Scrapping WhatsApp numbers is something that is technically possible. However, there is a huge amount of risk and ethical considerations involved. Here's a breakdown of the potential dangers:
Privacy Violation: WhatsApp users share their phone numbers on the platform with a degree of privacy and anonymity. Scraping these numbers without explicit consent can be a breach of privacy and may also amount to a violation of data protection laws in various jurisdictions.
SPAMming and Unsolicited Messages: Scraped numbers can be utilized in sending spam messages, unsolicited ads, or even phishing attempts. It is greatly disturbing to individuals and may also discredit well-reputed businesses due to unwanted contact.
Misuse: Scrapped WhatsApp numbers could be WhatsApp Number Database utilized for mischievous acts like identity theft, stalking, or social engineering attacks. It could also be one of the methods employed by hackers to gain unauthorized access to personal accounts or sensitive information.
Legal implications: Depending on the specific methods and motives used, these may have legal repercussions. Depending on circumstances, certain laws may apply related to data privacy and/or unlawful access to computer systems.
WhatsApp Ecosystem Harm: Bulk scraping disturbs the normal working of WhatsApp. It can result in load on servers, user experience, and even damage the reputation of the platform.

Ethical Concerns: Even if executed with a legitimate aim in mind, WhatsApp number scraping brings ethical questions regarding data collection and usages into consideration. It erodes the trust between users and the platform.
Limited Efficiency: WhatsApp has various rate limits and other protections against scraping, with the inclusion of CAPTCHAs. This tends to make large-scale scraping hard to achieve and often ineffective.
It needs to be underlined that WhatsApp itself provides no possibility to scrape numbers directly. Any method claiming the same would be something about working out a workaround or using third-party tools, which are very likely to have their own risks and limitations.
Therefore, instead of scraping, it's always better to extract valid and genuine WhatsApp numbers by naturally building relationships, targeting people with ads, or through the use of official WhatsApp Business tools.
Keep in mind that user privacy and strict adherence to ethics are among the most important responsibilities when dealing with personal data belonging to an individual-user, especially a sensitive one, like their personal mobile phone number.