Chinastark/bird_dataset huggingface dataset:
Column: license_no
Name: license number
Data format: integer
Description: the license number of the facility
Column: dba_name
Name: doing business as name
Data format: text
Description: the dba name of the facility
Value description: commonsense evidence: DBA stands for doing business as. It's also referred to as your business's assumed, trade or fictitious name.
Column: aka_name
Name: as know as name
Data format: text
Description: the aka name of the facility
Value description: commonsense evidence: the aka name is used to indicate another name that a person or thing has or uses
Column: facility_type
Name: facility type
Data format: text
Description: the facility type
Value description: commonsense evidence: can ask some questions about its categories, for i.e.:  
 "Restaurant" and "Cafeteria" refers to restaurants 
 PASTRY school and "CULINARY ARTS SCHOOL" belongs to "Education" or "School". Please design this and mention your evidence in the commonsense part of questions, thanks
Column: risk_level
Name: risk level
Data format: integer
Description: the risk level of the facility
Value description: commonsense evidence: Facilities with higher risk level have more serious food safety issues
Column: address
Data format: text
Description: physical street address of the facility
Column: city
Data format: text
Description: city of the facility's address
Column: state
Data format: text
Description: state of the facility's address
Column: zip
Data format: integer
Description: postal code of the facility's address
Column: latitude
Data format: real
Description: the latitude of the facility
Column: longitude
Data format: real
Description: the longitude of the facility
Value description: commonsense evidence: location = POINT(latitude, longitude)
Column: ward
Data format: integer
Description: the ward number of the facility
Value description: commonsense evidence: Ward number is the number assigned by the local authorities to identify the population count in each town, village and district usually for electoral purposes or to extract property and locality details