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Financial Inclusion in Africa

Bank Account Prediction Dataset

classification tabular financial ~33,000 rows Public (Zindi Terms)
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Description

Classification dataset to predict who in Africa is most likely to have a bank account. Demographics from Kenya, Rwanda, Tanzania, Uganda.

Quick Start

Python 
import pandas as pd

df = pd.read_csv("Train.csv")
print(df.head())

Project Ideas

Credit Scoring Proxy

Build credit scoring proxy for unbanked populations

Intermediate

Gender Disparity Analysis

Analyze gender disparity in financial access

Beginner

Ethical Considerations

  • Financial data is sensitive
  • Audit models for rural/female population bias