cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25050179
title: WiFi (CSI and RSSI) Data of three Coarse-grained Dining Activities (filling an electric kettle with water and turning it on, stir-frying cubed potato, and taking several cans from the fridge and putting them on a cabinet) in an Authentic Kitchen

description: Device-free human activity recognition (HAR) methods are attracting considerable interest due to their privacy preservation and ease of use nature of them. The granularity of the activities that a device-free HAR method aims to recognize is an important characteristic of it. This study aims to investigate the effect of activity granularity on the performance of device-free HAR methods. For this purpose, first, we utilized an authentic kitchen with an ESP32 microcontroller as a WiFi transceiver and an iPhone 12 min as a WiFi receiver. Then, we asked one user to perform three coarse-grained dining activities (i.e., filling an electric kettle with water and turning it on, stir-frying cubed potatoes, and taking several cans from the fridge and putting them on a cabinet) in the kitchen and gathering the Channel State Information (CSI) and Received Signal Strength Indicator (RSSI) data.The dataset contains 31 files for different activities (filling an electric kettle with water and turning it on, stir-frying cubed potato, and taking several cans from the fridge and putting them on a cabinet)Each file contains a list of data entries.Each data entry contains the following parts:type (CSI_DATA) - role (AP)- mac (96:DC:5A:81:E5:46) - rssi (-59) - rate (11) - sig_mode (1) - mcs (4) - bandwidth (0) - smoothing (1) - not_sounding (1) - aggregation (0) - stbc (0) - fec_coding (0) - sgi (0) - noise_floor (-95) - ampdu_cnt (0) - channel (8) - secondary_channel (0) - local_timestamp (1718710) - ant (0) - sig_len (126) - rx_state (0) - real_time_set (0) - real_timestamp (2.45605) - len (256) - CSI_DATA (a list of numbers)CSI_DATA in each data entry contains 128 numbers (64 complex numbers), The middle 11th complex numbers (22 numbers) which are 0 and we called the null subcarrier. In addition, the first complex number (2 numbers) is not valid because they are "LO Leakage". So, we will have 128 – 24 = 104 numbers which are 52 complex numbers. These are our 52 subcarriers of CSI data.
DOI: 10.57967/hf/1671
title: PromptLitTrainData
DOI: 10.57967/hf/1672
title: PromptLitTrainData
DOI: 10.34740/kaggle/dsv/7465909
title: Thames Water Daily Sewage Releases (Aggregated)
DOI: 10.11570/23.0031
title: The limitations (and potential) of non-parametric morphology statistics for post-merger identification
DOI: 10.25345/c5jh3dd23
title: MassIVE MSV000093905 - Quantitative Proteomics of axon regeneration promoted by Gangliosides and MTOR-Activating Small Molecules
title: The ability to regenerate damaged central nervous system (CNS) axons of existing neurons is a significant challenge in treating conditions of neurodegenerative disorders such as glaucoma. To achieve neuroregeneration, we evaluated small molecules to target the MTOR pathway for axonal growth. In this study, 3-month-old C57BL/6J mice with equal gender distribution, a total of 2 lipid gangliosides and 4 small molecules were used. These are vehicle only, GM1, GM3, V0-Ophic, 3BDO, and Rapamycin. For each mouse, optic nerve crush was performed in one eye. At 2 days post injury, the same eye had an intravitreal injection of one or a combination of the small molecules noted above. Two days before euthanasia (Day 12), fluorophore 488 coupled cholera toxin B (CTB-488) was injected intravitreally for axonal imaging at endpoints. After animals were euthanized, optic nerves were collected by dissection. Three identical biological replicates for each treatment group (that were not injected with CTB-488) were analyzed by mass spectrometry. Protein extraction was carried out by homogenization of the tissue in extraction buffer (Triethylammonium bicarbonate buffer, Sodium Chloride and Sodium dodecyl sulfate). Protein amounts were estimated and normalized across experimental samples via densitometry. Samples were reduced using Tris(2-carboxyethyl) phosphine hydrochloride, alkylated with iodoacetamide, and digested overnight with trypsin. TMT (Tandem Mass Tag) labelling was carried out using 3 sets of 13 tags from a 16plex TMT kit for quantification. Samples were combined, dried, and fractionated. Untargeted liquid chromatography-mass spectrometry was performed on an Easy-nLC 1000 liquid chromatograph coupled to a QExactive mass spectrometer (LC-MS/MS). Data analysis was performed using Proteome Discoverer 3.0 and Graph Pad Prism 10. Raw mass spectrometry data files were analyzed using Proteome Discoverer 3.0. The mouse proteome was downloaded from UniProt and used as the target database for protein identification. Max missed cleavage site was set to 2 and minimum peptide length to 6. Precursor Mass Tolerance was set to 10ppm and Fragment Mass Tolerance to 0.02 Da. Post-translational modifications for experimental proteins included oxidation, acetylation, carbamidomethylation and TMTpro. The Normalization was set to total peptide amount and confidence to low.
DOI: 10.34740/kaggle/dsv/7465983
title: Thames Water Daily Sewage Releases (Aggregated)
DOI: 10.3886/d9g4-2n72
title: Liberia Compact - Mt. Coffee and Capacity Building and Sector Reform: Final Analysis Report
DOI: 10.17861/4616a665-9166-4a45-8541-c643e58d7054
title: Direct C-H Amidation of 1,3-Azoles: Light-Mediated, Photosensitiser-Free vs. Thermal

description: RAW NMR files, RAW data for UV-vis, IR spectra, Mass spec,
DOI: 10.5281/zenodo.10558078
title: Research Trends in the Use of the Internet of Things in Sustainability Practices: Proposed Research Agenda
DOI: 10.5281/zenodo.10558059
title: Research Trends in the Use of the Internet of Things in Sustainability Practices: Proposed Research Agenda
DOI: 10.5281/zenodo.10558060
title: Research Trends in the Use of the Internet of Things in Sustainability Practices: Proposed Research Agenda
DOI: 10.6084/m9.figshare.25050044
title: Electron micrograph morphometry data

description: Electron micrographs were taken of a total of 9 cardiac myocytes from mice at embryonic day (E) 9.5, 11.5, 13.5, and 16.5, postnatal day (P) 1 and 7, weaning, and adult mice. In E11.5 and 13.5 hearts, data was obtained from both wall and trabecular myocytes. Two genotypes were examined: Wild type C57Bl/6N and Cyclophilin D (PPIF) knockout mice on a mixed background. Morphometry measuring shape descriptors of the cell, nucleus, contractile apparatus, and mitochondria was performed. Spreadsheet are provided of raw data that is compiled for area, perimeter, aspect ratio, form factor, and Feret diameter of mitochondria as well as for the area of the cell composed of nuclei, contractile apparatus, and mitochondria. Finally, a spreadsheet is provided of data from statistical analysis (GraphPad Prism) comparing these parameters between ages and genotypes.Note that images from which these data are derived are also provided in this project.
DOI: 10.6084/m9.figshare.25049783
title: Sucrose challenge symptoms data

description: Our study addresses a significant diagnostic challenge in the field of gastroenterology – the diagnosis of Congenital Sucrase Isomaltase Deficiency (CSID). CSID is a genetic carbohydrate malabsorption disorder characterized by insufficient sucrase-isomaltase activity, resulting in chronic post-prandial gastrointestinal symptoms. CSID has historically been characterized as a pediatric condition primarily diagnosed through testing for disaccharidase activity in duodenal biopsies obtained during an esophagogastroduodenoscopy (EGD) examination. However, this invasive diagnostic method is not routinely used to diagnosis carbohydrate malabsorption in adults. Recent evidence indicates that CSID persists into adulthood, often escaping diagnosis during childhood. Notably, the diagnostic approach for CSID in adults remains underexplored, and there is a scarcity of published studies in this area.Diagnosis of CSID is difficult due to overlapping symptoms with other gastrointestinal disorders. One of the key strengths of our study is its real-world applicability. Instead of relying on invasive procedures or laboratory-based tests, we explored a simple and non-invasive approach. We asked CSID patients and healthy individuals to self-report the severity of gastrointestinal symptoms following a sucrose challenge, effectively simulating conditions that patients might experience at home. This approach provides valuable insights into symptomatology that are often missed in clinical settings. Our study addresses this gap by presenting the first comprehensive investigation into the diagnostic approach for CSID in adults. We believe that our findings offer valuable insights into the diagnosis of CSID in the adult population and contribute to a deeper understanding of this condition.
DOI: 10.6084/m9.figshare.25049783.v1
title: Sucrose challenge symptoms data

description: Our study addresses a significant diagnostic challenge in the field of gastroenterology – the diagnosis of Congenital Sucrase Isomaltase Deficiency (CSID). CSID is a genetic carbohydrate malabsorption disorder characterized by insufficient sucrase-isomaltase activity, resulting in chronic post-prandial gastrointestinal symptoms. CSID has historically been characterized as a pediatric condition primarily diagnosed through testing for disaccharidase activity in duodenal biopsies obtained during an esophagogastroduodenoscopy (EGD) examination. However, this invasive diagnostic method is not routinely used to diagnosis carbohydrate malabsorption in adults. Recent evidence indicates that CSID persists into adulthood, often escaping diagnosis during childhood. Notably, the diagnostic approach for CSID in adults remains underexplored, and there is a scarcity of published studies in this area.Diagnosis of CSID is difficult due to overlapping symptoms with other gastrointestinal disorders. One of the key strengths of our study is its real-world applicability. Instead of relying on invasive procedures or laboratory-based tests, we explored a simple and non-invasive approach. We asked CSID patients and healthy individuals to self-report the severity of gastrointestinal symptoms following a sucrose challenge, effectively simulating conditions that patients might experience at home. This approach provides valuable insights into symptomatology that are often missed in clinical settings. Our study addresses this gap by presenting the first comprehensive investigation into the diagnostic approach for CSID in adults. We believe that our findings offer valuable insights into the diagnosis of CSID in the adult population and contribute to a deeper understanding of this condition.
DOI: 10.5519/qd.05n178xj
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (27 records)
DOI: 10.5281/zenodo.10558095
title: INJURY PREVENTION: FREESTYLERS' AWARENESS OF FIS CODE OF CONDUCT FOR SNOWPARKS (10.3390/ijerph17010308)
DOI: 10.5281/zenodo.10558096
title: INJURY PREVENTION: FREESTYLERS' AWARENESS OF FIS CODE OF CONDUCT FOR SNOWPARKS (10.3390/ijerph17010308)
DOI: 10.6084/m9.figshare.25050284
title: Metabolomics data, Wild type and Cyclophilin D KO mice, throughout development

description: Targeted metabolomics was performed on heart ventricles harvested from mice at embryonic day (E) 9.5, 11.5, 13.5, and 16.5, postnatal day (P) 1 and 7, weaning, and adult mice. Two genotypes were examined: Wild type C57Bl/6N and Cyclophilin D (PPIF) knockout mice on a mixed background. Description of analysis is present in the first tab "Information."
DOI: 10.6084/m9.figshare.25050284.v1
title: Metabolomics data, Wild type and Cyclophilin D KO mice, throughout development

description: Targeted metabolomics was performed on heart ventricles harvested from mice at embryonic day (E) 9.5, 11.5, 13.5, and 16.5, postnatal day (P) 1 and 7, weaning, and adult mice. Two genotypes were examined: Wild type C57Bl/6N and Cyclophilin D (PPIF) knockout mice on a mixed background. Description of analysis is present in the first tab "Information."
DOI: 10.34740/kaggle/dsv/7466063
title: Microbiome Megachile rotundata
DOI: 10.34740/kaggle/dsv/7466068
title: Microbiome Megachile rotundata
DOI: 10.5281/zenodo.10558133
title: SNOWBOARDERS' KNOWLEDGE OF THE FIS RULES FOR CONDUCT ON SKI SLOPES (10.3390/ijerph17010316)
DOI: 10.5281/zenodo.10558134
title: SNOWBOARDERS' KNOWLEDGE OF THE FIS RULES FOR CONDUCT ON SKI SLOPES (10.3390/ijerph17010316)
DOI: 10.34740/kaggle/dsv/7466071
title: Microbiome Megachile rotundata
DOI: 10.48432/oi7bfg
title: eContaFruto MOrangeT:

description: eContaFruto MOrangeT: Base de dados para rastreamento de laranjas por imagem Base de dados para rastreamento de laranjas em campo, desenvolvida no projeto eContaFruto (parceria Embrapa Agricultural Digital e PES/Fundecitrus). Esta base utiliza o formato de arquivos proposto pelo MOT Challenge, descrito por Milan et al. (2016). A base é identificada pelo DOI 10.48432/OI7BFG. Banner - laranja rastreada Por que esta base foi criada? Esta base foi criada para a avaliação de sistemas de contagem de frutos (laranjas) em imagens. A detecção de frutos em imagens é uma etapa importante no processo de contagem de frutos. Para o treinamento de detectores de laranjas, outra base de dados foi criada, a eContaFruto OranDet. Porém, a detecção de frutos não é suficiente para o problema de contagem: devido às dimensões da laranjeira, ao espaçamento entre as plantas, à resolucão e à largura de campo das câmeras, um processo de varredura deve ser realizado. Nessa varredura, envolvendo diversas imagens (ou sequências de vídeo), os mesmos frutos são vistos repetidas vezes, alguns deles saindo e retornando ao campo de visão da câmera. Oclusões por galhos, folhas ou mesmo outros frutos são comuns, fazendo com que o fruto desapareça e retorne diversas vezes à cena. Um processo de contagem de frutos acurado deve ser capaz de identificar apropriadamente os frutos, evitando contabilizar a mesma laranja mais de uma vez. No projeto eContaFruto, abordamos esse problema como um problema de rastreamento múltiplo de objetos (multiple object tracking - MOT) com relocalização tridimensional. A presente base de dados permite a avaliação de algoritmos para detecção, rastreamento e localização de laranjas, a partir de ground-truth produzido para sequências de imagens obtidas em campo. Para uma descrição completa da base de dados, consulte o arquivo LEIAME.md.
DOI: 10.34740/kaggle/dsv/7466094
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.34740/kaggle/dsv/7466093
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.5281/zenodo.10558150
title: INJURY PREVENTION: INDIVIDUAL FACTORS AFFECTING ADULT RECREATIONAL SNOWBOARDERS' ACTUAL AND ESTIMATED SPEEDS ON REGULAR SLOPES (10.1371/journal.pone.0246931)
DOI: 10.5281/zenodo.10558151
title: INJURY PREVENTION: INDIVIDUAL FACTORS AFFECTING ADULT RECREATIONAL SNOWBOARDERS' ACTUAL AND ESTIMATED SPEEDS ON REGULAR SLOPES (10.1371/journal.pone.0246931)
DOI: 10.5281/zenodo.10558021
title: Centripetal integration of past events in hippocampal astrocytes regulated by locus coeruleus

description: Raw data of astrocytic calcium imaging

Example raw data of calcium imaging of astrocytes in hippocampus of behaving mice. The example includes recording segments with spontaneous behavior and behavior-evoked astrocytic activity, as well as recording segments with optogenetic stimulation of the locus coeruleus with opto-evoked responses. The main goal of the dataset is to convey an impression of raw data quality.

Raw calcium imaging data

The raw calcium imaging data are in the folder 2023-05-11. Each subfolder contains data from three simultaneously acquired imaging planes as .tif files. Between recording segments, a short break was made due to limitations of the data acquisition software. Recordings have already been motion-corrected using non-rigid motion correction. Layer 1 was recorded typically around the pyramidal layer or more ventrally; Layer 2 was typically recorded at the pyramidal layer or more dorsally; Layer 3 (analyzed for the manuscript) was recorded in the stratum oriens of CA1. The extracted average activity across planes is saved as a .mat file in each subfolder for convenient inspection. 

Behavior videos

Behavior videos are saved in the main folder as *.avi files. Their sequence corresponds to the calcium imaging subfolders. The behavioral videos are used to extract face/paw motion as well as pupil diameter as described in the associated manuscript.

Recorded behavioral events

Additional behavioral or experimental events are save in *.mat files (to be opened with MATLAB or Python's scipy.io module). These metadata include the locomotion of the animal (time_running and running), the times of sugar rewards (reward_times) and, when applicable, the timing and properties of optogenetic stimulation (opto_times and opto_protocols).

Relative timing of behavioral and calcium data

Calcium imaging data were recorded at a different framerate and with a small temporal offset compared to the behavioral videos and the behaviorally recorded events. This raw data example mainly serves to illustrate raw data quality and therefore does not include scripts to synchronize behavioral to calcium imaging data. If such a synchronization is necessary to judge the data, please get in touch with the corresponding authors (p.t.r.rupprecht+centripetal+propagation@gmail.com).
DOI: 10.5281/zenodo.10558020
title: Centripetal integration of past events in hippocampal astrocytes regulated by locus coeruleus

description: Raw data of astrocytic calcium imaging

Example raw data of calcium imaging of astrocytes in hippocampus of behaving mice. The example includes recording segments with spontaneous behavior and behavior-evoked astrocytic activity, as well as recording segments with optogenetic stimulation of the locus coeruleus with opto-evoked responses. The main goal of the dataset is to convey an impression of raw data quality.

Raw calcium imaging data

The raw calcium imaging data are in the folder 2023-05-11. Each subfolder contains data from three simultaneously acquired imaging planes as .tif files. Between recording segments, a short break was made due to limitations of the data acquisition software. Recordings have already been motion-corrected using non-rigid motion correction. Layer 1 was recorded typically around the pyramidal layer or more ventrally; Layer 2 was typically recorded at the pyramidal layer or more dorsally; Layer 3 (analyzed for the manuscript) was recorded in the stratum oriens of CA1. The extracted average activity across planes is saved as a .mat file in each subfolder for convenient inspection. 

Behavior videos

Behavior videos are saved in the main folder as *.avi files. Their sequence corresponds to the calcium imaging subfolders. The behavioral videos are used to extract face/paw motion as well as pupil diameter as described in the associated manuscript.

Recorded behavioral events

Additional behavioral or experimental events are save in *.mat files (to be opened with MATLAB or Python's scipy.io module). These metadata include the locomotion of the animal (time_running and running), the times of sugar rewards (reward_times) and, when applicable, the timing and properties of optogenetic stimulation (opto_times and opto_protocols).

Relative timing of behavioral and calcium data

Calcium imaging data were recorded at a different framerate and with a small temporal offset compared to the behavioral videos and the behaviorally recorded events. This raw data example mainly serves to illustrate raw data quality and therefore does not include scripts to synchronize behavioral to calcium imaging data. If such a synchronization is necessary to judge the data, please get in touch with the corresponding authors (p.t.r.rupprecht+centripetal+propagation@gmail.com).
DOI: 10.5281/zenodo.10558169
title: MANAGING RISK IN SKI RESORTS: ENVIRONMENTAL FACTORS AFFECTING ACTUAL AND ESTIMATED SPEED ON SIGNPOSTED GROOMED SLOPES IN A COHORT OF ADULT RECREATIONAL ALPINE SKIERS (10.1371/journal.pone.0256349)
DOI: 10.5281/zenodo.10558170
title: MANAGING RISK IN SKI RESORTS: ENVIRONMENTAL FACTORS AFFECTING ACTUAL AND ESTIMATED SPEED ON SIGNPOSTED GROOMED SLOPES IN A COHORT OF ADULT RECREATIONAL ALPINE SKIERS (10.1371/journal.pone.0256349)
DOI: 10.34740/kaggle/dsv/7466137
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.34740/kaggle/dsv/7466141
title: Microbiome Megachile rotundata
DOI: 10.34740/kaggle/dsv/7466144
title: Full TMDB Movies Dataset 2023 (930K Movies)
DOI: 10.5281/zenodo.10558179
title: MANAGING ACCIDENT PREVENTION IN SKI RESORTS: PARTICIPANTS ACTUAL VELOCITIES IN SLOW ZONES (10.3390/ijerph20075302)
DOI: 10.5281/zenodo.10558180
title: MANAGING ACCIDENT PREVENTION IN SKI RESORTS: PARTICIPANTS ACTUAL VELOCITIES IN SLOW ZONES (10.3390/ijerph20075302)
DOI: 10.6073/pasta/81e5cfd04d6a2f4529058cae6ab127e5
title: Climate data for saddle data logger (CR1000), 2014 - ongoing, 10 minute.

description: Climatological data were collected from the saddle climate station
 on Niwot Ridge (3525 m elevation) throughout the year. Data were
 recorded using a Campbell Instruments CR1000 data logger. Maximum
 and minimum values are recorded instantaneously, with a sampling
 interval of 5 seconds. This instrument was programmed to generate 10
 minute output starting in September 2014. These data represent the
 native (10-minute) resolution data from that point from onward, with
 quality flags applied but no data removed.
DOI: 10.34740/kaggle/dsv/7466166
title: Bank Churn Prediction
DOI: 10.5517/ccdc.csd.cc2d19g7
title: CCDC 2205788: Experimental Crystal Structure Determination

description: Related Article: Liton Seikh, Suman Dhara, Ajit Kumar Singh, Aditi Singh, Sanchaita Dey, Arindam Indra, Goutam Kumar Lahiri|2024|Dalton Trans.|53|1746|doi:10.1039/D3DT02925E
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.cc2d19h8
title: CCDC 2205789: Experimental Crystal Structure Determination

description: Related Article: Liton Seikh, Suman Dhara, Ajit Kumar Singh, Aditi Singh, Sanchaita Dey, Arindam Indra, Goutam Kumar Lahiri|2024|Dalton Trans.|53|1746|doi:10.1039/D3DT02925E
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.cc2d19j9
title: CCDC 2205790: Experimental Crystal Structure Determination

description: Related Article: Liton Seikh, Suman Dhara, Ajit Kumar Singh, Aditi Singh, Sanchaita Dey, Arindam Indra, Goutam Kumar Lahiri|2024|Dalton Trans.|53|1746|doi:10.1039/D3DT02925E
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.