instagram-common-likers-2.py

# instagram endpoint that would return the users who have liked a post
endpoint = 'https://www.instagram.com/graphql/query/?query_id=17864450716183058&variables=%s'

likers = []

for shortcode in shortcodes:
    url = endpoint % json.dumps({
        'shortcode': shortcode,
        'first': 1000,  # fetch the last 1,000 likers; you should paginate through results to fetch all likers
    })
    response = requests.get(url)
    data = json.loads(response.text)
    likers.append([
        edge['node']['username'] for edge in data['data']['shortcode_media']['edge_liked_by']['edges']
    ])