Development of a Data-Driven Portal for Scientific Crop Estimation and Analysis
Case Studies
Challenges & Solutions
Technical Environment
Results
Executive Summary
Client
Ministry of Agriculture
Industry
Agriculture, Government
Business Problem
The client faced challenges with a manual, time-consuming process for crop estimation, leading to poor data access, inaccuracies, and security issues.
Outcome
The portal significantly streamlined the crop estimation process, enhancing data quality, visualization, and security. It reduced manual efforts and improved decision-making efficiency.
Challenges
- Completely manual process.
- Time-consuming and inefficient for quick decision-making.
- Increasing complexity in data storage, analysis, and visualization.
- Poor data access and accuracy due to multiple users.
- Security issues with sensitive data not suited for Excel files.
- Lack of effective visualization due to large data volumes.
Solutions
- Collected comprehensive secondary datasets related to agriculture.
- Developed a user-friendly portal with various dashboards for data analysis and visualization.
- Enabled access for researchers, policymakers, and stakeholders involved in agriculture.
Technical Environment
- Technologies: React.JS, MobX, HTML, CSS, JavaScript, MaterialUI, React AG Grid
- Design and Prototyping: Adobe XD
Results
- Time-saving in data processing and estimation.
- Improved data accuracy and minimized errors.
- Enhanced data access and visualization capabilities.