This folder contains the dataset and plotting scripts for the Starlink and cellular network throughput measurements (Figure 1 in the paper) conducted using 5GTracker.
| Filename | Description |
|---|---|
att_all_area1.csv |
Dataset of AT&T (cellular) throughput used in this figure. |
mob_all_area1.csv |
Dataset of Mobility (Starlink) throughput used in this figure. |
tm_all_area1.csv |
Dataset of T-mobile (cellular) throughput used in this figure. |
vz_all_area1.csv |
Dataset of Verizon (cellular) throughput used in this figure. |
Fig1.py |
Python script for plotting. |
The dataset files att_all_area1.csv, mob_all_area1.csv, tm_all_area1.csv, and vz_all_area1.csv contain several fields. We provide descriptions for each field below.
| Field name | Description of the field |
|---|---|
time |
Timestamp of the test |
throughput |
Downlink throughput in Megabits per second (Mbps) |
speed |
Driving speed while experiments in miles per hour (Mph) |
latitude |
Latitude of the location while experiments |
longtitu |
Longitude of the location while experiments |
The provided script here is to generate Figure 1 shown in the paper.
Here are the software/package requirements. The version number in the bracket indicates the minimum version that our script has been tested on.
- Python 3 (>= 3.7.7)
- Pandas (>= 1.1.3)
- Matplotlib (>= 3.3.1)
- NumPy (>= 1.26.0)
- os
After cloning the repository, navigate to the Figure1 folder and simply run the following command.
python Fig1.py
If everything succeeds, the figure should be created with the format '.pdf'.