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

In Q1 2024, Stocks across industries  experienced, yet an unprecedented upward momentum. The momentum followed   the dynamics of Q4 2023, which overtook the challenges at the end of Q3 2023, when all the key market indices, excluding Crude Oil (CL=F) and 10-Yr Bond (^TNX), declined from the top reached  in late July 2023. In Q1 2024, the gains observed in Q4 2023 increased, far outpacing the declines at the end of Q3 2023.  At  the end of Q4  2023 the stocks prices  were on the rise. In Q1 2024 they built on  that momentum. The positive momentum appeared to be driven by the diminishing challenges, which led to the stocks and indices pushing through the beginning of 2024  with a significant improvement in performance.  Hence,  since Q4 2023, the stock market  adjusted to the previous  dynamics that have been leading to increasing market volatility, including inflation, world events, and other challenges that started in late Q2 2022 and in October 2023.   The US elections in 2024  appear to have a limited  impact on  the dynamics. Hence, the performance  and factors from the end of year 2024 remains the main drivers.  On March 25, 2024, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends.

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

Stocks across industries  have been experiencing an upward momentum  in late Q4 2023.   The dynamics followed the challenges at the end of Q3 2023 , when all the key market indices, excluding Crude Oil (CL=F) and 10-Yr Bond (^TNX), declined from the top reached  in late July 2023. As Q4 2023 started, the declines at the end of Q3 2023 started slowing down. By  the end of Q4  2023 the stocks prices  were on the rise and have been following that trend since then. The positive momentum corresponds to the diminishing challenges, with the stocks and indices pushing through the beginning of 2024  with significant improvement in performance.  Hence,  since Q4 2023, the stock market  adjusted to the previous  dynamics that have been leading to increasing market volatility, including inflation, world events, and other challenges that started in late Q2 2022 and in October 2023.   The US elections in 2024 are expected to impact  the dynamics, but the performance  and factors from the end of year 2024 remain the main drivers.  On January 25, 2024, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends.

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

Stocks across industries  have been experienced an upward momentum  in December 2023.   The dynamics followed the challenges at the end of Q3 2023 , when all the key market indices, excluding Crude Oil (CL=F) and 10-Yr Bond (^TNX), declined from the top reached  in late July 2023. As Q4 2023 started, the declines at the end of Q3 2023 started slowing down. By  the second week of December  2023 the stocks prices have been on the rise. The positive momentum correspond to the diminishing challenges, with the stocks and indices pushing through the month  with significant improvement in performances.  Hence,   the stock market appears to adjust to the previous  dynamics that have been leading to increasing market volatility, including inflation, world events, and other challenges that started in late Q2 2022 and in October 2023.  On December 11, 2023, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends.

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

Stocks across industries experienced an upward momentum in Q3 2023. At the end of Q3 2023 the stocks faced some challenges, with all the key market indices, excluding Crude Oil (CL=F) and 10-Yr Bond (^TNX), declining from the top reached  in late July 2023. As Q4 2023 started, the declines at the end of Q3 2023 started slowing down. By  mid October  2023 the stocks prices were on the rise. However, the challenges remained, with the stocks and indices ending the month  with a significant decline in performances. Since then, the stocks indices have been experience strong performances. However,   the stock market appears to  continue facing the previous  dynamics that have been leading to increasing market volatility, including inflation, world events, and other challenges that started in late Q2 2022 and in October 2023.  On November 12, 2023, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends.

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

Stocks across industries experienced an upward momentum in Q3 2023. At the end of Q3 2023 the stocks faced some challenges, with all the key market indices, excluding Crude Oil (CL=F) and 10-Yr Bond (^TNX), declining from the top reached  in late July 2023. As Q4 2023 started, the declines at the end of Q3 2023 appeared to be slowing down. However, the challenges remain, with the stocks and indices ending the second week of Q4 2023 with mixed performances. The stock market appears to experience the previous  dynamics leading increasing market volatility,  due to inflation, world events, and other challenges since late Q2 2022.  On October 13, 2023, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends.

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

On Wednesday August 23, 2023, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock markets news and trends. Q3 2023 is already passed its half pushing forward toward the end with resilience. After a period with complex dynamics, the stock market experienced an upward momentum at the beginning of Q3 2023. However, in the last two weeks, there were some challenges. Then,  over  the last few days, the stock market indices appear to be in a recovery mode. Hence, close to two months within the quarter and as Q3 2023 progresses, most of the key market indices have been recovering and getting close to the highest levels reached Year-to-Date (YTD).

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

Q3 2023 is pushing forward. After a period with complex dynamics, Q3 2023 has been experiencing an upward momentum.  Year 2022, during which the stock market experienced major dynamics, mostly with historical randomness and a downtrend rollercoaster, saw the  major upbeat sentiments and performance observed in 2021 almost washed out. Year 2023 started with an upbeat sentiment, before experiencing the trends, volatility and seesaw movements observed in 2022, especially in latte Q1 2023 and in Q2023.   Now, more than a month within the quarter and as Q3 2023 progresses, most of the key market indices have been recovering and going above the levels of the previous quarters.

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

In the market analyses over the year 2023 , AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning  Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™,  has been looking  at the stock markets news and trends since Q1 2023. Since the beginning of the year, the stock market has been volatile,  with seesaw movements driven by the news around the world, the fears of recession, the resilience or weaknesses of some sectors, the inflation worries,  Ukraine wars, Chinese companies, and economical forecasts. From the analyses, the team has been coming up with insights and highlights on key stocks and market sentiments. The latest analysis has focused on the dynamics and trends at the start of Q3 2023. Below are the key stocks highlighted and expected to weight heavily in investment decisions in Q3 2023 and the associated sentiment analysis results.

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

As mentionned in the previous analyses, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning  Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™,  has been looking  at the stock markets news and trends in Q2 2023. Since the beginning of the year, the stock market has been volatile,  with seesaw movements driven by the news around the world, the fears of recession, the resilience or weaknesses of some sectors, the inflation worries,  Ukraine wars, Chinese companies, and economical forecasts. From the analysis, the team came up with insights and highlights on key stocks and market sentiments. Below are the key stocks highlighted and expected to weight heavily in investment decisions in Q2 2023 and the associated sentiment analysis results.

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

Q2 2023 is pushing forward. The quarter has followed the period with complex dynamics.  Year 2022, during which the stock market experienced major dynamics, mostly with historical randomness and a downtrend rollercoaster, saw the  major upbeat sentiments and performance observed in 2021 almost washed out. Q1 2023 started with an upbeat sentiment, before experiencing the trends, volatility and seesaw movements observed in 2022. However, in the last weeks of the quarter, some positivity started to show up.  By the end of the quarter, most of the key market indices had recovered and went above the levels of early January 2023.  Now, more than a month within the quarter, the market dynamics continue to be challenging. As promised at the beginning of the quarter, , AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis, Machine Learning  Econometrics and Time Series capabilities and Dominance Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, has been analyzing the stock market news and trends.  The results and insights on the trends and the projected dynamics  will be progressively shared in upcoming articles.

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.

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:  and here: ), 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.