Ritvik Ramdas

Computer science

Hometown: Fremont, California, United States

Graduation date: Spring 2023

Ritvik Ramdas
Data icon, disabled. Four grey bars arranged like a vertical bar chart.

FURI | Fall 2020

Visualizing Spatio-Temporal Data

The research question is “How can Spatio-temporal data be visualized on a graphical plot within the Lampy project of the DataSystems’ Lab?” By using high-level Python libraries and data set software such as Matplotlib, time-series can be visualized. Likewise, spatial data can be visualized from the shapely library from GeoPanda, another similar software. However, if a particular dataset contains both spatial and temporal information, visualizing it is not supported by these libraries. This is the challenge the research team faces. Additionally, the project should account for users that may be interested in visualizing the results generated from it.


View the poster
QR code for the current page

It’s hip to be square.

Students presenting projects at the Fulton Forge Student Research Expo are encouraged to download this personal QR code and include it within your poster. This allows expo attendees to explore more about your project and about you in the future. 

Right click the image to save it to your computer.

Additional projects from this student

Developing vector maps allows industries to model and scale cities and regions on a multi-dimensional and global scale for their clients.


  • FURI
  • Spring 2020