# Supply chain, shipping and logistics news (24 hours)

**Use case:** 

Every news article about supply chain, shipping, logistics and tariff published worldwide in the last 24 hours, in 65 languages, from the GDELT open news feed. Each article has title, URL, source domain, country, language and a tone (sentiment) score. Schedule it daily, or edit the query, to monitor any topic or brand.

## Input

```json
{
  "queries": [
    "\"supply chain\" OR shipping OR logistics OR tariffs"
  ],
  "publishedWithin": "24h",
  "includeThemes": false,
  "removeDuplicateTitles": true,
  "onlyNewArticles": false,
  "maxItemsPerQuery": 300,
  "maxItems": 0
}
```

## Output

```json
{
  "publishedAt": {
    "label": "Seen at",
    "format": "date"
  },
  "title": {
    "label": "Title",
    "format": "text"
  },
  "domain": {
    "label": "Source",
    "format": "text"
  },
  "language": {
    "label": "Language",
    "format": "text"
  },
  "tone": {
    "label": "Tone",
    "format": "number"
  },
  "mentionedCountries": {
    "label": "Countries",
    "format": "array"
  },
  "organizations": {
    "label": "Organizations",
    "format": "array"
  },
  "url": {
    "label": "Article",
    "format": "link"
  },
  "imageUrl": {
    "label": "Image",
    "format": "image"
  },
  "query": {
    "label": "Query",
    "format": "text"
  }
}
```

## How it works

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

The Global News Scraper: Worldwide News with Sentiment (GDELT) Actor is ready to run with the inputs already set for "Supply chain, shipping and logistics news (24 hours)". [Sign up or log in](https://console.apify.com/create-task-from-example/d4Njk4RkzMKaS39cl) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Supply chain, shipping and logistics news (24 hours)" task

The Global News Scraper: Worldwide News with Sentiment (GDELT) Actor will start running based on the input automatically. You can also change all the input fields, like search queries, published within, and more, to match your specific use case.

### 3. Receive the "Supply chain, shipping and logistics news (24 hours)" 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 seen at, title, source, 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 "Supply chain, shipping and logistics news (24 hours)" task via API](https://apify.com/richiedc95/global-news-scraper.md).

## About this Actor

This example demonstrates how to use [Global News Scraper: Worldwide News with Sentiment (GDELT)](https://apify.com/richiedc95/global-news-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/richiedc95/global-news-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/richiedc95/global-news-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`).