## 3 Dataset Analysis
### Sources  
Regarding the bibliometric analysis of sources, Bibliometrix offers the possibility to conduct analyses based on the most relevant sources, most locally cited sources, Bradford's Law, sources' local impact, and sources' production over time. Figure 6 presents the analysis of the top 20 most relevant journals. The analysis of the top 20 most relevant journals in the context of our research provides insights into the key journals contributing to the field, indicating the diversity and significance of research across various platforms. The top 20 most relevant journals span a diverse range of disciplines, indicating the interdisciplinary nature of research in AI and ABM applications. Journals such as _Journal of Economic Dynamics & Control, PLOS ONE_, and _Transportation Research Part C-Emerging Technologies_ appear to be prominent contributors. The variety of journals with multiple articles suggests a broad exploration of AI applications in ABM, covering economic dynamics, control, emerging technologies, computational economics, and more. This diversity signifies a comprehensive examination of the subject matter. Journals like _Journal of Economic Dynamics & Control_ and _PLOS ONE_ are notable for having a higher number of articles, indicating a sustained interest and significant contributions in these outlets. Journals such as _IEEE Transactions on Computational Social Systems_ highlight engagement with cutting-edge platforms, showcasing an awareness of emerging technologies and social aspects in computational systems. The presence of journals like _Ecological Modelling_ and _Frontiers in Physiology_ indicates a cross-disciplinary exploration, showcasing the broader impact of AI and ABM beyond traditional domains. Bradford's Law on Source Clustering categorizes journals into different zones based on the distribution of articles (Figure 7). Figure 6: Top 20 most relevant journals. Journals in Zone 1 have the highest productivity and contribute significantly to the research field. Notable journals include \"Journal of Economic Dynamics and Control\", \"PLOS ONE\", and \"Transportation Research Part C-Emerging Technologies\". These journals have a high frequency of articles, indicating a concentrated focus on the chosen research topic. Journals in Zone 2 have moderate productivity, contributing less than the top journals but still making a substantial impact. Examples include \"Administrative Sciences\", \"Advances in Complex Systems\", and \"Applied Energy\". This zone represents a middle ground in terms of research output. Journals in zone 3 have lower productivity compared to zones 1 and 2. They cover a wide range of topics and may not be as central to the core research focus. Examples include _International Journal of Health Geographics_, _Sensors_, and _Software_X. Source Local Impact, based on the H-index, highlights the relative impact of various sources (journals) based on the H-index. The H-index represents the number of articles from a source that have at least H citations each. As seen in Figure 8, for example, the journal _Transportation Research Part C-Emerging Technologies_ has an H-index of 4, meaning there are 4 articles with at least 4 citations each. _PLOS ONE_ has an H-index of 3, indicating there are 3 articles with at least 3 citations each. This analysis provides a quick overview of the relative impact of each source, considering both the number of articles and citations. A higher H-index suggests a more significant influence in the scientific community. The Sources' Production over Time analyzes the evolution of the number of articles published in various journals over the years.