Profiling

Codebook:

  • See data dictionary here.

Overall Data Description:

  • This original data came in .shapefile (ATRACK) and csv (FEATURES) format. 
    • For the shapefile, the corresponding table with data was then extracted into .csv format.
    • Fore the .csv, the data was reshaped into long form.

Note: This profiling only is for ATRACK data.  Non-ATRACK rows (e.g. single families/commercial) were removed from data profiling.

Year: 2015

Unit of analysis: Apartment Complex parcel

Number of observations: 410

 

Quality:ATRACK
DuplicationsNo duplicated rows
" RealProper"   1 duplicated (Same Apartment Complex/Different information
VariablesCompletenessValidityUniquenessConsistency

"StatusDsc

1 missing100%Levels: "Active", "Under Renovation"100%
"StreetAddr"100%100% Some are not all CAPS
"ZipCode"100%100% 100%
"Affordabil"100%100%Levels: "CAF Only","Market Only","Mixed"100%
"BuildingTy"100%100%Levels: "Elevator", "Garden" 100%
"YearBuiltD"100%25 listed as 0 100%
"TotalUnitC"100%100% 100%
"OneBedroom"100%100% 100%
"TwoBedroom"100%100% 100%
"ThreeBedro"100%100% 100%
"FourBedroo"100%100% 100%
"Efficiency"100%100% 100%
"OneBedro_1"100%100% 100%
"TwoBedro_1"100%100% 100%
"ThreeBed_1"100%100% 100%
"AverageRen"100%62% missing 100%
"VacantUnit"100%100%70% listed as 0100%
"AMI_Effici"100%100%69% listed as 0100%
"AMI_Four_B"99% missing100% 100%
"AMI_One_Be"100%100%24% listed as 0100%
"AMI_One__1"100%100%90% listed as 0100%
"AMI_Three_"100%100%81% listed as 0100%
"AMI_Three1"All but two are missing2 listed as "#Value!" 100%
"AMI_Two_Be"100%100%48% listed as 0100%
"AMI_Two_1"93% missing3 listed as "#Value!" 100%
"YearBuiltD100%25 list as 0 100%

** 23 properties do not have a "ToalUnitC" that matches the sum of the room breakdown. Of these, 20 have no information on room breakdown.

Attachments:

Data list table.docx (application/vnd.openxmlformats-officedocument.wordprocessingml.document)