AroniSmartIntelligence™ in Action: Apple (AAPL) and Exxon (XOM) Stock Performance and Momentum Analysis with Support Vector Machine and Dominance Analysis in Q3 2022 Apple Inc. (NYSE: AAPL) and Exxon (NYSE: XOM) have been delivering differential returns over the last years including in 2021 and Q1-Q2 2022. At its height, by early December 2021, Apple stock price had risen by 125%, YoY. Since then stock growth has become negative, although still outperforming most of the stocks and the stock market indices, with -15% YTD as of July 15, 2022, vs 27.5% for NASDAQ Composite (^IXIC) and -13.90% for Dow Jones Industrial Average (^DJI). The oil industry has benefited during the period, with Crude Oil Aug 22 (CL=F) indix growing by +29.73 % YTD and Exxon Mobil Corporation (XOM) by +38.16% YTD. The stock market has lost momentum while the oil industry has gained following the increasing market volatility, inflation, world events, and other dynamics since late Q3 2022. AroniSmart™ team, leveraging the Machine Learning Time Series capabilities, including Support Vector Machine, and Dominance Analysis of AroniSmartIntelligence™ and AroniSmartInvest™, has looked at the trends of the stock price of AAPL vs the stock prices of 20 selected companies between Q3 2021 and Q3 2022 and came up with insights and projections on the dynamics. The insights are presented below (for disclaimer and terms, check AroniSoft website). Read more …
AroniSmartIntelligence™: Optimized Machine Learning, Advanced Analytics, and Data Science Capabilities Including Econometrics, Bayesian Models, Neural Network Models, Marketing Mix Models, and NLP Analytics AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics, NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. AroniSmartIntelligence ™, available on Apple's App Store®, is intended, very useful, and handy for experts, professionals, and college and graduate students in Statistics, Machine Learning, Quantitative Business Analytics, Data Science, Econometrics, STEM, Operations Research, and other related fields. It includes a detailed Handbook and a well crafted and instructive User's manual. It is a cutting-edge analytical tool for advanced analytics and developing actionable insights without the hassle of coding. See more below, including instructions, demos and how to download a limited time actual demo. Read more …
AroniSmartIntelligence™ Improved and Optimized Machine Learning and Data Science Capabilities: Econometrics, Marketing Mix Models and Text Analytics, and Handbook Machine Learning and Data Science 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 tool to generate valuable analytical insights to support decision making and advanced research. A critical area includes Marketing Mix predictive models, in which Multiplicative Models and LogLog Models, built on sound Data Science capabilities have been the major focus, as businesses try to grow by targeting the right customers and optimally allocating their marketing budget. Given the 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, Neural Network, Support Vector Machine capabilities, has continually improved the key modules including Neural Networks, Econometrics, Time Series, Bayesian Models, Support Vector Machine, Big Data Analytics, and Text Analytics. The latest improvemens are in the new version AroniSmart 12.1.x, available on Apple's App Store®, starting today. Read more …
AroniSmartIntelligence Stock Market Sentiment Machine Learning and NLP Analysis: Market Sentiment and Highlighted Stocks February 15, 2022 On Tuesday February 15, 2022, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Time Series and Support Vector Machine capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock market news and trends. The stock market remains volatile, mostly due to inflation worries, Federal Reserve Bank economic policies, internatiional news, and the projected economic performance of corporations. From the analysis, the team came up with insights and highlights on key stocks and market sentiments that may drive the stock market for mid February 2022. Below are the key stocks highlighted and that continue to weight heavily on investment decisions in mid-February 2022 and the associated sentiment analysis results. Read more …
AroniSmartInvest™ in Action: Analysis of Volatility of Stock Market Indices, Gold and Oil in early February 2022 Since the beginning of the year, the stock market has been on a rollercoaster. On January 31, 2022, the stocks rose, in anticipation of a busy week of earnings ahead, but the volatility remains, even though they ended up high on Feb 1, 2022. The S&P 500, DOW, NASDAQ, Russell 2000, Crude Oil, Gold all traded higher. But the picture until January 28, 2022 has been historic: a widespread volatility after a fueled momentum over 2021. Hence, major questions coming from investors and users leveraging AroniSmartIntelligence™ and AroniSmartInvest™ capabilities remain focused on the findings from analyzing the connection among the key Stock market indices, especially NASDAQ vs Dow Jones(DJI), S&P 500, Russell 2000, Gold, and Oil and generating some meaningful trends. Based on these questions, AroniSmart™ team, has continued to leverage the advanced analytics tools to analyze the trends of the key market indices. The key findings are captured in this article. Read more …
AroniSmartIntelligence Stock Market Sentiment Machine Learning and NLP Analysis: Market Sentiment and Highlighted Stocks For End of January 2022 At the end of January 2022, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Time Series and Support Vector Machine capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock market news and trends. The stock market remains volatile, mostly due to the inflation worries, Federal Reserve Bank economic policies, and the projected economic performance of corporations. From the analysis, the team came up with insights and hilights on key stocks and market sentiments that may drive the stock market for the final week of January 2022 and first week of February 2022. Below are the key stocks highlighted and expected to weight heavily in investment decisions in the February 2022 and the associated sentiment analysis results. Read more …