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:
| EMP_ID   | system32          | region    | education        | gender   | recruitment_channel   | no_of_trainings   | age   | previous_year_rating   | length_of_service   | KPIs_met >80%   | awards_won?   | avg_training_score   | FT/PT   | exp   |   ID | VALUE   |
|:---------|:------------------|:----------|:-----------------|:---------|:----------------------|:------------------|:------|:-----------------------|:--------------------|:----------------|:--------------|:---------------------|:--------|:------|-----:|:--------|
| 35013.0  | Operations        | region_7  | Bachelor's       | f        | sourcing              | 1.0               | 28.0  | 5.0                    | 2.0                 | 1.0             | 0.0           | 62.0                 | FT      | <3    |    1 | <3      |
| 78023.0  | Sales & Marketing | region_2  |                  | m        | sourcing              | 1.0               | 25.0  | 3.0                    | 3.0                 | 1.0             | 0.0           | 50.0                 | FT      | <6    |    2 | <6      |
| 4202.0   | Operations        | region_16 | Bachelor's       | m        | other                 | 2.0               | 32.0  | 4.0                    | 3.0                 | 1.0             | 0.0           | 59.0                 | PT      | <6    |    2 | <6      |
| 58838.0  | Sales & Marketing | region_2  | Master's & above | f        | sourcing              | 1.0               | 35.0  | 5.0                    | 7.0                 | 1.0             | 0.0           | 55.0                 | PT      | <11   |    3 | <11     |
| 59069.0  | Legal             | region_13 | Bachelor's       | f        | other                 | 1.0               | 32.0  | 4.0                    | 5.0                 | 1.0             | 0.0           | 63.0                 | FT      | <6    |    2 | <6      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 45268.0  | Procurement       | region_2  | Bachelor's       | m        | other                 | 1.0               | 54.0  | 3.0                    | 13.0                | 0.0             | 0.0           | 77.0                 | FT      | <16   |    4 | <16     |
| 18695.0  | Operations        | region_13 | Bachelor's       | m        | other                 | 1.0               | 41.0  | 4.0                    | 4.0                 | 0.0             | 0.0           | 60.0                 | PT      | <6    |    2 | <6      |
| 62862.0  | Operations        | region_23 | Master's & above | f        | other                 | 2.0               | 38.0  | 3.0                    | 9.0                 | 0.0             | 0.0           | 60.0                 | PT      | <11   |    3 | <11     |
| 17418.0  | Operations        | region_23 | Bachelor's       | m        | sourcing              | 1.0               | 37.0  | 5.0                    | 7.0                 | 1.0             | 0.0           | 61.0                 | FT      | <11   |    3 | <11     |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 37611.0  | Operations        | region_22 | Bachelor's       | m        | other                 | 1.0               | 36.0  | 3.0                    | 8.0                 | 0.0             | 0.0           | 60.0                 | FT      | <11   |    3 | <11     |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 48044.0  | Sales & Marketing | region_29 | Bachelor's       | m        | other                 | 3.0               | 30.0  | 1.0                    | 7.0                 | 0.0             | 0.0           | 49.0                 | FT      | <11   |    3 | <11     |
| 25912.0  | Operations        | region_26 | Bachelor's       | f        | sourcing              | 1.0               | 28.0  | 4.0                    | 4.0                 | 0.0             | 0.0           | 65.0                 | FT      | <6    |    2 | <6      |
| 47673.0  | Operations        | region_23 | Bachelor's       | m        | sourcing              | 1.0               | 35.0  | 2.0                    | 6.0                 | 0.0             | 0.0           | 56.0                 | FT      | <11   |    3 | <11     |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 3556.0   | Technology        | region_31 | Master's & above | m        | other                 | 1.0               | 34.0  | 4.0                    | 5.0                 | 1.0             | 0.0           | 78.0                 | FT      | <6    |    2 | <6      |
| 18632.0  | Sales & Marketing | region_27 | Bachelor's       | m        | other                 | 1.0               | 31.0  | 5.0                    | 3.0                 | 0.0             | 0.0           | 55.0                 | FT      | <6    |    2 | <6      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 8722.0   | Sales & Marketing | region_7  | Bachelor's       | f        | other                 | 1.0               | 33.0  | 3.0                    | 5.0                 | 0.0             | 0.0           | 50.0                 | PT      | <6    |    2 | <6      |
| 62926.0  | Procurement       | region_2  | Master's & above | f        | other                 | 1.0               | 56.0  | 3.0                    | 3.0                 | 0.0             | 0.0           | 68.0                 | FT      | <6    |    2 | <6      |
| 48966.0  | Procurement       | region_7  | Bachelor's       | m        | sourcing              | 1.0               | 29.0  | 5.0                    | 4.0                 | 1.0             | 0.0           | 69.0                 | FT      | <6    |    2 | <6      |
| 60898.0  | Operations        | region_7  | Master's & above | f        | sourcing              | 1.0               | 46.0  | 3.0                    | 7.0                 | 0.0             | 0.0           | 71.0                 | FT      | <11   |    3 | <11     |
| 62071.0  | Sales & Marketing | region_30 | Bachelor's       | m        | sourcing              | 1.0               | 27.0  | 1.0                    | 5.0                 | 0.0             | 0.0           | 48.0                 | FT      | <6    |    2 | <6      |
| 31605.0  | HR                | region_2  | Bachelor's       | m        | other                 | 1.0               | 49.0  | 4.0                    | 5.0                 | 0.0             | 0.0           | 51.0                 | FT      | <6    |    2 | <6      |
| 51986.0  | Procurement       | region_2  |                  | f        | sourcing              | 1.0               | 47.0  | 1.0                    | 20.0                | 0.0             | 0.0           | 70.0                 | PT      | 16+   |    5 | 16+     |
| 65586.0  | HR                | region_32 | Bachelor's       | m        | other                 | 1.0               | 35.0  | 2.0                    | 5.0                 | 0.0             | 0.0           | 51.0                 | PT      | <6    |    2 | <6      |
| 44744.0  | Sales & Marketing | region_30 | Bachelor's       | m        | other                 | 1.0               | 30.0  | 3.0                    | 4.0                 | 0.0             | 0.0           | 50.0                 | PT      | <6    |    2 | <6      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 73065.0  | Operations        | region_13 | Bachelor's       | m        | sourcing              | 1.0               | 31.0  | 3.0                    | 4.0                 | 0.0             | 0.0           | 60.0                 | FT      | <6    |    2 | <6      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 50405.0  | Sales & Marketing | region_7  | Master's & above | m        | other                 | 1.0               | 52.0  | 3.0                    | 16.0                | 0.0             | 0.0           | 50.0                 | PT      | 16+   |    5 | 16+     |
| 57181.0  | R&D               | region_15 | Bachelor's       | m        | other                 | 1.0               | 34.0  | 3.0                    | 8.0                 | 0.0             | 0.0           | 86.0                 | FT      | <11   |    3 | <11     |
| 1993.0   | Analytics         | region_31 | Bachelor's       | m        | other                 | 2.0               | 34.0  | 5.0                    | 9.0                 | 1.0             | 0.0           | 83.0                 | FT      | <11   |    3 | <11     |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 20761.0  | HR                | region_2  | Master's & above | f        | other                 | 1.0               | 43.0  | 5.0                    | 7.0                 | 1.0             | 0.0           | 49.0                 | FT      | <11   |    3 | <11     |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 42357.0  | Procurement       | region_13 | Bachelor's       | f        | sourcing              | 1.0               | 25.0  | 3.0                    | 3.0                 | 0.0             | 0.0           | 68.0                 | PT      | <6    |    2 | <6      |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 4843.0   | Technology        | region_5  | Master's & above | m        | other                 | 1.0               | 47.0  | 1.0                    | 7.0                 | 0.0             | 0.0           | 76.0                 | FT      | <11   |    3 | <11     |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 18869.0  | Sales & Marketing | region_7  | Bachelor's       | m        | other                 | 1.0               | 33.0  | 3.0                    | 8.0                 | 1.0             | 0.0           | 47.0                 | PT      | <11   |    3 | <11     |
|          |                   |           |                  |          |                       |                   |       |                        |                     |                 |               |                      |         | <3    |    1 | <3      |
| 1766.0   | Technology        | region_22 | Bachelor's       | m        | sourcing              | 2.0               | 29.0  | 5.0                    | 2.0                 | 1.0             | 0.0           | 81.0                 | PT      | <3    |    1 | <3      |
| 58024.0  | Sales & Marketing | region_17 | Master's & above | m        | sourcing              | 1.0               | 40.0  | 1.0                    | 8.0                 | 0.0             | 0.0           | 54.0                 | FT      | <11   |    3 | <11     |



label: exp
ID
exp
VALUE
output: {"Functional-Dependency": [["exp", "ID"], ["exp", "VALUE"]]}
labeled_fds: exp
ID
exp
VALUE
previous_year_rating
awards_won?
length_of_service
awards_won?
avg_training_score
awards_won?
source: $MMTU_HOME/resources/Relationship-finding/FD/291474597