✓ TestedWorks with CSV, Excel, Google Sheets → JSON-LD Schema
By dataclean.to team · 2026-02-12
BambooHR stores employee contact information including work emails, personal emails, and emergency contact addresses. When exporting this data for directory updates, IT provisioning, or communication purposes, the email fields need validation. dataclean.to processes BambooHR exports to verify email formats, flag terminated employee addresses, and ensure your employee contact data is current.
The Problem
BambooHR exports include email addresses for active employees, terminated employees, and candidates in various hiring stages. Work email fields may contain outdated addresses from before a company domain migration. Personal email fields have no format validation and may contain notes or N/A entries. Emergency contact emails are often entered hastily and contain typos. The status field distinguishing active from terminated employees uses different values across BambooHR configurations. BambooHR developer documentation
How to Fix It
1
Export employee data from BambooHR
Download your employee report from BambooHR including work email, personal email, emergency contacts, department, and employment status.
2
Upload to dataclean.to
Import the BambooHR CSV. The platform identifies email columns for work, personal, and emergency contacts, and flags entries with invalid formats or placeholder values.
3
Validate all email addresses
Check work and personal email addresses for correct syntax. Identify N/A entries, placeholder text, and common typos in email domains. Verify that company email domains have active MX records.
4
Flag terminated employees
Identify email addresses belonging to terminated employees whose accounts may be deactivated. Separate active employee contacts from historical records.
5
Export clean HR contact data
Download validated employee email data with clear status indicators. Use for IT provisioning, company directory updates, or internal communication systems.
Frequently Asked Questions
Should terminated employee emails be removed?
That depends on your use case. For active directory or IT provisioning, terminated employees should be excluded. For historical records or compliance, you may want to keep them flagged but not removed. dataclean.to marks them separately.
How are personal vs work emails distinguished?
BambooHR exports personal and work emails in separate columns. dataclean.to validates both independently and flags cases where the same address appears in both fields or where a personal email uses the company domain.
Can I clean BambooHR data for migration to another HRIS?
Yes. After cleaning, the employee data is in a standard CSV format compatible with most HRIS import tools. Email addresses are validated and formatted consistently for your target system.
Example: Input → Output
name
job_title
email
phone
org
Jane Smith
Marketing Manager
jane@example.com
+1 (555) 123-4567
Acme Corp
john doe
developer
JOHN@EXAMPLE.COM
555.987.6543
acme corp
Red rows show common data quality issues. dataclean.to normalizes and generates JSON-LD automatically.