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AroniSmartInvest™ and AroniSmartIntelligence™ in Action: Analysis of Volatility of Stock Market Indices, Treasury Yield, Gold, Silver, and Oil as Year 2022 Ends

AroniSmartIntelligence Stock Market Indices Time Series Support Vector Machine, Neural Network and NLP Sentiment Analysis

Year 2022 is ending. During the year, the stock market has experienced major dynamics, mostly with historical randomness and a downtrend rollercoaster. The major upbeats sentiments and performance observed in 2021 were almost washed out. The main drivers have been inflation, Federal Reserve interest rates actions, international politics, including the war in Ukraine and the dynamics in the Chinese economy and US economic policies. In early Q4 2022, the stocks rose, in anticipation of a softening inflation following the rise in interest rates, some positive earnings ahead and softening worries of recession. But the volatility has remained high, driven by continued worries of recession and recent dynamics in tech companies, including layoffs, persistent inflation in some sectors, and slowing down growth in others. The S&P 500, DOW, NASDAQ, Russell 2000, Crude Oil, Silver, Treasury Yield, Gold all have been impacted and went though major volatilities. Hence the picture of the year, as the year is ending has been historic: a widespread volatility and growing fears after a fueled momentum over 2021. As highlighted in several analyses, 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 Dow Jones(DJI), S&P 500, Russell 2000, Gold, Silver, Treasury Yield and Oil and some key stocks, 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 and a few selected stocks across some sectors, such as Technology, Finance, Retail, Healthcare, and others as the year 2022 ends. The key findings are captured in this article.

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AroniSmartInvest™ in Action: Key Stocks on April 2, 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses

AroniSmartInvest™ in Action: Stocks, Market Profile Analysis April 2, 2021

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.

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AroniSmartInvest™ in Action: Key Stocks on March 3, 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses

AroniSmartInvest™ in Action: Stocks, Market and Sentiment Analysis March 3, 2021

On March 3, 2021, the stock market continues to experience volatility similar to what was observed in 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) when the stock went on unpredictable drives and experienced wild days, apparently from a mix of speculative considerations, profit taking, increasing bonds prices, options trading, political negotiations, and news about some key stocks, especially those related to Electic Vehicules (EV), Technology. Several being impacted by unexplained or somewhat speculative actions.

On March 3, the key stock market indices continued to register losses ( Dow Jones Industrial Average fell 0.4%, Nasdaq 2.7 %, S&P 500 1.3%). AroniSmart™ team, leveraging the Machine Learning, Big Data ,Bayesian Network Analysis, Neural Network Analysis, Text Analytics, and Sentiment and Valence Analysis capabilities of the new improved AroniSmartInvest™, looked at the stock performance, market sentiment index and events driving the stock market in early March 2021 ( For More on AroniSoft LLC and AroniSmart products click here).

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AroniSmartInvest™ in Action: Key Stocks on Wild February 23, 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses

AroniSmartInvest™ in Action: Market and Sentiment Analysis Feb 23, 2021

On February 23, 2021, the stock market went on a drive and experienced a wild day, with the stock market rally for the Nasdaq and some key stocks, related to Electic Vehicules (EV), being impacted by unexplained or somewhat speculative actions. The stocks highly impacted include Tesla (TSLA), China EV rivals Nio (NIO) and WorkHorse Group (WKHS), the Bitcoin, Upwork (UPWK), Disney (DIS), Apple (AAPL), MicroSoft (MSFT), JPMorgan Chase (JPM) and others. The Nasdaq fell more than 3% intraday, to finally rally back to a modest loss. AroniSmart™ team, leveraging the Machine Learning, Big Data ,Bayesian Network Analysis, Neural Network Analysis, Text Analytics, and Sentiment and Valence Analysis capabilities of the new improved AroniSmartInvest™, looked at the stock performance, market sentiment index and events driving the stock market in February 2021 ( For More on AroniSoft LLC and AroniSmart products click here).

AroniSmartInvest Stock Investor, AroniSmartIntelligence Twitter AroniSmartLytics Machine Learning AAPL Dominance Analysis TWTR

AroniSmartInvest™ in Action: Identified Key Stocks in February 2021using Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses

AroniSmartInvest™ in Action: Stock Profile, Feb 9, 2021

On February 9, 2021, AroniSmart™ team, leveraging the Machine Learning, Big Data, Bayesian Network Analysis, Neural Network Analysis, Text Analytics, and Sentiment and Valence Analysis capabilities of the new improved AroniSmartInvest™, looked at the stock performance, market sentiment index and events driving the stock market in February 2021. The analysis was done in preparation of the upcoming lauch of the new improved version of AroniSmartInvest. The new version of AroniSmartInvest, soon available on Apple's App Store™, will include modules and capabilities to help users and investors to personnaly conduct such analyses. With this analysis, AroniSmart™ team highlights below the key findings on the dynamics in February 2021, Q1 2021 and most likely over the year 2021.

AroniSmartInvest Stock Investor, AroniSmartIntelligence Twitter AroniSmartLytics Machine Learning AAPL Dominance Analysis TWTR

AroniSmartInvest™ in Action: Machine Learning, Stock Segmentation, Market Sentiment and Key Stocks in January 2021

AroniSmartInvest™ in Action: Stock Profile

On January 9, 2021, AroniSmart™ team, leveraging the Machine Learning, Big Data Bayesian Network Analysis, Neural Network Analysis, Text Analytics, and Sentiment and Valence Analysis capabilities of the new improved AroniSmartInvest™, looked at the stock performance, market sentiment index and events driving the stock market at the beginning of Q1 2021. The analysis was done in preparation of the upcoming lauch of the new improved version of AroniSmartInvest. The new version of AroniSmartInvest, soon available on Apple's App Store™ will include modules and capabilities to help users and investors to personnaly conduct such analyses With this analysis, AroniSmart™ team highlights below the key findings on the dynamics in Q1 2021 and most likely in the year 2021.

AroniSmartInvest Stock Investor, AroniSmartIntelligence Twitter AroniSmartLytics Machine Learning AAPL Dominance Analysis TWTR

AroniSmartIntelligence™ in Action: Twitter (TWTR) Stock Performance Support Vector Machine and Dominance Analysis in Oct 2020

AroniSmartIntelligence Dominance Analysis of Twitter Close Price Series

Twitter (TWTR) stock price has been on a strong momentum since the January 2020. The momentum followed a drop at the of the 2019. Year-to-date, Twitter stock price has risen by 47%. From July 2020, Twitter stock price has risen by 47%. AroniSmart™ team, leveraging the Machine Learning Time Series capabilities and Dominance Analysis of AroniSmartIntelligence™, has looked at the trends of TWTR vs other 13 companies and came up with insights and projections on the dynamics.