You might get tired of poor data quality. Through Predictable Data, you can identify the source of poor quality data through the average scores of record owners, systems, or databases. You can customize your results by deciding how a record generates a score. By pinpointing the sources of low quality data; strategic, systematic improvements can be made. You can also view the records that need the most attention. For instance, missing data may receive a lower score than incorrect or improperly formatted data.
| Scoring | |
|---|---|
| Incorrectly Formatted | Some deduction for incorrect format, improper punctuation, unstandardized capitalization, and misplaced values |
| Incorrect Values | Some deduction for completely missing data or partially missing data, incorrect values, and/or containing certain keywords |
| Inconsistent Semantics | Some deduction for inconsistent data (like an incorrect zip code in regards to an address or male gender with
As a data scientist, data is my life. Prior to using Predictable Data, I would spend 3/4 of my project time collecting, transforming, and looking for unexpected data anomalies from client data. However with PDQ, I have trimmed it down to 30-60 minutes to validate and prepare my client data for predictive modelling. Our clients think I’m a data quality genius, but I just use Predictable Data. Thanks for making me look so good! 
Martin AFinTech Data ScientistOver my career, I’ve had to deal with messy lists of data countless times. I would generally resort to spending an evening– sometimes an entire weekend–to cleaning up the most basic things like misspellings, abbreviations, and improper punctuation in my business data. I cannot tell you how much I hated doing this–until I found Predictable Data. I’m amazed at how much I can accomplish in just a few clicks, it’s incredible. And thanks to Predictable Data, I’m a hero to my coworkers!
Freda AndersonProject ManagerAs a software developer deploying data-driven applications, I deal with data every day. I simply could not be successful without PDQ. Instead of spending days or weeks wrangling data, I can spend a few minutes and get the job done better than I could do myself. I particularly like their advanced data type parsing and formatting options for names, dates, and URLs. Great job Predictable Data!
Chandresh DodiyaFull Stack Web Application Developer |