Data Extraction & Analysis
A comprehensive data analysis project focusing on Eskom electrification data and Twitter sentiment analysis, providing insights into energy infrastructure and public perception.
Technologies Used
Key Features
- • Data Extraction
- • Statistical Analysis
- • Visualization
Data Sources
- • Eskom Reports
- • Twitter Data
- • Public Records
Project Overview
This project involved comprehensive data analysis of Eskom's electrification data and Twitter sentiment analysis. The objective was to understand energy infrastructure development and public perception of energy-related issues through data-driven insights.
Key Objectives
- • Analyze Eskom's electrification progress and patterns
- • Extract and analyze Twitter sentiment related to energy issues
- • Generate insights for infrastructure planning
- • Create visualizations for stakeholder communication
Implementation Details
1. Data Collection
- • Extracted data from Eskom's public reports and databases
- • Collected Twitter data using the Twitter API
- • Implemented automated data collection scripts
- • Established data validation and cleaning processes
2. Analysis Process
- • Conducted sentiment analysis on Twitter data
- • Created time-series analysis of trends
- • Developed correlation studies between variables
Outcome & Impact
The project provided valuable insights into Eskom's electrification progress and public sentiment regarding energy issues. The analysis helped identify patterns in infrastructure development and public perception, contributing to informed decision-making in energy sector planning.
Interested in Similar Projects?
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.
Get in Touch