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AroniSmartIntelligence™,the leading advanced statistics, business intelligence, research and data mining tool built for MacOS has become even more powerful, with cutting edge statistics and data mining and Big Data analytics optimized the modules on Data and Big Data mining, Unstructured Text Analysis, Sentiment and Emotion Analytics, and Bayesian Statistics.
Researchers, Scientists, Engineers, Students, Teachers, Economists, Political Analysts, Business Analysts,
Stocks across all sectors, especially in Tech, Healthcare, Financial Services, Energy, and Consumer have been delivering differential returns over the last years including in 2021, 2022, and Q1- early Q4 2024. Most stocks reached heights in December 2021. Then, in 2022 and up to mid-Q1 2023, the stock growth became broadly negative across most sectors, except energy. The major stock market indices were also impacted. Since then, many stocks across all sectors, along with the key market indices have been on the rise, on a path to reaching the 2021 levels. In a sample of key stocks to watch, as identified by AroniSmart™ team, leveraging the Machine Learning, Econometrics, and NLP capabilities AroniSmartIntelligence™ and AroniSmartInvest™, most stocks have shown resilience and sometimes outperforming most of the other stocks and the key stock market indices. As the end of Q4 2023 is reached , almost all the stocks, along with the key indices have reached highs, even aiming at their record highs.
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 prices of 21 selected companies between Q4 2021 and Q4 2023 and came up with insights and projections on the dynamics. This is the Part 2 of the analysis. The findings captured in Part 1 may be seen here:AroniSmartIntelligence™ in Action: Stock Performance Analysis with Sentiment Analysis, Support Vector Machine and Dominance Analysis in Q4 2023 - Part 1.
Part 2 insights are presented below (for disclaimer and terms, check AroniSoft website).
Apple Inc. (NYSE: AAPL) delivered strong returns in 2019 and 2020 and Q1 2021. At its height, at the end of January 2021, Apple stock price had risen by 208%, YoY and 8% YTD. Then the situation started to change with increasing market volatility and other dynamics. From the high in Jan 2019 to the low level in early March 10, 2021, Apple stock price has declined by 16%. A huge drop for such a prominent stock. 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 other the stock prices 11 selected companies in 2020 and 2021Q1and came up with insights and projections on the dynamics. The insights are presented below (for disclaimer and terms, check AroniSoft website)
Artificial Neural Networksmodelling has become an important area of advanced analytics and machine learning. The area is both exciting and intriguing, helping to generate valuable analytical insights to support decision making and advanced research. Given the 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 implemented module on Neural Network, starting with Multi-Layer Perceptron Models.
AroniSmartLytics™ version 9.x, with Improved Advanced Non Linear and Econometrics models, improved machine learning and advanced analytics algorithms is coming and will soon be available in Apple App Store®. The prior version focused on Attribution Models and Dominance Analysis, with a focus on how predictors contribute to overall performance. Following multiple requests and feedback from our clients and users, the new version of AroniSmartLytics™ will push the edge further with General Non Libear Models, Advanced Analytics and Marketing Mix models are implemented in AroniSmartLytics™ Regression, Econometrics, and Time Series module.
Since late Q1 2022 - early Q2 2022, the stock market has been highly volatile. In late May 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 volatility of the stock market has continued and both national and worldwide events and economic situation have worsened the market dynamics, with the key indices increasingly being heavily negatively impacted. On July 5, 2022 AroniSmart team updated the analysis. From the latest analysis, the team came up with insights and highlights on key stocks and the market sentiment driving the dynamics of the stock market at the start of Q3 2022.
AroniSmartInvest™ is a simple, cost effective and yet powerful decision making tool at the disposal of the individual or any savvy investors for making an informed choice of stocks to invest in on a short term basis. At the same time, it provides other features to support the core function of stock segmentation and analysis, market profile analysis and stock portfolio management.
AroniSmartInvest™ solutions are temporarily unavailable for sale on Apple's App Store®.
AroniSmartInvest™ version 11.x, with more optimized Advanced Stock Market Research, Market Sentiment Analytics and Market Profile and Segmentation models, and other advancedanalytics algorithms is now available in Apple's App Store®. The new version addresses several requests and feedbacks from our clients and users. The new version of AroniSmartInvest™ follows a new approach of addressing focused analytics with more advanced investment research and machine learning and market sentiment algorithms to handle evolving investment research analytical needs, while covering a broad range of portfolio analytics and business insights based on machine learning, applied statistics, Bayesian network analyses, econometrics, and data science.
AroniSmartLytics™: Most Advanced Smart Analytics Tool for OS X
As AroniSmart™ tools gain popularity with analyts, researchers, and students coming from various backgrounds, some users have requested to have an advanced, integrated, and user frendly smart analytics tool to address analytical needs.
The answer is now here: AroniSmart™ team has decided to launch AroniSmartLytics™. AroniSmartLytics™ has replaced all the following legacy AroniSmart analytics tools: AroniSmartStat™, AroniSmartIntelligence™, and AroniStat™.
AroniSmartLytics™ is a leading advanced statistics, machine learning, business intelligence, research and data mining tool bulit for Mac OS X plaforms. AroniSmartInvest™ combines advanced Stock Segmentation, Sentiment and Text Analytics and Bayes Network Models and Machine Learning, to advance informed stock market and investment research. The latest versions are now avaliable on Apple's App Store®
AroniSmaLytics ( also known as AroniSmartIntelligence) ™ is now availe in App Store®, with a module on Machine Learning Support Vector Machine and the latest advances in Time Series Analysis, Forecasting.
AroniSmartLytics™, the leading advanced statistics, business intelligence, machine learning, bayesian networks modeling, text analytics and big data mining tool built for MacOS has become even more powerful, with cutting edge Statistics , Econometrics, Data mining, Bayesian Network Models, Text Analytics. and Big Data analytics.
Optimized modules on Data and Big Data mining, Unstructured Text Analytics, Sentiment and Emotion Analytics, and Bayesian Statistics. Researchers, Scientists, Engineers, Students, Teachers, Economists, Political Analysts, Business Analysts,
AroniSmartLytics™ version 8.0.3,with Dominance Analysisand Attribution models,improved machine learning and advanced analytics algorithms is now available in Apple App Store®.Attribution Models and Dominance Analysis, with a focus on how predictors contribute to overall performance measure are implemented in AroniSmartLytics™ Regression, Econometrics, and Time Series module.
Dominance Analysis included in AroniSmaLytics (AroniSmartIntelligence) ™ was driven by the increasing importance of digital media advertisement, omni-channels and technolgical advances.
AroniStatMobile™, the leading quick statistical reference tool built for IOS® is being refreshed. The successful electronic statistical handbook, along with its Mac OSX® version, AroniStat™, is among the first application tools in the AroniSmart™ series available in Mac App Store®.It is intended for beginners, students of statistics, and casual and regular users. It may also be used by advanced statisticians as quick reference. Students of statistics and beginners and casual or regular users will quickly find this tool easy to use and handy.
AroniSmaLytics ( also known as AroniSmartIntelligence) ™ is now available in App Store®, with a module on Machine Learning Support Vector Machine and the latest advances in Time Series Analysis. Forecasting. Explore and know more by downloading the demo here (click on the link to download the demo).
AroniSoft offers the following products and solutions
Temporay price reductions on Apple's App Store®, for the latest versions of AroniSmartInvest™ and AroniSmartLytics™. AroniSmartInvest™ combines advanced Stock Segmentation, Sentiment and Text Analytics and Bayes Network Models and Machine Learning, to advance informed stock market and investment research.
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.
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