Git Product home page Git Product logo

dineshthapax / web-social-media-analytics-project Goto Github PK

View Code? Open in Web Editor NEW
0.0 0.0 0.0 18.38 MB

This project includes Twitter Social Media Analytics, Facebook Graph Analysis and News API Data Analysis. See the final report for full understanding.

License: GNU General Public License v3.0

Jupyter Notebook 100.00%
community-detection-algorithm deep-learning facebook-graph-analysis graph-algorithms keras lda-topic-modeling logistic-regression lsa-topic-modeling machine-learning newsapi-analysis sentment-analysis social-network-analysis socialmediaanalytics tensorflow twitter-data-analysis twitter-sentiment-analysis twitter-trends-analysis wordcloud

web-social-media-analytics-project's Introduction

πŸ‘‹ Hi, I’m Dinesh Thapa

I am a skilled professional combining academic learning with real-world experience in data analytics, software development, and digital marketing. Currently studying for an MSc in Big Data Analytics at Birmingham City University, building upon a Bachelor's degree in Computer Applications. Proficient in various programming languages and tools, with a strong track record in projects involving data analysis, web development, and marketing.

-- Connect with me on LinkedIn (@hello-dinesh).

Basic Projects

1. Power BI Kevin Cookie Company

GitHub

2. WordCloud Project using R

GitHub

Academic Projects

1. Dissertation: Computer Vision for Autonomous Car using Big Data Technologies

05/2024 – Now
Currently, Working on this project.

2. Diabetes Prediction using Machine Learning and Graph Analysis using Neo4J

02/2024 – 05/2024
Used both Classification (Logistic Regression, Random Forest Classifier, and Gradient Boosted Tree Classifier) and Clustering (K-means and Gaussian Mixture Model) using Apache Spark to predict Diabetes. Also, performed graph analysis using Neo4j on Catch the Pink Flamingo dataset.
GitHub

3. Twitter Social Media Analytics, Facebook Graph Analysis, and News Article Analysis

02/2024 – 05/2024
Performed twitter trends analysis, sentiment analysis, and LDA topic modeling. Performed Graph Analysis using Facebook Network dataset. Performed News Article Analysis sourced from APIs, used LDA and LSA topic modeling, sentiment analysis using TensorFlow and Keras. News Article Category Prediction using Logistic Regression.
GitHub

4. Travel Salesman Problem using Genetic Algorithm

02/2024 – 05/2024
Used Genetic Algorithm to solve the travel salesman problem on dataset having multiple city’s locations.
GitHub

5. Amazon UK Data Mining Project

10/2023 – 12/2023
Used R Programming to perform dataset preprocessing, exploratory data analysis, time series analysis, regression analysis, and K-means clustering.
GitHub

6. Room Rental Marketplace Database System

10/2023 – 12/2023
Used SQL & MySQL and implemented two database optimization techniques: indexing and partitioning.
GitHub

7. Amazon UK E-commerce: Statistical Analysis

10/2023 – 12/2023
Used R Programming to answer relevant statistical questions using Amazon UK dataset and implemented different methods like Correlation Analysis, Regression Analysis, and Predictive Analysis.
GitHub

web-social-media-analytics-project's People

Contributors

dineshthapax avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.