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In this Python Tutorial, I would walk you through how to build a Twitter email scraper to grab the user emails using Tweepy and Twitter. By the end of this tutorial, you can also explore how to utilize regular expressions to extract text information from a paragraph.

Python modules: Easy2Digital API, Twitter API, regular expressions

Table of Contents: Twitter Email Scraper

Twitter Email Scraper – Methodology to scrape the Twitter Profile Emails

Twitter API itself doesn’t provide the twitter user profile email address as it deals with privacy and GDPR compliance. But twitter profiles who are proactively looking for business collaboration usually put their contacts in the biography. Scraping that information like you manually eye out and collect is not violating the data privacy, as the user welcomes you to reach out to her or him.

So the methodology in this python tutorial would be scraping biography information and extracting the emails if having. Basically, the majority of users place their contacts there.

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Twitter Nickname or Twitter ID is okay

Before starting to scrape the biography information, you need to have a target-specific prof. ile ID or nickname in place. Regarding this approach of scraping the ID or nickname, please refer to this article

Chapter 34: Twitter Bot for Scraping Most Popular Topics and Influencer Profiles

Scrape Twitter User Biography Information Using a Nickname

Take the Twitter Nickname for example. When a list of names is ready, we would use the Tweepy method called get_user() and the parameter screen_name. Basically, this method can call the specific Twitter user profile information, which includes biography information.

The response data format is mixed at the moment with JSON and the API response ID number. For parsing the JSON. We need to add this command user._json, which is only to get the user json data.

Then, part of the JSON data has a dataset called description. This is the biography information that the user uploads to her or his profile. We need to scrape it. If you have more than one user nickname, you need a loop

Twitter Email Scraper – Extract email address using regular expression

Biography information might include email address, website URL, social profiles, etc. You can customize the regular expression based on your needs. Here is the regular expression to extract email addresses.

In the Regexextract formula, the 1st position argument is to set the data source

The 2nd positional argument is the formula to extract the emails.

Full Python Script of Twitter Email Scraper

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FAQ

Twitter User Profile Scraper is a tool that allows users to extract data from Twitter profiles, including information such as usernames, bio, location, followers, and more.
Twitter User Profile Scraper works by utilizing Twitter’s API to fetch user data. It uses specific parameters and filters to extract the desired information from user profiles.
The key features of Twitte. r User Profile Scraper include the ability to extract user data in bulk, filter users based on various criteria, export data in multiple formats (CSV, Excel, etc.), and schedule recurring scrapes.
Yes, Twitter User Profile Scraper is legal to use as long as it is used for legitimate purposes and complies with Twitter’s terms of service. It is important to respect privacy and use the tool responsibly.
Yes, Twitter User Profile Scraper can be used for commercial purposes. It can provide valuable data for businesses, marketers, researchers, and other professionals.
Yes, Twitter User Profile Scraper is designed to be user-friendly and intuitive. It requires minimal technical knowledge, and the interface is straightforward, making it accessible to users of all skill levels.
Twitter User Profile Scraper is compatible with Windows, Mac, and Linux operating systems, providing flexibility and accessibility to users across different platforms.
No, Twitter User Profile Scraper is a standalone tool and does not require any additional software or dependencies to function properly. It is ready to use out of the box.
No, Twitter User Profile Scraper cannot scrape protected or private Twitter profiles. It can only extract data from public profiles that are accessible to everyone.
Yes, a. trial version of Twitter User Profile Scraper is available for users to test its functionality and features before making a purchase. The trial version may have limitations compared to the full version.

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