How to scrape emails from 1.5 million users?

[ThinkFlash]

I have gathered a substantial number of usernames, totaling over 1.5 million, through scraping on Instagram.

However, I am currently facing a significant challenge. I am unable to locate a suitable tool or method to extract emails from these users. This has left me feeling frustrated and unsure of what steps to take next.

I would greatly appreciate any advice or recommendations from anyone who has experience or knowledge in this area.

 

[Newsha]

How can you discover their email addresses if they aren't publicly available? Is it possible to employ an Instagram bot to send them direct messages as an alternative approach?

 

[Mologyst]

How can you discover their email addresses if they aren't publicly available? Is it possible to employ an Instagram bot to send them direct messages as an alternative approach?

I require a tool capable of extracting email addresses from the provided usernames. Do you understand what I'm referring to? This tool would search for email information in places like user bios or email buttons. Implementing this process might be challenging, as it involves sending direct messages to 1.5 million usernames, which appears to be a complex and demanding task.

 

[RollPaper]

To begin with, it is not practical to gather email addresses from a non-business Instagram profile unless they are explicitly mentioned in the profile's biography. I previously shared a detailed explanation on how you can extract email addresses from the bio. Secondly, the profile must be a business account, and you are required to send a request to a specific endpoint in order to access the email associated with the business profile.

 

[Galergro]

To begin with, it is not practical to gather email addresses from a non-business Instagram profile unless they are explicitly mentioned in the profile's biography. I previously shared a detailed explanation on how you can extract email addresses from the bio. Secondly, the profile must be a business account, and you are required to send a request to a specific endpoint in order to access the email associated with the business profile.

Certainly, sir, I understand the information you've provided. I am currently contemplating the appropriate course of action in my present circumstances. In order to acquire a large number of emails, I am interested in knowing which tool would be suitable for this purpose.

I am aware that numerous people employ specific software or tools designed to extract emails in bulk from usernames. Essentially, I am seeking a similar solution for my requirements.

 

[Neelworx]

Certainly, sir, I understand the information you've provided. I am currently contemplating the appropriate course of action in my present circumstances. In order to acquire a large number of emails, I am interested in knowing which tool would be suitable for this purpose.

I am aware that numerous people employ specific software or tools designed to extract emails in bulk from usernames. Essentially, I am seeking a similar solution for my requirements.

Maybe Jarvee might provide assistance (although I'm uncertain about their email scraping feature), but presently they are facing challenges due to rate-limitation. Instagram has become considerably stringent, imposing an hourly limit on scraping emails from business profiles, so to gather a substantial amount of emails, you would require multiple accounts.

 

[AnnaBoss]

Can you still not understand, despite the fact that tools like Jarvee, Socinator, growmeorganic, and various custom software options are capable of performing this task?

 

[Fartoolong]

Can you still not understand, despite the fact that tools like Jarvee, Socinator, growmeorganic, and various custom software options are capable of performing this task?

Would this actually be effective?