ONEcampaign/vaccine_manufacturing_without_data

African leaders are taking steps to achieve vaccine sovereignty by 2040. To get there, African manufacturers will need to produce 73 times more vaccines than they produce today. Success will require innovative partnership, new financing, and changes in policy. # Vaccine Manufacturing DataDive This repository contains analysis for the updated manufacturing datadive, prepared for health-related summits in June. You can see our 'behind the scenes' notebook which goes through the data decisions made throughout this project. Around 99% of vaccines administered in Africa are produced outside the continent. This has contributed to unequal access to life-saving vaccines and significant health disparities between regions. The COVID-19 pandemic put a spotlight on this problem when rich countries monopolized the majority of vaccines. In response the African Union set a target of producing 60% of its own vaccines by 2040. The analysis in this Data Dive can be divided into: - Vaccine Supply: WHO MI4A Dataset (Provided by WHO) - Vaccine Demand: Linksbridge's Vaccine Almanac - Manufacturing Facility Commitments - COVID-19 Vaccine Hoarding - Gavi-related Statistics This repository uses data provided by WHO (vaccine supply), Linksbridge (vaccine demand), and PATH/CHAI (manufacturing commitments), alongside various reports (gavi-specific statistics) to complete all analysis. Below outlines each data source, the data visualisations they provide, alongside other useful information. ## Vaccine Supply: WHO MI4A Dataset (Provided by WHO) ### Data Visualisation(s) - Data visualisation: Waffle chart - Link: public.flourish.studio Embed code: ```html ``` - Data visualisation: "Africa produces a fraction of the world's vaccines" - Link: public.flourish.studio Embed code: ```html ``` ### Relevant files Core analysis is completed on `who_mi4a_data.py`. Analysed data is stored in `african_vaccine_supply.csv`. ### More information The World Health Organisation has a publicly available dataset of vaccine purchase data. This dataset is self-reported by governments based on their purchases of vaccines. There is an additional data which is not publicly available which contains similar data bu …