The article discusses using ggplot2 visualizations to analyze global infrastructure indicators related to AI talent. The indicators include supercomputers, broadband quality, 5G infrastructure, households with internet access, statistical capacity, cost of cheapest internet-enabled device, and gender gap in internet access. The data is sourced from the 2023 Government AI Readiness Index by Oxford Insights. The process involves loading libraries, loading data, cleaning data by renaming and recasting variables, and processing data to create choropleths. Each indicator is visualized separately using ggplot2, with code provided for each visualization. The visualizations include maps showing the distribution of supercomputers, broadband quality, 5G infrastructure, internet access, statistical capacity, cost of cheapest internet-enabled device, and gender gap in internet access. The article concludes with a link to a Kaggle notebook for further exploration.
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Source link: https://medium.com/@kavengik/government-ai-readiness-index-2023-visualizing-the-infrastructure-dimension-e73a64fa6e7d?source=rss——ai-5
Visualizing infrastructure dimension in Government AI Readiness Index 2023 #AIReady
