Lyrebird · Realistic synthetic test databases, generated fully offline

Oracle · Human Resources (HR)

LOCATIONS

Source rows
23
Synthetic rows
23
Broken foreign keys
0
Rows equal to a source row
0%

References: COUNTRY_ID → COUNTRIES

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.

LOCATION_ID keySTREET_ADDRESSPOSTAL_CODECITYSTATE_PROVINCECOUNTRY_ID
Source database · 12 of 23 rows
10001297 Via Cola di Rie00989RomaNULLIT
110093091 Calle della Testa10934VeniceNULLIT
12002017 Shinjuku-ku1689TokyoTokyo PrefectureJP
13009450 Kamiya-cho6823HiroshimaNULLJP
14002014 Jabberwocky Rd26192SouthlakeTexasUS
15002011 Interiors Blvd99236South San FranciscoCaliforniaUS
16002007 Zagora St50090South BrunswickNew JerseyUS
17002004 Charade Rd98199SeattleWashingtonUS
1800147 Spadina AveM5V 2L7TorontoOntarioCA
19006092 Boxwood StYSW 9T2WhitehorseYukonCA
200040-5-12 Laogianggen190518BeijingNULLCN
21001298 Vileparle (E)490231BombayMaharashtraIN
Synthetic database · 12 of 23 rows
1000Roma00010RomaNULLIT
109585 King Central, Loop, Venice58345VeniceNULLIT
1190109 King Central, Barton Hills, Tokyo1926MBTokyoTokyo PrefectureJP
128587 High Hillcrest, Hyde Park, Hiroshima27429HiroshimaNULLJP
13801 High Central, Camden, Southlake2829SouthlakeTexasUS
147558 Bridge Oakwood, Surry Hills, SydneyNULLSouth San FranciscoCaliforniaUS
157029 Church Parkside, Didsbury, Manchester55680South BrunswickNew JerseyUS
166578 Church West End, Ancoats, Seattle52111SeattleWashingtonUS
1760High, Toronto518TorontoOntarioCA
1855118 Park Oakwood, Downtown, Whitehorse22425-437WhitehorseYukonCA
1950155 Park Parkside, Manly, Beijing963732BeijingNULLCN
2045123 King Hillcrest, Hackney, Bombay9390HWBombayMaharashtraIN

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
LOCATION_IDNUMBER(4,0) record key New key values S 0%
Y 0%
S 23
Y 23
S 1000 → 3200
Y 1000 → 3090
S 1000 4.3% · 1100 4.3% · 1200 4.3% · 1300 4.3% · 1400 4.3% · 1500 4.3%
Y 1000 4.3% · 1095 4.3% · 1190 4.3% · 1285 4.3% · 1380 4.3% · 1475 4.3%
—
STREET_ADDRESSVARCHAR2(40 BYTE) postal addresspersonal New text in the measured format S 0%
Y 0%
S 23
Y 23
S 19.4 chars avg
Y 31.9 chars avg
S 1297 Via Cola di Rie 4.3% · 93091 Calle della Testa 4.3% · 2017 Shinjuku-ku 4.3% · 9450 Kamiya-cho 4.3% · 2014 Jabberwocky Rd 4.3% · 2011 Interiors Blvd 4.3%
Y Roma 4.3% · 85 King Central, Loop, Venice 4.3% · 109 King Central, Barton Hills, Tokyo 4.3% · 87 High Hillcrest, Hyde Park, Hiroshima 4.3% · 1 High Central, Camden, Southlake 4.3% · 58 Bridge Oakwood, Surry Hills, Sydney 4.3%
0% in source
POSTAL_CODEVARCHAR2(12 BYTE) postal codepersonal New text in the measured format S 4.35%
Y 4.35%
S 22
Y 22
S 5.7 chars avg
Y 5.5 chars avg
S 00989 4.5% · 10934 4.5% · 1689 4.5% · 6823 4.5% · 26192 4.5% · 99236 4.5%
Y 00010 4.5% · 58345 4.5% · 1926MB 4.5% · 27429 4.5% · 2829 4.5% · 55680 4.5%
0% in source
CITYVARCHAR2(30 BYTE) city Kept from the source as reference data S 0%
Y 0%
S 23
Y 23
S 8 chars avg
Y 8 chars avg
S Roma 4.3% · Venice 4.3% · Tokyo 4.3% · Hiroshima 4.3% · Southlake 4.3% · South San Francisco 4.3%
Y Roma 4.3% · Venice 4.3% · Tokyo 4.3% · Hiroshima 4.3% · Southlake 4.3% · South San Francisco 4.3%
0 TVD
STATE_PROVINCEVARCHAR2(25 BYTE) region Kept from the source as reference data S 26.09%
Y 26.09%
S 17
Y 17
S 8.9 chars avg
Y 8.9 chars avg
S Tokyo Prefecture 5.9% · Texas 5.9% · California 5.9% · New Jersey 5.9% · Washington 5.9% · Ontario 5.9%
Y Tokyo Prefecture 5.9% · Texas 5.9% · California 5.9% · New Jersey 5.9% · Washington 5.9% · Ontario 5.9%
0 TVD
COUNTRY_IDCHAR(2 BYTE) country code Foreign key, from the measured relationship S 0%
Y 0%
S 14
Y 14
S 2 chars avg
Y 2 chars avg
S US 17.4% · GB 13% · IT 8.7% · JP 8.7% · CA 8.7% · CH 8.7%
Y US 17.4% · GB 13% · IT 8.7% · JP 8.7% · CA 8.7% · CH 8.7%
0 TVD