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

Centum Learning Trainee Data Analyst | Power Bi | Excel | SQL | Python | Tableau

Experience

0 mo
Total Experience
--
Average Tenure
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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.
Twitter APIAWS Command Line Interface (CLI)Sentiment AnalysisData VisualizationPythonText Analytics+2

Education

Punyashlok Ahilyadevi Holkar Solapur University, Solapur

bachlor of science — Physics

Sep 2020Sep 2023

solapur univercity

BSC — PHYSICS

Jan 2018Jan 2021

Deshbhakt Sambhajirao Garad

BSC — Data Analysis

Jan 2021Present

Nagnath Junior college

12th — Data Analyst with python

Jan 2018Present

New English School Sayyed Warvade

10th — Data Analysis

Jan 2016Present

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