AroniSmartInvest™ in Action: Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses Uncovers Trending High Growth Stocks Leading to the Week of July 12, 2021 On July 9, 2021, the stock market sentiment appeared positive and all the indexes were in the records territory. Although the dynamics of the stock market remain complex, many stocks have continued to show strengh. The week of July 12, 2021 will kickoff the second-quarter earnings season. As the week is about to start, AroniSmart™ team looked at the stock performance, stocks profiles, market sentiment index and events driving the stock market on July 9, 2021 and leading into the week of July 12-16, 2021. A few stocks were found to be consistently high performing. Read more …
AroniSmartIntelligence™ New Improved and Optimized Machine Learning Capabilities: Neural Network Models, Time Series, Support Vector Machines, Econometrics, Text Mining, More Machine Learning Models are gradually and fastly improving and becoming the center of advanced analytics, business intelligence, decision making, management science, data science, and other areas in which sound informed decisions are needed. Yet, the area continues to be both exciting and intriguing, while remaining the needed support to generate valuable analytical insights to support decision making and advanced research. Given this increasing importance of this foundation in the advanced analytics, machine learning and data science, AroniSmartIntelligence ™, one of the most advanced analytics tools with Big Data, Statistics, Econometrics, Machine Leaning, Text and Sentiment analysis, Support Vector Machine capabilities has improved the key modules including Neural Networks, Econometrics, Time Series, Bayesian Models, Support Vector Machine, Big Data Analytics, and Text Analytics. The improvement will be coming in the new version AroniSmart 12.x, soon available of Apple's App Store®. Read more …
AroniSmartInvest™ in Action: Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses Uncovers Key Stocks on May 19, 2021 On May 19, 2021, the stock market sentiment has started to head towards negativity, after a long period of positivity. In the analysis conducted by AroniSmart™ team on April 30, 2021, investors appeared to have started finding direction and answers on one of the key questions the market actors were facing: what is coming next? Although the answer to the question remained elusive, there appeared to be a growing consensus on where the market was heading, following the up and down movements, around an overall upward trend, observed since the beginning of the year. While the overall upward trend was observed since the beginning of the year, by late-April the trend has shifted downward. As of the closing hour of May 19, 2021 the dynamics of the stock market were different. Read more …
AroniSmartInvest™ in Action: Key Stocks on April 19, 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses On April 19, 2021, the stock market sentiment remains positive. However, investors appear to have started focusing on one of the key questions: what is coming next? The answer to the question remains elusive, especially after the up and down movements, around an overall upward trend, observed since the beginning of the year. In the previous analyses, AroniSmart™ team has shown major positive signs at the start of Q2 2021, looking at the volatility dynamics observed in March and February 2021, (see some dynamics here: AroniSmartInvest™ in Action: Key Stocks on April 2, 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses) On April 19, 2021 the stock market performance appears to be impacted by factors similar to those that were driving the volatility as of April 2, 2021: speculative considerations on the economy, profit taking, bonds prices, interest rates, options trading, political agenda, and related news about some key stocks, especially those related to Electic Vehicules (EV) Technology, Solar Energy, Cryptocurrency, Retail, and Banking. Read more …
AroniSmartInvest™ in Action: Key Stocks on April 2, 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses On April 2, 2021, the stock market remains volatile but with increasing positivity. Unlike the volatility dynamics observed in March and February 2021, (see some dynamics here: AroniSmartInvest™ in Action: Key Stocks on Wild February 23, 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses and here: AroniSmartInvest™ in Action: Key Stocks on March 3, 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses), there are major positive signs at the start of Q2 2021. It appears that the factors behind the observed volatility are becoming clearer and clearer. These factors continue to include speculative considerations on the economy, profit taking, increasing bonds prices, options trading, political negotiations, and news about some key stocks, especially those related to Electic Vehicules (EV) Technology. Read more …