Data Quality Policy

Effective Date: Immediately

1. Introduction

At DataHub, we are dedicated to fostering a fair and transparent data collection community. This policy outlines the violations that compromise our platform’s integrity and details the enforcement measures in place to address them. By leveraging advanced AI technology combined with human oversight, we ensure prompt and accurate detection of misconduct, making it highly unlikely for system abuse to go unnoticed.

2. Categories of Violations and Penalties

If a user is found to have violated DataHub’s rules, we record a “Malicious Act” against their account. Repeated misconduct leads to escalating penalties (see Section 5).

Data Integrity Violations

• Submitting falsified, misleading, or AI-fabricated data
• Repeatedly uploading identical or irrelevant data
• Failing to follow data integrity rules means knowingly harming the project

Account & Identity Violations

• Operating multiple accounts to gain fraudulent benefits
• Impersonating other users or providing false identity information

Platform Usage Violations

• Exploiting system vulnerabilities, automation tools, or bots, such as task-sniping scripts, multiple account abuse, or API exploitation to bypass task limits
• Any actions that compromise the fairness and security of DataHub

Other Violations

Users engaging in any technical exploits or other serious misconduct outside the above categories will similarly receive malicious act records. Serious or repeated offenses may trigger immediate investigation and potential permanent removal from DataHub.

All malicious acts will NOT receive any rewards from task submissions. If an account is flagged three times as malicious, an email notification will be sent to the registered email associated with the DataHub account. The email will inform the user of the flagging and provide a 72-hour window to either submit an appeal or withdraw their funds from DataHub.

• Appeal Process: Users may challenge the flagging by submitting an appeal within the 72-hour period.
• Withdrawal Option: If users choose not to appeal, they must withdraw their funds before the deadline.

Failure to take action within the 72-hour window will result in the funds being deemed abandoned and permanently unrecoverable.

5. Appeals Process

If you believe that a malicious act record or penalty was assigned by mistake, you may submit an appeal through the link provided in our in-app notification or email. Users have 72 hours to appeal the decision of our audit team. Once the appeal is submitted, please allow us 72 hours to process the appeal. DataHub’s audit team will review the evidence and provide a final decision.

6. Policy Updates and Contact

DataHub reserves the right to amend or supplement this Enforcement Policy as needed. Any changes take effect immediately upon posting on official channels. If you have questions or concerns, please contact our support team via the in-app help center or official email.

DataHub – Upholding Transparency and Fairness

By adhering to these guidelines, all users help maintain a trustworthy community where legitimate data-driven endeavors are recognized and rewarded. Thank you for contributing to the DataHub ecosystem, and for respecting the standards that keep our platform secure and equitable for everyone.

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