Task: Functional-Dependency (source dataset: Auto-Relate)

Given a table represented shown below, your task is to determine functional dependencies that exist in the table. Recall that a functional dependency is a relationship where the value of one attribute (or a set of attributes), known as the determinant columns, can uniquely determines the value of another attribute, known as the dependent columns (e.g., student-ID => student-Name, car-model => car-make, employee-ID => department, etc.).

Instructions:
Analyze the provided table below, identify all functional dependencies that should semantically hold in the table. Do not produce spurious relationships that not semantically meaningful.

No explanation, format the output as a JSON object:{"Functional-Dependency": <list of functional dependencies>}. Each functional dependency should be represented as [<determinant column>, <dependent column>]

Input Table:
| Emplyee_id   | Department        | region    | education        | recruitment_channel   | no_of_trainings   | age   | previous_year_rating   | length_of_service   | KPIs_met >80%   | Awards   | avg_training_score   | FT/PT   | Gender   | Experience   | Value   | sort order   |
|:-------------|:------------------|:----------|:-----------------|:----------------------|:------------------|:------|:-----------------------|:--------------------|:----------------|:---------|:---------------------|:--------|:---------|:-------------|:--------|:-------------|
| 15347.0      | Sales & Marketing | region_34 | Bachelor's       | other                 | 1.0               | 31.0  | 3.0                    | 4.0                 | 0.0             | 0.0      | 48.0                 | FT      | F        | <6           | <6      | 2            |
| 78023.0      | Sales & Marketing | region_2  | Unknown          | sourcing              | 1.0               | 25.0  | 3.0                    | 3.0                 | 1.0             | 0.0      | 50.0                 | FT      | M        | <6           | <6      | 2            |
| 4202.0       | Operations        | region_16 | Bachelor's       | other                 | 2.0               | 32.0  | 4.0                    | 3.0                 | 1.0             | 0.0      | 59.0                 | PT      | M        | <6           | <6      | 2            |
| 12733.0      | Sales & Marketing | region_2  | Master's & above | sourcing              | 1.0               | 35.0  | 3.0                    | 8.0                 | 1.0             | 0.0      | 48.0                 | FT      | F        | <11          | <11     | 3            |
| 879.0        | Operations        | region_4  | Bachelor's       | other                 | 1.0               | 43.0  | 4.0                    | 5.0                 | 0.0             | 0.0      | 70.0                 | PT      | F        | <6           | <6      | 2            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 42465.0      | Analytics         | region_23 | Bachelor's       | sourcing              | 1.0               | 35.0  | 3.0                    | 3.0                 | 0.0             | 0.0      | 84.0                 | FT      | M        | <6           | <6      | 2            |
| 39163.0      | Analytics         | region_34 | Bachelor's       | other                 | 1.0               | 36.0  | 5.0                    | 5.0                 | 0.0             | 0.0      | 87.0                 | PT      | M        | <6           | <6      | 2            |
| 72653.0      | Operations        | region_15 | Bachelor's       | sourcing              | 2.0               | 38.0  | 5.0                    | 3.0                 | 0.0             | 0.0      | 63.0                 | PT      | F        | <6           | <6      | 2            |
| 64486.0      | Finance           | region_29 | Bachelor's       | sourcing              | 1.0               | 30.0  | 4.0                    | 7.0                 | 0.0             | 0.0      | 61.0                 | FT      | M        | <11          | <11     | 3            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 3140.0       | Finance           | region_2  | Bachelor's       | other                 | 1.0               | 47.0  | 3.0                    | 9.0                 | 0.0             | 0.0      | 62.0                 | FT      | M        | <11          | <11     | 3            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 74591.0      | Sales & Marketing | region_7  | Unknown          | sourcing              | 3.0               | 25.0  | 5.0                    | 3.0                 | 0.0             | 0.0      | 66.0                 | FT      | M        | <6           | <6      | 2            |
| 2921.0       | Technology        | region_22 | Bachelor's       | other                 | 1.0               | 28.0  | 2.0                    | 4.0                 | 0.0             | 0.0      | 76.0                 | FT      | F        | <6           | <6      | 2            |
| 68900.0      | Procurement       | region_15 | Bachelor's       | sourcing              | 1.0               | 31.0  | 1.0                    | 5.0                 | 0.0             | 0.0      | 74.0                 | FT      | M        | <6           | <6      | 2            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 1653.0       | Procurement       | region_11 | Master's & above | other                 | 1.0               | 42.0  | 3.0                    | 13.0                | 1.0             | 0.0      | 98.0                 | FT      | M        | <16          | <16     | 4            |
| 62322.0      | Sales & Marketing | region_19 | Bachelor's       | other                 | 1.0               | 43.0  | 4.0                    | 12.0                | 0.0             | 0.0      | 49.0                 | FT      | M        | <16          | <16     | 4            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 64562.0      | R&D               | region_22 | Bachelor's       | other                 | 1.0               | 28.0  | 3.0                    | 3.0                 | 0.0             | 0.0      | 85.0                 | PT      | F        | <6           | <6      | 2            |
| 9747.0       | Sales & Marketing | region_2  | Bachelor's       | sourcing              | 1.0               | 52.0  | 3.0                    | 7.0                 | 0.0             | 0.0      | 50.0                 | PT      | F        | <11          | <11     | 3            |
| 61313.0      | Analytics         | region_2  | Bachelor's       | other                 | 1.0               | 58.0  | 5.0                    | 19.0                | 1.0             | 0.0      | 81.0                 | FT      | M        | 16           | 16      | 5            |
| 51632.0      | Technology        | region_26 | Master's & above | sourcing              | 1.0               | 32.0  | 3.0                    | 9.0                 | 0.0             | 0.0      | 81.0                 | PT      | F        | <11          | <11     | 3            |
| 53541.0      | Sales & Marketing | region_13 | Bachelor's       | sourcing              | 1.0               | 36.0  | 3.0                    | 10.0                | 0.0             | 0.0      | 44.0                 | FT      | M        | <11          | <11     | 3            |
| 8993.0       | Operations        | region_22 | Bachelor's       | other                 | 1.0               | 32.0  | 3.0                    | 5.0                 | 0.0             | 0.0      | 58.0                 | FT      | M        | <6           | <6      | 2            |
| 11420.0      | Operations        | region_2  | Bachelor's       | other                 | 1.0               | 35.0  | 5.0                    | 3.0                 | 1.0             | 0.0      | 56.0                 | FT      | F        | <6           | <6      | 2            |
| 28396.0      | Operations        | region_2  | Bachelor's       | referred              | 1.0               | 32.0  | 5.0                    | 7.0                 | 0.0             | 0.0      | 60.0                 | PT      | M        | <11          | <11     | 3            |
| 45237.0      | Sales & Marketing | region_14 | Bachelor's       | other                 | 1.0               | 38.0  | 3.0                    | 3.0                 | 0.0             | 0.0      | 49.0                 | PT      | M        | <6           | <6      | 2            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 36629.0      | Analytics         | region_31 | Bachelor's       | sourcing              | 1.0               | 40.0  | 3.0                    | 6.0                 | 0.0             | 0.0      | 81.0                 | FT      | M        | <11          | <11     | 3            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 75690.0      | Sales & Marketing | region_9  | Master's & above | other                 | 1.0               | 37.0  | 3.0                    | 4.0                 | 0.0             | 0.0      | 50.0                 | PT      | M        | <6           | <6      | 2            |
| 77922.0      | HR                | region_2  | Bachelor's       | other                 | 1.0               | 31.0  | 1.0                    | 2.0                 | 0.0             | 0.0      | 53.0                 | FT      | M        | <3           | <3      | 1            |
| 1993.0       | Analytics         | region_31 | Bachelor's       | other                 | 2.0               | 34.0  | 5.0                    | 9.0                 | 1.0             | 0.0      | 83.0                 | FT      | M        | <11          | <11     | 3            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 25009.0      | Operations        | region_4  | Bachelor's       | other                 | 1.0               | 32.0  | 3.0                    | 3.0                 | 1.0             | 0.0      | 61.0                 | FT      | F        | <6           | <6      | 2            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 16633.0      | Finance           | region_13 | Bachelor's       | sourcing              | 1.0               | 25.0  |                        | 1.0                 | 1.0             | 0.0      | 64.0                 | PT      | F        | <3           | <3      | 1            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 24303.0      | Procurement       | region_15 | Master's & above | other                 | 1.0               | 39.0  | 5.0                    | 3.0                 | 0.0             | 0.0      | 81.0                 | FT      | M        | <6           | <6      | 2            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 24326.0      | Sales & Marketing | region_13 | Bachelor's       | sourcing              | 1.0               | 41.0  | 3.0                    | 6.0                 | 1.0             | 0.0      | 52.0                 | PT      | M        | <11          | <11     | 3            |
|              |                   |           | Unknown          |                       |                   |       |                        |                     |                 |          |                      |         |          |              |         |              |
| 58706.0      | Sales & Marketing | region_22 | Bachelor's       | sourcing              | 2.0               | 26.0  | 3.0                    | 3.0                 | 1.0             | 0.0      | 48.0                 | FT      | M        | <6           | <6      | 2            |
| 49163.0      | Sales & Marketing | region_17 | Master's & above | other                 | 1.0               | 48.0  | 3.0                    | 19.0                | 0.0             | 0.0      | 48.0                 | FT      | M        | 16           | 16      | 5            |



label: Experience
Value
Experience
sort order
output: {"Functional-Dependency": [["Experience", "Value"], ["Experience", "sort order"]]}
labeled_fds: Experience
Value
Experience
sort order
Department
Awards
recruitment_channel
Awards
age
Awards
KPIs_met >80%
Awards
Gender
Awards
source: $MMTU_HOME/resources/Relationship-finding/FD/126030947