Mendeley Data Showcase

Ficheiro revisto IV.

Metabolomics for MBZ treated VM-M3 cell line

This data contain the code and material for the study "Unlocking Growth: How Capital Liberalization and Technology Finance Drive High-Quality Economic Development"

The numerical tests of sandstone and the comparison data of the test results.

This dataset contains detailed information from a Systematic Literature Review (SLR) on Process Mining, including bibliographic data, methodologies, and key findings from selected research papers. This study presents a Systematic Literature Review (SLR) on Process Mining, aiming to analyze the evolution, trends, and challenges in the field. By applying a structured search strategy across multiple digital libraries, we identify, classify, and synthesize relevant research works. The study provides insights into methodologies, application domains, and emerging directions in process mining, offering a comprehensive overview for researchers and practitioners. The repository contains the following files: 01_DataExtraction.xlsx: provides a structured overview of the study process. It includes a brief description of the dataset, the systematic data extraction for all GPS entries, and a quality assessment to evaluate the reliability of the extracted information. Additionally, it contains a short analysis of each selected GPS, offering a concise yet comprehensive perspective on the main findings. 02_Search_Query_dataset.xlsm: provides a comprehensive record of the studies retrieved from digital libraries, detailing which articles were selected for analysis and which were excluded based on predefined criteria. This dataset ensures transparency in the selection process and facilitates reproducibility in systematic literature reviews. 03_Groups_of_Primary_Studies.xlsm: categorizes independent studies in process mining, organizing them based on their authorship, title, year, and publication source. This classification ensures a structured overview of relevant research, facilitating the evaluation and comparison of contributions within the field. 04_Answer_QA.xlsm: presents a structured assessment of the methodological quality of selected studies, evaluating key criteria to determine their rigor, reliability, and applicability in process mining research.

Raw data Western blots

The data set comprised the species catch data and catch. It also comprise individual fish species data for Oreochromis karongae and Oreochromis shiranus. The data was collected to understand the fish size distribution through the use of models and evaluate the condition of the fish during the time of capture. The size distribution and condition has the implication on the stock health that relate to fisheries management being implemented in the two lagoon ecosystem. The data was gathered by employing fisher independent survey where a 25 m, 6m depth, 10mm mesh size beach seine was used to catch the fish. The data may be interpreted for the two species in the two lagoons relating to other small water bodies along Lake Malawi as these species are widely distributed in these areas to effect management measure of these important species under threat.

This dataset includes the code used to scrape social media comments from Weibo and Xiaohongshu, LLM-based sentiment analysis scripts, text semantic analysis scripts for extracting waterscape feature keywords and topic mapping, as well as the complete analytical dataset.

The folder contains This folder the replication materials for: "Information and communication channels in electricity tariff and retailer switching: Evidence from a Randomized Controlled Trial", authored by David Boto-García, Ana Rodríguez-Álvarez, and José Francisco Baños Pino. It has the following structure (see the READ ME.txt file for further details). /data/ – Raw data (if permitted) + intermediate data /code/ – Stata do-files for data cleaning + do-files for replicating results presented in the main analysis (main) and the appendix. /output/ – folder to store generated tables and figures README.txt Contact David Boto-García (botodavid@uniovi.es) if you need further information.

Facial rejuvenation in darker-skinned individuals, particularly Asians, is challenging due to high risks of post-inflammatory hyperpigmentation (PIH). The 755-nm picosecond alexandrite laser (PSAL) offers a promising alternative through its photomechanical mechanism, yet comparative data between its two delivery modes—flat optic and diffractive lens array (DLA)—remain limited. This split-face randomized controlled trial compared these two modalities in 78 Asian women with melasma. Each participant received six monthly split-face treatment sessions. Evaluations included clinical, photographic, patient-reported, and histologic analysis over two years. Results showed both modalities yielded comparable long-term improvements in photoaging and melasma, with equivalent increases in collagen I/III and elastin levels. Flat optic provided faster pigment clearance, while DLA showed earlier improvement in texture and wrinkles. Crucially, flat optic demonstrated superior safety, with significantly lower PIH incidence (35.9% vs. 60.3%, p=0.0023), less pain, and shorter recovery time. Among those developing PIH, 60.7% with flat optic recovered within one week versus 25.5% with DLA, where 27.7% had recovery exceeding four weeks. Based on these findings, we propose a new, refined treatment paradigm: flat optic emerges as the preferred initial intervention for PIH-prone patients seeking rejuvenation, DLA may be reserved for subsequent structural enhancement once pigment has been stabilized.