cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/srxr77jhd5.2
title: Dataset of impedance spectroscopy of (295nm) silica and (300nm) polystyrene colloidal suspensions

description: Impedance spectroscopy measurements of (295nm) silica and (300nm) polystyrene colloidal suspensions using two-electrode measurement setups are showed. One excel document contents the data adquired with a Hioki IM3590 impedance analyzer using two parallel aluminum wire electrodes set-up. The other one excel document contents the data adquired with a Hioki IM3590 and a Agilent 4294A impedance analyzers using two parallel square stainless steel electrodes set-up. The analysis or modeling of the data is not presented.
DOI: 10.17632/7rzcs2czxb.1
title: The conditions for women's autonomy: Statistical data for Valle del Cauca (English Version)

description: The data collected provide information, from a gender perspective, on the characteristics of autonomy of women of Valle del Cauca, Colombia in their personal, family, economic, and financial lives, as well as their leadership roles and public participation.
DOI: 10.17632/7rzcs2czxb.2
title: The conditions for women's autonomy: Statistical data for Valle del Cauca (English Version)

description: The data collected provide information, from a gender perspective, on the characteristics of autonomy of women of Valle del Cauca, Colombia in their personal, family, economic, and financial lives, as well as their leadership roles and public participation.
DOI: 10.7910/dvn/kyqib5/1fleja
title: study1.tab

description: study1data
DOI: 10.7910/dvn/kyqib5/1pjvym
title: study2.tab

description: study2data
DOI: 10.7910/dvn/kyqib5/eg7qhz
title: F2C.tab

description: :unav
DOI: 10.7910/dvn/kyqib5/eivfpp
title: F2D.tab

description: :unav
DOI: 10.7910/dvn/kyqib5/nucqix
title: analysis.do

description: analysis
DOI: 10.7910/dvn/kyqib5/rdbwci
title: F2F.tab

description: :unav
DOI: 10.7910/dvn/kyqib5/sawjzg
title: F2A.tab

description: :unav
DOI: 10.17632/j79dmfdgwc.1
title: Negativity in Parties' Press Releases in the 2015 Canadian Federal Election

description: To collect the raw data, I used parties’ press releases during the 2015 campaign, starting from August 1st to October 19th. I count every single attack in each press release and add them up, to calculate the number of negative statements against other candidates or parties in a press release. However, if in one statement, there is more than one attack toward other leaders or parties, each statement counts only as one negative attack. Also, to capture the difference between attacks against the leaders and the parties, if there is direct mention of a party leader’s first or last name in a statement, it is considered as a negative attack against a leader. For example, if in a single press release, there are two criticisms against Justin Trudeau, but in one sentence he is called “Justin” alone, and in a different sentence he is called “Trudeau,” the number of attacks in this press release is counted as two. Also, since the unit of analysis for this study is days of the campaign, in case of having more than one press release in each day, the number of attacks in each press release is added to others to obtain the overall number of attacks per day. Thus, if there are two attacks in one release and three in another on the same day, I count five attacks on that day. Also, to make better sense of data, I calculated the proportion of attacks against each party or leader per day by dividing the number of attacks per day against each case by the total number of attacks that a party published per day. Since two primary factors in our analysis, which act as independent variables, are voting intention for parties and party leaders’ popularity, I use publicly available polls to create my dataset. In order to track the federal voting intentions, I use CBC Poll Tracker (CPT) which aggregates all public polling data during the election, including Nanos Research, EKOS Research, Léger, Ipsos, Angus Reid Institute, Abacus Data, and Forum Research. Although this is the most comprehensive dataset for the polls during the 2015 Election, it does not include polling results of every single day of the campaign. To fill this gap, I use the average of +/-1 day which reflects the closest estimate possible, considering little possible fluctuation in a day, particularly at the beginning of the campaign. For capturing the second crucial factor, party leaders’ popularity, I use Nanos Research data, since it is the most consistent and available data about the leaders’ popularity during the campaign. However, unfortunately, these data are only available on a weekly basis. In order to align my dataset with this weekly leaders’ popularity rate, I aggregated all the attacks per week and used the total number and their related proportion in a week. Contextual analysis of parties’ press releases means that the determination of negativity in every single sentence has been done subjectively, and thus, is open to a certain degree of interpretation, particularly in a complex context.
DOI: 10.17632/k35ry274gv.1
title: Global 0.5 degree phenoregions from satellite NDVI, solar-induced fluorescence, and vegetation optical depth

description: Level I (L1) and Level II (L2) global 0.5 degree phenoregions in geotiff format. Hierarchical sets of regions with similar phenological characteristics ("phenoregions") based on self-organizing map (SOM) clusters fit using 2007-2015 mean monthly NDVI from AVHRR, solar-induced fluorescence from GOME-2, and vegetation optical depth from AMSR-E and AMSR-2. Twelve Level I phenoregions were defined using a SOM in a 3x4 rectangular node arrangement, which roughly self-organized the clusters along two dimensions based on pixel peak productivity and seasonality. Each Level I phenoregion was then further subset into six Level II phenoregions (resulting in 72 total Level II phenoregions) using a second SOM in a 2x3 rectangular node arrangement, which captured further detail on productivity, seasonality, bimodality, and phase of the phenological cycle within each Level I ecoregion.
DOI: 10.7910/dvn/kyqib5/59n0sg
title: Study 1 Codebook.pdf

description: :unav
DOI: 10.7910/dvn/kyqib5/ejhxjt
title: Study 2 Codebook.pdf

description: :unav
DOI: 10.7910/dvn/kyqib5/o6wrlo
title: F2E.tab

description: :unav
DOI: 10.7910/dvn/kyqib5/xzpxzz
title: F2B.tab

description: :unav
DOI: 10.17632/2n7y3bg4vt.1
title: Data for: Using Data Envelopment to Estimate Hospital Efficiencies – a Teaching Case

description: Data and Solutions to "Using Data Envelopment to Estimate Hospital Efficiencies – A Teaching Case".
DOI: 10.17632/5t3rjpb4kr.1
title: L2 WTC and L2MSS Dataset

description: This data was prepared to understand the tertiary level students’ L2 willingness to communicate (L2WTC) levels inside and outside the classroom. It also included some important variables which were L2 motivational self-system (ideal L2 self, ought-to L2 self, language learning experience), vision, imagery capacity, and intended effort etc. By exploring what affects L2WTC inside and outside the classroom, the data can reveal important aspects of communication preferences of L2 learners in an EFL context.
DOI: 10.17632/kxghzjjnc4.1
title: A man-machine model

description: This database supports the paper titled as "A man-machine model: pattern recognition and forecasts for complex structures supervised by multi-model ensembles"
DOI: 10.17632/pt9mg6twsy.3
title: IgA Pemphigus: A Systematic Review

description: This dataset consists of details of the literature review that was conducted using Ovid-Medline (1946-present), Embase (1947-present) and Web of Science (1900-present) to identify eligible articles regarding IgA pemphigus. Publications up to July 1, 2019 were searched independently. Reference lists of included articles were further screened for additional eligible publications.
DOI: 10.17632/z2r9gkndsy.1
title: Dataset for additional information on the evaluation of thermal properties of thin films by IR radiometry using a comprehensive set of Zr-O-N thin films

description: This data provides raw data for a publication in Data in Brief, entitled 'Dataset for additional information on the evaluation of thermal properties of thin films by IR radiometry using a comprehensive set of Zr-O-N thin films.'
DOI: 10.7910/dvn/kyqib5/bj3qff
title: readme.pdf

description: :unav
DOI: 10.17632/7khcpp6ykr.1
title: Self- Determination questionnaire (Mathematics Secondary Student)

description: Self- Determination questionnaire (Mathematics Secondary Student)
DOI: 10.17632/k8h5nw39pn.2
title: Development on Chinese Version of Family Ritual Questionnaire

description: Family ritual questionnire (Chinese version) Data
DOI: 10.17632/38v6k5nctr.1
title: Structural model of elementary particles

description: This document is a submission to the Japan Patent Office with regards to a new methodology.† The topic of discussion relates to a magnetic monopole confinement mechanism; however, as the electromagnetic structure of the electron was unknown, this idea was filed as a toy design in 1992. The ring described in the paper has a width and height in the direction perpendicular to the plane instead of a mathematical circle. Specifically, it resembles a rubber band. As such, it is possible to add a function to expand and contract the radial direction of the circle to the structure of the device. Here, we discuss this "multiple rings that can cover each other" as a model of electrons and quarks. † Utility model application publication number is 実開平7－489.
DOI: 10.17632/cymynmkxmj.3
title: Supplemntary data of single pixel imaging experiment

description: Supplementary data of the application of single pixel imaging using different Hadamard matrix orders.
DOI: 10.17632/dcz7s4f4nf.2
title: Tensile and Flexural Performance of Concrete Members Reinforced with Polypropylene Fibers and GFRP Bars

description: Curves obtained by pullout, tension stiffening and bending tests. Images used in digital image correlation (DIC) analysis for bending and tension stiffening tests
DOI: 10.17632/kw33w4dby6.2
title: Fear of poetry among pre-service teachers in Nigeria

description: This study investigated the attitude of preservice teachers in a Nigerian university towards poetry. A research question was posed in this regard. Consequently, a questionnaire was developed for preservice teachers to indicate on a scale of 1-5 (lowest to highest) their level of confidence in teaching poetry. A rating of 1 - 2 was considered low, 3 was considered moderate, while 4 - 5 was considered high. The result revealed that 4 participants (5.97%) expressed high confidence to teach poetry, 4 participants (5.97%) expressed moderate confidence to teach poetry. The majority, that is, 59 participants (88.06%), however, had low confidence to teach poetry. The qualitative data shows a transcript of the interviews of volunteers from the sample that responded to the questionnaire. Pseudonyms are used. The result revealed that participants’ developed the phobia for poetry (metrophobia) from their experiences of learning poetry at the secondary school level and beyond.
DOI: 10.17632/m66b3wmbyy.4
title: Camera Sled

description: The Camera Sled is an underwater ROV towed behind a boat. The Camera Sled is self-adjusting the height it keeps above the seafloor in order to monitor algae through images
DOI: 10.17632/4sxh7dcss4.1
title: Data for: Lower efficacy of the first line treatment of major depressive disorder: Is the periodontitis one of the important links which we overlooked? A Short Communication

description: TITLE OF THE STUDY: Lower efficacy of the first line treatment of major depressive disorder: Is the periodontitis one of the important links which we overlooked? A Short Communication Background: The efficacy of antidepressants is not satisfactory in up to one-third of patients. The objective of the study was to assess the association of periodontal status with the outcome of three-month-treatment with selective serotonin reuptake inhibitors (SSRI) of a major depressive disorder (MDD). Methods: We performed the prospective cohort study during 2018 at Psychiatric Hospital “Sveti Ivan,” Croatia, on a consecutive sample of 43 patients diagnosed with MDD and treated with SSRI for three months. The outcome was the Hamilton Depression Rating Scale-17 (HAM-D17) total score. The periodontal status was indicated by the clinical attachment loss (CAL) which is the most frequent measure of periodontal tissue health. Results: Baseline periodontal status had a nonlinear significant and clinically relevant association with the MDD treatment outcome. In patients with good baseline periodontal status, the HAM-D17 score was significantly improved after the three months of treatment with SSRI. When the value of CAL was ≥4.44 mm indicating the worse periodontal status, further increase in baseline CAL was associated with the worsening of MDD treatment outcomes independently of the depression severity and eight sociodemographic and clinical predictors of MDD treatment outcomes. Limitations: Lower sample size forced us to use the HAM-D total score although the scale is not unidimensional and understanding of MDD as the unique syndrome is questionable. Conclusions: It seems that the outcome of MDD treatment with SSRI is associated with the patients’ periodontal status. Periodontal healthcare is accessible, and we have to utilize it in the integrative, multidisciplinary approach. Key Words: major depressive disorder; treatment efficacy; medical comorbidity; selective serotonin reuptake inhibitors; oral health; clinical attachment loss
DOI: 10.17632/4sxh7dcss4.2
title: Data for: Lower efficacy of the first line treatment of major depressive disorder: Is the periodontitis one of the important links which we overlooked? A Short Communication

description: TITLE OF THE STUDY: Lower efficacy of the first line treatment of major depressive disorder: Is the periodontitis one of the important links which we overlooked? A Short Communication Background: The efficacy of antidepressants is not satisfactory in up to one-third of patients. The objective of the study was to assess the association of periodontal status with the outcome of three-month-treatment with selective serotonin reuptake inhibitors (SSRI) of a major depressive disorder (MDD). Methods: We performed the prospective cohort study during 2018 at Psychiatric Hospital “Sveti Ivan,” Croatia, on a consecutive sample of 43 patients diagnosed with MDD and treated with SSRI for three months. The outcome was the Hamilton Depression Rating Scale-17 (HAM-D17) total score. The periodontal status was indicated by the clinical attachment loss (CAL) which is the most frequent measure of periodontal tissue health. Results: Baseline periodontal status had a nonlinear significant and clinically relevant association with the MDD treatment outcome. In patients with good baseline periodontal status, the HAM-D17 score was significantly improved after the three months of treatment with SSRI. When the value of CAL was ≥4.44 mm indicating the worse periodontal status, further increase in baseline CAL was associated with the worsening of MDD treatment outcomes independently of the depression severity and eight sociodemographic and clinical predictors of MDD treatment outcomes. Limitations: Lower sample size forced us to use the HAM-D total score although the scale is not unidimensional and understanding of MDD as the unique syndrome is questionable. Conclusions: It seems that the outcome of MDD treatment with SSRI is associated with the patients’ periodontal status. Periodontal healthcare is accessible, and we have to utilize it in the integrative, multidisciplinary approach. Key Words: major depressive disorder; treatment efficacy; medical comorbidity; selective serotonin reuptake inhibitors; oral health; clinical attachment loss
DOI: 10.17632/fytpjj5ny5.2
title: Monitoring the prolonged TNF stimulation in space and time with topological-functional networks

description: In this work we monitor the prolonged TNF stimulation of mouse synovial fibroblasts in space and time through a combination of functional and topological analyses. We introduce a novel concept in the form of bipartite functional/positional networks that capture the interaction between genome organization and the functional footprint of a given regulatory program. By implementing this approach in a time-dependent gene expression experiment we are able to dissect the complex cellular response to a cytokine trigger. We treated synovial fibroblasts in culture for 1, 3, 6, 24 hours to a final point of 7 days with TNF. Control cultures that were grown for the same period without TNF were used as controls. RNA was extracted and RNASeq was performed on a Solexa NextSeq Platform in triplicates. Mapping was performed with BowTie and differential expression was calculated with Cufflinks/CuffDiff (Langmead and Salzberg, 2012; Trapnell et al., 2012;). The differential expression files were used for analysis with abs(log 2 (FC)) &lt;= 1 AND p-value &lt;= 0.05 as a cutoff threshold to select significantly differentially expressed genes. The files used as input for all the analyses described bellow were files of diff format, containing the fields of: gene_name, chromosome, start coordinates, end coordinates, log 2 (FC), p-value. A total of &gt;1500 were found to be differentially expressed in at least one timepoint. They were clustered in 8 groups depending on their relative gene expression in time. Functional analysis was performed with gProfiler for each of the 8 clusters. We analyzed gene expression in linear genomic space through an implementation of the "breakpoints" R function, which uses a Chow test to define significant differences between adjacent linear models in time series data. We used differential gene expression as the time series data and defined sets of ~300 domains of consistent gene expression in each time point, which we termed Domains of Focal Deregulation. We then selected a subset of DFDs from each timepoint on the basis of high/low mean scores of differential expression as the most prominent in terms of gene deregulation and created bipartite positional/functional bipartite networks through a functional enrichment analysis of the genes contained in each DFD. Comparison of the bipartite networks monitors the progression of TNF stimulation, which appears to take place through two distinct transition points. A first, at 3h with a large expansion of inflammatory and immune-related functions and second, at 24h which is marked by immune-related functions being shut down and replaced by pathways associated with development and cell adhesion.
DOI: 10.17632/4j8bj5vv52.1
title: Raman spectra of infant formula products from online and offline channels

description: Item List: 1) Raman spectra.csv – The data set in CSV (comma separated value) format. The first column is 'label'. The rest 1738 columns are the Raman wavenumbers. Each row is a sample. 2) Raman spectra labels.txt - Labels and meanings. 3) Code _Report.pdf – The code and data analysis report.
DOI: 10.17632/fytpjj5ny5.3
title: Monitoring the prolonged TNF stimulation in space and time with topological-functional networks

description: In this work we monitor the prolonged TNF stimulation of mouse synovial fibroblasts in space and time through a combination of functional and topological analyses. We introduce a novel concept in the form of bipartite functional/positional networks that capture the interaction between genome organization and the functional footprint of a given regulatory program. By implementing this approach in a time-dependent gene expression experiment we are able to dissect the complex cellular response to a cytokine trigger. We treated synovial fibroblasts in culture for 1, 3, 6, 24 hours to a final point of 7 days with TNF. Control cultures that were grown for the same period without TNF were used as controls. RNA was extracted and RNASeq was performed on a Solexa NextSeq Platform in triplicates. Mapping was performed with BowTie and differential expression was calculated with Cufflinks/CuffDiff (Langmead and Salzberg, 2012; Trapnell et al., 2012;). The differential expression files were used for analysis with abs(log 2 (FC)) &lt;= 1 AND p-value &lt;= 0.05 as a cutoff threshold to select significantly differentially expressed genes. The files used as input for all the analyses described bellow were files of diff format, containing the fields of: gene_name, chromosome, start coordinates, end coordinates, log 2 (FC), p-value. A total of &gt;1500 were found to be differentially expressed in at least one timepoint. They were clustered in 8 groups depending on their relative gene expression in time. Functional analysis was performed with gProfiler for each of the 8 clusters. We analyzed gene expression in linear genomic space through an implementation of the "breakpoints" R function, which uses a Chow test to define significant differences between adjacent linear models in time series data. We used differential gene expression as the time series data and defined sets of ~300 domains of consistent gene expression in each time point, which we termed Domains of Focal Deregulation. We then selected a subset of DFDs from each timepoint on the basis of high/low mean scores of differential expression as the most prominent in terms of gene deregulation and created bipartite positional/functional bipartite networks through a functional enrichment analysis of the genes contained in each DFD. Comparison of the bipartite networks monitors the progression of TNF stimulation, which appears to take place through two distinct transition points. A first, at 3h with a large expansion of inflammatory and immune-related functions and second, at 24h which is marked by immune-related functions being shut down and replaced by pathways associated with development and cell adhesion.
DOI: 10.17632/mnbd9vhtws.1
title: Tabulated results for automatically controlled angiogenic inhibition therapy based on sliding mode technique

description: A sliding mode based inhibitory agent injection law is derived using the angiogenic inhibition model of cancer progression which describes the variation of the tumor and supporting vasculature volumes in targeted molecular therapies. The data set present the most important results that indicate the performance of the closed-loop treatment. Each column represents the current value of the related parameter. The first six parameters are the PID sliding surface and sliding mode dynamical constants. These are the proportional gain (Kp), integral gain (Ki), D derivative gain (Kd), the constant \eta, \gamma and the sigmoid slope parameter 'c'. The remaining are the desired final value of the tumor volume (r), the actual final value of the tumor volume (x1(infty)) and supporting vasculature volume (x2(infty)), maximum value of the inhibitory agent administration rate (umax), final value of the inhibitory agent rate (u(infty)) and the setup time which is the duration required to decrease the tumor volume to to 1% of its initial level. The results are obtained from a small C program. The developments are made by MATLAB.
DOI: 10.17632/p92b432b2f.2
title: Raman spectroscopic profiling data of formula milk products from two brands

description: Item List: 1) 7341_C2.txt – The data set in CSV (comma separated value) format. The first column is 'label'. Value can be either 1 (1st Brand) or 2 (2nd Brand). The rest 2090 columns are the Raman wavenumbers. Each row is a sample. This data set is typically used for brand classification. 2) Code _Report.pdf – The code and data analysis report for compressed sensing research.
DOI: 10.17632/4tmzdhtspf.1
title: Appendix files for heart transcriptome of Coilia nasus under cold stress

description: Ten primers for qPCR validation and DEGs in this experiment.
DOI: 10.17632/hd9rwkzdnb.1
title: Appendix files for heart transcriptome analysis of Coilia nasus in response to cold stress

description: Primers of DEGs for qPCR validation and all DEGs.
DOI: 10.17632/hd9rwkzdnb.2
title: Appendix files for heart transcriptome analysis of Coilia nasus in response to cold stress

description: Primers of DEGs for qPCR validation and all DEGs.