Blog and case-studies
Blog and case-studies
Alternative data corporate event 2019 statistics
Alternative data corporate event 2019 statistics The stock markets will finish 2019 with double-digit gains for the 8th time out of the last 11 years. During 2019, our system capture 38K events (68% bullish events vs. 32% bearish once). Here is 2019 statistics: We are excited to see [...]
Alternative data: ESG Case Study
Alternative data: ESG Case Study Environmental, social and corporate governance (ESG) refers to the three central factors in measuring the sustainability and ethical impact of an investment in a company or business. These criteria help to better determine the future financial performance of companies (Wikipedia). ESG is growing [...]
Alternative data: Brexit vote prediction using NLP
Alternative data: Brexit vote prediction using NLP The United Kingdom’s divorce with the European Union, better known as Brexit, has become a drawn-out, contentious affair without an obvious resolution. Former British Prime Minister Theresa May’s government and her counterparts in the European Union negotiated a withdrawal agreement last [...]
Alternative data: Uber not a surprise
Alternative data: Uber not a surprise... Uber Technologies Inc (UBER) on Monday posted a wider third-quarter loss as costs at the ride-hailing company soared, sending shares down 6.7% in after-hours trading. Based on Uber's 3Q event analysis we can see that Uber's event-driven score is in a downtrend [...]
Alternative data: benefits and challenges
Alternative data: benefits and challenges What benefits can the use of alternative data bring to financial institutions? Quarterly earnings reports and industry whitepapers are often slow and infrequent and as these traditional sources of information are readily available, they tend to offer limited actionable intelligence or insight. No [...]
Alternative data: Netflix outperform in Q3 2019
Alternative data: Netflix outperform in Q3 2019 We saw the shift in Netflix $NFLX from the past quarter using key events that took place during 3Q. The streaming-video pioneer beat subscription estimates thanks to growth in countries like Brazil and India. The third season of Stranger Things helped drive [...]
Alternative data: clean dataset and why it’s impotent
Alternative data: clean dataset and why it's impotent Today, more than 80% of the data is unstructured. Data is being produced as we speak – from every conversation we make in social media to every content generated from news sources. In order to produce any meaningful actionable insight [...]
Private equity alternative data Case Study – Snowflake
Private equity alternative data Case Study - Snowflake Snowflake provides a data warehouse as a service designed for the cloud, founded in 2012 and raised $928M to date. The company is headquartered in San Mateo, California, United States. Snowflake offers corporate users to store and analyze data using [...]
NLP: Sift through the noise
NLP: Sift through the noise As data volume increase by the day, the noise level is tremendous. By noise, we mean the same data in different wording or even duplication of the same content. In the financial markets, data is key factor for outperforming the benchmarks. However, nowdays, [...]
Alternative data: Paris Air Show Airbus vs Boeing
Paris Air Show Airbus vs Boeing The Paris Air Show 2019 (June 17th to 23rd) is the key event for major airplanes manufacture as key deals are made during the trade show. Each year the competition between Airbus and Boeing is getting more intense as each wants to [...]
Using NLP in the financial industry
Using NLP in the financial industry Today’s financial markets are inextricably linked with financial events like acquisitions, profit announcements, or product launches. Information extracted from news messages that report on such events could hence be beneficial for financial decision making. The ubiquity of news, however, makes manual analysis [...]
Ford Motors Layoffs events in 2019
Ford Motors layoffs event tracking using events detection and NLP system Ford Motor (F) announced more job cuts as it continues to restructure, with thousands of salaried positions set to be axed. The automaker will cut 7,000 jobs around the world by August, Ford said in a statement [...]
Auto-manufacturer recall events 2019
Auto-manufacturer recalls events monitoring using events detection and NLP system Manufacturers of any product—from toys to medicine to automobiles—must create items that are, above all else, safe to use. Not only is this essential to long-term brand value and corporate success, but it’s also required by law. But [...]
Forecast Revenue and earnings outcome Using Event-Driven Score
Forecast Revenue and earnings outcome Using Event-Driven Score One major use of an event’s direction using NLP and big-data is the prediction of quarterly financial performance which reflects the company’s operational activities. In this case study, we tested the 2Q 2018 financial announcements using an event-driven score aggregation [...]
Earnings Beat Forecast Using Event-Driven Score
Earnings Beat Forecast Using Event-Driven Score Events such as M&A, new deals, new orders, partnerships, ESG, regulatory decisions, management and stakeholders’ changes, expansions to new markets or product categories, new products, price changes, new agreements, FDA decisions, financial reports related events, and more reflect the companies’ ongoing operation [...]
Semiconductor industry outlook using alternative data
Semiconductor industry outlook using alternative data “Three-quarters of the way through 2018, the global semiconductor industry is on pace to post its highest-ever annual sales, comfortably topping last year’s record total of $412 billion,” said John Neuffer, president and CEO, Semiconductor Industry Association. “While year-to-year growth has tapered [...]
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Alternative data corporate event 2019 statistics
Alternative data corporate event 2019 statistics The stock markets will finish 2019 with double-digit gains for the 8th time out of the last 11 years. During 2019, our system capture 38K events (68% bullish events vs. 32% bearish once). Here is 2019 statistics: We are excited to see [...]
Alternative data: ESG Case Study
Alternative data: ESG Case Study Environmental, social and corporate governance (ESG) refers to the three central factors in measuring the sustainability and ethical impact of an investment in a company or business. These criteria help to better determine the future financial performance of companies (Wikipedia). ESG is growing [...]
Alternative data: Brexit vote prediction using NLP
Alternative data: Brexit vote prediction using NLP The United Kingdom’s divorce with the European Union, better known as Brexit, has become a drawn-out, contentious affair without an obvious resolution. Former British Prime Minister Theresa May’s government and her counterparts in the European Union negotiated a withdrawal agreement last [...]
Alternative data: Uber not a surprise
Alternative data: Uber not a surprise... Uber Technologies Inc (UBER) on Monday posted a wider third-quarter loss as costs at the ride-hailing company soared, sending shares down 6.7% in after-hours trading. Based on Uber's 3Q event analysis we can see that Uber's event-driven score is in a downtrend [...]
Alternative data: benefits and challenges
Alternative data: benefits and challenges What benefits can the use of alternative data bring to financial institutions? Quarterly earnings reports and industry whitepapers are often slow and infrequent and as these traditional sources of information are readily available, they tend to offer limited actionable intelligence or insight. No [...]
Alternative data: Netflix outperform in Q3 2019
Alternative data: Netflix outperform in Q3 2019 We saw the shift in Netflix $NFLX from the past quarter using key events that took place during 3Q. The streaming-video pioneer beat subscription estimates thanks to growth in countries like Brazil and India. The third season of Stranger Things helped drive [...]
Alternative data: clean dataset and why it’s impotent
Alternative data: clean dataset and why it's impotent Today, more than 80% of the data is unstructured. Data is being produced as we speak – from every conversation we make in social media to every content generated from news sources. In order to produce any meaningful actionable insight [...]
Private equity alternative data Case Study – Snowflake
Private equity alternative data Case Study - Snowflake Snowflake provides a data warehouse as a service designed for the cloud, founded in 2012 and raised $928M to date. The company is headquartered in San Mateo, California, United States. Snowflake offers corporate users to store and analyze data using [...]
NLP: Sift through the noise
NLP: Sift through the noise As data volume increase by the day, the noise level is tremendous. By noise, we mean the same data in different wording or even duplication of the same content. In the financial markets, data is key factor for outperforming the benchmarks. However, nowdays, [...]
Alternative data: Paris Air Show Airbus vs Boeing
Paris Air Show Airbus vs Boeing The Paris Air Show 2019 (June 17th to 23rd) is the key event for major airplanes manufacture as key deals are made during the trade show. Each year the competition between Airbus and Boeing is getting more intense as each wants to [...]
Using NLP in the financial industry
Using NLP in the financial industry Today’s financial markets are inextricably linked with financial events like acquisitions, profit announcements, or product launches. Information extracted from news messages that report on such events could hence be beneficial for financial decision making. The ubiquity of news, however, makes manual analysis [...]
Ford Motors Layoffs events in 2019
Ford Motors layoffs event tracking using events detection and NLP system Ford Motor (F) announced more job cuts as it continues to restructure, with thousands of salaried positions set to be axed. The automaker will cut 7,000 jobs around the world by August, Ford said in a statement [...]
Auto-manufacturer recall events 2019
Auto-manufacturer recalls events monitoring using events detection and NLP system Manufacturers of any product—from toys to medicine to automobiles—must create items that are, above all else, safe to use. Not only is this essential to long-term brand value and corporate success, but it’s also required by law. But [...]
Forecast Revenue and earnings outcome Using Event-Driven Score
Forecast Revenue and earnings outcome Using Event-Driven Score One major use of an event’s direction using NLP and big-data is the prediction of quarterly financial performance which reflects the company’s operational activities. In this case study, we tested the 2Q 2018 financial announcements using an event-driven score aggregation [...]
Earnings Beat Forecast Using Event-Driven Score
Earnings Beat Forecast Using Event-Driven Score Events such as M&A, new deals, new orders, partnerships, ESG, regulatory decisions, management and stakeholders’ changes, expansions to new markets or product categories, new products, price changes, new agreements, FDA decisions, financial reports related events, and more reflect the companies’ ongoing operation [...]
Semiconductor industry outlook using alternative data
Semiconductor industry outlook using alternative data “Three-quarters of the way through 2018, the global semiconductor industry is on pace to post its highest-ever annual sales, comfortably topping last year’s record total of $412 billion,” said John Neuffer, president and CEO, Semiconductor Industry Association. “While year-to-year growth has tapered [...]