### Instruction:

Extract the cause and effect entities from the following sentence:
This data sharing allows service providers to coordinate local operations with airline ramp and airport operators, thus improving overall airport operations

### Assistant:

VARIABLE: overall airport operations
CONDITION: improving
AND: and
KEYWORD: thus
EFFECT_1: improving overall airport operations
CAUSE_1: This data sharing allows service providers to coordinate local operations with airline ramp
CAUSE_2: airport operators

