cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/73v6chtwnn.2
title: Dataset Description: 3D Wave-Like Scatter Plot of Rabia's Poetry Themes

description: This dataset represents a simulated exploration of various themes found in the poetry of Rabia, an influential figure in Sufi literature. The simulation employs Monte Carlo methods to generate wave-like data patterns that reflect three key dimensions associated with these themes: Depth, Emotional Impact, and Spiritual Provocation. The dataset consists of 50 samples, each capturing the interplay between these dimensions across six distinct themes.
Themes
The following themes are included in the dataset:
Love
Longing
Unity
Devotion
Mysticism
Separation
Data Generation
Sampling Method: For each theme, scores are generated using a normal distribution with a mean of 5 and a standard deviation of 2. This approach creates a range of values that simulate varying intensities for each theme.
Clipping: The generated scores are clipped to ensure they remain within a realistic range of 0 to 10, reflecting the potential intensity of emotional and spiritual experiences.
Wave Modulation: To introduce wave-like characteristics, sine and cosine functions are applied to the scores. This modulation creates dynamic patterns that enhance the visual representation of how these themes might fluctuate in depth, emotional impact, and spiritual provocation.
Data Structure
The dataset is structured as follows:
all_wave_depth: A 2D array where each row corresponds to a sample and each column represents the depth scores for the six themes.
all_wave_emotional: A 2D array capturing the emotional impact scores across samples and themes.
all_wave_spiritual: A 2D array representing spiritual provocation scores for each theme across samples.
Visualization
The data is visualized using a 3D scatter plot where:
The x-axis represents the Depth scores.
The y-axis reflects the Emotional Impact scores.
The z-axis denotes the Spiritual Provocation scores.
Each point in the scatter plot corresponds to a sample iteration, with varying transparency and color based on depth scores. The colors are derived from the Viridis colormap, providing an aesthetically pleasing gradient that enhances interpretability.
Annotations
Each theme is annotated in the plot with its name, positioned at the average coordinates of its respective wave data across all samples. This allows for easy identification of how each theme relates to the three dimensions being analyzed.
Applications
This dataset can be utilized for:
Analyzing emotional and spiritual trends within Sufi poetry.
Exploring how different themes interact in terms of depth and emotional resonance.
Visualizing complex relationships in poetic expressions through advanced data visualization techniques.
Overall, this dataset serves as a rich resource for researchers, educators, and enthusiasts interested in the intersection of poetry, emotion, and spirituality.
DOI: 10.17632/nc8rtx98mc.1
title: Philosophical Depth in Rabia's Poetry Themes

description: This script generates a visually appealing bar chart to represent the philosophical depth of themes in Rabia's poetry. It highlights the following features:

Themes: Five key themes from Rabia's poetry are listed—Existential Questions, Motivations for Worship, Re-evaluation of Practices, Agency and Authenticity, and Beliefs about Divinity.
Depth Scores: Each theme is assigned a numerical depth score on a scale from 0 to 10, reflecting its philosophical richness.
Bar Chart:
Bars are color-coded using a distinct palette for clarity and visual differentiation.
Scores are annotated directly on the bars for immediate reference.
Presentation:
A clear title, labeled axes, and descriptive y-axis scores enhance interpretability.
The x-axis features rotated theme names for better readability.
A gridline overlays the background to aid in comparing scores visually.
This visualization succinctly captures the intellectual and reflective depth of Rabia's poetry themes, offering a clear perspective on their varying impacts.
DOI: 10.17632/nc8rtx98mc
title: Philosophical Depth in Rabia's Poetry Themes

description: This script generates a visually appealing bar chart to represent the philosophical depth of themes in Rabia's poetry. It highlights the following features:

Themes: Five key themes from Rabia's poetry are listed—Existential Questions, Motivations for Worship, Re-evaluation of Practices, Agency and Authenticity, and Beliefs about Divinity.
Depth Scores: Each theme is assigned a numerical depth score on a scale from 0 to 10, reflecting its philosophical richness.
Bar Chart:
Bars are color-coded using a distinct palette for clarity and visual differentiation.
Scores are annotated directly on the bars for immediate reference.
Presentation:
A clear title, labeled axes, and descriptive y-axis scores enhance interpretability.
The x-axis features rotated theme names for better readability.
A gridline overlays the background to aid in comparing scores visually.
This visualization succinctly captures the intellectual and reflective depth of Rabia's poetry themes, offering a clear perspective on their varying impacts.
DOI: 10.17632/nc8rtx98mc.2
title: Philosophical Depth in Rabia's Poetry Themes

description: This script generates a visually appealing bar chart to represent the philosophical depth of themes in Rabia's poetry. It highlights the following features:

Themes: Five key themes from Rabia's poetry are listed—Existential Questions, Motivations for Worship, Re-evaluation of Practices, Agency and Authenticity, and Beliefs about Divinity.
Depth Scores: Each theme is assigned a numerical depth score on a scale from 0 to 10, reflecting its philosophical richness.
Bar Chart:
Bars are color-coded using a distinct palette for clarity and visual differentiation.
Scores are annotated directly on the bars for immediate reference.
Presentation:
A clear title, labeled axes, and descriptive y-axis scores enhance interpretability.
The x-axis features rotated theme names for better readability.
A gridline overlays the background to aid in comparing scores visually.
This visualization succinctly captures the intellectual and reflective depth of Rabia's poetry themes, offering a clear perspective on their varying impacts.
DOI: 10.17632/r79cnyp8j6.1
title: Base Load_PV_Wind Power Production

description: This excel file includes three sheets. The first sheet contains the consumption power of the uncontrollable load of one-day energy planning of a residential end-user. The second sheet contains the local photovoltaic power generation of a residential building. The third sheet contains the local wind power generation of a residential building.
DOI: 10.17632/n3h6df8hrn.1
title: Real-world effectiveness of azvudine versus nirmatrelvir-ritonavir in hospitalized patients with COVID-19 and pre-existing diabetes-Raw data

description: Raw data
DOI: 10.17632/wsy43pjnxn.1
title: Prosumer Profile

description: This document includes the technical information and the comfort preferences of 20 different residential prosumers created by a uniform random function.
DOI: 10.17632/twgxcpjnz9.1
title: Research on the spatiotemporal pattern, network characteristics, and synergistic effects of carbon emissions reduction in regional tourism in China

description: (1) Calculate the proportion of energy consumption in the tertiary industry based on the coefficients of various types of energy standard coal in the energy balance table of each region, and then calculate the obtained proportion with the total carbon emission of each province to obtain the carbon emission of the tertiary industry. Finally, through the proportion of the added value of tourism in the tertiary industry, the total amount of carbon emissions from tourism in China can be measured effectively. (2) Calculate the gravitational value of tourism carbon emissions from 16 indicators in three systems: quality of tourism development, scale of tourism development, and security of tourism development. (3)Analyze the characteristics of tourism carbon emission network using social network analysis. (4) Calculate the eco-efficiency of tourism carbon emissions based on tourism carbon emissions, and measure the synergistic effect of regional tourism carbon emissions in China.
DOI: 10.17632/jnxtdthzd7.1
title: Phytophthora umbellatus sp. nov., a novel species of Phytophthora from the Subtropical Island of Japan

description: A non-papillate, homothallic Phytophthora species was isolated from Amami Island in the subtropical region of Kagoshima Prefecture, Japan. This isolate could not be assigned to any existing taxon and was characterized through morphological studies and phylogenetic analyses. The novel isolate was found to differ from closely related Phytophthora species based on several distinctive features, including intercalary hyphal swellings, non-caducous and non-papillate sporangia with nested proliferation, clustered chlamydospores, a homothallic sexual phase, smooth oogonia with a tapered base, predominantly amphigynous antheridia, aplerotic oospores, and a lower optimum temperature for growth. In phylogenetic analyses involving sequences from four loci, the isolate formed a distinct monophyletic group within Phytophthora subclade 9c, exhibiting strong bootstrap support. Additionally, the mitochondrial genome of the new isolate was sequenced and annotated, revealing a distinct gene arrangement when compared with related Phytophthora species. Therefore, based on its unique morphological characteristics and taxonomic status, the isolate is described here as a new species formally designated as Phytophthora umbellatus sp. nov.
DOI: 10.17632/hr57wdvttw.1
title: Locus of control, job insecurity and work engagement: A comparative study among healthcare workers engaged on regular and outsourced basis

description: Work engagement, locus of control and job insecurity data in excel.
DOI: 10.17632/8vy99wphck.1
title: Numerical modeling of the influence of water activity on phase evolution and fast prediction of natural hydrogen production in ultramafic formations

description: Raw data for all figures in the manuscript by Flynn and Catalano to be published by Geochimica et Cosmochimica Acta as "Reductive Transformations of Layered Manganese Oxides by Small Organic Acids and the Fate of Trace Metals".Raw data for all figuresth in the manuscript by Flynn and Catalano to be published by Geochimica et Cosmochimica Acta as "Reductive Transformations of Layered Manganese Oxides by Small Organic Acids and the Fate of Trace Metals".
DOI: 10.17632/86mvxy5bc9.1
title: Macroinvertebrate data for: "Effect of a large-scale Nature-based Solution on aquatic biodiversity in a gravel river in The Netherlands"

description: This data file containes the environmental and biological data used for the paper of Daumal et al. (2024): "Effect of a large-scale Nature-based Solution on aquatic biodiversity in a gravel river in The Netherlands"

Main stream, secondary channels, gravel lakes and tributaries in the Border Meuse valley were compared to analyze their contribution to the regional diversity. 

Abstract:
1. Nature-based solutions (NbS) give space back to rivers and have the potential to improve biodiversity in aquatic habitats. More research is needed to understand the effect of river-reach NbS restoration efforts on ecological quality. 
2. Macroinvertebrates were sampled in mainstream, secondary channels, lakes, and tributaries of the Border Meuse valley. Local abiotic conditions, taxa, abundances, unique taxa contribution, and diversity indices were compared between water-body types. 
3. Water-body types were differing in local conditions driving invertebrate communities. The main and secondary channels of the Border Meuse had the smallest, and lakes and tributaries the largest contribution to diversity of the river valley. Many taxa of fast-flowing rivers were still missing in the river.
4. The NbS Grensmaas had no effect on the macroinvertebrate community in the Border Meuse, secondary channels hardly contributed diversity, tributaries were important, but their reconstruction pre-dated the NbS project, and lakes were key in the regional species pool in the Border Meuse valley. The impact of the NbS Grensmaas on ecological quality is questionable. 
5. We provide five lessons for future NbS planning. Before the restoration starts, a system-wide analysis and goal setting should be done, and a clear monitoring strategy should be set. Proper pre-project data is necessary to understand bottlenecks and predict and measure possible failures and successes.
DOI: 10.17632/86mvxy5bc9.2
title: Entvironmental and Macroinvertebrate data for: "The effect of a large-scale Nature-based Solution on the aquatic biodiversity in a gravel river in The Netherlands"

description: This data files containes the environmental and biological data used for the paper of Daumal et al. (2025): "The effect of a large-scale Nature-based Solution on the aquatic biodiversity in a gravel river in The Netherlands"

Main stream, secondary channels, gravel lakes and tributaries in the Border Meuse valley were compared to analyze their contribution to the regional diversity. 

Abstract:
1. Nature-based solutions (NbS) give space back to rivers and have the potential to improve biodiversity in aquatic habitats. More research is needed to understand the effect of river-reach NbS restoration efforts on ecological quality. 
2. Macroinvertebrates were sampled in mainstream, secondary channels, lakes, and tributaries of the Border Meuse valley. Local abiotic conditions, taxa, abundances, unique taxa contribution, and diversity indices were compared between water-body types. 
3. Water-body types were differing in local conditions driving invertebrate communities. The main and secondary channels of the Border Meuse had the smallest, and lakes and tributaries the largest contribution to diversity of the river valley. Many taxa of fast-flowing rivers were still missing in the river.
4. The NbS Grensmaas had no effect on the macroinvertebrate community in the Border Meuse, secondary channels hardly contributed diversity, tributaries were important, but their reconstruction pre-dated the NbS project, and lakes were key in the regional species pool in the Border Meuse valley. The impact of the NbS Grensmaas on ecological quality is questionable. 
5. We provide five lessons for future NbS planning. Before the restoration starts, a system-wide analysis and goal setting should be done, and a clear monitoring strategy should be set. Proper pre-project data is necessary to understand bottlenecks and predict and measure possible failures and successes.
DOI: 10.17632/tvpwwrj6rr.1
title: Parenting in crisis

description: The database contains partial survey data from the ‘Parenting in Times of Crisis’ project.
DOI: 10.17632/kzmmp9294r
title: Circular Layout: Chemical Evolution Reactions

description: Dataset Description: Circular Layout of Chemical Evolution Reactions
Overview
This dataset represents a directed graph that visualizes the relationships between various chemical reactions involved in chemical evolution. The graph is constructed using the NetworkX library and illustrates the connections between reactants and products, with edge weights indicating the frequency or significance of each reaction. The visualization employs a circular layout to enhance clarity and facilitate understanding of the interactions.
Data Structure
The graph consists of nodes and directed edges:
Nodes: Represent the chemical compounds or processes involved in the reactions, such as "Formaldehyde," "Strecker Synthesis," "Amino Acids," and "Fatty Acids."
Edges: Directed edges connect nodes, indicating the flow from reactants to products. Each edge is associated with a weight that quantifies the frequency of the reaction.

Visualization
The graph is visualized using a circular layout, which organizes nodes in a circular pattern for easy interpretation of relationships. The following features enhance the visualization:
Node Color: All nodes are colored light blue for uniformity.
Edge Color: Edges are colored based on their weights, using a plasma colormap to represent frequency visually. Darker colors indicate higher weights, while lighter colors correspond to lower weights.
Arrowheads: Directed arrows indicate the flow of reactions from reactants to products.
Color Bar
A color bar is included to provide context for edge weights:
Label: "Reaction Weight (Frequency)" indicates what the colors represent.
Scale: The color bar ranges from the minimum to maximum weight values, allowing viewers to gauge the significance of each reaction based on edge color.
Title and Styling
The title of the visualization is "Circular Layout: Chemical Evolution Reactions," reflecting its focus on illustrating key reactions in chemical evolution. The axes are turned off to emphasize the relationships without distraction.
Conclusion
This dataset provides a comprehensive visual representation of chemical evolution reactions, highlighting key pathways and their frequencies. By analyzing this graph, researchers can gain insights into which reactions play a more prominent role in chemical evolution processes, facilitating further exploration into the origins of life on Earth.
DOI: 10.17632/kzmmp9294r.1
title: Circular Layout: Chemical Evolution Reactions

description: Dataset Description: Circular Layout of Chemical Evolution Reactions
Overview
This dataset represents a directed graph that visualizes the relationships between various chemical reactions involved in chemical evolution. The graph is constructed using the NetworkX library and illustrates the connections between reactants and products, with edge weights indicating the frequency or significance of each reaction. The visualization employs a circular layout to enhance clarity and facilitate understanding of the interactions.
Data Structure
The graph consists of nodes and directed edges:
Nodes: Represent the chemical compounds or processes involved in the reactions, such as "Formaldehyde," "Strecker Synthesis," "Amino Acids," and "Fatty Acids."
Edges: Directed edges connect nodes, indicating the flow from reactants to products. Each edge is associated with a weight that quantifies the frequency of the reaction.

Visualization
The graph is visualized using a circular layout, which organizes nodes in a circular pattern for easy interpretation of relationships. The following features enhance the visualization:
Node Color: All nodes are colored light blue for uniformity.
Edge Color: Edges are colored based on their weights, using a plasma colormap to represent frequency visually. Darker colors indicate higher weights, while lighter colors correspond to lower weights.
Arrowheads: Directed arrows indicate the flow of reactions from reactants to products.
Color Bar
A color bar is included to provide context for edge weights:
Label: "Reaction Weight (Frequency)" indicates what the colors represent.
Scale: The color bar ranges from the minimum to maximum weight values, allowing viewers to gauge the significance of each reaction based on edge color.
Title and Styling
The title of the visualization is "Circular Layout: Chemical Evolution Reactions," reflecting its focus on illustrating key reactions in chemical evolution. The axes are turned off to emphasize the relationships without distraction.
Conclusion
This dataset provides a comprehensive visual representation of chemical evolution reactions, highlighting key pathways and their frequencies. By analyzing this graph, researchers can gain insights into which reactions play a more prominent role in chemical evolution processes, facilitating further exploration into the origins of life on Earth.
DOI: 10.17632/6j8db5fmv9.1
title: Romanian BET index vs. USA, WE, CEE

description: The dataset contains index values for BET, and major indices from the USA (NASDAQ, S\&P500, DIJA), Western Europe (FTSE100, CAC40, DAX) and Central and Eastern Europe (ATX,BUX, WIG20).
DOI: 10.17632/njr9mxvx6t.1
title: Data for: Significant magnesium isotope fractionation during crustal anatexis: Implications for heterogeneous magnesium isotopic composition of continental crust

description: Raw data
DOI: 10.17632/vn7x499mkj.1
title: Comparing the antioxidant effects of single and binary combinations of Lactiplantibacillus plantarum in vitro and in vivo and their application in yogurt

description: Supplementary material
DOI: 10.17632/894vmng8cj.1
title: Temperature

description: This data includes real temperature recorded during one day with the time resolution of one minute.
DOI: 10.17632/h2c7py8t9x.1
title: A 96-week real-world outcome of upadacitinib treatment for atopic dermatitis: systemic therapy-naive versus -experienced patients

description: Supplementary Figure 1. The transition of eczema area and severity index (EASI) at four anatomical sites in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. EASI scores on head and neck, trunk, upper limbs, or lower limbs are shown. Data are mean ± standard deviation for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatment. **p &lt; 0.01 versus week 0 in systemic therapy-naive patients; †p &lt; 0.05, ††p &lt; 0.01 versus week 0 in systemic therapy-experienced patients, by repeated measures analysis of variance with Bonferroni’ s post hoc test.

Supplementary Figure 2. The transition of atopic dermatitis control tool (ADCT) in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. Data are mean ± standard deviation for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatmen. **p &lt; 0.01 versus week 0 in systemic therapy-naive patients; †p &lt; 0.05, ††p &lt; 0.01 versus week 0 in systemic therapy-experienced patients, by repeated measures analysis of variance with Bonferroni’ s post hoc test.

Supplementary Figure 3. Achievement rates of eczema area and severity index (EASI) 75, EASI 90, and EASI 100 in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. Achievement rates of EASI 75, EASI 90, or EASI 100 are shown for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatment.

Supplementary Figure 4. Achievement rates of peak pruritus-numerical rating scale (PP-NRS) 4, and atopic dermatitis control tool (ADCT) 7 in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. Achievement rates of PP-NRS 4 and ADCT 7 are shown for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatment.

Supplementary Figure 5. The transition of laboratory indexes in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. Values of immunoglobulin E (IgE), thymus and activation-regulated chemokine (TARC), lactate dehydrogenase (LDH), or total eosinophil count (TEC) are shown as medians for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatment.
DOI: 10.17632/63xc5zxwkr.1
title: Discrepancies in Patch Testing Timing and Outcomes: A Retrospective Analysis of the Pediatric Allergic Contact Dermatitis Registry

description: Supplemental Materials