cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21206873
title: Additional file 9 of A global phylogenomic and metabolic reconstruction of the large intestine bacterial community of domesticated cattle

description: Additional file 9: Table S9. Distribution of metabolic functions with potential mutualistic benefits for the host in the groups of samples used for our formal comparisons and the common sequences. In each tab, we present the MAGs that contain relevant enzymes (based on KOs annotation) and the sum of the predicted enzymes identified under the column ‘total’. If the MAG (and by extension its enzymes) is also present in one of the focal groups of samples (i.e. [31]; milk or solid group, this study; summer or winter samples and the common sequences) this number also appears under the respective column (milk, solid, winter, summer or common). MAGs that we manually verified that carry all predicted KOs for the production of an endproduct (by visually inspecting to confirm the completeness) are highlighted in bold font. In each tab, we also present (to a small subtable to the left) the number of MAGs identified carrying enzymes in the focal groups of samples. In the acetate tab, we also present the MAGs that carry the predicted EC enzymes that would be required for acetate production (for an overview see Figure 1 of [124]).
DOI: 10.6084/m9.figshare.21206873.v1
title: Additional file 9 of A global phylogenomic and metabolic reconstruction of the large intestine bacterial community of domesticated cattle

description: Additional file 9: Table S9. Distribution of metabolic functions with potential mutualistic benefits for the host in the groups of samples used for our formal comparisons and the common sequences. In each tab, we present the MAGs that contain relevant enzymes (based on KOs annotation) and the sum of the predicted enzymes identified under the column ‘total’. If the MAG (and by extension its enzymes) is also present in one of the focal groups of samples (i.e. [31]; milk or solid group, this study; summer or winter samples and the common sequences) this number also appears under the respective column (milk, solid, winter, summer or common). MAGs that we manually verified that carry all predicted KOs for the production of an endproduct (by visually inspecting to confirm the completeness) are highlighted in bold font. In each tab, we also present (to a small subtable to the left) the number of MAGs identified carrying enzymes in the focal groups of samples. In the acetate tab, we also present the MAGs that carry the predicted EC enzymes that would be required for acetate production (for an overview see Figure 1 of [124]).
DOI: 10.6084/m9.figshare.21206633
title: Data for constructing the beta power under various conditions in the source space

description: Contains the following data for constructing the beta power under various conditions in the source space: after_fb_lp_pos_vs_neg_mean_beta_1500_1900 and after_fb_lp_pos_vs_neg_pval_nofdr_1500_1900 - the contrast between losses and gains within the LP choices, in interval 1500 - 1900 relative to the response, difference of beta power and p value respectively. after_fb_lp_vs_hp_pval_mean_beta_1100_1400, risk_vs_norisk_mean_beta_900_300, after_fb_lp_vs_hp_pval_nofdr_1100_1400, risk_vs_norisk_pval_nofdr_900_300 - the contrast between LP and HP choices, in intervals 1100 - 1400 and -900 - -300 relative to the response respectively, difference of beta power and p value respectively. all_ChT - all choice type pooled
DOI: 10.6084/m9.figshare.21206633.v1
title: Data for constructing the beta power under various conditions in the source space

description: Contains the following data for constructing the beta power under various conditions in the source space: after_fb_lp_pos_vs_neg_mean_beta_1500_1900 and after_fb_lp_pos_vs_neg_pval_nofdr_1500_1900 - the contrast between losses and gains within the LP choices, in interval 1500 - 1900 relative to the response, difference of beta power and p value respectively. after_fb_lp_vs_hp_pval_mean_beta_1100_1400, risk_vs_norisk_mean_beta_900_300, after_fb_lp_vs_hp_pval_nofdr_1100_1400, risk_vs_norisk_pval_nofdr_900_300 - the contrast between LP and HP choices, in intervals 1100 - 1400 and -900 - -300 relative to the response respectively, difference of beta power and p value respectively. all_ChT - all choice type pooled
DOI: 10.6084/m9.figshare.21206474
title: Data used to build the LMEM model

description: The data contains the following columns: trial_number — corresponds to the sequence number of the trail. Numbering starts from 0 beta power [XXX] — beta power averaged over the time interval. Square brackets instead of XXX indicate the start and end times of the averaging interval in seconds. subject — subject code trial_type - norisk (high-payoff choice), risk(low-payoff choice), prerisk (prelow-payoff choice), postrisk(choice after low-payoff) feedback_cur — feedback in the current trail <br> In the names of the files df_lmem_comb_planar_XXX.csv instead of X, the number of the combined planar is indicated. Matching can be found in the file sensors_info.csv
DOI: 10.6084/m9.figshare.21206474.v1
title: Data used to build the LMEM model

description: The data contains the following columns: trial_number — corresponds to the sequence number of the trail. Numbering starts from 0 beta power [XXX] — beta power averaged over the time interval. Square brackets instead of XXX indicate the start and end times of the averaging interval in seconds. subject — subject code trial_type - norisk (high-payoff choice), risk(low-payoff choice), prerisk (prelow-payoff choice), postrisk(choice after low-payoff) feedback_cur — feedback in the current trail <br> In the names of the files df_lmem_comb_planar_XXX.csv instead of X, the number of the combined planar is indicated. Matching can be found in the file sensors_info.csv
DOI: 10.5281/zenodo.7103999
title: Viva con Agua de St. Pauli e.V. User Stories created by socio-trechnical walkthroughs

description: In March 2016 six socio-technical walktroughs (STWT, Hermann et al. 2004) have been conducted to identify requirements for the technical tool Pool used by Viva con Agua de St. Pauli e.V. (VCA) as a socio-technical organization (Kunau 2006). Volunteers of the NGO, as well as employees and partners were invited to participate one weekend for one STWT workshop. Every workshop has covered two days (a weekend) and focused one specific business process of VCA. The participants were independently selected for each working procedure that became a topic for a workshop. During the workshops, the existing business processes have been identified in a first step and during a second one improved. Afterwards, the moderator of the workshops has derived user stories for new technical support functions needed to establish the reworked business processes. These user stories are collected in the user stories catalog that is published in this data publication. (Herrmann et al. 2004) Herrmann, T., Kunau, G., Loser, K.-U., and Menold, N. Socio-technical walkthrough: Designing technology along work processes. <em>Proceedings of the eighth conference on Participatory design Artful integration: interweaving media, materials and practices - PDC 04</em>, ACM Press (2004), 132. (Kunau 2006) Kunau, G. Facilitating computer supported cooperative work with socio-technical self-descriptions. Technische Universität Dortmund, (2006).
description: {"references": ["Herrmann, T., Kunau, G., Loser, K.-U., and Menold, N. Socio-technical walkthrough: Designing technology along work processes.\u00a0Proceedings of the eighth conference on Participatory design Artful integration: interweaving media, materials and practices - PDC 04, ACM Press (2004), 132.", "Kunau, G. Facilitating computer supported cooperative work with socio-technical self-descriptions. Technische Universit\u00e4t Dortmund, (2006)."]}
DOI: 10.5281/zenodo.7113371
title: Viva con Agua de St. Pauli e.V. User Stories created by socio-trechnical walkthroughs

description: In March 2016 six socio-technical walktroughs (STWT, Hermann et al. 2004) have been conducted to identify requirements for the technical tool Pool used by Viva con Agua de St. Pauli e.V. (VCA) as a socio-technical organization (Kunau 2006). Volunteers of the NGO, as well as employees and partners were invited to participate one weekend for one STWT workshop. Every workshop has covered two days (a weekend) and focused one specific business process of VCA. The participants were independently selected for each working procedure that became a topic for a workshop. During the workshops, the existing business processes have been identified in a first step and during a second one improved. Afterwards, the moderator of the workshops has derived user stories for new technical support functions needed to establish the reworked business processes. These user stories are collected in the user stories catalog that is published in this data publication. (Herrmann et al. 2004) Herrmann, T., Kunau, G., Loser, K.-U., and Menold, N. Socio-technical walkthrough: Designing technology along work processes. <em>Proceedings of the eighth conference on Participatory design Artful integration: interweaving media, materials and practices - PDC 04</em>, ACM Press (2004), 132. (Kunau 2006) Kunau, G. Facilitating computer supported cooperative work with socio-technical self-descriptions. Technische Universität Dortmund, (2006).
description: {"references": ["Herrmann, T., Kunau, G., Loser, K.-U., and Menold, N. Socio-technical walkthrough: Designing technology along work processes.\u00a0Proceedings of the eighth conference on Participatory design Artful integration: interweaving media, materials and practices - PDC 04, ACM Press (2004), 132.", "Kunau, G. Facilitating computer supported cooperative work with socio-technical self-descriptions. Technische Universit\u00e4t Dortmund, (2006)."]}
DOI: 10.5281/zenodo.7103998
title: Viva con Agua de St. Pauli e.V. User Stories created by socio-trechnical walkthroughs

description: In March 2016 six socio-technical walktroughs (STWT, Hermann et al. 2004) have been conducted to identify requirements for the technical tool Pool used by Viva con Agua de St. Pauli e.V. (VCA) as a socio-technical organization (Kunau 2006). Volunteers of the NGO, as well as employees and partners were invited to participate one weekend for one STWT workshop. Every workshop has covered two days (a weekend) and focused one specific business process of VCA. The participants were independently selected for each working procedure that became a topic for a workshop. During the workshops, the existing business processes have been identified in a first step and during a second one improved. Afterwards, the moderator of the workshops has derived user stories for new technical support functions needed to establish the reworked business processes. These user stories are collected in the user stories catalog that is published in this data publication. (Herrmann et al. 2004) Herrmann, T., Kunau, G., Loser, K.-U., and Menold, N. Socio-technical walkthrough: Designing technology along work processes. <em>Proceedings of the eighth conference on Participatory design Artful integration: interweaving media, materials and practices - PDC 04</em>, ACM Press (2004), 132. (Kunau 2006) Kunau, G. Facilitating computer supported cooperative work with socio-technical self-descriptions. Technische Universität Dortmund, (2006).
description: {"references": ["Herrmann, T., Kunau, G., Loser, K.-U., and Menold, N. Socio-technical walkthrough: Designing technology along work processes.\u00a0Proceedings of the eighth conference on Participatory design Artful integration: interweaving media, materials and practices - PDC 04, ACM Press (2004), 132.", "Kunau, G. Facilitating computer supported cooperative work with socio-technical self-descriptions. Technische Universit\u00e4t Dortmund, (2006)."]}
DOI: 10.5281/zenodo.7113378
title: Viva con Agua de St. Pauli e.V. User Stories created by socio-trechnical walkthroughs

description: In March 2016 six socio-technical walktroughs (STWT, Hermann et al. 2004) have been conducted to identify requirements for the technical tool Pool used by Viva con Agua de St. Pauli e.V. (VCA) as a socio-technical organization (Kunau 2006). Volunteers of the NGO, as well as employees and partners were invited to participate one weekend for one STWT workshop. Every workshop has covered two days (a weekend) and focused one specific business process of VCA. The participants were independently selected for each working procedure that became a topic for a workshop. During the workshops, the existing business processes have been identified in a first step and during a second one improved. Afterwards, the moderator of the workshops has derived user stories for new technical support functions needed to establish the reworked business processes. These user stories are collected in the user stories catalog that is published in this data publication. (Herrmann et al. 2004) Herrmann, T., Kunau, G., Loser, K.-U., and Menold, N. Socio-technical walkthrough: Designing technology along work processes. <em>Proceedings of the eighth conference on Participatory design Artful integration: interweaving media, materials and practices - PDC 04</em>, ACM Press (2004), 132. (Kunau 2006) Kunau, G. Facilitating computer supported cooperative work with socio-technical self-descriptions. Technische Universität Dortmund, (2006).
description: {"references": ["Herrmann, T., Kunau, G., Loser, K.-U., and Menold, N. Socio-technical walkthrough: Designing technology along work processes.\u00a0Proceedings of the eighth conference on Participatory design Artful integration: interweaving media, materials and practices - PDC 04, ACM Press (2004), 132.", "Kunau, G. Facilitating computer supported cooperative work with socio-technical self-descriptions. Technische Universit\u00e4t Dortmund, (2006)."]}
DOI: 10.5281/zenodo.6988959
title: Planktonic Mg/Ca-derived IPWP upper ocean temperature, heat content and sea water δ18O over the last 360 ka

description: This dataset contains planktonic foraminifera Mg/Ca-derived temperature estimates, age control points and sea water δ18O (δ18Osw) of cores ODP807, KX21-2, MD10-3340, SO18480-3 and MD98-2162 from the Indo-Pacific Warm Pool (IPWP) over the last 360 ka. It also includes reconstructed IPWP stacks of SST, TWT, upper OHC and δ18Osw, and numerical simulated upper OHC, δ18Osw (sea water) and δ18Op (rainfall) from the CESM model and GISS-ModelE2-R model.
description: {"references": ["Zhimin Jian, Yue Wang, Haowen Dang, Mahyar Mohtadi, Yair Rosenthal, David W. Lea, Zhongfang Liu, Haiyan Jin, Liming Ye, Wolfgang Kuhnt, Xingxing Wang, (2022). Warm pool ocean heat content regulates ocean-continent moisture transport. Nature, https://doi.org/10.1038/s41586-022-05302-y."]}
DOI: 10.5281/zenodo.6988958
title: Planktonic Mg/Ca-derived IPWP upper ocean temperature, heat content and sea water δ18O over the last 360 ka

description: This dataset contains planktonic foraminifera Mg/Ca-derived temperature estimates, age control points and sea water δ18O (δ18Osw) of cores ODP807, KX21-2, MD10-3340, SO18480-3 and MD98-2162 from the Indo-Pacific Warm Pool (IPWP) over the last 360 ka. It also includes reconstructed IPWP stacks of SST, TWT, upper OHC and δ18Osw, and numerical simulated upper OHC, δ18Osw (sea water) and δ18Op (rainfall) from the CESM model and GISS-ModelE2-R model.
description: {"references": ["Zhimin Jian, Yue Wang, Haowen Dang, Mahyar Mohtadi, Yair Rosenthal, David W. Lea, Zhongfang Liu, Haiyan Jin, Liming Ye, Wolfgang Kuhnt, Xingxing Wang, (2022). Warm pool ocean heat content regulates ocean-continent moisture transport. Nature, https://doi.org/10.1038/s41586-022-05302-y."]}
DOI: 10.6084/m9.figshare.21206831.v1
title: 在线学习课程平台课程评论文本情感分析数据集.sav

description: 这是一份包含4715条在线学业情绪的数据集。在这个数据集中，包含了：1. 序号；2. 分句：即通过主题标注划分分句后的所有分句；3.主题分类：对所有分句进行主题划分； 4.主题细化分类：对所有分句所在主题下进行进一步分类； 5.标注学业情绪（1）：第一位标注者对该分句的学业情绪标注结果；6.标注学业情绪（2）：第二位标注者对该分句的学业情绪标注结果；7. 标注学业情绪（3） ：第三位标注者对该分句的学业情绪标注结果；8. 最终学业情绪：在三位标注者的结果中，按多数标注结果作为最终标注结果。
DOI: 10.6084/m9.figshare.21206831
title: 在线学习课程平台课程评论文本情感分析数据集

description: 这是一份包含4715条在线学业情绪的数据集。在这个数据集中，包含了：1. 序号；2. 分句：即通过主题标注划分分句后的所有分句；3.主题分类：对所有分句进行主题划分； 4.主题细化分类：对所有分句所在主题下进行进一步分类； 5.标注学业情绪（1）：第一位标注者对该分句的学业情绪标注结果；6.标注学业情绪（2）：第二位标注者对该分句的学业情绪标注结果；7. 标注学业情绪（3） ：第三位标注者对该分句的学业情绪标注结果；8. 最终学业情绪：在三位标注者的结果中，按多数标注结果作为最终标注结果。
DOI: 10.5281/zenodo.6751225
title: Technoeconomic analysis of the biobased terephthalic acid production using miscanthus as feedstock.

description: This dataset contains information of the technoeconomic assessment for the biobased PTA production using Miscanthus as feedstock.
DOI: 10.5281/zenodo.6751224
title: Technoeconomic analysis of the biobased terephthalic acid production using miscanthus as feedstock.

description: This dataset contains information of the technoeconomic assessment for the biobased PTA production using Miscanthus as feedstock.
DOI: 10.5281/zenodo.6751431
title: Input dataset for the life cycle optimization of biobased PET supply chain

description: Dataset with economic and environmental information used for the life cycle optimization of biobased PET using miscanthus as feestock.
DOI: 10.5281/zenodo.6751430
title: Input dataset for the life cycle optimization of biobased PET supply chain

description: Dataset with economic and environmental information used for the life cycle optimization of biobased PET using miscanthus as feestock.
DOI: 10.6084/m9.figshare.21207011
title: Additional file 1 of Illegal waste fly-tipping in the Covid-19 pandemic: enhanced compliance, temporal displacement, and urban–rural variation

description: Additional file 1. Monthly fly-tipping counts by month and local authority
DOI: 10.6084/m9.figshare.21207011.v1
title: Additional file 1 of Illegal waste fly-tipping in the Covid-19 pandemic: enhanced compliance, temporal displacement, and urban–rural variation

description: Additional file 1. Monthly fly-tipping counts by month and local authority
DOI: 10.6084/m9.figshare.21206708
title: Additional file 2 of Tuning heterologous glucan biosynthesis in yeast to understand and exploit plant starch diversity

description: Additional file 2. Numerical data and statistics of regressions of YFP reporter data associated with Figs. 1, 2, and 3.
DOI: 10.6084/m9.figshare.21207044
title: data.dta

description: Replication Data for Journal of Development Studies
DOI: 10.6084/m9.figshare.21207044.v1
title: data.dta

description: Replication Data for Journal of Development Studies
DOI: 10.6084/m9.figshare.21207047
title: Factors influencing the value-added of Inner Mongolia’s sports industry

description: Original data, accessed as of September 24, 2022
DOI: 10.6084/m9.figshare.21207047.v1
title: Factors influencing the value-added of Inner Mongolia’s sports industry

description: Original data, accessed as of September 24, 2022
DOI: 10.12751/g-node.4c44i5
title: Collection of Datasets for testing PyVIEW

description: These datasets can be used for unit-testing PyVIEW, which is a general purpose tool for analyzing calcium imaging data. The datasets also serve as examples for illustrating the folder structure recommeded when using PyVIEW. PyVIEW is here: https://github.com/galizia-lab/pyview
description: IsSupplementTo: Kumaraswamy A., Raiser G., Galizia C. G. (2022). PyView: A general purpose tool for analyzing calcium imaging data. Journal of Open Source Software.
DOI: 10.5281/zenodo.6905397
title: SURCOM pH and temperature data collection registered at Cortegada Platform (Ria de Arousa - Spain) from 2020 to 2021

description: This dataset comprises the data recorded by the SURCOM production prototype deployed from 2020 to 2021 at Cortegada Platform (42º 37' 40" N, 8º 46' 57" W), located in the National Park of Atlantic Islands at Ria de Arousa, in the NW of Spain. The measurements were taken continuously with pH and temperature collected at a frecuency of 10.3 minutes<sup>-1</sup>. Real-time adquired data is displayed and can be also downloaded from the following web panel: https://co2.iim.csic.es/monitoring/d/surcom_cortegada/surcom-cortegada These results have been obtained thanks to the support of CSIC PTI WATER:iOS and are, therefore, a contribution to its efforts.
DOI: 10.5281/zenodo.7113491
title: SURCOM pH and temperature data collection registered at Cortegada Platform (Ria de Arousa - Spain) from 2020 to 2021

description: This dataset comprises the data recorded by the SURCOM production prototype deployed from 2020 to 2021 at Cortegada Platform (42º 37' 40" N, 8º 46' 57" W), located in the National Park of Atlantic Islands at Ria de Arousa, in the NW of Spain. The measurements were taken continuously with pH and temperature collected at a frecuency of 10.3 minutes<sup>-1</sup>. Real-time adquired data is displayed and can be also downloaded from the following web panel: https://co2.iim.csic.es/monitoring/d/surcom_cortegada/surcom-cortegada These results have been obtained thanks to the support of CSIC PTI WATER:iOS and are, therefore, a contribution to its efforts.
DOI: 10.5281/zenodo.7113477
title: TuringREGConnectionsWorkshop_Butterflies

description: Images of butterflies, suitable for computer vision classification task. Collated by Gerald Piosenka for Kaggle challenge, published under CC0: public domain license.
DOI: 10.5281/zenodo.7113476
title: TuringREGConnectionsWorkshop_Butterflies

description: Images of butterflies, suitable for computer vision classification task. Collated by Gerald Piosenka for Kaggle challenge, published under CC0: public domain license.
DOI: 10.5517/ccdc.csd.cc26plh0
title: CCDC 2046542: Experimental Crystal Structure Determination

description: Related Article: Mohammad El-khateeb|2022|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.cc28rmh5
title: CCDC 2108077: Experimental Crystal Structure Determination

description: Related Article: Wyatt Powell, Garrett Evenson, Maciej Walczak|2022|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.cc28rmj6
title: CCDC 2108078: Experimental Crystal Structure Determination

description: Related Article: Wyatt Powell, Garrett Evenson, Maciej Walczak|2022|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: 10.34740/kaggle/dsv/4251759
title: Elon Musk Tweets