AroniSmartIntelligence Tutorial. Part 3- Regression Analysis Module. This is Part 3 of a series of tutorials on AroniSmartIntelligence™. It focuses on using Regression analysis models, including linear, logistic, and robust regression, generalized linear regression with spline, hierarchical mixed models, and econometric models.

Sentiment and Key Word Tags on Jan 31, 2023

On Tuesday January 31, 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. 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.

Sentiment and Key Word Tags on Dec 6, 2021

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 highlights on key stocks and market sentiments. Below are the key stocks highlighted and expected to weight heavily in investment decisions in Q4 2021 and the associated sentiment analysis results.

Market Profile

Market Profile: Stock Segmentation

Market Positivity Index

Market Sentiment

Stocks Bayesian Network View

Stocks to Watch: A - D

Stocks to Watch: D-M

Stocks to Watch: M-Z

Stocks to Watch: Sentiments and Word Tags

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Some Highlighted Stocks on July 31, 2020

On Friday July 31, 2020, 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. 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 heavy in investment decisions in Q3 2020.

Some Highlighted Words on July 31, 2020

On Friday July 31, 2020, AroniSmart™ team, leveraging the NLP, Text and Sentiment Analysis of AroniSmartInvest ™ and AroniSmartIntelligence™, looked at the stock market news feeds and other related economic news. From the analysis, the team came up with insights and hights on key words driving the market sentiments. Below are the key words driving the sentiments and valence and expected to weight heavy in investment decisions in Q3 2020.

Negative (Red), Positive(Green), Yellow (Stock), and Blue (Market Index)

Sentiment Words and Tags Cloud: Selected among more frequent or top 3000 tags

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Reaction on George Floyd Killing in May 2020 - I Can't Breathe

Ms. Darnella Frazier filmed the video of the policeman killing George Floyd

Ms. Darnella Frazier filmed the video of the policeman killing George Floyd