machine-readable – Devstyler.io https://devstyler.io News for developers from tech to lifestyle Mon, 12 Jul 2021 15:08:26 +0000 en-US hourly 1 https://wordpress.org/?v=6.5.2 Everything You Need To Know About News APIs https://devstyler.io/blog/2021/07/12/everything-you-need-to-know-about-news-apis/ Mon, 12 Jul 2021 11:23:26 +0000 https://devstyler.io/?p=58903 ...]]> What is a news API?

You might know how a basic API works. An Application Programming Interface (API) provides a platform where two sites or software can interact. It can act as a building block that helps you automate your repetitive tasks and develop more functionality.

For example, if you need to make an account on a website using Facebook, then it will extract your details out of facebook.com with the help of Facebook API. Next, the back end team of that website utilizes your details and creates your account on it.

Similarly, news APIs can connect between online news and applications. They help you in different ways when you:

  • Create coverage reports automatically for your clients
  • Utilize news stories in the form of a data source to be used in advanced AI apps
  • Predict the results of elections

For this, you need an efficient way to obtain machine-readable data methodically and automatically from different news websites. You can scan, analyze, and enrich this data to serve various use cases that you have planned.

What are its different types?

  • APIs for a particular online news site such as the Guardian: Here, the data type and amount are based on that specific site, but the full article text appearing on the original site might not be provided.
  • A news story feed is linked to original websites or publications.
  • Structured data retrieved from different news sites and served as a service.

How to choose the right news API?

If you are convinced to go ahead with a news API, next, you need to choose the right one that justifies your needs.

Below mentioned are some of the things you should keep in mind while choosing a news API:

  • Coverage: Think which kind of media outlet you want to cover – only the big news sites such as the New York Times, or you want to combine some prominent blogging sites that are relevant as well.
  • Language: Check what languages you want the data or the results in. Is it only English or any other language as well?
  • Headlines or full text: Many APIs provide just the headlines or the news stories’ snippets, which might not be resourceful for textual analysis. So, if you need them, go for an API that can provide you with full text and news articles’ headlines.
  • Usability: Every API must be easy to use and comfortable for your team and developers. Hence, before choosing a news API, check its documentation and conventional standards it follows. Determine how it integrates with other tools. For better understanding, you can try its free trial version, if available. If you like it, then you are good to go.

Now, let’s quickly get to some of the best global news APIs that you can use to extract data and build your products.

News API

News API is yet another REST API, which is simple and lightweight. It returns JSON metadata relevant for articles and headlines that are spread across the web. The API covers wide-ranging markets, including sources from over 55 countries. With News API, everything is fast and asynchronously cached to deliver a quick response.

In case you are still in the developmental stage, you can enjoy a free trial. The news API supports effortless integration with the help of HTTP GET requests to get results in JSON. It also includes a source filter using which you can extract data from your desired list of sources.

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US Department of Defense is About to Turn into a Data-Centric Organization https://devstyler.io/blog/2021/05/11/us-department-of-defense-is-about-to-turn-into-a-data-centric-organization/ Tue, 11 May 2021 09:42:59 +0000 https://devstyler.io/?p=50480 ...]]> The secretary of Deputy Defense US, Kathleen H. Hicks, signed a memorandum with the aim of “improving warfighting performance and creating decision advantage at all echelons from the battlespace to the board room”, as she said on their official webpage.

The memorandum “Creating Data Advantage,” was signed on the 5th of May 2021. It specifies the department’s first-ever “data decrees” that are designed to “generate transformative proficiency across the DOD data strategy’s focus areas of Joint All-Domain Operations, senior leader decision support and business analytics.”

Kathleen H. Hicks shares the goals of the data decrees:

  • Maximizing data sharing and rights for data use.
  • Publishing data assets in the DOD federated data catalog along with common interface specifications.
  • Using automated data interfaces that are externally accessible and machine-readable and ensuring interfaces use industry-standard, non-proprietary, preferably open-source, technologies, protocols and payloads.
  • Storing data in a manner that is platform and environment-agnostic, uncoupled from hardware or software dependencies.
  • Implementing industry best practices for secure authentication, access management, encryption, monitoring and protection of data at rest, in transit and in use.

In the memo she states that “Data is essential to preserving military advantage, supporting our people and serving the public,”.

She explains that all of the leaders have the responsibility to manage, understand, share and protect data in support of their shared mission. Data enables capabilities such as AI, machine learning and various autonomous technologies.The memorandum empowers the DOD chief data officer to provide leadership and issue guidance regarding the DOD’s data ecosystem — people, technology and culture — data sharing, data architecture, data lifecycle management and a data ready workforce in order to speed up the process of the transforming department’s data.

The memo lays out an aggressive timeline for assessing and developing courses of action to consolidate data efforts in the Office of the Secretary of Defense, reviewing data management and analytic platforms to find opportunities to gain efficiencies, scaling proven capabilities across the enterprise and looking for additional help from current members of the Defense Department’s workforce who can join this transformative effort.

Photo credit: U.S. Department of Defense
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