Poonam Narute

Data Scientist

Pune, Maharashtra, India0 mo experience

Key Highlights

Developed a sentiment analysis project using Python.
Proficient in data visualization and analysis tools.
Strong foundation in Natural Language Processing.

Stackforce AI infers this person is a Data Analyst with expertise in NLP and data visualization.

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Skills

Core Skills

Data AnalysisNatural Language Processing (nlp)

Other Skills

Twitter APIAWS Command Line Interface (CLI)Sentiment AnalysisData VisualizationPythonText AnalyticsWord ProcessingTokenizationRevenue & Profit GrowthHindiDatabase AdministrationMS Reporting ServicesVisualizationHigh Level Of AccuracyMicrosoft Power BI

About

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Github

Data Analysis using Python

– Present

Developed a Python-based sentiment analysis project that analyzes tweets from Twitter and determines the sentiment (positive, negative, or neutral) associated with specific topics or keywords. The project involved collecting real-time tweets, preprocessing text data, and employing machine-learning techniques to classify sentiments accurately.
Key Contributions and Achievements:
Utilized the Tweepy library to access Twitter's API for real-time tweet data retrieval.
Preprocessed the text data by removing special characters, stop words, and tokenization.
Employed the TextBlob library for sentiment analysis, using its pre-trained sentiment classifier.
Visualized sentiment trends over time using Matplotlib and produced sentiment distribution plots.
Implemented a user-friendly command-line interface (CLI) for easy interaction with the application.
Successfully deployed the project on GitHub, making it accessible to others.