Question: I need the SQL query of the below question which can be written in python (pyspark). Q1 - Is there a correlation between neighborhood, zip
I need the SQL query of the below question which can be written in python (pyspark).
Q1 - Is there a correlation between neighborhood, zip code, and number of fire calls?
Attaching sample of data and the column names for reference.
StructField('CallNumber', IntegerType(), True),
StructField('UnitID', StringType(), True),
StructField('IncidentNumber', IntegerType(), True),
StructField('CallType', StringType(), True),
StructField('CallDate', StringType(), True),
StructField('WatchDate', StringType(), True),
StructField('CallFinalDisposition', StringType(), True),
StructField('AvailableDtTm', StringType(), True),
StructField('Address', StringType(), True),
StructField('City', StringType(), True),
StructField('Zipcode', IntegerType(), True),
StructField('Battalion', StringType(), True),
StructField('StationArea', StringType(), True),
StructField('Box', StringType(), True),
StructField('OriginalPriority', StringType(), True),
StructField('Priority', StringType(), True),
StructField('FinalPriority', IntegerType(), True),
StructField('ALSUnit', BooleanType(), True),
StructField('CallTypeGroup', StringType(), True),
StructField('NumAlarms', IntegerType(), True),
StructField('UnitType', StringType(), True),
StructField('UnitSequenceInCallDispatch', IntegerType(), True),
StructField('FirePreventionDistrict', StringType(), True),
StructField('SupervisorDistrict', StringType(), True),
StructField('Neighborhood', StringType(), True),
StructField('Location', StringType(), True),
StructField('RowID', StringType(), True),
StructField('Delay', FloatType(), True)])

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