Thread by @GrantHadlich

Each week I pull ~51000 tweets on US State mentions and do sentiment analysis. Most positive state was #Utah according to an ensemble model! In the replies are the individual models.
GitHub: github.com/ghadlich/State…
#NLP #Python #ML

I analyzed the sentiment on Twitter for each state + DC from the last week using a pretrained #BERT model from #huggingface.
Which state had the most positive mentions this week? It was #Utah!
#NLP #Python #ML

I analyzed the sentiment on Twitter for each state + DC from the last week using a pretrained #VADER model from #NLTK.
Which state had the most positive mentions this week? It was #Nevada!
#NLP #Python #ML

I analyzed the sentiment on Twitter for each state + DC from the last week using a #NaiveBayes model from #NLTK.
Which state had the most positive mentions this week? It was #Connecticut!
#NLP #Python #ML

I analyzed the sentiment on Twitter for each state + DC from the last week using a pretrained #Flair model from #ZalandoSE.
Which state had the most positive mentions this week? It was #Maine!
#NLP #Python #ML

I analyzed the sentiment on Twitter for each state + DC from the last week using a trained #DistilBert model from #huggingface.
Which state had the most positive mentions this week? It was #Maine!
#NLP #Python #ML

I analyzed the sentiment on Twitter for each state + DC from the last week using a pretrained #TextBlob model.
Which state had the most positive mentions this week? It was #California!
#NLP #Python #ML