Change of communication topics on Reddit due to Covid-19

This is interesting! We observed a significant activity increase on Reddit regarding stock market communication. Two of the most popular subreddits about financial markets “wallstreetbets” and “StockMarket” show an exponential activity jump (based on number of users online) with beginning of February 2020 – the rise of Covid-19. The number of new subscribers also exponentially […]

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Deep Learning on Emotional Data: The next level of Artificial Intelligence of Social Media Data analytics

During the course of the past few months we were intensively looking into the application of Deep Learning on our emotional data for financial markets. Initial results of our research work are beyond  everything we have seen so far. It is a combination of our experience gathered during the past 10 years of applying large […]

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Key Event Classifier for Finance Squawk in Social Media

The Stockpulse Method Our message collectors trace Social Media squawk in English, German, and Mandarin. We collect our data from several thousand different sources worldwide. This user-generated content comprises a substantial part of communication in Social Media networks today. We identify this emotionally expressed content and classify it as “Emotional Data.” Data intelligence refers to […]

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Providing ticker-mapped dataset from reddit – also covering /r/wallstreetbets for almost 3 years with complete historical data

In February, Bloomberg headlined “Reddit’s Profane, Greedy Traders Are Shaking Up the Stock Market”. The article describes how chatter on message boards is reshaping the options market and sparking wild rallies. One message board, or subreddit how it is called in the Reddit world, was discussed with special focus: /r/wallstreetbets. The entire article on Bloomberg […]

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API Version 4

API Version 4July 2019We are pleased to announce that we have released a new update for our emotional sentiment data API on July 1, 2019. We are now running version 4. It includes many new endpoints, extensions, and a comprehensive reorganization of the data structure. All new endpoints can be reviewed under the menu item […]

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Financial Cloud AI

Next Generation Analytics StockPulse‘s Financial Cloud AI is a new service which allows to extract structured information from unstructured data, e.g. it will detect financial entities in arbitrary texts like news or tweets. The service is available as an on-demand, real-time analytics engine and is powered by state-of-the-art streaming technology. Clients can upload or stream […]

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US Data Coverage

• Total coverage of US stocks is 8,682 • Providing reports for different time frames, i.e. on a 10 minute, hourly and daily basis• since 2012, data volume of different time frames increased over time • On an occassional basis: the data volume decreases during weekends and holidays • Data sets based on shorter time […]

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Statistics of Asian Data Coverage

Summary • Total coverage of Asian stocks are 6.796 • Delivering reports for different time frames, e.g. every 10 minutes, hourly or on daily basis • since April 2016 data by every 10 minutes has been available; since 2015 hourly data collection and in addition retrieving of daily data started from July 2017 onwards • […]

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API Version 3

The highlight is short interest data for equities from Germany, UK, and the US. For all three regions we retrieve the data from official websites. The data is updated on a daily basis. In Germany short interest data has to be published on a service called „Bundesanzeiger“. The data is publicly available, however, published in […]

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