How to Extract Instagram Data

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I'm attempting to construct a Microsoft Access database of Instagram accounts, and want to extract the following data, among other things:

  • Account name
  • Number of followers
  • Number of people followed
  • Number of posts (and their dates)
  • Number of likes of picture
  • Number of comments on picture

I don't have any trouble constructing databases but want to know if there is an easier/faster way to get all the information without having to look through each individual picture/account and pick out the info.

Is Microsoft Access the best way to go with this? Are there better solutions?

Well if this question has 'web-Scraping' keyword then allow me to share some information here..

Instagram has a JavaScript JSON data in their html source while display the user's information by link, like You can parse these data by any scripting language and can get JSON data.

Instagram shows only 10 Posts once in Single Request, You can see the user's Basic information like user name, biography, no of posts, no of followers and following. But, if we need all likes and comments and all images or likes and comments for each and every photo post. Then we have to click their 'Load more' button.

Load More request a Ajax Call include '?max_id' which gives you next 10 posts information. So you have to create a Post loop to Send/Get rest information until 'max_id' empty or null.

Example Request: First page,

Next Data Request:

and so on...

Recently I had some spare time and I was angry on Instagram ;) So just made a Script to solve all theses problems. This works on PHP and code are well commented, so I don't think this cause any issue to understand the application flow. You can see the script, how it works & can use logic with any other language.

This comes from this GitHub Repository Code

&.. Yes, it doesn't required Instagram API or else.. :)

Scrape Data from Instagram, Yeah, there are plenty of tools available online to scrape Instagram details. Even I was looking for scraper script to scrape Instagram profile details for multiple  Instagram’s data exporter tool isn’t available for your smartphone or tablet, and it’s unclear if, or when, it ever will be. Instead, pull up Instagram’s website and log in. Click on the person icon in the upper-right corner. Then, click on the gear-like icon to the right of the “Edit Profile” button.

Why not just look at the json data directly with url:

Is there any tool for extracting data from Instagram?, Why not just look at the json data directly with url:​__a=1. Instagram, the social networking app for sharing photos and videos, is learning how to extract meaning from the data it collects from its users to enhance the platform and better target advertising.

You should definitely check out Instagram's API, which can provide you all the public information you would want to scrape. You'll just need to write a script to make the proper API calls (provided below).

From Instagram's website:

We do our best to have all our URLs be RESTful. Every endpoint (URL) may support one of four different http verbs. GET requests fetch information about an object, POST requests create objects, PUT requests update objects, and finally DELETE requests will delete objects.

You'll just need to have the ACCESS-TOKEN value for the relevant account ready when you use the URL in your code, and be able to unpack the json that Instagram returns to you with each GET request. If the data isn't directly available, you can always back it out indirectly. - Account name - Number of followers - Number of people followed

Here's a great starting point:

And here's how you would make a call to an API in python:

#Python 2.7.6

import requests
from requests.auth import HTTPDigestAuth
import json

# Replace with the correct URL
url = "http://api_url"

# It is a good practice not to hardcode the credentials. So ask the user to enter credentials at runtime
myResponse = requests.get(url,auth=HTTPDigestAuth(raw_input("username: "), raw_input("Password: ")), verify=True)
#print (myResponse.status_code)

# For successful API call, response code will be 200 (OK)

    # Loading the response data into a dict variable
    # json.loads takes in only binary or string variables so using content to fetch binary content
    # Loads (Load String) takes a Json file and converts into python data structure (dict or list, depending on JSON)
    jData = json.loads(myResponse.content)

    print("The response contains {0} properties".format(len(jData)))
    for key in jData:
        print key + " : " + jData[key]
  # If response code is not ok (200), print the resulting http error code with description

How to Extract Instagram Data, Extract public Instagram profile data, comments and photos using the new jaroslavhejlek/instagram-scraper actor on Apify. Go beyond what the  The Amazing Trick To Scraping Instagram Data Using. This tutorial guides you to scrape the data from instagram such as the post title, content, url of the selected image, number of likes, etc. the data of internet celebrities means a lot to a marketer. octoparse can assist market developers to monitor the performance of a certain internet celebrity by simply steps in instagram.

How to scrape Instagram posts, comments and photos from the web, How do I access or review my data on Instagram? You're in control of your data on Instagram. You can view your account data or download a copy of your data on  Instagram’s “Data Download” feature can be accessed here or through the app’s privacy settings. It lets users export their photos, videos, archived Stories, profile, info, comments, and

How do I access or review my data on Instagram?, Two weeks ago TechCrunch called on Instagram to build an equivalent to Facebook's “Download Your Information feature so if you wanted to  Choose Your Date Range: You have access to all of the data since your Instagram account was attached to your Sprout plan. Make sure you choose a range that is after that initial date. Export Your Report: This is completely optional, but if you need to share or further analyze your data,

Instagram launches “Data Download” tool to let you leave , How to extract instagram data (in JSON format) and export the data to CSV (for viewing in Excel) You can parse these data by any scripting language and can get JSON data. Instagram shows only 10 Posts once in Single Request, You can see the user's Basic information like user name, biography, no of posts, no of followers and following.

View your instagram data in a spreadsheet, Extracting data from Instagram opens a new world of possibilities to you, as a business owner. Instagram Why should you scrape Instagram? 600 million users​  Finally, click the link Request Download underneath the headline Data Download. 2) Type the email address where you’d like to receive your download link, then click Next. 3) Enter your Instagram password, then click Request Download. NOTE: Instagram can only work on one request from your account at a time.

  • Iv decided ill open the page source and pull out everything i need from there.
  • Access is about the worst choice for anything.
  • Hello, I need to do this from Java as backend process. Can you tell how we can curl Load More ( as next url ?
  • I want to get hd_profile_pic_url_info. Is it possible with this
  • @Awadesh, That's a call from developers side. The "hd_profile_pic_url_info" is an option from users search but unfortunately, a user search is not working yet and that's why you will not able to get "hd_profile_pic_url_info". Well, you can give a try for tags (hashtag) with json data "" and find "display_url" in json data. Hope that's help :)
  • it works, its not open though, means you should be logged in to instagram to make this url work
  • From what i understand the API requires the user to give you access to their (already public) information. Is that the case?