Lyrebird · Realistic synthetic test databases, generated fully offline

SQL Server · AdventureWorksLT

SalesLT.ProductModelProductDescription

Source rows
762
Synthetic rows
762
Broken foreign keys
0
Rows equal to a source row
0%

References: ProductDescriptionID → SalesLT.ProductDescriptionProductModelID → SalesLT.ProductModel

Rows

Both databases, first rows by primary key, in one table: scrolling sideways moves them together. Rows at the same position are unrelated, unless the table holds kept reference data. Long values are cut at 60 characters.

ProductModelID keyProductDescriptionID keyCulture keyrowguidModifiedDate
Source database · 12 of 762 rows
11199en4D00B649-027A-4F99-A380-F22A46EC86382007-06-01 00:00:00
11467ar7DE7204E-4EFC-40F7-B9E6-0CEB4162399C2007-06-01 00:00:00
11589fr20BFFCF4-BFA6-400B-BF34-9A689779EAE42007-06-01 00:00:00
11712thAF18BC29-F378-4512-A59B-D55217F4F82B2007-06-01 00:00:00
11838he23830AC3-3B16-49D1-9BA1-3A8996F0FA7A2007-06-01 00:00:00
11965zh-cht14ED10B6-0ACF-4D67-9760-6CC622C1F78E2007-06-01 00:00:00
21210en623741C2-74BD-4CE1-A554-1FE8C0606B4B2007-06-01 00:00:00
21476ar1451EB3E-BB1D-45BE-8633-32938460AE992007-06-01 00:00:00
21598fr6D7B1148-6159-4EC5-B469-D106FFEF6CA52007-06-01 00:00:00
21721th6AFCD17B-E1ED-4D7B-A695-CD9E76B327C92007-06-01 00:00:00
21847he5E2AC850-C79D-4C3D-A61A-FF5ED290A4C72007-06-01 00:00:00
21974zh-cht8EAC26EA-E409-454E-99EE-ACE0F86635772007-06-01 00:00:00
Synthetic database · 12 of 762 rows
169arB7FC294B-5E44-45A5-8000-0000000000F82007-06-01 00:00:00
1347thB7FC294B-5E44-45A5-8000-0000000002ED2007-06-01 00:00:00
1359thB7FC294B-5E44-45A5-8000-00000000022B2007-06-01 00:00:00
1385arB7FC294B-5E44-45A5-8000-0000000002B22007-06-01 00:00:00
11055thB7FC294B-5E44-45A5-8000-00000000019B2007-06-01 00:00:00
11439arB7FC294B-5E44-45A5-8000-0000000001312007-06-01 00:00:00
259frB7FC294B-5E44-45A5-8000-0000000001662007-06-01 00:00:00
2121frB7FC294B-5E44-45A5-8000-0000000000DD2007-06-01 00:00:00
2219arB7FC294B-5E44-45A5-8000-0000000001652007-06-01 00:00:00
2521thB7FC294B-5E44-45A5-8000-00000000008A2007-06-01 00:00:00
21203arB7FC294B-5E44-45A5-8000-00000000009B2007-06-01 00:00:00
21253zh-chtB7FC294B-5E44-45A5-8000-0000000000812007-06-01 00:00:00

Column by column

Each figure is computed from all rows of both databases in the same way. S is the source, Y the synthetic copy. Difference runs from 0 (same distribution) to 1 (no overlap): Kolmogorov-Smirnov for numbers and times, total variation for columns with few values. Personal columns are meant to differ, so they show how many values also appear in the source instead. Lyrebird draws names from built-in lists, not from the source, so common names can match.

Column Model read it as How it was generated Empty Distinct Range or length Most common Difference
ProductModelIDint record key Generated together with related columns S 0%
Y 0%
S 127
Y 127
S 1 → 127
Y 1 → 127
S —
Y —
—
ProductDescriptionIDint record key Generated together with related columns S 0%
Y 0%
S 762
Y 762
S 3 → 2010
Y 3 → 1525
S —
Y —
—
Culturenchar(6) language code Generated together with related columns S 0%
Y 0%
S 6
Y 6
S 6 chars avg
Y 6 chars avg
S en 16.7% · ar 16.7% · fr 16.7% · th 16.7% · he 16.7% · zh-cht 16.7%
Y fr 19% · en 17.6% · ar 17.5% · zh-cht 17.1% · th 14.4% · he 14.4%
—
rowguiduniqueidentifier uuid New key values S 0%
Y 0%
S 762
Y 762
S 36 chars avg
Y 36 chars avg
S —
Y —
—
ModifiedDatedatetime lifecycle timestamp Times from the measured distribution S 0%
Y 0%
S 1
Y 1
S 2007-06-01 00:00:00 → 2007-06-01 00:00:00
Y 2007-06-01 00:00:00 → 2007-06-01 00:00:00
S 2007-06-01 00:00:00 100%
Y 2007-06-01 00:00:00 100%
0 KS