A Predictive Model for Road Traffic Data Analysis and Visualization to Detect Accident Zones
Budget: ₹1,500 – ₹12,500 INR
I have a dataset that includes accident data such as date, time, and locations. I am looking for an experienced data scientist to create a predictive model based on this data, which can help in detecting potential accident zones. Further, the model is expected to generate a visual representation of this data, to make it easy to understand.
Key Requirements:
- Develop a predictive model that can identify potential accident zones based on the available data.
- Visualize the data in Google Maps, including:
- Heatmap of accident locations.
- Trends over time.
- Types of accidents in each location.
Ideally, you should have experience in:
- Data Science and predictive modeling
- Geospatial analysis
- Visualization techniques
- Proficiency in using Google Maps API
Key Requirements:
- Develop a predictive model that can identify potential accident zones based on the available data.
- Visualize the data in Google Maps, including:
- Heatmap of accident locations.
- Trends over time.
- Types of accidents in each location.
Ideally, you should have experience in:
- Data Science and predictive modeling
- Geospatial analysis
- Visualization techniques
- Proficiency in using Google Maps API
Related categories:
Python
Machine Learning (ML)
Data Visualization
Data Analysis
Database Management