On Tuesday, March 8, 2022, starting at 10 a.m. Pacific Time,  Apple, Inc ( AAPL )  held its "Peek Performance" virtual  event.  Several products and innovations were covered including Apple TV+ shows and movies, new design for iPhone 13, iPhone SE,  iPad Air, M1 chips, Mac Studio, and Studio Display.

Meanwhile Apple's stock price has been on a rollercoaster with seesaw movements, after reaching records over 2021, highlighting the complex dynamics ahead, especially due to the world events and economic uncertainties ( see: roniSmartIntelligence Stock Market Sentiment Machine Learning and NLP Analysis: Market Sentiment and Highlighted Stocks on February 15, 2022). 

On Thursday, October 28, 2021, during the Facebook Connect, augmented and virtual reality conference ( AR/VR conference), Facebook's Mark Zuckerberg announced that the company has changed the name to Meta. The name change to Meta, from the the science fiction term "metaverse"", highlights the company’s focus on working and playing in a virtual world.

Today,  on Monday, October 18 , 2021 starting at 10 a.m. Pacific Time,  Apple, Inc ( AAPL )  held "Unleashed" virtual  event.   Apple, Inc ( AAPL ) held  the first Fall event on  September 14, 2021. The products unveiled  then were  iPhone 13, Apple Watch Series 7, and iPad.   Today, the focus was on new redesigned MacBook Pro and M1X chips and third generation AirPods, .

Meanwhile  Apple stock price has been on a rollercoaster with seesaw movements highlighting the complex dynamics ahead, especially during the usually challenging September  and October months.

Apple, Inc ( AAPL ) held  the first Fall event  on  September 14, 2021. The products unveiled were  iPhone 13, Apple Watch Series 7, and iPad.  Today, October 12, 2021, Apple announced an event, "Unleashed", to be held virtually on Monday, October 18, 2021 at 10 a.m. Pacific Time. Meanwhile  Apple stock price has been on a rollercoaster with seesaw movements highlighting the complex dynamics ahead, especially during the usually challenging September and October months.

A new version of  AroniStatMobile™ is available in  App Store®.  AroniStatMobile™ is a quick smart statistical reference tool on iPad®. It is intended for beginners, students of statistics,  and advanced statisticians. 

The latest version of  AroniSmartIntelligence ™ is available in App Store®, with  optimized Machine Learning  including Support Vector Machine, Neural Networks,  and the latest advances in Econometrics, Time Series Analysis. Forecasting, Marketing Mix Analytics, and Text and Sentiment Analytics (NLP).  

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At the beginning of Q2 2022, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis,  Machine Learning, Data Science,  Time Series  and Support Vector Machine capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™ tools, looked at the stock market news and trends. The stock market remains volatile, mostly due to the persistent inflation,  Federal Reserve Bank interest rates policies, Russia-Ukraine war, easing of worries on potential delisting of Chinese stocks,  and the projected economic  performance  of corporations. From the analysis, the team came up with insights and highlights on key stocks and the market sentiment that may drive the stock market in Q2 2022.

Below are the key stocks highlighted and expected to weight heavily on investment decisions in Q2 2022 and the associated sentiment analysis results.

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 the inflation worries, Federal Reserve Bank economic policies, intternatiional 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.

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.

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 February 2022 and the associated sentiment analysis results.

For mid  December  2021, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends. The stock market remains volatile, following the news on the new COVID-19 variant, Omicron, the inflation worries,  Chinese economic policies, and the projected economic  performance  for the holidays. 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 two weeks of 2021. Below are the key stocks highlighted and expected to weight heavily in investment decisions in the remaining 2 weeks  leading to closing  2021 and the associated sentiment analysis results.

On Monday December 6, 2021, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends. The stock market has been volatile, following the news on the new COVID-19 variant, Omicron, the inflation worries,  Chinese companies, and the economic  performance  for the holidays. From the analysis, the team came up with insights and hilights on key stocks and market senttiments. Below are the key stocks highlighted and expected to weight heavily in investment decisions in Q4 2021 and the associated sentiment analysis results.

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.

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 Scinece capabilities have been the major focus, as businesses try to grow by targeting the right customers and optimally allocating their marketing budget.  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, 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 improvements  are  in the new version AroniSmart 12.1.x, available on Apple's App Store®, starting today.  

After a fueled momentum over 2021, the stock market has started the year 2022 with volatility. The latest Q3 2021 stock market perfomance figures reminded of the increasing market volatility and other dynamics in late Q1 and early Q2, 2021. Major questions coming from AroniSmartIntelligence™ users have over the 2021 year focused on how to use AroniSmartIntelligence capabilities to analyze the connection among the key Stock market indices, especially NASDAQ vs  Dow Jones(DJI), S&P 500,  Russell 2000, Gold,  and Oil.   AroniSmart™ team, leveraging the Machine Learning Time Series capabilities, including Support Vector Machine,  and Neural Network Analysis of AroniSmartIntelligence™ ,  has analyzed the trends of  NASDAQ  and DJI vs  the  other stock indices (DJI, S&P 500, Russell 2000, Oil, Gold)  between  early Jan 2021 and  early Jan 2022 and came up with insights and  projections on the dynamics.   The insights are presented below (for disclaimer and terms, check AroniSoft website. For related analyses of Stock Markets using Time Series, Dominance Analysis, and Neural Network capabilities see here AroniSmartIntelligence™ in Action: Time Series Support Vector Machine and Neural Network Analysis of Stock Market Indices in Q4 2020 - Q4 2021)

After a fueled momentum since Q4 2020, the stock market has experienced seesaw dynamics since late Q3 2021. The latest Q3 2021 stock market pefomance figures reminded of the increasing market volatility and other dynamics in late Q1 and early Q2, 2021. Major questions coming from AroniSmartIntelligence™ users have recently focused on how to use AroniSmartIntelligence capabilities to analyse the connection among the key Stock market indices, especially NASDAQ vs  Dow Jones(DJI), S&P 500, and Russell 2000.   AroniSmart™ team, leveraging the Machine Learning Time Series capabilities, including Support Vector Machine,  and Neural Network Analysis of AroniSmartIntelligence™ ,  has analyzed the trends of  NASDAQ vs  the  other stock indices (DJI, S&P 500, Russell 2000)  between Q4 2020 and  Q4 2021 and came up with insights and  projections on the dynamics.   The insights are presented below (for disclaimer and terms, check AroniSoft website. For related analyses of Stock Markets using Time Series, Dominance Analysis, and Neural Network capabilities see here AroniSmartIntelligence™ in Action: Apple (AAPL) Stock Performance and Momentum Analysis with Support Vector Machine and Dominance Analysis in Q3 2021) ( For More on AroniSoft LLC and AroniSmart products click here).  

The new version of  AroniStatMobile™  available in  App Store® has multiple features and is a must have for people learning Statistics or needing  a quick  Statistics reference.

AroniStatMobile™ is a quick smart statistical reference tool on iPad®. It is intended for beginners, students of statistics,  and advanced statisticians, including Data Scientists, Machine Learning Experts, Econometricians, Actuarial scientists and many more.

On May 19, 2021, the stock market sentiment had started to head towards negativity, after a long period of positivity. Almost a month later, the sentiment  continues to lean towards negativity. As of the closing hour of  June 11, 2021 the dynamics of the stock market remain complex and the sentiment neutral or negative.