Sentiment Predictor

We analyze your content and identify the sentiment, determining whether it is negative, positive, or neutral. We carefully examine, evaluate, and categorize your textual data.

Sentiment Predictor

We analyze your content and identify the sentiment, determining whether it is negative, positive, or neutral. We carefully examine, evaluate, and categorize your textual data.

The problem Sentiment Predictor solves

Sentiment analysis insights gathered from different sources lead to improved product features, pricing, store locations, customer experience, and overall employee satisfaction. This translates into a better return on investment from more profitable marketing strategies.

Challenges I ran into

To dealing with emojis
To vectorize the textual data.
To analysis sentiment or emotion with different tone and sarcsam.

Technologies used

Machine Learning

pandas

Deep Learning

Data Science

Natural Language Toolkit (NLTK)

Sentiment Analysis

NLP

Naive bayes

Discussion