{"help": "https://znrr.grz.gov.zm/en/api/3/action/help_show?name=package_show", "success": true, "result": {"author": null, "author_email": null, "creator_user_id": "e24060d3-4a96-4ef2-95e7-705f6a31c2a1", "id": "81ed1fbb-48fa-4d5d-b3a0-fea6de99a015", "isopen": false, "language": "en", "license_id": "notspecified", "license_title": "License not specified", "maintainer": null, "maintainer_email": null, "metadata_created": "2025-12-18T08:30:05.941127", "metadata_modified": "2025-12-18T08:46:49.213670", "name": "t-dirichlet-allocation-model-the-southern-african-development-community-and-the-paris-club", "no_pii_confirmation": "1", "notes": "In the mid-20th century, several supranational organisations came into existence to address the desire for strong human rights and the rule of law. Countries in the Global South, particularly those from Southern Africa, sought to advance their national political liberation through supranational efforts, hence the birth of the Southern African Development Coordination Conference (SADCC), which eventually became the Southern African Development Community (SADC). The SADC, with its Vision 2050, aims to promote peace and security sustenance as socioeconomic transformation in Southern Africa. However, while the SADC functions to operate in a collaborative fashion, member states have struggled with achieving debt sustainability. In response, the Paris Club, an informal organisation of creditor countries, created innovative debt relief solutions for indebted countries. These solutions are referenced in the Paris Club\u2019s archives, which is the central data source for this study. To derive insights from these archives, this study utilised the Latent Dirichlet Allocation (LDA) model to thematically analyse the Paris Club\u2019s archives targeted towards SADC member states. The results from this study substantiate the Paris Club\u2019s role in facilitating debt restructuring efforts, such as debt service suspensions, when interacting with the SADC, particularly prioritising the debt sustainability of Angola, the Democratic Republic of Congo, Seychelles, and Zambia.", "num_resources": 1, "num_tags": 1, "organization": {"id": "5955ab61-5eed-44e0-bafd-070cb69ca7bc", "name": "saipar", "title": "Southern African Institute for Policy and Research", "type": "organization", "description": "Southern African Institute for Policy and Research", "image_url": "2025-09-27-135637.174418saipar-logo.5a6e128e986a-3115376569.jpg", "created": "2024-08-30T16:51:12.259582", "is_organization": true, "approval_status": "approved", "state": "active"}, "owner_org": "5955ab61-5eed-44e0-bafd-070cb69ca7bc", "private": false, "resource_type": "text", "rights": "", "state": "active", "temporal_end": "", "temporal_start": "", "title": "AN APPLICATION OF THE LATENT DIRICHLET ALLOCATION MODEL", "type": "data", "url": null, "version": null, "contributor": [{"email": "joshua@frontierdominion.com ", "name": "Joshua Charles"}], "publisher": [{"email": "dbwalyatembo@yahoo.com/ marja.hinfelaar@saipar.org", "name": "Southern African Institute for Policy and Research", "url": ""}], "resources": [{"cache_last_updated": null, "cache_url": null, "created": "2025-12-18T08:46:48.979373", "datastore_active": false, "description": "The paper revealed topical observations related to the Paris Club\u2019s archives for member states of the Southern African Development Community. Ultimately, it was found that the archives highlighted the Paris Club\u2019s role in creating debt relief solutions such as debt service suspensions and reductions tailored for the SADC", "format": "PDF", "hash": "", "id": "24ad798c-ec8f-4708-93bf-f3720d84fd1b", "last_modified": "2025-12-18T08:46:48.956122", "lfs_prefix": "saipar/t-dirichlet-allocation-model-the-southern-african-development-community-and-the-paris-club", "metadata_modified": "2025-12-18T08:46:49.218533", "mimetype": "application/pdf", "mimetype_inner": null, "name": "AN APPLICATION OF THE LATENT DIRICHLET ALLOCATION MODEL", "package_id": "81ed1fbb-48fa-4d5d-b3a0-fea6de99a015", "position": 0, "resource_type": null, "sha256": "35c3467dab4bdd8278ede0806413d1f119415e19c133364fa7616abe8081c2ac", "size": 827332, "state": "active", "url": "https://znrr.grz.gov.zm/en/dataset/81ed1fbb-48fa-4d5d-b3a0-fea6de99a015/resource/24ad798c-ec8f-4708-93bf-f3720d84fd1b/download/an-application-of-the-latent-dirichlet-allocation-model.pdf", "url_type": "upload"}], "tags": [{"display_name": "AN APPLICATION OF THE LATENT DIRICHLET ALLOCATION MODEL", "id": "019b91b8-d631-4c71-97d0-dc060d00124a", "name": "AN APPLICATION OF THE LATENT DIRICHLET ALLOCATION MODEL", "state": "active", "vocabulary_id": null}], "groups": [], "relationships_as_subject": [], "relationships_as_object": []}}