Edge Case Handling for Release 0.3

[piafaustino]

DSWD data tested by Reg Onglao reg-onglao-testfiles.zip

• [x] When the input data has a city/municipality misplaced in the Barangay column, LinkSight can't find the correct result. Feedback from Reg Onglao: "I used one of my old DSWD files, and found multiple cases wherein encoders put a "city/municipality" in the "barangay" column instead (I imagine this'd be a usual error for govt agencies). I'm wondering if your algo can check these human error cases if there's a higher-accuracy match by moving one admin level up (vs a low-accuracy match within same admin level)? Here's an example below. This should have been matched to Tabaco City, Albay but had bad results since was forced to be a Barangay:" (UPDATE: Moving to Release 0.3)

• [x] When the input data has the wrong province attached to a city or municipality, LinkSight fails to recommend the correct city or municipality among the options. Take for example what happens when Butuan City is misplaced

  

[piafaustino]

Should be addressed by new matcher algo