
Systematic Mapping Study Data Repository This repository contains the data and analysis scripts for a systematic mapping study. The repository includes raw data from literature databases, processed datasets, and analysis notebooks. Repository Contents Raw Data Files 75_scopus_full.csv: Raw data extracted from Scopus database (excluding 2024 data) 445_wos.csv: Raw data extracted from Web of Science database (excluding 2024 data) Processed Data Files database.csv: Final consolidated database used for generating charts and analysis in the systematic mapping study pdf_full_texts.csv: Contains the full text content of papers used for generating the word cloud analysis Analysis Notebooks charts-scripts.ipynb: Jupyter notebook containing scripts for data analysis and chart generation wordcloud.ipynb: Jupyter notebook dedicated to word cloud generation and text analysis Data Timeline Please note that the raw data files (75_scopus_full.csv and 445_wos.csv) do not include publications from 2024. The analysis is based on data up to 2023. Analysis Workflow Raw data was collected from Scopus (75 entries) and Web of Science (445 entries) Data was processed and consolidated into database.csv for analysis Full-text content was extracted and stored in pdf_full_texts.csv for text analysis Analysis was performed using two separate notebooks: Main analysis and visualizations in charts-scripts.ipynb Text analysis and word cloud generation in wordcloud.ipynb
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
