Machine Learning Analysis of Digital Financial Inclusion: Identifying Determinants, Barriers, and Sustainability Links

This is the first archived release of the data and code accompanying the paper: "Machine Learning Analysis of Digital Financial Inclusion: Identifying Determinants, Barriers, and Sustainability Links". This repository includes: - `analysis_script.py`: The Python script for all data processing, modeling, and visualization. - `cleaned_financial_inclusion_data.csv`: The anonymized survey dataset (n=148). - `requirements.txt`: A list of required Python libraries. The script can be run to replicate all tables and figures presented in the manuscript.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-15
DOI
https://doi.org/10.5281/zenodo.17127786
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
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article

Machine Learning Analysis of Digital Financial Inclusion: Identifying Determinants, Barriers, and Sustainability Links

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Machine Learning Analysis of Digital Financial Inclusion: Identifying Determinants, Barriers, and Sustainability Links

article en

Abstract

This is the first archived release of the data and code accompanying the paper: "Machine Learning Analysis of Digital Financial Inclusion: Identifying Determinants, Barriers, and Sustainability Links". This repository includes: - `analysis_script.py`: The Python script for all data processing, modeling, and visualization. - `cleaned_financial_inclusion_data.csv`: The anonymized survey dataset (n=148). - `requirements.txt`: A list of required Python libraries. The script can be run to replicate all tables and figures presented in the manuscript.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Openalex Percentile: Top 43%
Geochemistry and Geologic Mapping
DOIOpen Access PDFOpenAlex
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Machine Learning Analysis of Digital Financial Inclusion: Identifying Determinants, Barriers, and Sustainability Links · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS