Oracle · Human Resources (HR)
DEPARTMENTS
- Source rows
- 27
- Synthetic rows
- 27
- Broken foreign keys
- 0
- Rows equal to a source row
- 100%
Every synthetic row matches a source row outside its keys. Kept reference data and resampled source values match by design, and columns with few possible values can match by chance: see how each column was generated below. You can review, replace or remove kept values before you publish a profile.
References: LOCATION_ID → LOCATIONSMANAGER_ID → EMPLOYEES
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.
| DEPARTMENT_ID key | DEPARTMENT_NAME | MANAGER_ID | LOCATION_ID |
|---|---|---|---|
| Source database · 12 of 27 rows | |||
| 10 | Administration | 200 | 1700 |
| 20 | Marketing | 201 | 1800 |
| 30 | Purchasing | 114 | 1700 |
| 40 | Human Resources | 203 | 2400 |
| 50 | Shipping | 121 | 1500 |
| 60 | IT | 103 | 1400 |
| 70 | Public Relations | 204 | 2700 |
| 80 | Sales | 145 | 2500 |
| 90 | Executive | 100 | 1700 |
| 100 | Finance | 108 | 1700 |
| 110 | Accounting | 205 | 1700 |
| 120 | Treasury | NULL | 1700 |
| Synthetic database · 12 of 27 rows | |||
| 10 | Administration | NULL | 1950 |
| 19 | Marketing | 165 | 1950 |
| 28 | Purchasing | 110 | 1950 |
| 37 | Human Resources | NULL | 1950 |
| 46 | Shipping | NULL | 2045 |
| 55 | IT | 205 | 2235 |
| 64 | Public Relations | 147 | 2900 |
| 73 | Sales | NULL | 1950 |
| 82 | Executive | NULL | 1950 |
| 91 | Finance | 161 | 1950 |
| 100 | Accounting | NULL | 1950 |
| 109 | Treasury | NULL | 1950 |
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 |
|---|---|---|---|---|---|---|---|
| DEPARTMENT_IDNUMBER(4,0) | record key | New key values | S 0% Y 0% | S 27 Y 27 | S 10 → 270 Y 10 → 244 | S 10 3.7% · 20 3.7% · 30 3.7% · 40 3.7% · 50 3.7% · 60 3.7% Y 10 3.7% · 19 3.7% · 28 3.7% · 37 3.7% · 46 3.7% · 55 3.7% | — |
| DEPARTMENT_NAMEVARCHAR2(30 BYTE) | title name | Kept from the source as reference data | S 0% Y 0% | S 27 Y 27 | S 10.6 chars avg Y 10.6 chars avg | S Administration 3.7% · Marketing 3.7% · Purchasing 3.7% · Human Resources 3.7% · Shipping 3.7% · IT 3.7% Y Administration 3.7% · Marketing 3.7% · Purchasing 3.7% · Human Resources 3.7% · Shipping 3.7% · IT 3.7% | 0 TVD |
| MANAGER_IDNUMBER(6,0) | record key | Foreign key, from the measured relationship | S 59.26% Y 59.26% | S 11 Y 11 | S 100 → 205 Y 110 → 206 | S 200 9.1% · 201 9.1% · 114 9.1% · 203 9.1% · 121 9.1% · 103 9.1% Y 165 9.1% · 110 9.1% · 205 9.1% · 147 9.1% · 161 9.1% · 132 9.1% | 0.273 KS |
| LOCATION_IDNUMBER(4,0) | record key | Foreign key, from the measured relationship | S 0% Y 0% | S 7 Y 7 | S 1400 → 2700 Y 1095 → 3090 | S 1700 77.8% · 1800 3.7% · 2400 3.7% · 1500 3.7% · 1400 3.7% · 2700 3.7% Y 1950 77.8% · 2045 3.7% · 2235 3.7% · 2900 3.7% · 1380 3.7% · 3090 3.7% | 0.815 KS |