy football.** Pull top scorers weekly.
**📰 Newsroom.** Instant leaderboards.
**⚽ Scouting.** Identify form players.
**🤖 Modelling.** Build player projection features.

### 🔌 Automating Bundesliga Player Stats Scraper

- **Make / Zapier**: Monday morning digest.
- **Cron**: matchday refresh.
- **Webhooks**: instant push.
- **BigQuery**: native pipeline.

### 🌟 Beyond business use cases

**🎓 Education.** Football analytics teaching.
**🧪 Personal.** Track your fav players.
**🤝 Non-profit.** Youth scouting reports.
**🧰 Tinkering.** Discord top-scorer bot.

### 🤖 Ask an AI assistant about this scraper

Drop this README into your favourite LLM for pipeline help.

### ❓ Frequently Asked Questions

**❓ API key?** No.
**❓ Categories?** 8.
**❓ Historical seasons?** Yes via `season` ID.
**❓ Photos?** Yes when available.
**❓ Format?** CSV, Excel, JSON, JSONL, XML, RSS, HTML.
**❓ Schedule?** Yes.
**❓ Rate-limited?** Reasonable use.
**❓ Free tier?** 10 players preview.
**❓ Schema stable?** Core fields stable.
**❓ Live during match?** Updates between match-blocks.

### 🔌 Integrate with any app

Make, Zapier, Slack, Discord, Drive, Sheets, Gmail, Airbyte, Keboola, Telegram, GitHub, REST/webhook.

### 🔗 Recommended Actors

| Actor | What it does |
|---|---|
| [ParseForge LaLiga Stats Scraper](https://apify.com/parseforge/laliga-stats-scraper) | LaLiga player stats. |
| [ParseForge MLS Standings Scraper](https://apify.com/parseforge/mlssoccer-standings-scraper) | MLS standings. |
| [ParseForge PGA Tour Scraper](https://apify.com/parseforge/pgatour-leaderboard-scraper) | Golf leaderboards. |
| [ParseForge Alpha Vantage Scraper](https://apify.com/parseforge/alpha-vantage-public-scraper) | Markets data. |

> 💡 **Pro Tip:** browse the complete [ParseForge collection](https://apify.com/parseforge) for 900+ scrapers.

***

**Disclaimer:** This actor scrapes only publicly available data. ParseForge is not affiliated with Deutsche Fussball Liga or Bundesliga. [Create a free account w/ $5 credit](https://console.apify.com/sign-up?fpr=vmoqkp).

# Actor input Schema

## `statCategory` (type: `string`):

Which leaderboard to scrape.

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

Free users: Limited to 10 items (preview). Paid users: Optional, max 1,000,000

## `season` (type: `string`):

Season identifier (e.g. DFL-SEA-0001K8 for 2024/25). Leave empty for current.

## Actor input object example

```json
{
  "statCategory": "goals",
  "maxItems": 10
}
```

# Actor output Schema

## `results` (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 = {
    "statCategory": "goals",
    "maxItems": 10
};

// Run the Actor and wait for it to finish
const run = await client.actor("parseforge/bundesliga-stats-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 = {
    "statCategory": "goals",
    "maxItems": 10,
}

# Run the Actor and wait for it to finish
run = client.actor("parseforge/bundesliga-stats-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 '{
  "statCategory": "goals",
  "maxItems": 10
}' |
apify call parseforge/bundesliga-stats-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Bundesliga Stats Scraper",
        "description": "Pull Bundesliga player stats with rank, player, team, position, goals, assists, minutes, appearances, yellow cards, red cards, stat category, stat value, and season. Filter by stat category and season. Great for football analytics, fantasy tools, and scouting workflows.",
        "version": "0.1",
        "x-build-id": "fIC9aIfyBck7scFsZ"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/parseforge~bundesliga-stats-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-parseforge-bundesliga-stats-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/parseforge~bundesliga-stats-scraper/runs": {
            "post": {
                "operationId": "runs-sync-parseforge-bundesliga-stats-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/parseforge~bundesliga-stats-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-parseforge-bundesliga-stats-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "statCategory": {
                        "title": "Stat category",
                        "enum": [
                            "goals",
                            "assists",
                            "shots",
                            "passes",
                            "tackles",
                            "cards",
                            "minutesPlayed",
                            "appearances"
                        ],
                        "type": "string",
                        "description": "Which leaderboard to scrape.",
                        "default": "goals"
                    },
                    "maxItems": {
                        "title": "Max Items",
                        "minimum": 1,
                        "maximum": 1000000,
                        "type": "integer",
                        "description": "Free users: Limited to 10 items (preview). Paid users: Optional, max 1,000,000"
                    },
                    "season": {
                        "title": "Season",
                        "type": "string",
                        "description": "Season identifier (e.g. DFL-SEA-0001K8 for 2024/25). Leave empty for current."
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```