cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/fty6n2yjxz.1
title: Functional profiling and visualization of the sphingolipid metabolic network in vivo (mCD8::GFP)

description: This dataset contains a comprehensive collection of z-stack confocal images from whole-mount adult Drosophila melanogaster brains. The images document the detailed neuroanatomical expression patterns of 52 genes essential for sphingolipid metabolism. The expression of each gene was visualized using the GAL4-UAS binary system. Specific GAL4 reporter lines (C-terminus 3XHA-T2A-GAL4 insertion), which faithfully recapitulate the endogenous expression of the target genes, were used to drive a membrane-tethered Green Fluorescent Protein (UAS-mCD8GFP).
DOI: 10.17632/gg794sznsz
title: Functional profiling and visualization of the sphingolipid metabolic network in vivo

description: This dataset contains a comprehensive collection of z-stack confocal images from whole-mount adult Drosophila melanogaster brains. The images document the detailed cell-type expression patterns of 52 genes essential for sphingolipid metabolism. The expression of each gene was visualized using the GAL4-UAS binary system and immunostainings. Specific GAL4 reporter lines (C-terminus 3XHA-T2A-GAL4 insertion), which faithfully recapitulate the endogenous expression of the target genes, were used to drive a nuclear red fluorescent protein (UAS-mCherry-nls). Anti-Elav and anti-Repo stainings were used to label neurons and glia, respectively. Anti-HA stainings were used to visualize protein distributions.
DOI: 10.17632/gg794sznsz.1
title: Functional profiling and visualization of the sphingolipid metabolic network in vivo

description: This dataset contains a comprehensive collection of z-stack confocal images from whole-mount adult Drosophila melanogaster brains. The images document the detailed cell-type expression patterns of 52 genes essential for sphingolipid metabolism. The expression of each gene was visualized using the GAL4-UAS binary system and immunostainings. Specific GAL4 reporter lines (C-terminus 3XHA-T2A-GAL4 insertion), which faithfully recapitulate the endogenous expression of the target genes, were used to drive a nuclear red fluorescent protein (UAS-mCherry-nls). Anti-Elav and anti-Repo stainings were used to label neurons and glia, respectively. Anti-HA stainings were used to visualize protein distributions.
DOI: 10.17632/8g3p7mj544.2
title: Heston Parameters and Exotic Option Data for the SPX (2012-2018)

description: This dataset contains calibrated Heston Stochastic Volatility model paramaters accompanied by a spread of exotic option contracts for each paramter combination. The data served as a training set for a neural network approximation of Barrier and Asian option pricing functions.
DOI: 10.17632/vccdzs9k7f
title: Electricity prices and household electricity consumption in Vietnam

description: Electricity prices and household electricity consumption in Vietnam
DOI: 10.17632/vccdzs9k7f.1
title: Electricity prices and household electricity consumption in Vietnam

description: Electricity prices and household electricity consumption in Vietnam
DOI: 10.5517/cc9qwhc
title: CCDC 290113: Experimental Crystal Structure Determination

description: Related Article: F.Paul|2015|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/ccqgjxl
title: CCDC 669380: Experimental Crystal Structure Determination

description: Related Article: F.Paul|2015|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/cc14h3b2
title: CCDC 1057203: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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/cc9qwgb
title: CCDC 290112: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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: 10.17632/jcsxzfwjs5
title: China's Heihe River Basin Permafrost Region Soil Moisture Product Evaluation Dataset

description: This dataset contains the computational data from the paper "Evaluation of soil moisture products over the permafrost region of China’s Heihe River Basin," including the statistical calculations of soil moisture for various satellite data/reanalysis data products, the R-mean values of all SSM products and precipitation at each station, as well as the correlation coefficients R between different SSM products and precipitation, and between field data and precipitation, the statistical calculations of surface temperature from measured data and satellite data/reanalysis data, the correlation coefficient calculations between measured soil moisture data and NDVI data from satellite data/reanalysis data, and some unpublished data containing confidential raw data.
DOI: 10.5517/cc7fqkx
title: CCDC 221729: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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/cc7fqmz
title: CCDC 221731: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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: 10.17632/jcsxzfwjs5.1
title: China's Heihe River Basin Permafrost Region Soil Moisture Product Evaluation Dataset

description: This dataset contains the computational data from the paper "Evaluation of soil moisture products over the permafrost region of China’s Heihe River Basin," including the statistical calculations of soil moisture for various satellite data/reanalysis data products, the R-mean values of all SSM products and precipitation at each station, as well as the correlation coefficients R between different SSM products and precipitation, and between field data and precipitation, the statistical calculations of surface temperature from measured data and satellite data/reanalysis data, the correlation coefficient calculations between measured soil moisture data and NDVI data from satellite data/reanalysis data, and some unpublished data containing confidential raw data.
DOI: 10.5517/cc9zs34
title: CCDC 297696: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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/ccy3lwh
title: CCDC 867407: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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: 10.17632/ygz7n7sn45
title: KU-EMOTION

description: The dataset was collected to advance research on multimodal emotion datasets that combine EEG and facial video data using consumer-grade devices in naturalistic settings. This dataset aims to ensure ecological validity by capturing authentic emotional responses in comfortable environments. It contains emotional expressions when two contrasting stimuli were presented to the participants, reflected in both brain activity and facial movements. The participants were instructed to focus on the laptop screen while the stimuli were presented in a fully automated sequence. Each session consisted of a ten-second countdown, followed by the first video, a brief black screen, and then the second video, with the program closing automatically at the end. Since the dataset includes EEG and facial videos recorded simultaneously, it can be used for both unimodal and cross-modal research on emotional experiences. 

At the root level, the dataset is organized into three main folders which are raw folder, processed folder, stimuli folder.

The raw data folder contains subfolders numbered 01 to 67, with each number representing a unique participant. Within every participant folder, the dataset stores several files, such as EEG_data_{timestamp}.json, which contains the recorded EEG signals, video_data_{timestamp}.avi, which stores the raw video recordings, and video_temporal_info_{timestamp}.json, which provides precise timestamp information for each frame in the corresponding video file. Additionally, subject_information.json contains participant-specific metadata, including sex, age, and unique identifier. The file stimuli_temporal_info_{timestamp}.json logs the onset times of the countdown sequence, video stimuli, and the inter-stimulus black screen interval. At the root of the raw data directory, video_stimuli_data_sequence.json documents the sequence of stimuli presented to all participants.

The processed folder stores all files produced after data preprocessing. The processed_data.pickle file holds the formatted dataset prepared for analysis, while split_information.pickle contains the details of how the data can be partitioned for training, validation, and testing of models. The stimuli folder includes the two video files, 1.mp4 and 2.mp4, used as stimuli during the experiment.

The code for converting raw data into processed data and for reading the processed data is available at this link: https://github.com/mj-raihan/KU-EMOTION 

The software used for collecting sensor data and presenting stimuli can be accessed here: https://github.com/mj-raihan/NeuroCue
DOI: 10.5517/cc14hbwv
title: CCDC 1057437: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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/ccy3m1p
title: CCDC 867412: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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/ccb0z6h
title: CCDC 298846: Experimental Crystal Structure Determination

description: Related Article: Frederic Paul|2015|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: 10.17632/ygz7n7sn45.1
title: KU-EMOTION

description: The dataset was collected to advance research on multimodal emotion datasets that combine EEG and facial video data using consumer-grade devices in naturalistic settings. This dataset aims to ensure ecological validity by capturing authentic emotional responses in comfortable environments. It contains emotional expressions when two contrasting stimuli were presented to the participants, reflected in both brain activity and facial movements. The participants were instructed to focus on the laptop screen while the stimuli were presented in a fully automated sequence. Each session consisted of a ten-second countdown, followed by the first video, a brief black screen, and then the second video, with the program closing automatically at the end. Since the dataset includes EEG and facial videos recorded simultaneously, it can be used for both unimodal and cross-modal research on emotional experiences. 

At the root level, the dataset is organized into three main folders which are raw folder, processed folder, stimuli folder.

The raw data folder contains subfolders numbered 01 to 67, with each number representing a unique participant. Within every participant folder, the dataset stores several files, such as EEG_data_{timestamp}.json, which contains the recorded EEG signals, video_data_{timestamp}.avi, which stores the raw video recordings, and video_temporal_info_{timestamp}.json, which provides precise timestamp information for each frame in the corresponding video file. Additionally, subject_information.json contains participant-specific metadata, including sex, age, and unique identifier. The file stimuli_temporal_info_{timestamp}.json logs the onset times of the countdown sequence, video stimuli, and the inter-stimulus black screen interval. At the root of the raw data directory, video_stimuli_data_sequence.json documents the sequence of stimuli presented to all participants.

The processed folder stores all files produced after data preprocessing. The processed_data.pickle file holds the formatted dataset prepared for analysis, while split_information.pickle contains the details of how the data can be partitioned for training, validation, and testing of models. The stimuli folder includes the two video files, 1.mp4 and 2.mp4, used as stimuli during the experiment.

The code for converting raw data into processed data and for reading the processed data is available at this link: https://github.com/mj-raihan/KU-EMOTION 

The software used for collecting sensor data and presenting stimuli can be accessed here: https://github.com/mj-raihan/NeuroCue
DOI: 10.5517/ccdc.csd.cc20dj21
title: CCDC 1859072: Experimental Crystal Structure Determination

description: Related Article: Büşra Kaya, Kerem Kaya, Atıf Koca, Bahri Ülküseven|2019|Polyhedron|173|114130|doi:10.1016/j.poly.2019.114130
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: 10.17632/t46w53nxct
title: Intensive care as a stage of treatment for children with cancer

description: Treatment of children with cancer carries a high risk of life-threatening complications. This retrospective single-center analysis evaluated all children with cancer who required admission to the pediatric intensive care unit (PICU) because of life-threatening clinical deterioration during treatment. Fifty-one children with cancer were hospitalized between 2010 and 2022 in the Department of Oncology, Hematology, and Chemotherapy of the Upper Silesian Child Health Centre, Medical University of Silesia in Katowice, and required treatment in the PICU. There were 61 hospitalizations in the PICU; 8 patients with leukemia were hospitalized twice, and 1 patient with leukemia was hospitalized three times. In the study group, most children were diagnosed with hematopoietic and lymphatic system cancers, followed by brain tumors and solid tumors. Forty-six children (75.4%) were admitted to the PICU because of septic shock, respiratory failure, and/or cardiopulmonary failure. Pharmacological support for the cardiovascular system was provided to 32 patients (52.45%), and renal replacement therapy was initiated in 11 (18.03%). Catecholamine use and renal replacement therapy significantly increased the risk of death. Life-threatening complications requiring intensive care often occur during leukemia treatment. Defining the clinical criteria for early PICU admission in children who have experienced septic shock during neutropenia can improve survival outcomes.
DOI: 10.5517/ccdc.csd.cc22f3m8
title: CCDC 1919229: Experimental Crystal Structure Determination

description: Related Article: Ravi Yadav,  Thomas Simler,  Stephan Reichl,  Bhupendra Goswami,  Christoph Schoo,  Ralf Köppe,  Manfred Scheer,  Peter W. Roesky|2020|J.Am.Chem.Soc.|142|1190|doi:10.1021/jacs.9b12151
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.cc22f3rd
title: CCDC 1919233: Experimental Crystal Structure Determination

description: Related Article: Ravi Yadav,  Thomas Simler,  Stephan Reichl,  Bhupendra Goswami,  Christoph Schoo,  Ralf Köppe,  Manfred Scheer,  Peter W. Roesky|2020|J.Am.Chem.Soc.|142|1190|doi:10.1021/jacs.9b12151
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: 10.17632/t46w53nxct.1
title: Intensive care as a stage of treatment for children with cancer

description: Treatment of children with cancer carries a high risk of life-threatening complications. This retrospective single-center analysis evaluated all children with cancer who required admission to the pediatric intensive care unit (PICU) because of life-threatening clinical deterioration during treatment. Fifty-one children with cancer were hospitalized between 2010 and 2022 in the Department of Oncology, Hematology, and Chemotherapy of the Upper Silesian Child Health Centre, Medical University of Silesia in Katowice, and required treatment in the PICU. There were 61 hospitalizations in the PICU; 8 patients with leukemia were hospitalized twice, and 1 patient with leukemia was hospitalized three times. In the study group, most children were diagnosed with hematopoietic and lymphatic system cancers, followed by brain tumors and solid tumors. Forty-six children (75.4%) were admitted to the PICU because of septic shock, respiratory failure, and/or cardiopulmonary failure. Pharmacological support for the cardiovascular system was provided to 32 patients (52.45%), and renal replacement therapy was initiated in 11 (18.03%). Catecholamine use and renal replacement therapy significantly increased the risk of death. Life-threatening complications requiring intensive care often occur during leukemia treatment. Defining the clinical criteria for early PICU admission in children who have experienced septic shock during neutropenia can improve survival outcomes.
DOI: 10.5517/ccdc.csd.cc23n712
title: CCDC 1955853: Experimental Crystal Structure Determination

description: Related Article: Zdenek Travnicek|2019|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.cc23nbhm
title: CCDC 1955960: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold|2019|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.cc23nm9q
title: CCDC 1956233: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold|2019|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.cc23p4kj
title: CCDC 1956737: Experimental Crystal Structure Determination

description: Related Article: Zdenek Travnicek|2019|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.cc23zhyk
title: CCDC 1965739: Experimental Crystal Structure Determination

description: Related Article: Thukkaiyandi Shapterhasmi, Narasimman Palani, Marappan Velusamy, Nattamai S.P. Bhuvanesh, Karuppasamy Sundaravel, Shanmugam Easwaramoorthi|2022|Inorg.Chim.Acta|537|120924|doi:10.1016/j.ica.2022.120924
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.