cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19565719.v1
title: accuracy assessment

description: 1-S and 2-S case
DOI: 10.6084/m9.figshare.19562743
title: Tidal pumping controls dissolved organic matter properties and outwelling from mangrove groundwater to coastal water

description: Tidal pumping drives surface water-groundwater interactions in highly productive coastal wetlands. Groundwater flows can release sequestered soil carbon and modify dissolved organic matter (DOM) properties in mangroves. Here, we revealed the drivers of significant variations in DOM sources, spectroscopic characteristics, and composition in mangrove groundwater through a series of complementary techniques. The results showed that tidal pumping rather than geochemical factors played a more key role in controlling the DOM properties both in horizontal (i.e., the intertidal zone from the mangrove interior to the sea) and vertical (two sediment depths of 0.5 m and 2.0 m) directions. The contributions of terrestrial DOM gradually reduced toward the ocean, but the microbial contributions particularly for the recently produced autochthonous DOM increased. Considering the large carbon storage in mangroves, the role of tidal pumping on the variability in DOM properties should be further explored to better constrain the mangrove carbon sequestration globally.
DOI: 10.6084/m9.figshare.19562743.v2
title: Tidal pumping controls dissolved organic matter properties and outwelling from mangrove groundwater to coastal water

description: Tidal pumping drives surface water-groundwater interactions in highly productive coastal wetlands. Groundwater flows can release sequestered soil carbon and modify dissolved organic matter (DOM) properties in mangroves. Here, we revealed the drivers of significant variations in DOM sources, spectroscopic characteristics, and composition in mangrove groundwater through a series of complementary techniques. The results showed that tidal pumping rather than geochemical factors played a more key role in controlling the DOM properties both in horizontal (i.e., the intertidal zone from the mangrove interior to the sea) and vertical (two sediment depths of 0.5 m and 2.0 m) directions. The contributions of terrestrial DOM gradually reduced toward the ocean, but the microbial contributions particularly for the recently produced autochthonous DOM increased. Considering the large carbon storage in mangroves, the role of tidal pumping on the variability in DOM properties should be further explored to better constrain the mangrove carbon sequestration globally.
DOI: 10.6084/m9.figshare.19562743.v1
title: Tidal pumping controls dissolved organic matter properties and outwelling from mangrove groundwater to coastal water

description: Tidal pumping drives surface water-groundwater interactions in highly productive coastal wetlands. Groundwater flows can release sequestered soil carbon and modify dissolved organic matter (DOM) properties in mangroves. Here, we revealed the drivers of significant variations in DOM sources, spectroscopic characteristics, and composition in mangrove groundwater through a series of complementary techniques. The results showed that tidal pumping rather than geochemical factors played a more key role in controlling the DOM properties both in horizontal (i.e., the intertidal zone from the mangrove interior to the sea) and vertical (two sediment depths of 0.5 m and 2.0 m) directions. The contributions of terrestrial DOM gradually reduced toward the ocean, but the microbial contributions particularly for the recently produced autochthonous DOM increased. Considering the large carbon storage in mangroves, the role of tidal pumping on the variability in DOM properties should be further explored to better constrain the mangrove carbon sequestration globally.
DOI: 10.5281/zenodo.6433000
title: Click Me…! The Influence of Clickbait on User Engagement in Social Media and the Role of Digital Nudging

description: Clickbait to make people click on a linked article is commonly used on social media. We analyze the impact of clickbait on user interaction on Facebook in the form of liking, sharing and commenting. For this, we use a data set of more than 4,400 Facebook posts from 10 different news sources to analyze how clickbait in post headlines and in post text influences user engagement. The results of our study revealed that certain features (e.g., unusual punctuation and common clickbait phrases) increase user interaction, whereas others decrease engagement with Facebook posts. We further use our results to discuss the potential role of digital nudging in the context of clickbait. Our results contribute to understanding and making use of the effect of different framings in social media. The data includes the cleaned basis for our analysis and furthermore all classifications and mappings we worked out in the process of our study.
DOI: 10.5281/zenodo.6432999
title: Click Me…! The Influence of Clickbait on User Engagement in Social Media and the Role of Digital Nudging

description: Clickbait to make people click on a linked article is commonly used on social media. We analyze the impact of clickbait on user interaction on Facebook in the form of liking, sharing and commenting. For this, we use a data set of more than 4,400 Facebook posts from 10 different news sources to analyze how clickbait in post headlines and in post text influences user engagement. The results of our study revealed that certain features (e.g., unusual punctuation and common clickbait phrases) increase user interaction, whereas others decrease engagement with Facebook posts. We further use our results to discuss the potential role of digital nudging in the context of clickbait. Our results contribute to understanding and making use of the effect of different framings in social media. The data includes the cleaned basis for our analysis and furthermore all classifications and mappings we worked out in the process of our study.
DOI: 10.5281/zenodo.6434477
title: A landscape of open science policies research: List of references and their characteristics (data)

description: Articles retrieved for the literature review about open science policies. Open science policies are a much-discussed issue. This literature review aims to examine the approach given to open science policy in these studies. The approach given to open science in the selected works has different aspects: policy framing and its geopolitical aspects are described as an asymmetries replication and epistemic governance tool. The main geopolitical aspects of open science policies described in the literature are the relations between international, regional and national policies. There are also different components of open science covered in the literature: open data seems much discussed in the English speaking works while open access is the main component discussed in the Portuguese and Spanish speaking papers. Finally, the relation between open science policies and the general science policy is framed by highlighting the innovation and transparency that open science can bring to it.
DOI: 10.5281/zenodo.6434476
title: A landscape of open science policies research: List of references and their characteristics (data)

description: Articles retrieved for the literature review about open science policies. Open science policies are a much-discussed issue. This literature review aims to examine the approach given to open science policy in these studies. The approach given to open science in the selected works has different aspects: policy framing and its geopolitical aspects are described as an asymmetries replication and epistemic governance tool. The main geopolitical aspects of open science policies described in the literature are the relations between international, regional and national policies. There are also different components of open science covered in the literature: open data seems much discussed in the English speaking works while open access is the main component discussed in the Portuguese and Spanish speaking papers. Finally, the relation between open science policies and the general science policy is framed by highlighting the innovation and transparency that open science can bring to it.
DOI: 10.34740/kaggle/dsv/3437548
title: COVID Vaccination in World (updated daily)
DOI: 10.6084/m9.figshare.14339168
title: Data from: Phylogenetic signal and evolutionary relationships among traits of inland fishes along elevational and longitudinal gradients

description: Data from: Phylogenetic signal and the evolutionary relationship of life history traits with elevational distribution of freshwater fish <br> <strong>Cano-Barbacil, C.; Radinger, J.; Grenouillet, G. & García-Berthou, E.</strong> 2022. Phylogenetic signal and evolutionary relationships among traits of inland fishes along elevational and longitudinal gradients. <em>Freshwater Biology</em>, 67(5): 912–925. https://doi.org/10.1111/fwb.13890
DOI: 10.6084/m9.figshare.14339168.v2
title: Data from: Phylogenetic signal and evolutionary relationships among traits of inland fishes along elevational and longitudinal gradients

description: Data from: Phylogenetic signal and the evolutionary relationship of life history traits with elevational distribution of freshwater fish <br> <strong>Cano-Barbacil, C.; Radinger, J.; Grenouillet, G. & García-Berthou, E.</strong> 2022. Phylogenetic signal and evolutionary relationships among traits of inland fishes along elevational and longitudinal gradients. <em>Freshwater Biology</em>, 67(5): 912–925. https://doi.org/10.1111/fwb.13890
DOI: 10.6084/m9.figshare.14339168.v1
title: Data from: Phylogenetic signal and evolutionary relationships among traits of inland fishes along elevational and longitudinal gradients

description: Data from: Phylogenetic signal and the evolutionary relationship of life history traits with elevational distribution of freshwater fish
DOI: 10.5281/zenodo.6333546
title: Functional expression of diverse post-translational peptide-modifying enzymes in Escherichia coli under uniform expression and purification conditions

description: Raw LC-MS data associated with publication Functional expression of diverse post-translational peptide-modifying enzymes in Escherichia coli under uniform expression and purification conditions
DOI: 10.5281/zenodo.6333545
title: Functional expression of diverse post-translational peptide-modifying enzymes in Escherichia coli under uniform expression and purification conditions

description: Raw LC-MS data associated with publication Functional expression of diverse post-translational peptide-modifying enzymes in Escherichia coli under uniform expression and purification conditions
DOI: 10.6084/m9.figshare.14382058.v1
title: Examining Public Transportation in Healthy Food Access Research

description: This paper is among a handful of studies on food access that focus on the public transportation system. Starting from a stratified sample of households, we use GIS and specifically, network analysis, to measure household access to healthy food outlets via public transportation. We find that the complexities of public transit systems necessitates place-based, household-level analysis of healthy food access. Our study provides an example of this and lessons for incorporating public transportation into healthy food access research.
DOI: 10.6084/m9.figshare.14382058
title: Examining Public Transportation in Healthy Food Access Research

description: This paper is among a handful of studies on food access that focus on the public transportation system. Starting from a stratified sample of households, we use GIS and specifically, network analysis, to measure household access to healthy food outlets via public transportation. We find that the complexities of public transit systems necessitates place-based, household-level analysis of healthy food access. Our study provides an example of this and lessons for incorporating public transportation into healthy food access research.
DOI: 10.34740/kaggle/dsv/3437952
title: Russian Invasion of Ukraine
DOI: 10.6084/m9.figshare.16583396.v2
title: Supplemental data network_file.cys

description: Supplemental data file for: "Microbial Community Dynamics of Sequentially Fed Anaerobic Digester Treating Solid Organic Waste" <br>A network of the top 100 ASVs detected among the samples was constructed using the CoNet application in Cytoscape and the co-occurrence network model was displayed by Cytoscape 3.7 using the radial layout. Four methods were used to assess the relationship between ASVs and metadata: Bray Curtis distances, Mutual information and Pearson and Spearman correlations, and three methods were required in order to draw a link between objects (i.e ASVs and metadata). ​<br>The Cytoscape file is provided here.
DOI: 10.6084/m9.figshare.16583396.v1
title: Supplemental_data_network_file.cys

description: Co-occurrence networks made using CoNet and displayed in Cytoscape. The Cytoscape file is provided here.
DOI: 10.5281/zenodo.6435086
title: Physical Vs Digital Video Games prices in 2022

description: Dataset from several websites with info about the offer in the videogame sector.
DOI: 10.5281/zenodo.6435085
title: Physical Vs Digital Video Games prices in 2022

description: Dataset from several websites with info about the offer in the videogame sector.
DOI: 10.34740/kaggle/dsv/3438012
title: Mahanagar Yatayat Dataset
DOI: 10.6084/m9.figshare.19565761
title: Melatonin enhances stem strength by increasing the lignin content and secondary cell wall thickness in herbaceous peony

description: FPKM values of all genes in herbaceous peony stems under exogenous melatonin application
DOI: 10.6084/m9.figshare.19565797
title: Additional file 3 of Towns and trails drive carnivore movement behaviour, resource selection, and connectivity

description: Additional file 3. Wolf summer data and R scripts.
DOI: 10.6084/m9.figshare.19565797.v1
title: Additional file 3 of Towns and trails drive carnivore movement behaviour, resource selection, and connectivity

description: Additional file 3. Wolf summer data and R scripts.
DOI: 10.6084/m9.figshare.19565805.v1
title: Additional file 1 of KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer

description: Additional file 1: Supplementary Table 1. overvies of the biomarkers previously published based on this cohort and included in the CART analysis.
DOI: 10.6084/m9.figshare.19565805
title: Additional file 1 of KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer

description: Additional file 1: Supplementary Table 1. overvies of the biomarkers previously published based on this cohort and included in the CART analysis.
DOI: 10.6084/m9.figshare.19565829
title: Additional file 1 of Transcriptome, metabolome and suppressor analysis reveal an essential role for the ubiquitin-proteasome system in seedling chloroplast development

description: Additional file 1.
DOI: 10.6084/m9.figshare.19565829.v1
title: Additional file 1 of Transcriptome, metabolome and suppressor analysis reveal an essential role for the ubiquitin-proteasome system in seedling chloroplast development

description: Additional file 1.
DOI: 10.21227/53r0-xy48
title: Privacy Policies of the Six Smart Speakers

description: Privacy Policies from Six Smart Speaker Manufacturers
DOI: 10.5281/zenodo.6427510
title: Viviendas de venta en el distrito de Retiro (Madrid) en el portal inmobiliario fotocasa

description: Relación de viviendas y características de las mismas obtenidas mediante web scraping del portal inmobiliario <strong>fotocasa</strong>. Este trabajo se ha llevado a cabo en el marco de una práctica de la asigantura <strong>Tipología y ciclo de vida de los datos</strong> del mater universitario de <strong>Ciencia de Datos</strong> de la <strong>UOC</strong>. Se ha tratado de anonimizar el dataset quitando información referente al vededor, números de teléfono, correos electrónicos, nombres, etc y otra información que puede hacer fácilmente identificable la vivienda).
DOI: 10.5281/zenodo.6427509
title: Viviendas de venta en el distrito de Retiro (Madrid) en el portal inmobiliario fotocasa

description: Relación de viviendas y características de las mismas obtenidas mediante web scraping del portal inmobiliario <strong>fotocasa</strong>. Este trabajo se ha llevado a cabo en el marco de una práctica de la asigantura <strong>Tipología y ciclo de vida de los datos</strong> del mater universitario de <strong>Ciencia de Datos</strong> de la <strong>UOC</strong>. Se ha tratado de anonimizar el dataset quitando información referente al vededor, números de teléfono, correos electrónicos, nombres, etc y otra información que puede hacer fácilmente identificable la vivienda).
DOI: 10.25606/surf.ced5f25e8fe254eb
title: The LOFAR Two-metre Sky Survey (LoTSS) V. Second data release (P330+26)

description: In this data release from the ongoing LOw-Frequency ARray (LOFAR) Two-metre Sky Survey (LoTSS) we present 120-168 MHz images covering 27% of the northern sky. Our coverage is split into two regions centred at approximately 12h45m +44◦30′ and 1h00m +28◦ 00′ and spanning 4178 and 1457 square degrees respectively. The images were derived from 3,451 hrs (7.6 PB) of LOFAR High Band Antenna data which were corrected for the direction-independent instrumental properties as well as direction-dependent ionospheric distortions during extensive, but fully automated, data processing. A catalogue of 4,396,228 radio sources is derived from our total intensity (Stokes I) maps, where the majority of these have never been detected at radio wavelengths before. At 6′′ resolution, our full bandwidth Stokes I continuum maps with a central frequency of 144 MHz have: a median rms sensitivity of 83 μ Jy/beam; a flux density scale accuracy of approximately 10%; an astrometric accuracy of 0.2′′; and we estimate the point-source completeness to be 90% at a peak brightness of 0.8 mJy/beam. By creating three 16 MHz bandwidth images across the band we are able to measure the in-band spectral index of many sources, albeit with an error on the derived spectral index of &gt; ±0.2 which is a consequence of our flux-density scale accuracy and small fractional bandwidth. Our circular polarisation (Stokes V) 20′′ resolution 120-168 MHz continuum images have a median rms sensitivity of 95 μ Jy/beam, and we estimate a Stokes I to Stokes V leakage of 0.056%. Our linear polarisation (Stokes Q and Stokes U) image cubes consist of 480 97.6 kHz wide planes and have a median rms sensitivity per plane of 10.8mJy/beam at 4′ and 2.2mJy/beam at 20′′; we estimate the Stokes I to Stokes Q/U leakage to be approximately 0.2%. Here we characterise and publicly release our Stokes I, Q, U and V images in addition to the calibrated uv-data to facilitate the thorough scientific exploitation of this unique dataset. This is field P330+26.
DOI: 10.25606/surf.996bf41e39ab29bb
title: The LOFAR Two-metre Sky Survey (LoTSS) V. Second data release (P161+37)

description: In this data release from the ongoing LOw-Frequency ARray (LOFAR) Two-metre Sky Survey (LoTSS) we present 120-168 MHz images covering 27% of the northern sky. Our coverage is split into two regions centred at approximately 12h45m +44◦30′ and 1h00m +28◦ 00′ and spanning 4178 and 1457 square degrees respectively. The images were derived from 3,451 hrs (7.6 PB) of LOFAR High Band Antenna data which were corrected for the direction-independent instrumental properties as well as direction-dependent ionospheric distortions during extensive, but fully automated, data processing. A catalogue of 4,396,228 radio sources is derived from our total intensity (Stokes I) maps, where the majority of these have never been detected at radio wavelengths before. At 6′′ resolution, our full bandwidth Stokes I continuum maps with a central frequency of 144 MHz have: a median rms sensitivity of 83 μ Jy/beam; a flux density scale accuracy of approximately 10%; an astrometric accuracy of 0.2′′; and we estimate the point-source completeness to be 90% at a peak brightness of 0.8 mJy/beam. By creating three 16 MHz bandwidth images across the band we are able to measure the in-band spectral index of many sources, albeit with an error on the derived spectral index of &gt; ±0.2 which is a consequence of our flux-density scale accuracy and small fractional bandwidth. Our circular polarisation (Stokes V) 20′′ resolution 120-168 MHz continuum images have a median rms sensitivity of 95 μ Jy/beam, and we estimate a Stokes I to Stokes V leakage of 0.056%. Our linear polarisation (Stokes Q and Stokes U) image cubes consist of 480 97.6 kHz wide planes and have a median rms sensitivity per plane of 10.8mJy/beam at 4′ and 2.2mJy/beam at 20′′; we estimate the Stokes I to Stokes Q/U leakage to be approximately 0.2%. Here we characterise and publicly release our Stokes I, Q, U and V images in addition to the calibrated uv-data to facilitate the thorough scientific exploitation of this unique dataset. This is field P161+37.
DOI: 10.6084/m9.figshare.19565890.v1
title: Vogelstein enrichment results

description: GO enrichment results for Vogelstein genes
DOI: 10.6084/m9.figshare.19565890
title: Vogelstein enrichment results

description: GO enrichment results for Vogelstein genes
DOI: 10.6084/m9.figshare.19565887
title: Non-Vogelstein enrichment results

description: GO enrichment results for non-Vogelstein cancer gene set
DOI: 10.6084/m9.figshare.19565887.v1
title: Non-Vogelstein enrichment results

description: GO enrichment results for non-Vogelstein cancer gene set
DOI: 10.5281/zenodo.6436017
title: Housing Barcelona

description: Esta práctica se ha realizado bajo el contexto de la asignatura Tipología y ciclo de vida de los datos, perteneciente al Máster en Ciencia de Datos de la Universitat Oberta de Catalunya. En ella, se aplican técnicas de web scraping mediante el lenguaje de programación Python para extraer datos de la web de idealista y generar un dataset.
DOI: 10.5281/zenodo.6436016
title: Housing Barcelona

description: Esta práctica se ha realizado bajo el contexto de la asignatura Tipología y ciclo de vida de los datos, perteneciente al Máster en Ciencia de Datos de la Universitat Oberta de Catalunya. En ella, se aplican técnicas de web scraping mediante el lenguaje de programación Python para extraer datos de la web de idealista y generar un dataset.
DOI: 10.6084/m9.figshare.19565902
title: Zipped Raw data

description: Raw data used for fig reproduction.
DOI: 10.5281/zenodo.6433989
title: Clean Apks - Androzoo

description: clean Android applications from Androzoo
DOI: 10.6084/m9.figshare.19565908
title: Zipped Processed data

description: Intermediate/source data for figure reproduction, can also be generated using analysis pipeline.
DOI: 10.34740/kaggle/dsv/3438569
title: Vietnam SARS-CoV-2 | COVID-19 Data
DOI: 10.34740/kaggle/dsv/2772290
title: Railway Track Fault Detection | Dataset2(Fastener)