I’m trying to figure out how to build a statistical map for my web app. Here’s what I’ve got:
I have a MySQL database of zip codes, and each zip code has latitude & longitude.
I have users who have declared what zip code they live in.
I even have a haversine query which will show how many users exist within, for example, 25 miles of a given latitude/longitude, based on their zip code.
My question is this: Using this information, how could I approach building a statistical map for a web application using PHP?
I would be fine with using just a US map or even a North American map for now, but I’m just not sure how to build that map. Some options I’ve considered:
- Show a colored dot on the map, larger or smaller depending on the number of users near that location. I’m not sure how to do this, though, especially if those dots were to overlap!
- Show individual “pushpins” where the users are. Seems like this could get out of hand if my user base grows significantly
So back to my question. If I had 300 users in Dallas, 4,000 in NYC, 45 users in Detroit, 403 in Chicago… how would I be able to represent that on a map — and also how would I draw that map in a web application built on PHP?
You are trying to build a three-dimensional (probably even more dimensions) data display.
Your dimensions are:
This really does not define anything about the visual appearance, though.
A simple approach might be to calculate the absolute number of users per state and then color the state on the map according to some scale. You also might calculate the percentage of users living in a state compared to the absolute number and color that instead.
A different approach would be to put a dot for every user on the map, and if this dot was printed before, to change it’s color instead, e.g. make it brighter.
In the end, it really depends on what your actual data is and if your approach on visualizing it displays some significant information – but this can only be confirmend after you see it.