AroniSmartInvest and AroniSmartIntelligence Stock Market Sentiment Machine Learning and NLP Analysis: Update on Market Sentiment and Highlighted Stocks as of Mid-September 2022

Sentiment positivity and Key Stocks on Sep 21, 2022

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Since mid-Q2 2022, the stock market has been experiencing swing slide seesaw dynamics. After the high volatility mixed with  some positive trends observed in  July 2022, positive trends were observed in August 2022.  On  August 13, 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 analysis showed that by  mid-Q3 2022  the dynamics had  changed, with positive trends and improvements of all key market indices, except Crude Oil.  On  September 21, 2022  AroniSmart™ team updated the analysis. From the latest analysis, the team has come up with insights and highlights on key stocks and the market sentiment  driving the dynamics of the stock market by towards the end of Q3 2022. 

Key Insights based on AroniSmart Analysis

The volatility of the stock market has  persisted, negatively impacting  trends and both national and worldwide events and economic situation  have  continued to drive the market dynamics, with all the key indices  with significant negative trends.  Hence, the  dynamics observed mid-Q3 2022  with positive trends and improvements of all key market indices, except Crude Oil have been erased. As in previous analyses, the dynamics observed since late Q1 2022 - early Q2 2022  continue to be  the main drivers of the persistent,  and  recently  worsening,  volatility of the stock market. The factors captured in the Machine Learning of sentiment analysis remain the persistent inflation,  Federal Reserve Bank interest rates policies, Russia-Ukraine war, the worries about  China's economy,  and the projected economic performance  of major corporations.  In the new analysis, the data on the softening inflation appears not to positively affect the stock  market.  The major drivers are the expected impact of Federal Reserve Bank interest rates policies, China's economy and  energy  worries in Europe due to the Russia-Ukraine war.

The insights based on the latest analysis are telling. The sentiment positivity has worsened, the Federal reserves actions on interest rates, despite the seemingly  positive effects on inflation,  appear to have fueled the overall worries about an potential upcoming recession.  Another rise of .75% on Sep 21, 2022 has fueled the speculations.  The latest rate hike has brought the Federal Reserve Bank ’s benchmark interest rate, the federal funds rate, to a new range of 3.0% to 3.25%  from a current range between 2.25% and 2.5%. The new range is the highest level since 2008.

The dynamics in the stock market have negatively impacted all the stock market indices. In one month, the indices have peformed as follows:

  • S&P 500(^GSPC): -10.37%
  • DOW 30 (^DJI): -10.45%
  • NASDAQ (^IXIC): -11.69%
  • RUSSELL 2000 (^RUT): -9.97% 
  • Crude Oil Nov 22 (CL=F):  - 14.46%
  • Gold Dec 22 (GC = F): -3.72%

  From early July 2022 to mid-August,  the U.S. stock prices seemed to persist on a momentous bounce back, after  historical losses,  despite some periods of  being dragged down.  Then, by September  2022, the U.S. stock prices had gone on a declining slide.  The previous analyses by AroniSmart Team highlighted  the fact that, until recently, the stock market bottom reached in 2020 was believed to be the worst, before, at some point, the U.S. stocks experienced historical weekly losses, with Dow Jones suffering the longest losing streak in recent history, apparently the worst since 1932. The latest dynamics continue to remind the history.

The previous analyses had highlighted the probability of a market stabilization over Summer,  despite  persistent deep uncertainties and the fears of a recession. The  trends observed in August and early Sept  analyses showed appeared to validate probabilities of temporary stabilization. Hence the latest performances pointed to many issues found based on the sentiment analysis using the Natural Language Processing (NLP)  and machine learning and data science. For example,  negative sentiment words such as tip of iceberg, repress, bankrupt, mislead, meltdown, hang, catastroph, greed, disappoint, etc... weighting heavy and highliting the challenges faced by investors and consumers, especially with persistent inflation and world events.  

On the positive sentiment side, words like boost, bolster, progress, talent, work, sustain, support, gain, cheap, etc.. point to the Federal Reserve Bank and government policies  targeting inflation. 

At the same time, as predicted in an analysis on Apple Stock, before the latest Fall event held on Sept 7, 2022 ().

), the stock has remained resilient, despite seesaw movements, even during single days,  validating the bullish view of  stock market analysts on Apple’s outlook,  with some analysts maintaining  Apple stock  in "Buy", "Strong Buy"  or "Keep", projecting that the demand for Apple products will likely remain strong into next year. 


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As  in the  analysis as of early July 2022, AroniSmart stock segment analysis  show that,  for all the segments,  the following changes  are currently negative: changes from 52 week high,  changes from 50 days, and changes from 200 days

Findings from AroniSmartIntelligence and AroniSmartInvest.

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

AroniSmartIntelligence Sentiment Analysis and Stocks - September 21 2022 - Market Profile

Figure 1: AroniSmartIntelligence Sentiment Analysis and Stocks - September 21 2022 - Market Profile for AZN

AroniSmartIntelligence Sentiment Analysis Stocks - September 21 2022 - Stocks Segmentation - Changes in prices and technicals

Figure 2: AroniSmartIntelligence Sentiment Analysis Stocks - September 21 2022 - Stocks Segmentation: Changes in prices and technicals.

AroniSmartIntelligence Sentiment Analysis Stocks - August 13 2022

Figure 3: Market Profile: High Performing and Short Growth Stocks - Sample

AroniSmartIntelligence Sentiment Analysis Stocks  Tags - September 21 2022

Figure 4 : AroniSmartIntelligence Sentiment Analysis and Word Tags - September 21 2022

AroniSmartIntelligence Sentiment Analysis Stocks - August 13 2022

Figure 5: AroniSmartIntelligence Sentiment Analyisis Stocks and Word Tags and Positivity - September 21 2022


AroniSmartIntelligence Sentiment Analyisis Stocks to Watch - September 21 2022

Figure 6: AroniSmartIntelligence Sentiment Analysis Stocks to Watch A - E - September 21 2022


AroniSmartIntelligence Sentiment Analyisis Stocks to Watch E - N - September 21 2022

Figure 7: AroniSmartIntelligence Sentiment Analysis Stocks to Watch E - N - September 21 2022


AroniSmartIntelligence Sentiment Analyisis Stocks to Watch  N - Z - September 21 2022

Figure 8: AroniSmartIntelligence Sentiment Analysis Stocks to Watch N - Z - September 21 2022


More detailed analyses can be conducted using AroniSmartIntelligence™ and AroniSmartInvest™ Big Data, Machine Learning, Time Series and Sentiment Analysis capabilities.

For  more on AroniSmartIntelligence™ and AroniSmartInvest™ capabilities, visit AroniSoft web site by clicking here. AroniSmartInvest™ and AroniSmartIntelligence ™ are available on Apple's App Store.



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