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Data profiling of columns for big table (SQL Server)

I have table with over 40 million records. I need to make data profiling, including Nulls count, Distinct Values, Zeros and Blancs, %Numeric, %Date, Needs to be Trimmed, etc. The examples that I was ...
Yana's user avatar
  • 975
0 votes
2 answers
212 views

Validation for columns work very slow (SQL Server)

I want to perform data profiling on the columns of a table. In this particular case - what percentage of data is date/integer/numeric/bit. The query that I am using: SELECT CAST(SUM(CASE WHEN ...
Yana's user avatar
  • 975
2 votes
2 answers
839 views

How to loop through all tables and fields in each table to get percentage of missing values

I am trying to, using SSIS, obtain a table to get the percentage of missing values of every field in every table of a SQL Server database. Ideally I would like to create a new table in another ...
fmarm's user avatar
  • 4,284
1 vote
1 answer
189 views

Profiling the empty string in SSIS Data Profiling

I've just started using the Data Profiling Task in SSIS to profile some data on our databases. I've found the option for profiling the column null ratios ("Column Null Ratio Profiles") but I'm ...
t_warsop's user avatar
  • 1,260
0 votes
2 answers
447 views

Find Multi-Column Primary key

I have about 30 tables from an old ERP which have multi-column primary keys. Unfortunately I don't know what those keys are. I've used the SSIS profiling task to determine primary key candidates for ...
Jeremiah's user avatar
10 votes
2 answers
1k views

Data profiling Task - custom Profile Request

Is there any option to create a custom Profile Request for SSIS Data Profiling Task? At the moment there are 5 standard profile requests under SSIS Data Profiling task: Column Null Ratio Profile ...
Barsham's user avatar
  • 769