Once done, you will need to configure the Google Maps with an API Key for a Google project with Maps Javascript API enabled. Next, you will need to install the Google Maps library as the heat map will be plotted over the maps. import pandas as pdįor beginners, just pressing Shift + Enter will execute your code line in the notebook.
I used a Jupyter Notebook environment for running Python scripts which can be easily set up using Anaconda. And so I did it and here’s how you could do it too. I told the team that I will be able to solve this for them and get back within 24 hours. We have a dedicated AI/ML team in the company, still, I thought that why not make use of this to test myself and put effective learning into practice. So, the only task we had was to plot the heatmap on Google maps and we can easily have the data visualization. Since we store the location of our delivery fleet when they mark the order as delivered from the app, we already have the lat-long co-ordinated of all the orders. I was pursuing Python for Data Science and Machine Learning Bootcamp from Udemy and we were into our weekly leadership meeting when Jitendra Rawal, Head of Operations at Frendy, started a discussion around measuring the density of orders being delivered in Covid-19 situation across the city so as to optimize operations and deliveries.
One such thing happened with me in June 2020. But only learning doesn’t help unless you actually implement it and make its use. Heatmap with Python and GoogleMaps TutorialĪs a product manager, I always look to upgrade my skills and learn new things.
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