How to Automate Supply Chain Risk Reports: A Guide for Developers
Do you use Python? If so, this guide will help you automate supply chain risk reports using AI Chat GPT and our News API.
A news API is the link between online news content and the applications and people that consume it. News APIs from companies like Webz.io, Google, the BBC, and many others help monitoring organizations automatically scan, extract, analyze, and enrich data from online news sources, which is then used for a wide range of purposes.
A news API collects and parses data from news websites, articles, and other web data sources. Then, the more advanced of these solutions use AI-powered Natural Language Processing (NLP) and Machine Learning (ML) to recognize categories, sentiments, topics, persons, dates, events, and other parameters. They tag the data with contextual meta-data and deliver it in a machine-readable format that existing software can use.
Brand monitoring, media intelligence, and automated market research companies need to keep close tabs on all information relevant to the brands or trends they are monitoring – regardless of region or language. Frequently, the only way to tap deep into a regional market and find meaningful mentions is in the local language – which often means multiple languages. To effectively monitor South America, for example, English alone just won’t cut it – you’ve got to monitor both Spanish and Portuguese. It’s the same across Europe and Asia.
That’s why advanced news APIs offer the option to filter news data feeds by language. This enables:
To search a news API by language, you can typically use an API filter that specifies the desired language. The filter’s parameters will vary depending on the specific API you are using. For example, it is super easy to filter by language when using Webz.io’s News API:
Webz.io offers free and updated news data samples in machine-readable JSON formats from countries across the globe, so you can get a taste of the power and reach of language- and country-specific searching.
In order for any search, in any language or locale to capture a true perspective, data needs to go back at least a decade – including historical data from news, blogs, online forums, and reviews from across the web. Webz.io’s news API allows the same filtering to be applied when searching for news data from the past 30 days for free, or by using our premium Archived Data endpoint, which goes back to 2008.
Analyzing real-time global news feeds, understanding their impacts, and deriving actionable insights is a complex task. Every locale has its own patterns and perceptions of news reports. In a multicultural market, insights are frequently buried somewhere between the lines of multiple sources in multiple languages – rarely just in English. To distill impactful insights and meet the challenges of global diversity, monitoring companies need to adopt effective, easy-to-use, and powerful data solutions that support multilingual news search solutions.
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Do you use Python? If so, this guide will help you automate supply chain risk reports using AI Chat GPT and our News API.
Use this guide to learn how to easily automate supply chain risk reports with Chat GPT and news data.
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