Many organisations struggle with data without knowing it. This short series of presentations offers insights into these issues and how to resolve them.
2. The importance of good data
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Enables a business to know their customer
Enables better decision making
Enables better relationships
Enables business to up sell
Improves business performance
Evaluate your Marketing Spend
3. Typical Issues
• Missing Data
– Telephone numbers,
– Names, Addresses
– Job titles contacts for sites
• Anomalies
– Names & emails,
– Different formats/ Spellings
• Duplicates
– Duplicate entries e.g Joe Bloggs & Joe Bloggs ltd
– Duplicate Contacts
• No Marketing Data
– Category/type of business
– How heard (source of business)
4. Cleaning Data
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Agree a data structure
Remove/ Merge Duplicates
Format names appropriately
Verify addresses
Check accuracy of existing data
Correct mismatched data
Collect missing data
5. Options for Cleaning
•Hire a data company who specialise in
data cleansing
•Hire a telemarketing agency/temporary
worker to
•Do it yourself