applications of newsdata.io's historical news datasets

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APPLICATIONS OF NEWSDATA.IO HISTORICAL NEWS DATASETS www.newsdata.io

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Every time a website publishes a new article, such as this one, the global source of public information gets a little richer. This wealth attracts researchers, but trying to use them creates problems for them with accumulating needles. Yes, Google News used to provide an archive. I can examine, but that’s not an option for years. So what if your research requires you to compile an accurate history of relevant articles online? Of course, there are many free open source trackers and scanners used by the data-hungry citizens of the Internet. If you have experience with this, you will appreciate how difficult the task is. Clearing one news site often means navigating complex JavaScript, payment restrictions, IP blockers, and more. Even for larger organizations, implementing it internally for the entire Internet is often not out of the question.

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Page 1: Applications of Newsdata.io's historical news datasets

APPLICATIONS OFNEWSDATA.IO HISTORICALNEWS DATASETS

www.newsdata.io

Page 2: Applications of Newsdata.io's historical news datasets

Objectives1. Financial analysis2. Market research 3. AI & Machine learning4. Web and Media monitoring

Table ofContents

Points for discussion

Newsdata.io API

Page 3: Applications of Newsdata.io's historical news datasets

Every time a website publishes a new article, such as this one, the global source ofpublic information gets a little richer. This wealth attracts researchers, but trying to usethem creates problems for them with accumulating needles.

Yes, Google News used to provide an archive. I can examine, but that’s not an optionfor years. So what if your research requires you to compile an accurate history ofrelevant articles online? Of course, there are many free open source trackers andscanners used by the data-hungry citizens of the Internet.

If you have experience with this, you will appreciate how difficult the task is. Clearingone news site often means navigating complex JavaScript, payment restrictions, IPblockers, and more. Even for larger organizations, implementing it internally for theentire Internet is often not out of the question.

Fortunately, some startups are already doing the job for you like Newsdata.io, theyprovide a news API to fetch news data from their servers.

Page 4: Applications of Newsdata.io's historical news datasets

Application of Historical newsdata

Financial AnalysisMarket ResearchAI & Machine LearningMedia & Web Monitoring

Newsdata.io API

Page 5: Applications of Newsdata.io's historical news datasets

Newsdata.io API

Go beyond stock trends and expand your financial analysis with vast datasets on theweb. Access structured and machine-readable data sources from global news,forums, e-commerce sites and blogs to gain insight into financial markets and makedata-driven investment decisions.

Financial analysis

Build on the wisdom of the crowdsPublic opinion reflected in discussions, rumours, and online news can be animportant indicator of a company's or stock's performance. By trackinginformation as it spreads across the web, you can gather a valuable data sourceready for further analysis and information generation.

Page 6: Applications of Newsdata.io's historical news datasets

Enrich your predictive analytics and risk modelingEven the most sophisticated algorithms won't get you very far if you don't haveenough data points. Webhose provides you with immediate access to a massiverepository of new and historical data in a unified format that can be easily pluggedinto your existing code.

Get a more complete perspective of companies,persons and entitiesAnalyst briefings and shareholder reports almost never tell the whole storey. Totruly understand the market, examine as many relevant data points as possiblefrom a variety of sources – and the web is a critical source of alternative data thatgrows larger and richer by the second.

Newsdata.io API

Page 7: Applications of Newsdata.io's historical news datasets

Test your hypotheses with historical dataHave you discovered an intriguing correlation? Do you think you're on tosomething? Put it through its paces with real-world data. Our historical data canbe used to determine whether your current predictive models would haveperformed well if applied at a different point in time.

Newsdata.io API

Page 8: Applications of Newsdata.io's historical news datasets

Newsdata.io API

Almost any company wants to get all the information it needs before makingimportant decisions, but a truly data-driven organization will go beyond internal datasources and uncover the truth — the abundance of alternative data that moderntechnology provides.

Market Research

Data for your competitive intelligenceIf you want to keep abreast of every important step your competitors are taking, aGoogle alert is not enough. You want to add negative and positive reviews, seewhat people are saying in online forums, and know all the relevant news insteadof a handful of them, with Newsdata.io, you can do just that.

Page 9: Applications of Newsdata.io's historical news datasets

Monitoring market requirements for products orservicesMonitor the market demand for products and services and get insights on whatpeople are demanding and design your products or services accordingly. Thisprovides invaluable insights into the competitive landscape.

Our newsapi fetches news data from around the world and that also covers whatpeople are talking about and what are the hot topics around the world

News and historical dataIn addition to the thousands of news sources in over 100 languages regularlymonitored by Newsdata.io, our online news archive contains terabytes of historicalnews content from the last ten years — all available on-demand based onkeyword matching and detailed filters that you determine in advance.

Newsdata.io API

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Only pay for the news data that you really need

We understand that for some organizations, obtaining new competitiveinformation is an ongoing and important undertaking, while for others it may be aone-off or annual project. That’s why we serve both cases with flexible plans.

Partnering with Newsdata.io means eliminating long-term contracts and investingheavily in short-term projects, but you can support large-scale enterprisedeployments. You define the exact type and amount of data that you need to findthe answer, and that’s all you need to buy.

Newsdata.io API

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Newsdata.io API

Data is the oil of the 21st century and no industry is more demanding than AI andMachine learning, and for that Newsdata.io provides historical news datasets to feedyour ML and AI algorithms.

Newsdata.io helps you to create the following bleeding-area AI or deep studying appthrough leveraging the energy of based information data. Improve your algorithmswith access to terabytes of structured historical news datasets, collected frommillions of news websites across the globe.

AI & Machine learning

Page 12: Applications of Newsdata.io's historical news datasets

Make use of structured news data from globalnews websites.An incomprehensible amount of news data is being generated every day in theform of content uploaded to the web. With Newsdata.io, the web becomes yourdata science playground — we crawl the web, fetch and structure it, allowing youto instantly tap into the global online structured news datasets to power smartermachine learning, neural networks, or predictive models.

NLP training data, sentiment analysis, and AIThe strength of your application depends on the quality of your news feed.Newsdata.io is the ideal training data source, giving you access to high-quality,structured news datasets and a massive repository of natural language content tobe used in algorithms. We regularly scan millions of sources in over 30+languages, including all kinds of news sites.

Newsdata.io API

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Use our familiar API tools and SDKs to get startedright away.

Forget about proprietary scripts and struggle with obscure data formats.Newsdata.io is designed to make things easier for data scientists and developersas it is based on a simple RESTful API that anyone can master in no time.

Whether you’re writing Python, R, or Java, integrating JSON, XML, or XLS datafrom Newsdata.io into existing code is quick and easy. And if you get stuck, ourCustomer service team can help you extract the data you need.

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Adjustable pricing for individuals and companiesof all sizesNewsdata.io datasets are used by individuals and organizations of all sizes. Getstarted with our API for free and pay as you grow with customized plans for everyuse case, from smallest to largest. Whether you’re a bootstrapped company withsmall budgets and big dreams, or a data science team in a Fortune 500, we’ve gotyou covered.

Newsdata.io API

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If you’re in the web tracking business, your customers expect all-around coverage inthe first place — they pay you to keep you on top of the latest web news and mentionyour brand that they expect from you in real-time.

With Newsdata.io, you can get the best coverage possible without spendinghundreds of developer hours building your own tracking solution.

Just visit our data sources to keep up with important online news, reviews, anddiscussions if they matter. top media monitoring companies and get the latest datawith unprecedented ease.

Web and Media monitoring

Newsdata.io API

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Never overlook an intriguing story.

Whether you have an existing solution or work with other vendors, Webhose isguaranteed to dramatically improve your open network coverage.

Our many years of market experience and unique tracking and indexingtechnology give us an edge over third-party vendors’ data and ensure that ourcustomers receive high-quality data and metadata at scale.

You can use granular filtering to refine your queries and get the trend stories youwant as they circulate across the network in a targeted and cost-effective manner,or you can turn to an enterprise fire hydrant and get all of our data instantly whenwe collect it.

Newsdata.io API

Page 17: Applications of Newsdata.io's historical news datasets

You now have access to high-quality, low-latencynews data.

Forget about crawling, extracting, and parsing — we crawl the web for you, saveyour developers a lot of time and money, and provide highly parsed data in avariety of formats: JSON, XML, RSS, or XLS.

The Newsdata.io data source is ready to go and integrates very easily into yourexisting systems using a simple RESTful API that developers are familiar with.

The data is structured in a single format, which means that without any conflictson your part, just write a few lines of code in your favorite programming languageto get started.

Newsdata.io API

Page 18: Applications of Newsdata.io's historical news datasets

Newsdata.io API

Scale-up as you grow.You can use as much of our segmented data as you need, without any long-termcommitment and hassle-free.

Our subscription is monthly and you can change your API limit or switch programsat any time, giving you the option to pay only when you see a clear Newsdata.iovalue.

Page 19: Applications of Newsdata.io's historical news datasets

Newsdata.io API

Newsdata.io’s historical news data offer a huge repository of sources comprised ofnews data. Filter and create datasets covering particular topics, organizations,time periods, and more. To get started, simply fill the historical news data requestform and get the relevant news data according to your request in JSON, CSV, orExcel formats.

Conclusion

Page 20: Applications of Newsdata.io's historical news datasets

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