Updates

AroniSmartIntelligence™ in Action: Market Sentiment and Investment

In April  2020,  AroniSmart™ team, leveraging the Machine Learning, Text Mining, and Sentiment and Valance Analysis capabilities of AroniSmartIntelligence™,  looked at the market sentiment index and events driving the stock market in early Q2 2020 (see here:AroniSmartIntelligence™ in Action: Market Sentiment and Key Stocks in April 2020 ). From the analysis, key major events and impacted stocks were highlighted. AroniSmart™ analysis showed that despite the marlet coming back from a huge deep since early March 2020, due to COVID-19,  the overall sentiment  is negative, across the board.

AroniSmartIntelligence™ in Action: Market Sentiment and Investment

In February 2020,  AroniSmart™ team, leveraging the Machine Learning, Text Mining, and Sentiment and Valance Analysis capabilities of AroniSmartLytics™ (AroniSmartIntelligence™),  looked at the market sentiment index and events driving the stock market in early Q1 2020 (see here:ARONISMARTINTELLIGENCE™ IN ACTION: MARKET SENTIMENT AND KEY STOCKS IN FEB 2020 ). From the analysis, key major events and impacted stocks were highlighted. AroniSmart analysis showed that Year 2020 had started with a strong market performance. At the same time, major events were driving the market performance, including upcoming US Presidential elections and the Corona Virus pandemic in China.  Since then, the pandemic due to Corona Virus, known as COVID-19, has spread across the entire World and the  stock market has suffered, almost crashing, with the Dow Jones Industrial Average (^DJI)  declining by 36% from 29,219 on Feb 20, 2020 to 18,592 on March 23, 2020. Since then, the stock market has been slowly coming back.  AroniSmart team has now looked at the events driving the market sentiment and the overall  stock market performance.

AroniSmartIntelligence™ in Action: Market Sentiment and Investment

Year 2020 has started with a strong market performance. At the same time, major events are impacting the markets. The major events include US Presidential elections, Corona Virus pandemic in China, and US-China trade relations. In the last 6 months and Year-to-date, US Stock market prices have risen significantly, with the Dow Jones Industrial Average rising 3% YTD and 15% over the last 6 months.  AroniSmart™ team, leveraging the Machine Learning , Text Mining, and Sentiment and Valance Analysis capabilities of AroniSmartLytics™ (AroniSmartIntelligence™),  has looked at the market sentiment index and events driving the stock market in Q1 2020, so far. From the analysis, key major events and impacted stocks have been highlighted. 

AroniSmartLytics Support Vector Machine Analysis of Lowe's Close Price Series

On June 26, 2018, AroniSmart™ team, leveraging the Machine Learning Time Series capabilities of AroniSmartLytics™ (AroniSmartIntelligence™),   looked at the trends  Home Depot Inc. (NYSE: HD) and Lowe's Companies Inc. (NYSE: LOW) and came up with projections on the dynamics between the two stocks.  Based on the  analysis, AroniSmart™ team predicted that  Lowe's would be gaining momentum in the near future.

In fact,  by January  2018, Lowe’s  gained 24% over 2017 and reached $107. From late January to May 22, 2018, Lowe's lost most of these gains. However,  the insights from AroniSmartLytics machine learning and  sentiment analysis pointed to  a bounce back. Today, Lowe's has regained all the lost ground  post CEO Marvin Ellison's nomination.

AroniSmartLytics Support Vector Machine Analysis of Lowe's Close Price Series

Home Depot Inc. (NYSE: HD) and Lowe's Companies Inc. (NYSE: LOW) have delivered strong returns in 2018. Year-to-date, Lowe's has risen 4.2%, while Home Depot stock has risen  3.6%.  AroniSmart™ team, leveraging the Machine Learning Time Series capabilities of AroniSmartLytics™ (AroniSmartIntelligence™),   has looked at the trends of the two companies and came up with projections on the dynamics.  

AroniSmartInvest in Action: Overview of a few stocks selected for Sep 2017

On Sep 1, 2017, AroniSmartInvest In Action™ picked, leveraging the proprietary advanced Text and Sentiment Analytics, Stock Segmentation, and Machine Learning, a few promising stocks to watch over September 2017. Below is a quick overview of some of these stocks, with a focus on  the information  in news, social media, and other sources leveraged by AroniSmartInvest machine learning and stock segment module: