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. To support NLP Text and Sentiment analysis, a new capability has been added: Speech-to-Text Transcription. 

AroniSmartIntelligence Speech Recognition and Transcription is being added to address key requirements and meet the needs for more advanced NLP Text and Sentiment analytics.

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).

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.

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.  

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.