Series

Where's my Voi scooter

In this series, I aim to do data analysis on the Voi scooters in my city.

Where's my Voi scooter: [Conclusion] What I learned from Voi scooter data this summer
This blog post concludes what I learned from the data collected in the Where's my Voi scooter series. I started this study at the beginning of the summer aiming to find ways to locate a Voi scooter by collecting data on Voi scooters. I tracked the sc...
Sep 20, 202210 min read112
Where's my Voi scooter: [10] Analysis of data in July 2022
In this blog, I will analyse the data of Voi scooters in my area in July using the Python program I built previously. All the messy code will not be shown here, but you can see the beautiful plots and graphs generated from the data. If you are intere...
Sep 7, 20225 min read35
Where's my Voi scooter: [9] Masking scooter heatmap on the map using Python PIL module
In this blog, I plan to incorporate the map into the heatmap made in the previous blog post, because, with only the heatmap, you can see which coordinates have a lot of scooters, but you have to reference the map with the coordinates, which is inconv...
Aug 3, 20223 min read20
Where's my Voi scooter: [8] Creating Heatmap for distribution of scooters
In this blog, I aim to investigate the distribution of scooters. Finding out the latitude and longitude of my city Scooter data uses latitude and longitude to store where they are. Latitude and longitude are a way to represent where something is in t...
Jul 21, 20229 min read30
Where's my Voi scooter: [7] Analysis of scooter battery with graphs
I will be trying to learn from the data set I collected, starting with the battery of scooters. Deal with missing data Because of my data collection program crashing, there are some data missing, I now need to find them out, so that I don't mess up m...
Jul 11, 20229 min read35
Where's my Voi scooter: [6] Changing the data storage format
In this blog post I will first fix the data collection program, and then change how the data is stored, to facilitate further analysis. Improving the data collection program The data collection program crashed multiple times. Since data cannot be col...
Jul 7, 20228 min read35

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