how to make instagram analysis web app

I'm making a web app for Instagram analytics, it's for my portfolio. I've read the whole Instagram developers documentation, but I don't know where to start.

Do you have an idea on where to start to make a web application for analytics?

I want to make a simple dashboard with analytical data from Instagram such as gender, followers, location, keywords in bio.

I know a few programming languages by basics such as HTML, CSS, Python and R. But I have a few questions on where I should begin.

Is there a framework for dashboard web apps?
How much data can I get from Instagram? (want to focus specifically on Instagram)
How can I establish the data in the backend?
What tutorials are there to learn web apps and API(Instagram API)?

I'm looking forward to your answer.

Solution

Not a typical stackoverflow question but since you apparently just want a place to begin with, Codecademy have a free three hours course on Watson API to gather data from twitters users.

https://www.codecademy.com/

I guess it's close enough and might help you. Good luck.