{"id":21286651,"url":"https://github.com/arvikachristy/kivaflowanalysis","last_synced_at":"2025-03-15T15:21:01.091Z","repository":{"id":92391188,"uuid":"106216836","full_name":"arvikachristy/KivaFlowAnalysis","owner":"arvikachristy","description":"Masters Final Year Project - Analysing Transaction Flow in Kiva.org- UCL 2017/18","archived":false,"fork":false,"pushed_at":"2018-04-29T13:14:52.000Z","size":1537,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-22T05:24:31.631Z","etag":null,"topics":["analysis","gravity-model","kiva","rewiring-analysis","topological-data-analysis"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/arvikachristy.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-10-08T23:20:01.000Z","updated_at":"2022-07-16T00:35:17.000Z","dependencies_parsed_at":"2023-06-09T14:30:43.364Z","dependency_job_id":null,"html_url":"https://github.com/arvikachristy/KivaFlowAnalysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arvikachristy%2FKivaFlowAnalysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arvikachristy%2FKivaFlowAnalysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arvikachristy%2FKivaFlowAnalysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arvikachristy%2FKivaFlowAnalysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/arvikachristy","download_url":"https://codeload.github.com/arvikachristy/KivaFlowAnalysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243746828,"owners_count":20341325,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["analysis","gravity-model","kiva","rewiring-analysis","topological-data-analysis"],"created_at":"2024-11-21T11:30:54.185Z","updated_at":"2025-03-15T15:21:01.048Z","avatar_url":"https://github.com/arvikachristy.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Flow Analysis on Kiva, The Online Microlending Platform\n### Technology Requirements:\n- Python 3\n- MATLAB\n- PSQL\n- PgAdmin (*Optional)\n- iPython and Miniconda (*Optional)\n- Gephi Software: [Download Link](https://gephi.org/users/download/) (*Optional)\n### File Structure:\nThere exist three data analysis in this repository. Each represented in three different folders listed below:\n##### gravity-model \n- This code was written in MATLAB.\n- Contains country-to-country analysis using gravity model. \n- Main gravity model can be found in `gravModel.m`.\n- Correlation calculation can be found in `correlationScript.m`.\n- We listed the SQL Queries that we used to build the PSQL database in `gravity_query.sql`.\n##### topological-analysis\n- This code was written in Python.\n- Contains country-to-country analysis using Bonferroni Validation Procedure (BVP).\n- Procedure can be found in `bonferroni.py`.\n- We listed the SQL Queries that we used to build the PSQL database in `topological_query.sql` (note that some of the query were used from gravity model).\n- We also included Gephi files that we used to visualise the flow in world map.\n##### rewiring-analysis\n- This code was written in Python.\n- Contains country-to-individual(macro) and individual-to-individual(micro) analysis using rewiring analysis.\n- This file contains two more folders: `country-to-individual` and `individual-to-individual`.\n- The main procedure for macro analysis was written in individual files for each categories. Each can be found in `[category]-rewiring.py`.\n- The main procedure for micro analysis can be found in `main-gender-rewiring.py`.\n- All files are accompanied with the SQL Queries that we used to build the PSQL database with.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farvikachristy%2Fkivaflowanalysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farvikachristy%2Fkivaflowanalysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farvikachristy%2Fkivaflowanalysis/lists"}