cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17037/data.00002001
title: Clinical codelists for: "A comparison of the prevalence of electronic health record diagnoses of herpes zoster and simplex with self-reported prevalence from national population surveys and cohorts in England"

description: Read and ICD-10 codes for diagnosis of herpes zoster, genital herpes, cold sore, and herpes simplex. These support the paper, "A comparison of the prevalence of electronic health record diagnoses of herpes zoster and simplex with self-reported prevalence from national population surveys and cohorts in England".
DOI: 10.5281/zenodo.8060535
title: Raw data repository for the article: "Revealing the impact of polystyrene-functionalization of Au octahedral nanocrystals of different sizes on formation and structure of mesocrystals"

description: Raw data depository for the article in ChemNanoMat journal: DOI: 10.1002/cnma.202300336. Details and the file description are given in the file "Lapkin_Dataset_Info.pdf"
DOI: 10.5281/zenodo.8060534
title: Raw data repository for the article: "Revealing the impact of polystyrene-functionalization of Au octahedral nanocrystals of different sizes on formation and structure of mesocrystals"

description: Raw data depository for the article in ChemNanoMat journal: DOI: 10.1002/cnma.202300336. Details and the file description are given in the file "Lapkin_Dataset_Info.pdf"
DOI: 10.5281/zenodo.8405831
title: Spectra from "Contribution of MALDI-TOF mass spectrometry and Machine Learning including Deep Learning techniques for the detection of virulence factors of Clostridioides difficile strains"

description: <strong>This database includes spectra from 201 <em>C. difficile </em> (CD) strains :</strong> 50 non-toxigenic strains (tcdA- tcdB-) (designated ToxA-B-) belonging to 19 different PR, 151 toxigenic strains harbouring toxins A and B genes (ToxA+B+). Among the 151 ToxA+B+ strains, 46 corresponding to 8 different PR also harboured the binary toxin genes (ToxA+B+CDT+) and 105 (23 different PR) did not (ToxA+B+CDT-). Among the 46 ToxA+B+CDT+ strains, 22 belonged to the Hv strains i.e. PR 027 (n=13), PR 176 (n=5) and PR 181 (n=4) strains (ToxA+B+CDT+Hv) (Table S1). <strong>Sample preparation.</strong> Each isolate stored at −80°C (Microbank; Pro-Lab Diagnostics) was thawed and cultivated on Columbia Blood Agar (CBA, bioMérieux) incubated in anaerobic atmosphere at 37°C for 48 hours. A subculture was performed in the same conditions. A chemical protein extraction was then carried out. Briefly, a single colony was suspended in 200 µl water and vortexed. After adding 900 µl ethanol, samples were vortexed and centrifuged at 13,000 × g for 2 minutes. The supernatant was removed, and the remaining ethanol was evaporated at room temperature. Next, 25 µl of 70% formic acid was added and mixed with the pellet, then 25 µl of acetonitrile was added. After centrifugation at 13,000 × g for 2 minutes, the supernatant was ready for analysis. <strong>Eight deposits were performed for each isolate.</strong> The dried spots were coated with 1 µl of α-cyano-4-hydroxycinnamic acid (a-HCCA) in 50% acetonitrile-2.5% trifluoroacetic acid and <strong>each spot was analysed three times by MALDI-TOF MS</strong>. <br> <strong>MALDI-TOF MS acquisition and analysis.</strong> Mass spectra were acquired using a Microflex LT instrument (Bruker Daltonics). The standard parameters of the CE-IVD method recommended by the manufacturer were used. This instrument was equipped with an N2 laser (377 nm) using the following parameters: mass range, 2,000 to 20,000 Da; ion source 1, 20 kV; ion source 2, 18.15 kV; lens, 6 kV; pulsed ion extraction, 150 ns; laser frequency, 20 Hz. A manual external calibration standard (Bacterial Test Standard; Bruker Daltonics) was used for calibration. Data acquisition was performed using FlexControl (version 3.0; Bruker Daltonics). <br> <strong>A total of 4659 spectra were produced. </strong> <strong>Fore more details: please contact alexandre.godmer@aphp.fr</strong><br>
DOI: 10.5281/zenodo.8405830
title: Spectra from "Contribution of MALDI-TOF mass spectrometry and Machine Learning including Deep Learning techniques for the detection of virulence factors of Clostridioides difficile strains"

description: <strong>This database includes spectra from 201 <em>C. difficile </em> (CD) strains :</strong> 50 non-toxigenic strains (tcdA- tcdB-) (designated ToxA-B-) belonging to 19 different PR, 151 toxigenic strains harbouring toxins A and B genes (ToxA+B+). Among the 151 ToxA+B+ strains, 46 corresponding to 8 different PR also harboured the binary toxin genes (ToxA+B+CDT+) and 105 (23 different PR) did not (ToxA+B+CDT-). Among the 46 ToxA+B+CDT+ strains, 22 belonged to the Hv strains i.e. PR 027 (n=13), PR 176 (n=5) and PR 181 (n=4) strains (ToxA+B+CDT+Hv) (Table S1). <strong>Sample preparation.</strong> Each isolate stored at −80°C (Microbank; Pro-Lab Diagnostics) was thawed and cultivated on Columbia Blood Agar (CBA, bioMérieux) incubated in anaerobic atmosphere at 37°C for 48 hours. A subculture was performed in the same conditions. A chemical protein extraction was then carried out. Briefly, a single colony was suspended in 200 µl water and vortexed. After adding 900 µl ethanol, samples were vortexed and centrifuged at 13,000 × g for 2 minutes. The supernatant was removed, and the remaining ethanol was evaporated at room temperature. Next, 25 µl of 70% formic acid was added and mixed with the pellet, then 25 µl of acetonitrile was added. After centrifugation at 13,000 × g for 2 minutes, the supernatant was ready for analysis. <strong>Eight deposits were performed for each isolate.</strong> The dried spots were coated with 1 µl of α-cyano-4-hydroxycinnamic acid (a-HCCA) in 50% acetonitrile-2.5% trifluoroacetic acid and <strong>each spot was analysed three times by MALDI-TOF MS</strong>. <br> <strong>MALDI-TOF MS acquisition and analysis.</strong> Mass spectra were acquired using a Microflex LT instrument (Bruker Daltonics). The standard parameters of the CE-IVD method recommended by the manufacturer were used. This instrument was equipped with an N2 laser (377 nm) using the following parameters: mass range, 2,000 to 20,000 Da; ion source 1, 20 kV; ion source 2, 18.15 kV; lens, 6 kV; pulsed ion extraction, 150 ns; laser frequency, 20 Hz. A manual external calibration standard (Bacterial Test Standard; Bruker Daltonics) was used for calibration. Data acquisition was performed using FlexControl (version 3.0; Bruker Daltonics). <br> <strong>A total of 4659 spectra were produced. </strong> <strong>Fore more details: please contact alexandre.godmer@aphp.fr</strong><br>
DOI: 10.25403/upresearchdata.23911194
title: Promotion of health interventions for families with member(s) diagnosed with tuberculosis (TB)

description: This dataset reflects the analysed data of the lived experiences of families having a member(s) diagnosed with tuberculosis and the needs of community health nurses proving TB health promotion in the North West province of South Africa.The study followed a constructivist approach to answer the research question. The study was conducted in two phases: In phase 1,<strong> </strong>a qualitative, descriptive phenomenology was conducted as a philosophical base and design. The researcher used face-to-face individual semi-structured interviews to collect data. The findings of Phase 1 formed the basis of Phase 2. In phase 1, ten (10) families having member(s) diagnosed with tuberculosis and twelve (12) community health nurses working in the clinics and community health centres of Ngaka Modiri Molema District were purposefully selected to participate in the study. The researcher used semi- structured individual interviews to collect the data. Data analysis was done using Colaizi’s (1978) method. All principles of trustworthiness by Guba and Lincoln (2005) were considered. Additionally, an independent co-coder was involved in finalising the themes. In Phase 2, the health promotion interventions for families having a member(s) diagnosed with tuberculosis in the Northwest province were developed and validated. The Delphi technique was used over four rounds to validate the developed health promotion interventions. Eighteen (18) expert health professionals took part in the study through the Delphi technique and data collection was done with the use of questionnaire through emails. Data collection and analysis for this phase was done concurrently throughout the rounds, and in the fourth-round rating was used to analyse the data. Six (6) tuberculosis health promotion interventions were developed and validated for families having a member(s) diagnosed with tuberculosis in the North West province.
DOI: 10.25403/upresearchdata.23911194.v2
title: Promotion of health interventions for families with member(s) diagnosed with tuberculosis (TB)

description: This dataset reflects the analysed data of the lived experiences of families having a member(s) diagnosed with tuberculosis and the needs of community health nurses proving TB health promotion in the North West province of South Africa.The study followed a constructivist approach to answer the research question. The study was conducted in two phases: In phase 1,<strong> </strong>a qualitative, descriptive phenomenology was conducted as a philosophical base and design. The researcher used face-to-face individual semi-structured interviews to collect data. The findings of Phase 1 formed the basis of Phase 2. In phase 1, ten (10) families having member(s) diagnosed with tuberculosis and twelve (12) community health nurses working in the clinics and community health centres of Ngaka Modiri Molema District were purposefully selected to participate in the study. The researcher used semi- structured individual interviews to collect the data. Data analysis was done using Colaizi’s (1978) method. All principles of trustworthiness by Guba and Lincoln (2005) were considered. Additionally, an independent co-coder was involved in finalising the themes. In Phase 2, the health promotion interventions for families having a member(s) diagnosed with tuberculosis in the Northwest province were developed and validated. The Delphi technique was used over four rounds to validate the developed health promotion interventions. Eighteen (18) expert health professionals took part in the study through the Delphi technique and data collection was done with the use of questionnaire through emails. Data collection and analysis for this phase was done concurrently throughout the rounds, and in the fourth-round rating was used to analyse the data. Six (6) tuberculosis health promotion interventions were developed and validated for families having a member(s) diagnosed with tuberculosis in the North West province.
DOI: 10.25403/upresearchdata.23911194.v1
title: Promotion of health interventions for families with member(s) diagnosed with tuberculosis (TB)

description: This dataset reflects the analysed data of the lived experiences of families having a member(s) diagnosed with tuberculosis and the needs of community health nurses proving TB health promotion in the North West province of South Africa.The study followed a constructivist approach to answer the research question. The study was conducted in two phases: In phase 1,<strong> </strong>a qualitative, descriptive phenomenology was conducted as a philosophical base and design. The researcher used face-to-face individual semi-structured interviews to collect data. The findings of Phase 1 formed the basis of Phase 2. In phase 1, ten (10) families having member(s) diagnosed with tuberculosis and twelve (12) community health nurses working in the clinics and community health centres of Ngaka Modiri Molema District were purposefully selected to participate in the study. The researcher used semi- structured individual interviews to collect the data. Data analysis was done using Colaizi’s (1978) method. All principles of trustworthiness by Guba and Lincoln (2005) were considered. Additionally, an independent co-coder was involved in finalising the themes. In Phase 2, the health promotion interventions for families having a member(s) diagnosed with tuberculosis in the Northwest province were developed and validated. The Delphi technique was used over four rounds to validate the developed health promotion interventions. Eighteen (18) expert health professionals took part in the study through the Delphi technique and data collection was done with the use of questionnaire through emails. Data collection and analysis for this phase was done concurrently throughout the rounds, and in the fourth-round rating was used to analyse the data. Six (6) tuberculosis health promotion interventions were developed and validated for families having a member(s) diagnosed with tuberculosis in the North West province.
DOI: 10.6084/m9.figshare.24242017
title: Referenes.docx

description: Assignment
DOI: 10.6084/m9.figshare.24242017.v1
title: Referenes.docx

description: Assignment
DOI: 10.5281/zenodo.7695813
title: Sustainable Expert Criteria Weights

description: This data was undertaken within the framework of the EU-funded LEAD project aiming to create Digital Twins for urban logistics networks in six cities to support experimentation in decision-making on-demand logistics operations in a public-private urban setting. The questionnaire consists of identifying priorities among different sustainability criteria related to last-mile logistics using a pair-wise comparison method to determine the experts' weights for every criterion. Gonzalez, J. N., Sobrino, N., & Vassallo, J. M. (2023). Considering the city context in weighting sustainability criteria for last-mile logistics solutions. <em>International Journal of Logistics Research and Applications</em>, 1–21. https://doi.org/10.1080/13675567.2023.2264788
DOI: 10.5519/qd.7ma8ltwn
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4099 records)
DOI: 10.5519/qd.deasuje4
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3378 records)
DOI: 10.57745/08uyzc
title: 2019_SINFORT_SupplementalInformation.tab

description: Supplementary information (intermediate data)
DOI: 10.57745/tgrhpz
title: 2019_SINFORT_impacts_food_kg_country.xlsx

description: Water consumption, Land Use and associated impacts per country for 1 kg of food item used in France and Tunisia
DOI: 10.5281/zenodo.8406099
title: OneNet project - T9.3 - Spanish demo open data

description: -Anonymized technical data from flexible resources participating in OneNet Spanish demonstration -Market results assessed by the local market platforms considering market bids and DSOs requirement for the OneNet Spanish demonstration
description: The use of this information can be found in OneNet D9.3 https://onenet-project.eu/wp-content/uploads/2023/05/OneNet_D9.3_v1.0.pdf
description: {"references": ["https://onenet-project.eu/"]}
DOI: 10.5281/zenodo.8406098
title: OneNet project - T9.3 - Spanish demo open data

description: -Anonymized technical data from flexible resources participating in OneNet Spanish demonstration -Market results assessed by the local market platforms considering market bids and DSOs requirement for the OneNet Spanish demonstration
description: The use of this information can be found in OneNet D9.3 https://onenet-project.eu/wp-content/uploads/2023/05/OneNet_D9.3_v1.0.pdf
description: {"references": ["https://onenet-project.eu/"]}
DOI: 10.5281/zenodo.7534249
title: DATASET: Electric Potential Distribution Inside the Electrolyte During High Voltage Electrolysis

description: This project contains all the data shown in the figures of the manuscript (and the supporting information) entitled:<br> 'Electric Potential Distribution Inside the Electrolyte During High Voltage Electrolysis'<br> (doi:10.26434/chemrxiv-2022-nw4sp). The data to each figure is provided in a subfolder with further information.
DOI: 10.5281/zenodo.7277205
title: DATASET: Electric Potential Distribution Inside the Electrolyte During High Voltage Electrolysis

description: This project contains all the data shown in the figures of the manuscript (and the supporting information) entitled:<br> 'Electric Potential Distribution Inside the Electrolyte During High Voltage Electrolysis'<br> (doi:10.26434/chemrxiv-2022-nw4sp). The data to each figure is provided in a subfolder with further information.
DOI: 10.5519/qd.46uwuq7y
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (34 records)
DOI: 10.5519/qd.omt7k112
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5519/qd.w7eqyqdo
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (186 records)
DOI: 10.5061/dryad.qnk98sfgh
title: Genetic diversity and evolutionary patterns of Taraxacum kok-saghyz Rodin

description: Taraxacum kok-saghyz Rodin (TKS) is an important potential alternative source of natural inulin and rubber production, which has great significance for the production of industrial products. In this study, we sequenced 58 wild TKS individuals collected from four different geography regions worldwide to elucidate the population structure, genetic diversity and the patterns of evolution. Also, the first flowering time, crown diameter, morphological characteristics of leaf and scape of all TKS individuals were measured and evaluated statistically. Phylogenetic analysis based on SNPs and cluster analysis based on agronomic traits showed that all 58 TKS individuals could be roughly divided into three distinct groups: I) Zhaosu county in Xinjiang (population AB, including a few individuals from population C and D); II) Tekes county in Xinjiang (population C); and III) Tuzkol lake in Kazakhstan (population D). Population D exhibited a closer genetic relationship with population C compared to population AB. Genetic diversity analysis further revealed that population expansion from C and D to AB occurred, as well as gene flow between them. Additionally, some natural selection regions were identified in AB population. Function annotation of candidate genes identified in these regions revealed that they mainly participated in biological regulation processes, such as transporter activity, structural molecule activity and molecular function regulator. We speculated that the genes identified in selective sweep regions may contributed to TKS adaptation to the Yili River Valley of Xinjiang. In general, this study provides new insights in clarifying population structure and genetic diversity analysis of TKS using SNP molecular markers and agronomic traits.
description: Additional file 1: Table S1. Summary information of the 58 TKS individuals. Additional file 2: Table S2. Statistics information of SNP detected in this study Additional file 3: Table S3. Annotation information of 80 candidate genes in selective sweep regions. Additional file 4: Table S4. Analysis of molecular variance. Additional file 5: Table S5. Population differentiation index Fst. Additional file 6: Table S6. KEGG pathway enrichment analysis for 80 candidate genes in the identified selective sweep regions.
DOI: 10.5517/ccdc.csd.cc29h5pp
title: CCDC 2129752: Experimental Crystal Structure Determination

description: Related Article: Alexander Y Nazarenko, M. S. Goodman, M. A. Goodman|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc29h5qq
title: CCDC 2129753: Experimental Crystal Structure Determination

description: Related Article: Alexander Y Nazarenko, M. S. Goodman, M. A. Goodman|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc29h5rr
title: CCDC 2129754: Experimental Crystal Structure Determination

description: Related Article: Alexander Y Nazarenko, M. S. Goodman, M. A. Goodman|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc29h5ss
title: CCDC 2129755: Experimental Crystal Structure Determination

description: Related Article: Alexander Y Nazarenko, M. S. Goodman, M. A. Goodman|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.8404034
title: Russo-Ukrainian War: Prediction and explanation of Twitter suspension

description: The dataset utilized in the research paper: "Russo-Ukrainian War: Prediction and explanation of Twitter suspension" accepted to ASONAM 2023 conference. The provided dataset contains multiple extracted feature categories based on the Twitter dataset collected during the Russo Ukrainian War. The dataset dose not contain any private user information since user and tweet IDs are removed.
description: We have collected a Twitter corpus related to the Russo-Ukrainian War. We use the Twitter streaming API to retrieve public tweets using popular hashtags related to the selected topic . Our data collection contains 107735220 tweets from 9851176 users starting from February 23, 2022. To label suspended accounts, we also use Twitter compliance API on a daily basis to identify the exact date of account suspension. The extracted data contains 37,195 and 11,716 suspended accounts for portion A and portion B respectively. Due to the extreme imbalance between normal and suspended accounts, we utilize an under-sampling methodology and select randomly an equal volume of normal users for each data period. Based on the portion A data, we extract the following feature categories: user profile, activity timing, textual, post embeddings, and graph embeddings.
DOI: 10.5281/zenodo.8404033
title: Russo-Ukrainian War: Prediction and explanation of Twitter suspension

description: The dataset utilized in the research paper: "Russo-Ukrainian War: Prediction and explanation of Twitter suspension" accepted to ASONAM 2023 conference. The provided dataset contains multiple extracted feature categories based on the Twitter dataset collected during the Russo Ukrainian War. The dataset dose not contain any private user information since user and tweet IDs are removed.
description: We have collected a Twitter corpus related to the Russo-Ukrainian War. We use the Twitter streaming API to retrieve public tweets using popular hashtags related to the selected topic . Our data collection contains 107735220 tweets from 9851176 users starting from February 23, 2022. To label suspended accounts, we also use Twitter compliance API on a daily basis to identify the exact date of account suspension. The extracted data contains 37,195 and 11,716 suspended accounts for portion A and portion B respectively. Due to the extreme imbalance between normal and suspended accounts, we utilize an under-sampling methodology and select randomly an equal volume of normal users for each data period. Based on the portion A data, we extract the following feature categories: user profile, activity timing, textual, post embeddings, and graph embeddings.
DOI: 10.5281/zenodo.8403622
title: Bird and drone dataset

description: Bird call recorded by a drone.