# Medium's top posts of the month for data science

**Use case:** 

Medium's Top this month list for the data-science tag: the most clapped posts, with title, author, publication, claps, responses, reading time, tags and whether the post is member-only. See which topics and headlines work.

## Input

```json
{
  "tags": [
    "data-science"
  ],
  "tagSort": "top-month",
  "authors": [
    "@username",
    "https://medium.com/@username"
  ],
  "publications": [
    "https://medium.com/better-programming",
    "https://betterprogramming.pub"
  ],
  "posts": [
    "https://medium.com/better-programming/5-engineering-lessons-from-early-stage-startups-3f6657d11af"
  ],
  "maxPostsPerSource": 25,
  "postedAfter": "7 days",
  "memberOnly": "all",
  "includeBody": false,
  "onlyNew": false,
  "maxResults": 0
}
```

## Output

```json
{
  "title": {
    "label": "Title",
    "format": "string"
  },
  "publishedAt": {
    "label": "Published",
    "format": "string"
  },
  "claps": {
    "label": "Claps",
    "format": "integer"
  },
  "responses": {
    "label": "Responses",
    "format": "integer"
  },
  "readingTimeMinutes": {
    "label": "Read (min)",
    "format": "number"
  },
  "isMemberOnly": {
    "label": "Member-only",
    "format": "boolean"
  },
  "authorName": {
    "label": "Author",
    "format": "string"
  },
  "publicationName": {
    "label": "Publication",
    "format": "string"
  },
  "tags": {
    "label": "Tags",
    "format": "array"
  },
  "source": {
    "label": "Source",
    "format": "string"
  },
  "url": {
    "label": "Link",
    "format": "string"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The Medium Articles Scraper (Tags, Authors, No Login) Actor is ready to run with the inputs already set for "Medium's top posts of the month for data science". [Sign up or log in](https://console.apify.com/create-task-from-example/DOwej6E33r83kS30r) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Medium's top posts of the month for data science" task

The Medium Articles Scraper (Tags, Authors, No Login) Actor will start running based on the input automatically. You can also change all the input fields, like tags, tag feed order, and more, to match your specific use case.

### 3. Receive the "Medium's top posts of the month for data science" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as title, published, claps, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Medium's top posts of the month for data science" task via API](https://apify.com/locaihost/medium-scraper.md).

## About this Actor

This example demonstrates how to use [Medium Articles Scraper (Tags, Authors, No Login)](https://apify.com/locaihost/medium-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/locaihost/medium-scraper.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

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

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

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

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