Instagram Hashtag Stats

What can Instagram Hashtag Stats Scraper do?

Our Instagram Hashtag Stats Scraper allows you to scrape full Instagram metadata based on hashtag searches.

Why scrape Instagram hashtags?

Getting live Instagram hashtag details can give you valuable brand or business insights, help you predict trends, keep an eye on your competitors, and connect with your fans or customers.

Scraping Instagram hashtags details is the fastest, most efficient way to get datasets that you can use anywhere.

How to scrape Instagram hashtags

It's super simple to use Instagram Hashtag Scraper.

1. Create a free Apify account.
2. Open Instagram Hashtag Scraper
3. Add one or more hashtags to scrape.
4. Click run and wait for the datasets to be extracted.
5. Download your data in JSON, XML, CSV, Excel, or HTML.

If you need some hashtag inspiration, here are some Instagram hashtags that regularly feature in the top 10:

1. #love
2. #instagood
3. #fashion
4. #photooftheday
5. #beautiful
6. #art
7. #photography
8. #happy
9. #picoftheday
10. #cute

How much will scraping Instagram Hashtag Stats cost you?

When it comes to scraping, it can be challenging to estimate the resources needed to extract data as use cases may vary significantly. That's why the best course of action is to run a test scrape with a small sample of input data and limited output. You’ll get your price per scrape, which you’ll then multiply by the number of scrapes you intend to do.

Watch this video for a few helpful tips. And don't forget that choosing a higher plan will save you money in the long run.

Want to scrape Instagram hashtagged posts, profiles, posts, or comments?

Use our super fast and easy dedicated scrapers if you want to scrape specific Instagram data. Fewer settings to change and faster results. Just enter one or more Instagram usernames or URLs and click to scrape.

Need something more advanced?

Try our more advanced Instagram Scraper if you need more options and are comfortable with changing settings.

Let us know if you need a custom Instagram scraping solution.

Is it legal to scrape Instagram?

Our Instagram scrapers are ethical and do not extract any private user data, such as email addresses, gender, or location. They only extract what the user has chosen to share publicly. We therefore believe that our scrapers, when used for ethical purposes by Apify users, are safe. However, you should be aware that your results could contain personal data. Personal data is protected by the GDPR in the European Union and by other regulations around the world. You should not scrape personal data unless you have a legitimate reason to do so. If you're unsure whether your reason is legitimate, consult your lawyers. You can also read our blog post on the legality of web scraping.

Instagram output format

The structure of each item in Instagram posts when scrolling looks like this:

1{
2"queryTag": "apify",
3"position": 5,
4"type": "Image",
5"shortCode": "CPX3fh-sCAu",
6"caption": "SEO GRILL MASTER🥩🔥\n•\n•\n#startuplife #apify #teambuilding",
7"hashtags": [
8"startuplife",
9"apify",
10"teambuilding"
11],
12"mentions": [],
13"url": "https://www.instagram.com/p/CPX3fh-sCAu",
14"commentsCount": 0,
15"latestComments": [],
16"dimensionsHeight": 1080,
17"dimensionsWidth": 1080,
18"displayUrl": "https://scontent-iev1-1.cdninstagram.com/v/t51.2885-15/e35/s1080x1080/191303163_3815835068538270_8324023149941865199_n.jpg?_nc_ht=scontent-iev1-1.cdninstagram.com&_nc_cat=106&_nc_ohc=exAwEYfHv2AAX8Wv4L_&edm=ABZsPhsBAAAA&ccb=7-4&oh=c785300c3ce8c893579c0be6bc418513&oe=61A4054C&_nc_sid=4efc9f",
19"images": [],
20"id": "2582776970667368494",
21"alt": "Photo by Apify in Přístav 18600. May be an image of one or more people and outdoors.",
22"likesCount": 6,
23"timestamp": "2021-05-27T10:23:49.000Z",
24"locationName": null,
25"locationId": null,
26"ownerUsername": "apifytech",
27"ownerId": "29230178602",
28"fullName": "Apify"
29},

Integrations and Instagram Hashtag Stats Scraper

Last but not least, Instagram Hashtag Stats Scraper can be connected with almost any cloud service or web app thanks to integrations on the Apify platform. You can integrate with Make, Zapier, Slack, Airbyte, GitHub, Google Sheets, Google Drive, and more. Or you can use webhooks to carry out an action whenever an event occurs, e.g. get a notification whenever Instagram Hashtag Stats Scraper successfully finishes a run.

Using Instagram Hashtag Stats Scraper with the Apify API

The Apify API gives you programmatic access to the Apify platform. The API is organized around RESTful HTTP endpoints that enable you to manage, schedule, and run Apify actors. The API also lets you access any datasets, monitor actor performance, fetch results, create and update versions, and more.

To access the API using Node.js, use the apify-client NPM package. To access the API using Python, use the apify-client PyPI package.

Check out the Apify API reference docs for full details or click on the API tab for code examples.

Not your cup of tea? Build your own scraper

Instagram Hashtag Stats Scraper doesn’t exactly do what you need? You can always build your own! We have various scraper templates in Python, JavaScript, and TypeScript to get you started. Alternatively, you can write it from scratch using our open-source library Crawlee. You can keep the scraper to yourself or make it public by adding it to Apify Store (and find users for it).

Or let us know if you need a custom scraping solution.

Your feedback

We’re always working on improving the performance of our Actors. So if you’ve got any technical feedback for Instagram Hashtag Stats Scraper or simply found a bug, please create an issue on the Actor’s Issues tab in Apify Console.