Kiva Project Findings Final

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Interim Final


Area of study

The bulk of its loans, in terms of both amount and quantity, are funded in the Philippines, thus being the country of focus in our analysis.

TO BE REMOVED

G22F1.png
Figure 1: Screenshot of loan_themes_by_region.csv

The screenshot above of loan_themes_by_region.csv shows a snippet of the old geocode of the Kiva regions having many missing values (14536 out of 15736 records). As there is far too many missing records for this column to derive any meaningful information regarding shifts in location regions for particular loan themes, we removed this column entirely.


Analysis

Kernel Density Analysis

Spatial Autocorrelation Analysis

Methodology

Area Analysis of Visayas

Reference