Instagram Scraper
With over 1.2 billion members, Instagram is one of the biggest social networks in the world.
It’s a great place to stay up to date, learn about current trends and about your audience’s interests.
Instagram have tons of marketing useful data, web scraping is the best way to collect them automatically. Then, analyze the results and learn what’s cool and loved from your audience.
Our Instagram web scraping API is built to collect the data you need efficiently and without getting blocked. Collect data from Instagram profiles, hashtags and posts!
Overview
Extract data from Instagram profiles
Collect data from a specific Instagram hashtag
Get information from single Instagram posts
Instagram profile
Our Instagram web scraping API allows you to retrieve informations from Instagram profile pages.
Enter an Instagram profile name and collect all associated data:
- Latest posts
- Profile image
- Biography
- External URL
- Number of followed profile
- Likes
- Number of posts
- Followers
- Verified status
- Posts
- Posts images
- Number of comments per posts
- Number of likes per post
And here is what you get in json code⤵
[
{
"account": "la_frenchtech",
"caption": "🤖 #DeepNum20 | 3, 2, 1… Lancement du programme French Tech DeepNum20 !\n\nL'objectif ? Renforcer l’accompagnement des start-up françaises opérant dans les secteurs numériques prioritaires du plan #France2030. 🦾\n\n⏳ Postulez avant le 21 septembre sur 👉 https://lafrenchtech.com/fr/french-tech-deepnum-20/ @jeannoelbarrot @brunolemaire @dgentreprises @economie_gouv",
"profile_name": "La French Tech",
"profile_image_link": "https://instagram.fewr1-6.fna.fbcdn.net/v/t51.2885-19/328363498_710148577418028_8051203244050914838_n.jpg?stp=dst-jpg_s150x150&_nc_ht=instagram.fewr1-6.fna.fbcdn.net&_nc_cat=100&_nc_ohc=PeY-jm8c_owAX-masWl&edm=AKEQFekBAAAA&ccb=7-5&oh=00_AfBD4rcMI8fSpeRQq2ofjEmPgW_x4kyk2_jqfC8ikhNRnA&oe=644A64A5&_nc_sid=035b3a",
"author_id": "4575188529",
"biography": "La French Tech, c'est le nom collectif pour désigner tous les acteurs de l’écosystème de #startup français en France 🇫🇷 et à l'étranger 🌍",
"id": "2895287061570062824",
"business_email": null,
"external_url": "https://lafrenchtech.com/fr/la-france-aide-les-startups/french-tech-deepnum-20/",
"following": 65,
"likes": 154,
"media_type": "Carousel",
"posts_count": 2,
"followers": 21586,
"is_verified": false,
"datetime": 1659365135000,
"image_url": "https://scontent-cdg4-1.cdninstagram.com/v/t51.2885-15/296785401_1415020915664970_7240250798776756743_n.jpg?stp=dst-jpg_e35_s1080x1080&_nc_ht=scontent-cdg4-1.cdninstagram.com&_nc_cat=106&_nc_ohc=6fzlsP38oUsAX-mbb8N&edm=APU89FABAAAA&ccb=7-5&oh=00_AfCuKL3MXRhak-qbY6NvqiHbH3ikZdRYLASEELXS681WqA&oe=644AF1FE&_nc_sid=86f79a",
"url": "https://www.instagram.com/p/CguID4bqwno/",
"comments": 6,
"thumbnail_src": "https://scontent-cdg4-1.cdninstagram.com/v/t51.2885-15/296785401_1415020915664970_7240250798776756743_n.jpg?stp=dst-jpg_e35_s640x640_sh0.08&_nc_ht=scontent-cdg4-1.cdninstagram.com&_nc_cat=106&_nc_ohc=6fzlsP38oUsAX-mbb8N&edm=APU89FABAAAA&ccb=7-5&oh=00_AfBiS36JXwYG9Swb6CSM7nbWV5D5rLGTb5KUhy-X40X7wA&oe=644AF1FE&_nc_sid=86f79a",
"thumbnails": [
{
"src": "https://scontent-cdg4-1.cdninstagram.com/v/t51.2885-15/296785401_1415020915664970_7240250798776756743_n.jpg?stp=dst-jpg_e35_s640x640_sh0.08&_nc_ht=scontent-cdg4-1.cdninstagram.com&_nc_cat=106&_nc_ohc=6fzlsP38oUsAX-mbb8N&edm=APU89FABAAAA&ccb=7-5&oh=00_AfBiS36JXwYG9Swb6CSM7nbWV5D5rLGTb5KUhy-X40X7wA&oe=644AF1FE&_nc_sid=86f79a",
"config_width": 640,
"config_height": 640
}
]
},
{
"account": "la_frenchtech",
"caption": "J-7 🚨 ! Plus qu’une semaine pour candidater à la phase Prépa de cette nouvelle édition du French Tech Tremplin !\n\nVous rêvez de lancer votre #startup et remplissez l’une des conditions suivantes ?\n▶️ êtes bénéficiaire des minimas sociaux (RSA, AAH...),\n▶️ êtes étudiant boursier ou anciennement étudiant boursier (moins d’un an depuis la fin de la bourse) de niveau 5 à 7,\n▶️ êtes pupille de l’État,\n▶️ résidez dans un quartier prioritaire de la ville (QPV), dans un quartier de veille active (QVA) ou dans une zone de revitalisation rurale (ZRR),\n▶️ avez le statut de réfugié reconnu par l’OFPRA.\n\nSi oui, n'attendez plus ! L’État peut vous accompagner durant 2 mois pour faire de votre rêve une réalité 💭\n\nDéposez sans tarder votre candidature 👉 lafrenchtech.com/tremplin\n\n⌛ Date limite pour déposer son dossier : lundi 1er août.",
"profile_name": "La French Tech",
"profile_image_link": "https://instagram.fewr1-6.fna.fbcdn.net/v/t51.2885-19/328363498_710148577418028_8051203244050914838_n.jpg?stp=dst-jpg_s150x150&_nc_ht=instagram.fewr1-6.fna.fbcdn.net&_nc_cat=100&_nc_ohc=PeY-jm8c_owAX-masWl&edm=AKEQFekBAAAA&ccb=7-5&oh=00_AfBD4rcMI8fSpeRQq2ofjEmPgW_x4kyk2_jqfC8ikhNRnA&oe=644A64A5&_nc_sid=035b3a",
"author_id": "4575188529",
"biography": "La French Tech, c'est le nom collectif pour désigner tous les acteurs de l’écosystème de #startup français en France 🇫🇷 et à l'étranger 🌍",
"id": "2890755132118357387",
"business_email": null,
"external_url": "https://lafrenchtech.com/fr/la-france-aide-les-startups/french-tech-deepnum-20/",
"following": 65,
"likes": -1,
"video_view_count": 1584,
"media_type": "Igtv",
"posts_count": 2,
"followers": 21586,
"is_verified": false,
"datetime": 1658825087000,
"image_url": "https://scontent-cdg4-1.cdninstagram.com/v/t51.2885-15/295934708_1041179156549492_5969637968041544640_n.jpg?stp=dst-jpg_e35_s1080x1080_sh0.08&_nc_ht=scontent-cdg4-1.cdninstagram.com&_nc_cat=108&_nc_ohc=R4RU69sef_IAX8TKxTM&edm=APU89FABAAAA&ccb=7-5&oh=00_AfB4lFQ9Fkrkja3cMvIpVbotbah4RrpjFYC3bgTrI4uejQ&oe=6447CA8D&_nc_sid=86f79a",
"video_url": "https://scontent-cdg4-2.cdninstagram.com/v/t50.16885-16/296166798_440326678013767_2695045305526796254_n.mp4?efg=eyJ2ZW5jb2RlX3RhZyI6InZ0c192b2RfdXJsZ2VuLjE5MjAuaWd0di5oaWdoIiwicWVfZ3JvdXBzIjoiW1wiaWdfd2ViX2RlbGl2ZXJ5X3Z0c19vdGZcIl0ifQ&_nc_ht=scontent-cdg4-2.cdninstagram.com&_nc_cat=107&_nc_ohc=q_fMUdmuYXkAX9RjkFu&edm=APU89FABAAAA&vs=804495844051202_106845106&_nc_vs=HBksFQAYJEdJNGxweEZIWnpxTGVaQUJBTjQtZ2lsdHVXWWxidlZCQUFBRhUAAsgBABUAGCRHSUhRbnhIN1JUR05TSVlBQUczdDJpMlBUTE1MYnZWQkFBQUYVAgLIAQAoABgAGwGIB3VzZV9vaWwBMRUAACa87%2FqQkenZPxUCKAJDMywXQEhd0vGp%2B%2BcYEmRhc2hfaGlnaF8xMDgwcF92MREAdewHAA%3D%3D&_nc_rid=a83d761f0a&ccb=7-5&oh=00_AfDUvGDV2Jv9fX5ISbNlABVCPWTYpufRBgg9g6wghzcRWA&oe=6447B0BB&_nc_sid=86f79a",
"url": "https://www.instagram.com/p/CgeBnoOjVWL/",
"comments": 4,
"thumbnail_src": "https://scontent-cdg4-1.cdninstagram.com/v/t51.2885-15/295934708_1041179156549492_5969637968041544640_n.jpg?stp=c315.0.810.810a_dst-jpg_e15_s640x640&_nc_ht=scontent-cdg4-1.cdninstagram.com&_nc_cat=108&_nc_ohc=R4RU69sef_IAX8TKxTM&edm=APU89FABAAAA&ccb=7-5&oh=00_AfDULWqCPwa1h5RklLuJCeJuc11unsl3zWt2b-cUuEe7Ug&oe=6447CA8D&_nc_sid=86f79a",
"thumbnails": [
{
"src": "https://scontent-cdg4-1.cdninstagram.com/v/t51.2885-15/295934708_1041179156549492_5969637968041544640_n.jpg?stp=dst-jpg_e35_s640x640_sh0.08&_nc_ht=scontent-cdg4-1.cdninstagram.com&_nc_cat=108&_nc_ohc=R4RU69sef_IAX8TKxTM&edm=APU89FABAAAA&ccb=7-5&oh=00_AfARJd4N9bnUAbcWaI9Glg8FZpJBObwrILT29t42MdnlIA&oe=6447CA8D&_nc_sid=86f79a",
"config_width": 640,
"config_height": 360
}
]
}
]
Instagram posts
Get the data from the posts that interest you.
Enter the URL post, and collect all the related data:
- Post URL
- Post date
- Post text
- Likes
- Content of the 1st 30 comments
- Media
- Sponsor
- Sponsor links
And here is what you get ⤵
{
"url": "https://www.instagram.com/p/CQd4lfnNwvV/",
"profile": {
"id": "2025001897",
"is_verified": true,
"profile_pic_url": "https://instagram.foua1-1.fna.fbcdn.net/v/t51.2885-19/207696833_1423225411377790_7822892350095029405_n.jpg?stp=dst-jpg_s150x150&_nc_ht=instagram.foua1-1.fna.fbcdn.net&_nc_cat=110&_nc_ohc=_itKYFRyEToAX9O499i&edm=AP_V10EBAAAA&ccb=7-5&oh=00_AfDeca8P-Mr9RDPrDK-vPy2aflRnpEP6H__ST4tEcSx-gQ&oe=644BDA12&_nc_sid=4f375e",
"username": "windows",
"blocked_by_viewer": false,
"restricted_by_viewer": null,
"followed_by_viewer": false,
"full_name": "Windows",
"has_blocked_viewer": false,
"is_embeds_disabled": false,
"is_private": false,
"is_unpublished": false,
"requested_by_viewer": false,
"pass_tiering_recommendation": true,
"edge_owner_to_timeline_media": {
"count": 827
},
"edge_followed_by": {
"count": 1978302
}
},
"media_url": "https://instagram.foua1-1.fna.fbcdn.net/v/t51.2885-15/204751774_954721708710290_3071819698407734088_n.jpg?stp=dst-jpg_e15_fr_s1080x1080&_nc_ht=instagram.foua1-1.fna.fbcdn.net&_nc_cat=102&_nc_ohc=RilscmimvHcAX_OEC3N&edm=AP_V10EBAAAA&ccb=7-5&oh=00_AfBYBBwVdgPmlcSsh-Y8dfrBYC51RrjbwTmWfrpfEC9c6Q&oe=6447D905&_nc_sid=4f375e",
"video_url": "https://instagram.foua1-1.fna.fbcdn.net/v/t50.2886-16/205672842_561535201649323_578508725279520310_n.mp4?efg=eyJ2ZW5jb2RlX3RhZyI6InZ0c192b2RfdXJsZ2VuLjk2MC5mZWVkLmRlZmF1bHQiLCJxZV9ncm91cHMiOiJbXCJpZ193ZWJfZGVsaXZlcnlfdnRzX290ZlwiXSJ9&_nc_ht=instagram.foua1-1.fna.fbcdn.net&_nc_cat=107&_nc_ohc=Qz52sR7m2fsAX-qkhwA&edm=AP_V10EBAAAA&vs=17890644809201097_451212220&_nc_vs=HBksFQAYJEdJcFJRZ3lySWptYXR2NEJBRGIydjkyZVJnY0lia1lMQUFBRhUAAsgBABUAGCRHQjJ2T0F6ek1SaVZxeVFCQUNOMjJqUWszNkpsYmtZTEFBQUYVAgLIAQAoABgAGwAVAAAm2rWQ1oW9vD8VAigCQzMsF0AjMzMzMzMzGBJkYXNoX2Jhc2VsaW5lXzFfdjERAHXqBwA%3D&ccb=7-5&oh=00_AfA1tmoKs9GrAgYLRw6C0j-AP3HUFxBLydp8HprmwEDb2w&oe=6447C993&_nc_sid=4f375e",
"video_view_count": 92809,
"video_play_count": "N/A",
"post_text": "Set a reminder to experience what’s new, live, June 24th at 11 am ET 📅 Link in bio.",
"likes_amount": 18790,
"post_timestamp": 1624460446,
"sponsor": "N/A",
"sponsor_link": "N/A",
"comments": [
{
"name": "jstn.wgnr",
"text": "Okay so y'all playing @prettylights"
},
{
"name": "jstn.wgnr",
"text": "Okay so y'all playing @prettylights"
},
{
"name": "yurytupikov",
"text": "🔥😍👏"
},
{
"name": "newfashion8605",
"text": "Sem dúvidas o Windows mais bonito.😍"
},
{
"name": "kimxpcomputerservices",
"text": "Amazing"
},
{
"name": "kimxpcomputerservices",
"text": "Amazing"
},
{
"name": "_mustafa_farooq_",
"text": "@heres_maaz @_hamza__syed_"
},
{
"name": "irf_oualla",
"text": "@amine_dnt"
}
],
"comments_count": 417,
"media": [
{
"src": "https://instagram.foua1-1.fna.fbcdn.net/v/t51.2885-15/204751774_954721708710290_3071819698407734088_n.jpg?stp=dst-jpg_e15_fr_s1080x1080&_nc_ht=instagram.foua1-1.fna.fbcdn.net&_nc_cat=102&_nc_ohc=RilscmimvHcAX_OEC3N&edm=AP_V10EBAAAA&ccb=7-5&oh=00_AfBYBBwVdgPmlcSsh-Y8dfrBYC51RrjbwTmWfrpfEC9c6Q&oe=6447D905&_nc_sid=4f375e",
"config_width": 1080,
"config_height": 1080
}
],
"id": "2602485026859191253",
"external_url": "",
"display_url": "",
"biography": "N/A"
}{
"url": "https://www.instagram.com/p/CQd4lfnNwvV/",
"profile": {
"id": "2025001897",
"is_verified": true,
"profile_pic_url": "https://instagram.foua1-1.fna.fbcdn.net/v/t51.2885-19/207696833_1423225411377790_7822892350095029405_n.jpg?stp=dst-jpg_s150x150&_nc_ht=instagram.foua1-1.fna.fbcdn.net&_nc_cat=110&_nc_ohc=_itKYFRyEToAX9O499i&edm=AP_V10EBAAAA&ccb=7-5&oh=00_AfDeca8P-Mr9RDPrDK-vPy2aflRnpEP6H__ST4tEcSx-gQ&oe=644BDA12&_nc_sid=4f375e",
"username": "windows",
"blocked_by_viewer": false,
"restricted_by_viewer": null,
"followed_by_viewer": false,
"full_name": "Windows",
"has_blocked_viewer": false,
"is_embeds_disabled": false,
"is_private": false,
"is_unpublished": false,
"requested_by_viewer": false,
"pass_tiering_recommendation": true,
"edge_owner_to_timeline_media": {
"count": 827
},
"edge_followed_by": {
"count": 1978302
}
},
"media_url": "https://instagram.foua1-1.fna.fbcdn.net/v/t51.2885-15/204751774_954721708710290_3071819698407734088_n.jpg?stp=dst-jpg_e15_fr_s1080x1080&_nc_ht=instagram.foua1-1.fna.fbcdn.net&_nc_cat=102&_nc_ohc=RilscmimvHcAX_OEC3N&edm=AP_V10EBAAAA&ccb=7-5&oh=00_AfBYBBwVdgPmlcSsh-Y8dfrBYC51RrjbwTmWfrpfEC9c6Q&oe=6447D905&_nc_sid=4f375e",
"video_url": "https://instagram.foua1-1.fna.fbcdn.net/v/t50.2886-16/205672842_561535201649323_578508725279520310_n.mp4?efg=eyJ2ZW5jb2RlX3RhZyI6InZ0c192b2RfdXJsZ2VuLjk2MC5mZWVkLmRlZmF1bHQiLCJxZV9ncm91cHMiOiJbXCJpZ193ZWJfZGVsaXZlcnlfdnRzX290ZlwiXSJ9&_nc_ht=instagram.foua1-1.fna.fbcdn.net&_nc_cat=107&_nc_ohc=Qz52sR7m2fsAX-qkhwA&edm=AP_V10EBAAAA&vs=17890644809201097_451212220&_nc_vs=HBksFQAYJEdJcFJRZ3lySWptYXR2NEJBRGIydjkyZVJnY0lia1lMQUFBRhUAAsgBABUAGCRHQjJ2T0F6ek1SaVZxeVFCQUNOMjJqUWszNkpsYmtZTEFBQUYVAgLIAQAoABgAGwAVAAAm2rWQ1oW9vD8VAigCQzMsF0AjMzMzMzMzGBJkYXNoX2Jhc2VsaW5lXzFfdjERAHXqBwA%3D&ccb=7-5&oh=00_AfA1tmoKs9GrAgYLRw6C0j-AP3HUFxBLydp8HprmwEDb2w&oe=6447C993&_nc_sid=4f375e",
"video_view_count": 92809,
"video_play_count": "N/A",
"post_text": "Set a reminder to experience what’s new, live, June 24th at 11 am ET 📅 Link in bio.",
"likes_amount": 18790,
"post_timestamp": 1624460446,
"sponsor": "N/A",
"sponsor_link": "N/A",
"comments": [
{
"name": "jstn.wgnr",
"text": "Okay so y'all playing @prettylights"
},
{
"name": "jstn.wgnr",
"text": "Okay so y'all playing @prettylights"
},
{
"name": "yurytupikov",
"text": "🔥😍👏"
},
{
"name": "newfashion8605",
"text": "Sem dúvidas o Windows mais bonito.😍"
},
{
"name": "kimxpcomputerservices",
"text": "Amazing"
},
{
"name": "kimxpcomputerservices",
"text": "Amazing"
},
{
"name": "_mustafa_farooq_",
"text": "@heres_maaz @_hamza__syed_"
},
{
"name": "irf_oualla",
"text": "@amine_dnt"
}
],
"comments_count": 417,
"media": [
{
"src": "https://instagram.foua1-1.fna.fbcdn.net/v/t51.2885-15/204751774_954721708710290_3071819698407734088_n.jpg?stp=dst-jpg_e15_fr_s1080x1080&_nc_ht=instagram.foua1-1.fna.fbcdn.net&_nc_cat=102&_nc_ohc=RilscmimvHcAX_OEC3N&edm=AP_V10EBAAAA&ccb=7-5&oh=00_AfBYBBwVdgPmlcSsh-Y8dfrBYC51RrjbwTmWfrpfEC9c6Q&oe=6447D905&_nc_sid=4f375e",
"config_width": 1080,
"config_height": 1080
}
],
"id": "2602485026859191253",
"external_url": "",
"display_url": "",
"biography": "N/A"
}
Instagram hashtags
Retrieve all the data related to a hashtag with our web scraping API.
Fill in the hashtag, and collect what you want.
- Post URL
- Post author ID
- Media URL
- Post text
- Number of comments
- Number of likes
And here is what you get ⤵
[
{
"post_count": 170655,
"posts": [
{
"comments_disabled": false,
"post_url": "https://www.instagram.com/p/CQia1J3tqFw",
"post_author_id": "47179781643",
"post_caption": "#AbominationVsWong @MarvelHeroPakistan #MarvelHeroPakistan #Marvel #Eternals",
"post_comment_count": 0,
"post_like": 1,
"post_thumbnail": {
"url": "https://instagram.fevn6-1.fna.fbcdn.net/v/t51.2885-15/e35/207248803_905572187037055_4381481299414852927_n.jpg?tp=1&_nc_ht=instagram.fevn6-1.fna.fbcdn.net&_nc_cat=107&_nc_ohc=LccRdiRnqqcAX8zeAIv&edm=ABZsPhsBAAAA&ccb=7-4&oh=9025537f7116572c1a4d5047d3fc6b9d&oe=60DCA530&_nc_sid=4efc9f",
"width": 750,
"height": 421,
"thumbnail_resources": [
{
"src": "https://instagram.fevn6-1.fna.fbcdn.net/v/t51.2885-15/e35/c162.0.415.415a/s150x150/207248803_905572187037055_4381481299414852927_n.jpg?tp=1&_nc_ht=instagram.fevn6-1.fna.fbcdn.net&_nc_cat=107&_nc_ohc=LccRdiRnqqcAX8zeAIv&edm=ABZsPhsBAAAA&ccb=7-4&oh=4ce10efad00460ca8f817f9d17690da3&oe=60DC844B&_nc_sid=4efc9f",
"config_width": 150,
"config_height": 150
},
{
"src": "https://instagram.fevn6-1.fna.fbcdn.net/v/t51.2885-15/e35/c162.0.415.415a/s240x240/207248803_905572187037055_4381481299414852927_n.jpg?tp=1&_nc_ht=instagram.fevn6-1.fna.fbcdn.net&_nc_cat=107&_nc_ohc=LccRdiRnqqcAX8zeAIv&edm=ABZsPhsBAAAA&ccb=7-4&oh=f1e43aaeb3fe185dbe829026f27e847e&oe=60DD578D&_nc_sid=4efc9f",
"config_width": 240,
"config_height": 240
},
{
"src": "https://instagram.fevn6-1.fna.fbcdn.net/v/t51.2885-15/e35/c162.0.415.415a/s320x320/207248803_905572187037055_4381481299414852927_n.jpg?tp=1&_nc_ht=instagram.fevn6-1.fna.fbcdn.net&_nc_cat=107&_nc_ohc=LccRdiRnqqcAX8zeAIv&edm=ABZsPhsBAAAA&ccb=7-4&oh=2e38a628cf407256dcd58b30eeb1e6dc&oe=60DC6E33&_nc_sid=4efc9f",
"config_width": 320,
"config_height": 320
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"post_caption": "@ShangChi will mark the second mcu appearance of the Abomination after his mcu introduction 13 years ago in 2008's The Incredible Hulk.\n\n•Follow For More ➠【 @ultimate.svd 】\n\n•Turn On Post Notification \n\n•Credit: @heroes_ig\n.\n.\n.\n#shangchi #marvel #spiderman #mcu #marvelcomics #avengers #blackwidow #blackpanther #doctorstrange #wandavision #marvelstudios #theeternals #disney #xmen #avengersendgame #comics #eternals #shangchiandthelegendofthetenrings #captainmarvel #thor #ironman #loki #captainamerica #deadpool #thorloveandthunder #marvelmovies #thenewmutants #moonknight #tomholland",
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IMPORTANT :
If you are testing on a retail site, do not paste the URL of the homepage or a page with multiple products,
you have to paste a single product page URL 😉