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

1. Raw data was collected from Scopus (75 entries) and Web of Science (445 entries)
2. Data was processed and consolidated into database.csv for analysis
3. Full-text content was extracted and stored in pdf_full_texts.csv for text analysis
4. Analysis was performed using two separate notebooks:
   1. Main analysis and visualizations in charts-scripts.ipynb
   2. Text analysis and word cloud generation in wordcloud.ipynb