Tractor Movement Heatmap (Borusan Demo – April 2025) image

Tractor Movement Heatmap (Borusan Demo – April 2025)

Project Overview

Visualize millions of GPS points with blazing-fast interactive 3D heatmaps. Analyze movement, traffic, or asset density from simple CSVs—on a satellite basemap!

Skills Used

Data Visualization Python Streamlit PyDeck Map Analytics RTLS & GPS

Project Overview

Tractor Movement Heatmap is a high-performance visualization tool for analyzing real-world GPS/RTLS datasets—originally built to show traffic and activity density for factory vehicles at Borusan.
You simply upload a CSV (with Lat, Lon columns) and instantly get a live, interactive 3D density map—ready to explore, present, or analyze movement patterns.

See the live demo:
traffic-map-daglar510.streamlit.app

Key Features

  • Works with any CSV – just provide latitude and longitude columns.
  • Instant 3D heatmaps – grid cell size adjustable from ultra-fine (0.5m) to broad (10m+).
  • Bar height and color sharpness controls – reveal subtle or extreme density variations.
  • Green → Yellow → Red color scale – instantly spot traffic bottlenecks, hotspots, or idle zones.
  • Interactive satellite basemap – real-world context for every point.
  • Scalable for millions of points – works offline, or see the live online demo.
  • Hover tooltips – precise density info for any location.

Demo Preview

Below: Example heatmap from a Borusan site dataset.
Each 3D bar height/color shows the number of GPS points in that grid cell.

demov2.png

How It Works

  • Upload any GPS/RTLS CSV
    (Lat, Lon columns required—additional columns supported)
  • Adjust settings live:
    • Grid cell size (resolution)
    • Max bar height (3D effect)
    • Color sharpness (density scaling)
  • Hover to inspect – See real point counts per cell, not just “hot” or “cold” color.

No data leaves your machine – fully local app, but also available online.

Try It!

Open the live demo (Streamlit Cloud)

Example Data Format

assetId,assetName,updateDate,Lat,Lon
57ee4bdc-6018-418a-bbbb-a116b4bb85e6,16MEH31,2025-04-02T23:44:09,40.40727,29.09322
...

Technology Stack

  • Python (Streamlit, PyDeck, Pandas, Matplotlib, NumPy)
  • 3D map rendering on satellite basemap

Project by Dağlar Duman, 2025 –
For full code and documentation, see the GitHub repo.