## 3 Dataset Analysis
### Authors
The United Kingdom follows closely with 81 published articles, encompassing 26 MCPs and 55 SCPs. Germany and the Netherlands are next, with 62 and 56 published papers, respectively. Germany reports 38 SCPs and 24 MCPs, while the Netherlands has 15 MCPs and 41 SCPs. Canada is also noteworthy with 45 published papers, featuring 16 MCPs and 29 SCPs. Australia contributes 44 published papers, inclusive of 15 MCPs and 29 SCPs. Italy, with 34 published articles, records 13 MCPs and 21 SCPs, while France follows with 27 published papers, equally divided between 11 MCPs and 16 SCPs. Korea rounds out the top 10, contributing 23 published articles, comprising 8 MCPs and 15 SCPs (Figure 11). Figure 12 provides a visual representation of the scientific production across various countries. The map employs a color spectrum, ranging from grey to various shades of blue, with the depth of color corresponding to the volume of published articles. Figure 11: Top 20 most relevant corresponding authors’ country. As anticipated, the United States of America leads the chart with the highest number of published articles, totaling 772. China secures the second position with 343 articles, followed by the United Kingdom in third place with 230 papers. Germany and the Netherlands occupy the fourth and fifth positions with 143 and 120 articles, respectively. Figure 13 offers insights into the distribution of citations across various countries. Notably, the United States of America emerges as the most prominently cited country, with a total of 11,743 citations. The average number of citations per article from the United States stands at 41.2, constituting a substantial share of 48.88% of the total citations worldwide. Figure 12: Scientific production based on country. Figure 13: Top 20 countries with the most citations. China secures the second position with 1762 citations, featuring an average article citation count of 13.76. This accounts for 7.33% of the total citations worldwide. The Netherlands ranks third with 1043 citations and an average article citation rate of 18.62, representing 4.34% of the total citations globally. Figure 14 presents a country collaboration map, illuminating the extent of collaborative efforts among nations in producing high-quality scientific papers. Among the most prolific collaborative partnerships, the United States and China stand out with 21 joint papers, as do the United States and the United Kingdom, also with 21 collaborative articles. Additionally, noteworthy collaborations include the United States and China, with 22 collaborations, the United States and Canada, contributing a total of 20 papers together, the United States and the United Kingdom, with 18 collaborations, and the United States and Romania, which have co-authored 15 articles (Figure 14). Figure 15 presents the authors' collaboration networks in which the isolated nodes have been removed. Also, the minimum number of edges has been set to two. As a result, seven clusters emerge with a total number of 23 authors. Cluster 1, represented in red in Figure 15, is made by [PERSON], [PERSON], [PERSON], [PERSON], [PERSON], and [PERSON] and features papers written on ABM in airplane boarding [62; 63; 64; 65]. Cluster 2, presented in blue in Figure 15, is made by [PERSON], [PERSON], [PERSON], [PERSON], and [PERSON], focusing on topics related to stakeholders' involvement in freight transport policies [67; 68; 69; 70; 71]. Cluster 3, colored in green in Figure 15, is composed by [PERSON], [PERSON], and [PERSON] The authors have focused on ABM for studying the compliance with safety regulations in airline ground services [72; 73; 74; 75]. Figure 14: Country collaboration map. [PERSON], [PERSON], and [PERSON]. (cluster 4, in violet) use ABM for locating public facilities for conventional and electric vehicles [76; 77]. From clusters 5 to 7, each of them are made by two authors (Figure 15). [PERSON] and [PERSON].