cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22002/88ak5-5r906
title: C157_2_NocsynchHela

description: single tilt. constant angular increment, step: 1.0. tilt range: (-60, 60).         dosage: 150/A2. magnification: 22500
description: <strong>Tilt Series Date:</strong> 2012-12-08</p>
<strong>Data Taken By:</strong> Cora Woodward</p>
<strong>Species / Specimen:</strong> HUVECs</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.5°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: None μm,  magnification: 22500x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> UCSFTomo</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2012-12-08-3/rawdata/</p>12dec08_c157_3_AT1_tgt0004_man4.mrc,  Tilt Series (Pixel Size 0.49 nm), 2.3 GB  
        
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        > <i class="download icon"></i> Download </a></p>

        12dec08_c157_3_AT1_tgt0004_man4_full.rec,  Reconstruction (Pixel Size 1.96 nm), 530.0 MB  
        
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DOI: 10.17632/k6gy3zzcph
title: Dataset of Design-Based Laboratories for Mechanical Vibrations: Active Learning Approaches in Engineering Education

description: This file presents the dataset of three projects that were developed for educational mechanical vibration laboratories.
Project1: Acquisition vibration signals with accelerometers and converting units.
Project 2: Acquisition of vibration signals and analysis in the time and frequency domain. Identify the aliasing effect.
Project 3: Acquisition of input and output signals from a beam for an impulse input. Obtaining the frequency response function and damping parameters.
Location: Vibration Lab, UNESP, Ilha Solteira - SP, Brazil.
DOI: 10.22002/xvkxc-4rm72
title: Campylobacter jejuni

description: Session notes: Campy motB deletion
description: <strong>Tilt Series Date:</strong> 2012-01-02</p>
<strong>Data Taken By:</strong> Morgan Beeby</p>
<strong>Species / Specimen:</strong> Campylobacter jejuni</p>
<strong>Strain:</strong> subsp. jejuni 81116</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-66.0°, 66.0°), step: 1.5°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: 15.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> </p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2012-01-02-3/rawdata/</p>12jan02b_motB_0008.st,  Tilt Series (Pixel Size 0.774 nm), 743.2 MB  
        
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        > <i class="download icon"></i> Download </a></p>

        12jan02b_motB_0008.rec,  Reconstruction (Pixel Size 0.78 nm), 9.3 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.17632/k6gy3zzcph.1
title: Dataset of Design-Based Laboratories for Mechanical Vibrations: Active Learning Approaches in Engineering Education

description: This file presents the dataset of three projects that were developed for educational mechanical vibration laboratories.
Project1: Acquisition vibration signals with accelerometers and converting units.
Project 2: Acquisition of vibration signals and analysis in the time and frequency domain. Identify the aliasing effect.
Project 3: Acquisition of input and output signals from a beam for an impulse input. Obtaining the frequency response function and damping parameters.
Location: Vibration Lab, UNESP, Ilha Solteira - SP, Brazil.
DOI: 10.22002/r66vd-3br98
title: Sulfolobus solf. p2 division

description: Division
description: <strong>Tilt Series Date:</strong> 2014-01-07</p>
<strong>Data Taken By:</strong> Rasika Ramdasi</p>
<strong>Species / Specimen:</strong> Sulfolobus solfataricus </p>
<strong>Strain:</strong> P2</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-55.0°, 55.0°), step: 1.0°, constant angular increment, dosage: 130.0 eV/Å²,  defocus: -10.0 μm,  magnification: 22500x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/rra2014-01-07-2/rawdata/</p>ssop2boz0002.mrc,  Tilt Series (Pixel Size 0.48 nm), 3.2 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/rra2014-01-07-2/rawdata/ssop2boz0002.mrc"
        > <i class="download icon"></i> Download </a></p>

        ssop2boz0002_full.rec,  Reconstruction (Pixel Size 1.92 nm), 623.6 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.17632/39t64w2rs2
title: Replication folder and dataset for dynamics of exchange rate pass-through: the role of pricing strategies and economic shocks

description: This dataset and accompanying replication codes evaluates the exchange rate pass-through under alternative pricing strategies. The included files contain the necessary codes for both prior and posterior estimations, accompanied by comparison plots that illustrate the differences between these estimates. The codes also generate impulse response functions to visualize the effects of various economic shocks under each pricing strategy. To quantify the contribution of specific shocks to the target variable's fluctuations, the codes perform a variance decomposition analysis. Further, they also produce plots of the smoothed shocks, allowing for an examination of how shock dependencies evolve over time. Finally, for robustness analysis, the dataset includes codes to perform a moment comparison, which assesses the consistency between historical data and model-simulated data.
DOI: 10.17632/39t64w2rs2.2
title: Replication folder and dataset for dynamics of exchange rate pass-through: the role of pricing strategies and economic shocks

description: This dataset and accompanying replication codes evaluates the exchange rate pass-through under alternative pricing strategies. The included files contain the necessary codes for both prior and posterior estimations, accompanied by comparison plots that illustrate the differences between these estimates. The codes also generate impulse response functions to visualize the effects of various economic shocks under each pricing strategy. To quantify the contribution of specific shocks to the target variable's fluctuations, the codes perform a variance decomposition analysis. Further, they also produce plots of the smoothed shocks, allowing for an examination of how shock dependencies evolve over time. Finally, for robustness analysis, the dataset includes codes to perform a moment comparison, which assesses the consistency between historical data and model-simulated data.
DOI: 10.22002/2pfyg-cdf13
title: Campylobacter jejuni

description: Session notes: Campy motB deletion
description: <strong>Tilt Series Date:</strong> 2012-01-02</p>
<strong>Data Taken By:</strong> Morgan Beeby</p>
<strong>Species / Specimen:</strong> Campylobacter jejuni</p>
<strong>Strain:</strong> subsp. jejuni 81116</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-66.0°, 66.0°), step: 1.5°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: 15.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> </p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2012-01-02-10/rawdata/</p>12jan02b_motB_0019.st,  Tilt Series (Pixel Size 0.774 nm), 743.2 MB  
        
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        > <i class="download icon"></i> Download </a></p>

        12jan02b_motB_0019.rec,  Reconstruction (Pixel Size 0.78 nm), 9.5 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.17632/xkcjp7npyj
title: Soil physicochemical analysis and NDVI clusters in Northern Algeria (2024)

description: Soil physicochemical analysis and NDVI clusters in Northern Algeria (2024)
DOI: 10.17632/xkcjp7npyj.1
title: Soil physicochemical analysis and NDVI clusters in Northern Algeria (2024)

description: Soil physicochemical analysis and NDVI clusters in Northern Algeria (2024)
DOI: 10.22002/ppdb5-kjc65
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2013-07-31</p>
<strong>Data Taken By:</strong> Cora Woodward</p>
<strong>Species / Specimen:</strong> Unspecified</p>
<strong>Strain:</strong> None</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.5°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19000x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/cwl2013-07-31-1/rawdata/</p>20130730_C165_4_0001.mrc,  Tilt Series (Pixel Size 0.56 nm), 2.2 GB  
        
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        20130730_C165_4_0001_full.rec,  Reconstruction (Pixel Size 2.24 nm), 516.7 MB  
        
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DOI: 10.17632/tnjzrbnsm9
title: Epidermal hydrodynamics in plant shoot meristem

description: This dataset contains the original data for SRS (stimulated Raman scattering) analysis of water transport in the Arabidopsis shoot apical meristem, along with quantification data for OsPIP1;1 gene expression in natural rice accessions and fluorescence intensity measurements for ATML1 and PIP2;5 reporters in Arabidopsis.
DOI: 10.17632/tnjzrbnsm9.1
title: Epidermal hydrodynamics in plant shoot meristem

description: This dataset contains the original data for SRS (stimulated Raman scattering) analysis of water transport in the Arabidopsis shoot apical meristem, along with quantification data for OsPIP1;1 gene expression in natural rice accessions and fluorescence intensity measurements for ATML1 and PIP2;5 reporters in Arabidopsis.
DOI: 10.15468/dl.3jsdk9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras reticulatum",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033307-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gpvrnphw66
title: 3D Human Pose Point Cloud Data of Light Detection and Ranging (LiDAR)

description: This dataset contains 3D human pose point cloud data of four basic human poses demonstrated by one male talent. These basic human poses include hands-to-the-side, sit-down, squat-down, and stand-up. The total dataset consists of 1,400 3D human point cloud data, where 1,120 are training data and 280 are testing data. Each class consists of 280 data. The distribution of the training data and testing data is as follows: the training data has a distribution of 80%, and the testing data has a distribution of 20%.
DOI: 10.17632/gpvrnphw66.3
title: 3D Human Pose Point Cloud Data of Light Detection and Ranging (LiDAR)

description: This dataset contains 3D human pose point cloud data of four basic human poses demonstrated by one male talent. These basic human poses include hands-to-the-side, sit-down, squat-down, and stand-up. The total dataset consists of 1,400 3D human point cloud data, where 1,120 are training data and 280 are testing data. Each class consists of 280 data. The distribution of the training data and testing data is as follows: the training data has a distribution of 80%, and the testing data has a distribution of 20%.
DOI: 10.15468/dl.stjfaj
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras reticulatum",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033305-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wm9xxnwy8s
title: Fungal 1-Cys Peroxiredoxins Subvert Plant Immunity by Scavenging Host Nuclear H2O2
DOI: 10.15468/dl.nkkv9v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras reticulatum",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033306-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wm9xxnwy8s.1
title: Fungal 1-Cys Peroxiredoxins Subvert Plant Immunity by Scavenging Host Nuclear H2O2
DOI: 10.17632/27cvvyp8xv.1
title: Model of REY cycling in redox stratified basin

description: The supplementary material includes Tables S1-S2, which provide data on Fe species, Fe isotopes, and major and trace elements of shales, as well as major and trace elements of in-situ minerals (goethite, dolomite, and apatite) from this study.
DOI: 10.17632/sjgf3ccy5n
title: Preparation and application progress of broad-spectrum recognition nucleic acid aptamers for small molecular chemical pollutants

description: Supporting Information for a review published in Chinese Journal of Veterinary Medicine (2024, 60(11), 85-97, https://link.oversea.cnki.net/doi/10.20157/j.cnki.zgsyzz.2024.11.012) with Supplementary Table 1 "Sequences, preparation methods, equilibrium dissociation constants (KD) or relative affinities (RA), and their corresponding determination methods of group-specific aptamers against small molecule chemical contaminants" and Supplementary Table 2 "Application of group-specific aptamers in rapid detection of small molecule chemical contaminants" being included.
DOI: 10.17632/sjgf3ccy5n.3
title: Preparation and application progress of broad-spectrum recognition nucleic acid aptamers for small molecular chemical pollutants

description: Supporting Information for a review published in Chinese Journal of Veterinary Medicine (2024, 60(11), 85-97, https://link.oversea.cnki.net/doi/10.20157/j.cnki.zgsyzz.2024.11.012) with Supplementary Table 1 "Sequences, preparation methods, equilibrium dissociation constants (KD) or relative affinities (RA), and their corresponding determination methods of group-specific aptamers against small molecule chemical contaminants" and Supplementary Table 2 "Application of group-specific aptamers in rapid detection of small molecule chemical contaminants" being included.
DOI: 10.17632/xfgmmhxygj
title: Geochemistry of Phillipsite in Abyssal Sediments: Indications of False Rare Earth Element Enrichment

description: Major and REY and other trace element (ppm) compositions of phillipsites
DOI: 10.17632/xfgmmhxygj.1
title: Geochemistry of Phillipsite in Abyssal Sediments: Indications of False Rare Earth Element Enrichment

description: Major and REY and other trace element (ppm) compositions of phillipsites
DOI: 10.17632/gpmkcddtxg
title: AI for Learning OOP JAVA

description: The study employed a quantitative survey methodology. Data were collected through a digital questionnaire (Google Forms) using a 5-point Likert scale response format. The participant pool consisted of students engaged in learning object-oriented programming, with deliberate inclusion of those who supplemented their studies with AI and those who did not.
DOI: 10.17632/gpmkcddtxg.1
title: AI for Learning OOP JAVA

description: The study employed a quantitative survey methodology. Data were collected through a digital questionnaire (Google Forms) using a 5-point Likert scale response format. The participant pool consisted of students engaged in learning object-oriented programming, with deliberate inclusion of those who supplemented their studies with AI and those who did not.
DOI: 10.17632/n38mgfwzgy
title: EXAMINING THE IMPACT OF POSITIONAL RELEASE TECHNIQUE (PRT) VS CONVENTIONAL THERAPY ON PATIENTS WITH KNEE OSTEOARTHRITIS: A RANDOMISED CONTROLLED TRIAL

description: Knee Osteoarthritis (KOA) is a prevalent degenerative joint disorder that leads to chronic pain, stiffness, and reduced functional mobility. Conventional physiotherapy approaches aim to manage symptoms but often provide limited long-term relief. Positional Release Technique (PRT) is a gentle manual therapy method that reduces musculoskeletal discomfort by positioning the affected tissues in their most relaxed state, thereby facilitating pain reduction and functional improvement. This randomized controlled trial was conducted to compare the effectiveness of PRT versus conventional therapy in patients with knee osteoarthritis. Outcomes assessed included pain intensity, range of motion, and functional performance. The dataset provides clinical measures and intervention details that may assist future physiotherapy research and clinical applications in the management of KOA.
DOI: 10.15468/dl.2d8wcd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.71918 16.51543,-76.28082 16.51543,-76.28082 27.48457,-103.71918 27.48457,-103.71918 16.51543))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sanopus reticulatus"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033308-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n38mgfwzgy.1
title: EXAMINING THE IMPACT OF POSITIONAL RELEASE TECHNIQUE (PRT) VS CONVENTIONAL THERAPY ON PATIENTS WITH KNEE OSTEOARTHRITIS: A RANDOMISED CONTROLLED TRIAL

description: Knee Osteoarthritis (KOA) is a prevalent degenerative joint disorder that leads to chronic pain, stiffness, and reduced functional mobility. Conventional physiotherapy approaches aim to manage symptoms but often provide limited long-term relief. Positional Release Technique (PRT) is a gentle manual therapy method that reduces musculoskeletal discomfort by positioning the affected tissues in their most relaxed state, thereby facilitating pain reduction and functional improvement. This randomized controlled trial was conducted to compare the effectiveness of PRT versus conventional therapy in patients with knee osteoarthritis. Outcomes assessed included pain intensity, range of motion, and functional performance. The dataset provides clinical measures and intervention details that may assist future physiotherapy research and clinical applications in the management of KOA.
DOI: 10.17632/kgngzzs5c8
title: Text Script Analytics Code for Automatic Video Generation

description: This Python notebook (research work) provides a comprehensive solution for text analysis and hint extraction that will be useful for making computational scenes using input text .

It includes a collection of functions that can be used to preprocess textual data, extract information such as characters, relationships, emotions, dates, times, addresses, locations, purposes, and hints from the text.

Key Features:

Preprocessing Collected Data: The notebook offers preprocessing capabilities to remove unwanted strings, normalize text data, and prepare it for further analysis.
Character Extraction: The notebook includes functions to extract characters from the text, count the number of characters, and determine the number of male and female characters.
Relationship Extraction: Functions are provided to calculate possible relationships among characters and extract the relationship names.
Dominant Emotion Extraction: The notebook includes a function to extract the dominant emotion from the text.
Date and Time Extraction: Functions are available to extract dates and times from the text, including handling phrases like "before," "after," "in the morning," and "in the evening."
Address and Location Extraction: The notebook provides functions to extract addresses and locations from the text, including identifying specific places like offices, homes, rooms, or bathrooms.
Purpose Extraction: Functions are included to extract the purpose of the text.
Hint Collection: The notebook offers the ability to collect hints from the text based on specific keywords or phrases.
Sample Implementations: Sample Python code is provided for each function, demonstrating how to use them effectively.
This notebook serves as a valuable resource for text analysis tasks, assisting in extracting essential information and hints from textual data. It can be used in various domains such as natural language processing, sentiment analysis, and information retrieval. The code is well-documented and can be easily integrated into existing projects or workflows.