cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/e6bc4fbf687ce05351c2ab008f3eac39
title: North Temperate Lakes LTER: Macrophyte Biomass - Trout Lake 1983 - current

description: These data are collected to document and characterize the submersed macrophytes of Trout Lake and to evaluate their long-term dynamics and interactions with other compartments of the ecosystem. Four sites along the shoreline of Trout Lake have been sampled annually in August along permanent line transects. This dataset includes biomass per m2 for individual species at three depths along the transect. These data are useful in determining the annual variability of the submersed macrophytes and providing information on the effects of the invasion of an introduced crayfish Sampling Frequency: annually during summer Number of sites: 4
DOI: 10.17632/3j9yh8znj4.1
title: Bike&Safe

description: This dataset is part of an article paper:

Blauth da Silva, Germano; Tavares, João (2022). Bike&Safe: A model to support cyclist accident prevention in smart cities.

Abstract: 

A model to support cyclist accident prevention in smart cities. 

This dataset collects data from the accelerometer, gyroscope, magnetometer, and GPS sensors of the smartphone positioned on the handlebar of the bicycle.

The coordinate system is defined relative to the screen of the phone in its default orientation. The axes are not swapped when the device's screen orientation changes.
The X axis is horizontal and points to the right, the Y axis is vertical and points up and the Z axis points towards the outside of the front face of the screen. In this system, coordinates behind the screen have negative Z values.

Dataset Information:

1. The dataset was recorded in three different routes. Each route goes from point A to point B, via roads.
2. Each scenario was recorded 3 times
3. The routes are informed below:

First route: https://bit.ly/3NsJ3vx

Second route: https://bit.ly/3DR3jUk

Third route: https://bit.ly/3TXFlMU

Relevant Information:

1. The dataset collects data from an Android smartphone which is positioned on the handlebar of the bicycle.
2. The data sensors collected are accelerometer, gyroscope, magnetometer, and GPS.
3. The sampling frequency of the sensors is DELAY_FASTEST - 20 milliseconds for accelerometer, gyroscope and magnetometer.
4. Each recording generated four files:
     i. Accelerometer.
     ii. Gyroscope.
     iii. Magnetometer.
     iv. GPS.
5. The three first files contain the following information:
     Timestamp, Id, x axis, y axis, z axis.
6. GPS file contains the following information:
     Timestamp, Id, Latitude, Longitude, Sensor speed.
7. Data format: CSV
DOI: 10.17632/3j9yh8znj4.2
title: Bike&Safe Dataset

description: This dataset is part of a paper:

Blauth da Silva, Germano; Tavares, João (2022). Bike&Safe: A model to support cyclist accident prevention in smart cities.

Abstract: 

A model to support cyclist accident prevention in smart cities. 

This dataset collects data from the accelerometer, gyroscope, magnetometer, and GPS sensors of the smartphone positioned on the handlebar of the bicycle.

The coordinate system is defined relative to the screen of the phone in its default orientation. The axes are not swapped when the device's screen orientation changes.
The X axis is horizontal and points to the right, the Y axis is vertical and points up and the Z axis points towards the outside of the front face of the screen. In this system, coordinates behind the screen have negative Z values.

Dataset Information:

1. The dataset was recorded in three different routes. Each route goes from point A to point B, via roads.
2. Each scenario was recorded 3 times
3. The routes are informed below:

First route: https://bit.ly/3NsJ3vx

Second route: https://bit.ly/3DR3jUk

Third route: https://bit.ly/3TXFlMU

Number of samples: 12
Number of Instances: 811781
Data Set Characteristics:  Sequential Data, Time Series Data, Multivariate Data, Correlation
Area: Traffic Safety 
Attribute Characteristics: Integer, Double
Number of Attributes: 5

Relevant Information:

1. The dataset collects data from an Android smartphone which is positioned on the handlebar of the bicycle.
2. The data sensors collected are accelerometer, gyroscope, magnetometer, and GPS.
3. The sampling frequency of the sensors is DELAY_FASTEST - 20 milliseconds for accelerometer, gyroscope and magnetometer.
4. Each recording generated four files:
     i. Accelerometer.
     ii. Gyroscope.
     iii. Magnetometer.
     iv. GPS.
5. The three first files contain the following information:
     Timestamp, Id, x axis, y axis, z axis.
6. GPS file contains the following information:
     Timestamp, Id, Latitude, Longitude, Sensor speed.
7. Data format: CSV
DOI: 10.17632/6x9srbfp6w.1
title: Gender Classification Using Twitter Data

description: This dataset is an expansion of the Twitter User Gender Classification dataset, which is freely available on Kaggle. The aim of this data for research is to predict user gender based on textual data available on Twitter. 

The original dataset contained 12,894 distinct male and female twitter users with one tweet each. This was significantly expanded to 269,108 tweets by the same 12,894 users where each user had multiple tweets. Expansion method was using Tweepy to access the Twitter API.

The uploaded files contains the Train and Test split used for the experiment. It contains the following:

user_id - a unique id for each user 
gender - male or female
gender:confidence -  a float representing confidence in the provided gender (1 for 100%)
created_at - date and time when the tweet was created
tweet_id - the unique id of the text of a random tweet by the users

Attached also is a simple script on Jupyter Notebook using Tweepy. This is built to retrieve a tweet’s complete information using its ID which is known as the hydration of a tweet ID. Some sample tweet id's are already in the script for testing purposes.
DOI: 10.17632/4nhx7wnny3.1
title: LINF_330037000

description: ubiquitin-conjugating enzyme | UBC1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/rs78mx86mn.1
title: LINF_330036700

description: translation initiation factor IF-2 | Eukaryotic translation initiation factor 5B
Leishmania infantum (strain JPCM5)
DOI: 10.17632/579yr7c23b.1
title: LINF_330036600

description: guide RNA associated protein 1 (GAP1) | RESC2
Leishmania infantum (strain JPCM5)
DOI: 10.17632/6dj3yx6xwg.1
title: Quantitative DNA-PAINT imaging of AMPA receptors in live neurons

description: Data repository for "Quantitative DNA-PAINT imaging of AMPA receptors in live neurons"
DOI: 10.17632/t72h4vwv8h.1
title: Feedback literacy de alumnos universitarios: revisión sistemática y síntesis cualitativa

description: Apéndice en línea del artículo Feedback literacy de alumnos universitarios: revisión sistemática y síntesis cualitativa (en prensa). 
Contiene: 1) Datos de análisis (tablas)  y referencias bibliográficas incluidas en la revisión sistemática.

Resumen del artículo: 
El feedback tiene un enorme potencial para mejorar el aprendizaje de los alumnos. Sin embargo, permanece como un potencial no realizado por diferentes factores. Entre los relacionados con los alumnos, se han señalado la falta de habilidades necesarias para recibir, interpretar y utilizar el feedback. Ese conjunto de habilidades se conoce como feedback literacy y es necesario para aprovechar todo el potencial del feedback. Este trabajo tiene como objetivo alcanzar una mejor comprensión del concepto de feedback literacy y extraer información sobre cómo desarrollar y potenciarla en los estudiantes. Para ello hemos llevado a cabo una revisión sistemática y una síntesis cualitativa de la literatura empírica disponible. Este concepto aparece como una competencia situada, multidimensional y emergente. La forma más apropiada para desarrollarla es involucrar a los alumnos en prácticas de evaluación participativa y ofrecer formación explícita sobre feedback y sobre las diferentes microhabilidades que la integran. Dado que estamos ante un tema de investigación reciente, señalamos la conveniencia de establecer qué funciona, para qué tipo de alumnos y bajo qué circunstancias a la hora de mejorar la feedback literacy. 

Palabras clave: feedback literacy; evaluación formativa; retroalimentación; educación superior
DOI: 10.17632/5j5vs5ch89.1
title: Deciphering Tumour Microenvironment of Liver Cancer through Deconvolution of Bulk RNA-seq Data with Single-cell Atlas

description: For the reproducibility of the paper "Deciphering Tumour Microenvironment of Liver Cancer through Deconvolution of Bulk RNA-seq Data with Single-cell Atlas"
DOI: 10.17632/d938kgdsym.1
title: Complete Raw Data

description: Complete raw data for Figures 1-7 and S1-S7 of Cheng et al., 2022.
DOI: 10.17632/7s4scspj2w.1
title: Cognitive evaluation, baseline-EEG, and EEG features extraction in people living with HIV

description: The ethics committee of the Autonomous University of Baja California (UABC) approved the protocol for the acquisition of electroencephalogram records. All cases used the 10-20 system to place the electrodes and 19 electrodes were used with a recording time of 16 to 21 minutes. A monopolar assembly referenced to the short-circuited earlobes, using a Medicid 4 system (Neuronic Mexicana).
During the EEG recording, the participants remained comfortably seated in a room with no light. The sampling frequency was 240Hz, with a resolution of 16 bits, a low-pass filter of 0.5 Hz, and a high-pass filter of 30 Hz, as well as a Notch filter of 50/60 Hz. 
The cases belong to adults with HIV, with a history of drug use (polydrug use, amphetamines), multiple vulnerability factors (deported migrants, homosexuality, and in some cases a history of having been in prison). The qEEG in HIV reports excess delta activity and low alpha activity. HIV-associated neurocognitive impairment or disorder can occur from an early age with impairments in memory, learning, and executive functions. In addition to age, schooling, gender, and group, the global average cognitive score obtained in the cognitive tests is also recorded, as well as the average obtained by the cognitive domain. The global average cognitive score was obtained with the cognitive tests Stroop test, Verbal Fluency test, Hopkins Learning Verbal test- Revised, and Wisconsin Sorting Card test. 
In the database, there are also data on years of evolution of HIV, functionality as scores of the Karnofsky scale, and whether there is or there isn’t impairment in the cognitive domains of information processing speed, verbal fluency, memory, and executive functioning.
DOI: 10.17632/x2nf4p9tzb.1
title: Ucad_bibliométrie

description: Ce corpus est constitué de données extraites de  WoS pour une analyse bibliométrique de la production de l’Université Cheikh Anta Diop.
DOI: 10.5281/zenodo.7319925
title: Datasets for MuSiC Compare Tutorial

description: These datasets are used for the MuSiC compare tutorial in Galaxy.
DOI: 10.5281/zenodo.7319924
title: Datasets for MuSiC Compare Tutorial

description: These datasets are used for the MuSiC compare tutorial in Galaxy.
DOI: 10.17632/2m5kbdrwsx.1
title: Dermatopathologic Features of Cutaneous Squamous Cell Carcinoma and Actinic Keratosis: Consensus Criteria and Proposed Reporting Guidelines

description: Dermatopathologic Features of Cutaneous Squamous Cell Carcinoma and Actinic Keratosis: Consensus Criteria and Proposed Reporting Guidelines
DOI: 10.17632/xvhhknmbhw.1
title: MAGI2 Ameliorates Podocyte Apoptosis via Inhibiting the TGF-β/Smad3 and TGF-β/Nephrin Signaling Pathway in Diabetic Kidney Disease

description: STAR+METHODS
DOI: 10.6084/m9.figshare.21552714
title: Supplementary_File_1

description: Passport data for all samples used in the study.
DOI: 10.6084/m9.figshare.21552714.v1
title: Supplementary_File_1

description: Passport data for all samples used in the study.
DOI: 10.6073/pasta/ff413a0c9da16264aaab6eab44e021ed
title: North Temperate Lakes LTER: Macrophyte Transects - Trout Lake 1982 - current

description: These data are collected to document and characterize the submersed macrophytes of Trout Lake to evaluate the long-term stability of this component and to interface with investigations of other compartments of the ecosystem. Four sites along the shoreline of Trout Lake have been sampled annually in August along permanent line transects. This dataset includes species presence/absence and transect summary data by depth along the transect. This information is useful in determining the annual variability of the submersed macrophytes and providing information on the effects of the invasion of an introduced crayfish Sampling Frequency: annually during summer Number of sites: 4
DOI: 10.6073/pasta/6eaf08fa2fc99b601114a1effb0e130e
title: North Temperate Lakes LTER: Macrophyte Transects - Trout Lake 1982 - current

description: These data are collected to document and characterize the submersed macrophytes of Trout Lake to evaluate the long-term stability of this component and to interface with investigations of other compartments of the ecosystem. Four sites along the shoreline of Trout Lake have been sampled annually in August along permanent line transects. This dataset includes species presence/absence and transect summary data by depth along the transect. This information is useful in determining the annual variability of the submersed macrophytes and providing information on the effects of the invasion of an introduced crayfish Sampling Frequency: annually during summer Number of sites: 4
DOI: 10.5517/ccdc.csd.cc27t1kp
title: CCDC 2079652: Experimental Crystal Structure Determination

description: Related Article: Z. A. Starikova, S. N. Osipov|2021|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.cc23qf2c
title: CCDC 1957962: Experimental Crystal Structure Determination

description: Related Article: Huizhen Li, Yunhui Li, Jiaxin Kang, Lin Fan, Qiuyu Yang, Shujun Li, Abdul Rahman, Daqi Chen|2021|New J.Chem.|45|9904|doi:10.1039/D1NJ01727F
description: Related Article: Huizhen Li|2021|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.cc27tb9q
title: CCDC 2079923: Experimental Crystal Structure Determination

description: Related Article: El-Mahdi Ourhzif, Isabelle Abrunhosa-Thomas, Pierre Chalard, Mostafa Khouili, Yves Troin, Mohamed Akssira, El Mostafa Ketatni|2021|CSD Communication|||
description: Related Article: El-Mahdi Ourhzif, Isabelle Abrunhosa-Thomas, Pierre Chalard, Mostafa Khouili, Yves Troin, Mohamed Akssira, El Mostafa Ketatni|2021|J.Mol.Struct.|1244|130947|doi:10.1016/j.molstruc.2021.130947
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.cc27tbbr
title: CCDC 2079924: Experimental Crystal Structure Determination

description: Related Article: El-Mahdi Ourhzif, Isabelle Abrunhosa-Thomas, Pierre Chalard, Mostafa Khouili, Yves Troin, Mohamed Akssira, El Mostafa Ketatni|2021|CSD Communication|||
description: Related Article: El-Mahdi Ourhzif, Isabelle Abrunhosa-Thomas, Pierre Chalard, Mostafa Khouili, Yves Troin, Mohamed Akssira, El Mostafa Ketatni|2021|J.Mol.Struct.|1244|130947|doi:10.1016/j.molstruc.2021.130947
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.cc27tbcs
title: CCDC 2079925: Experimental Crystal Structure Determination

description: Related Article: El-Mahdi Ourhzif, Isabelle Abrunhosa-Thomas, Pierre Chalard, Mostafa Khouili, Yves Troin, Mohamed Akssira, El Mostafa Ketatni|2021|CSD Communication|||
description: Related Article: El-Mahdi Ourhzif, Isabelle Abrunhosa-Thomas, Pierre Chalard, Mostafa Khouili, Yves Troin, Mohamed Akssira, El Mostafa Ketatni|2021|J.Mol.Struct.|1244|130947|doi:10.1016/j.molstruc.2021.130947
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.cc27zzpx
title: CCDC 2085360: Experimental Crystal Structure Determination

description: Related Article: Jian Kan|2021|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.cc280flb
title: CCDC 2085791: Experimental Crystal Structure Determination

description: Related Article: Yue Han|2021|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.cc28kyld
title: CCDC 2102624: Experimental Crystal Structure Determination

description: Related Article: Shan-Shan Chen, Hai-Feng Su, La-Sheng Long, Lan-Sun Zheng, Xiang-Jian Kong|2021|Inorg.Chem.|60|16922|doi:10.1021/acs.inorgchem.1c03019
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.cc28rm5v
title: CCDC 2108067: Experimental Crystal Structure Determination

description: Related Article: Rashid Mia, Peter J. Cragg, Frank R. Fronczek, Karl J. Wallace|2022|New J.Chem.|46|21278|doi:10.1039/D2NJ04014J
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.cc292ckb
title: CCDC 2117441: Experimental Crystal Structure Determination

description: Related Article: Timothy A. Ablott, Rhian Webby, Daniel R. Jenkinson, Alexandra Nikolich, Lujia Liu, Harina Amer Hamzah, Mary F. Mahon, Andrew D. Burrows, Christopher Richardson|2022|Inorg.Chem.|61|1136|doi:10.1021/acs.inorgchem.1c03334
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: 10.6073/pasta/0ce838e8e5f838fda95a65b72d6e849a
title: North Temperate Lakes LTER: Macrophyte Rating - Madison Lakes Area 1995 - current

description: Aquatic macrophytes are sampled from a boat at stations located at depths from 1 to 4 meters at 0.5-m intervals along transects perpendicular to the lake shoreline of the four primary study lakes in the Madison area (Lakes Mendota, Monona, and Wingra, and Fish Lake) from June to August. A weighted, double-headed garden rake is cast off the front left, front right, rear left, and rear right of the boat and then dragged approximately 2 meters across the bottom by means of an attached line. For each rake cast, filamentous algae and any aquatic macrophyte species present are assigned a density rating from 0-5 based on the extent of coverage of the upper rake head. Determination of extent of coverage involves judgment of the surveyor as to the number of rake teeth and area of teeth covered by each species. It is necessary to separate plants to assess individual species coverage. Ratings from the 4 rake casts at each station can be averaged to compute an overall density rating for each species found at the station.1 to 4 meters at 0.5-m intervals along transects perpendicular to the lake shoreline of the four primary study lakes in the Madison area (Lakes Mendota, Monona, and Wingra, and Fish Lake) from June to August. A weighted, double-headed garden rake is cast off the front left, front right, rear left, and rear right of the boat and then dragged approximately 2 meters across the bottom by means of an attached line. In addition (see related data set: Macrophyte Weight --- Madison Lakes Area), the total plant mass and the total filamentous algae mass in each tow is measured. To the maximum extent possible, water is squeezed from the plants to minimize the amount of water present in the final weight. Weights are recorded in the boat using field scales. Weights from the 4 rake casts at each station can be averaged to compute overall average weights for plant mass and for filamentous algae mass at the station. Sampling Frequency: annually during summer Number of sites: 4
DOI: 10.17632/hdh3svmbcb.1
title: Assessing agro-morphological variability in foxtail millet [Setaria italica (L.) Beauv.] genotypes using multivariate analysis

description: The data set consists of averaged quantitative data taken from sample of population from three replications and fifteen treatments on the population. Different characters were recorded as per the descriptor established by IBPGR and UPOV. 10 random plants from each treatment in a row were taken for recording data of various characters. Averages of the data from the sampled plants were used for various statistical analyses. The analysis of these indicators allows us to identify the variation among accessions and identify traits which contribute to the variation and to group the accessions into different clusters and to identify potential parents for hybridization using Mahalanobis distance.
DOI: 10.17632/jfcjkxwnxb.2
title: new packings

description: This dataset includes some new packings,  packings in a unit square  and  packings on a unit sphere in 5 dimensions.
A check program is also included, which can be used to compute the minimum pairwise distance for any point set.
See details in readme.pdf
DOI: 10.17632/jfcjkxwnxb.1
title: new packings

description: This dataset includes some new packings,  packings in a unit square  and  packings on a unit sphere in 5 dimensions.
A check program is also included, which can be used to compute the minimum pairwise distance for any point set.
See details in readme.pdf