cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10029999
title: RefSeq bacterial protein (amino acid) sequences

description: Bacteria_Protein.fas.gz
151,835,459 protein (amino acid) sequences extracted from 44,831 randomly selected bacterial genomes from NCBI's RefSeq (release 220). Sequences are named by their accession number, followed by "|" and their PGAP predicted function ("protein" tag). For example, the first sequence is named:

WP_125174066.1|iron ABC transporter permease
The process of creating the file involved the following steps.Step 1. Download 318,613 faa and fna files associated with a bacterial assembly in RefSeq. The following query was used:esearch -db assembly -query '"Bacteria"[Organism] AND "latest refseq"[properties] AND "refseq has annotation"[properties]' | esummary | xtract -pattern DocumentSummary -element FtpPath_RefSeqStep 2. Verify all protein coding sequences match the expected protein sequence lengths within three codons, otherwise skip the assembly.Step 3. Remove all redundant protein coding or protein sequences in a genome. Only exact duplicates were removed, but they were removed from both nucleotides and proteins. Hence, a duplicated amino acid sequence would be discarded along with its coding sequence even if the coding sequence was unique. This was done to keep the two sets of sequences consistent.Step 4. Name sequences by their accession and PGAP predicted function, separated by a "|" character. The PGAP predicted function is generally uniform, although there are subtle difference between some taxon specific predictions. The predicted function is reasonably dependable but certainly not perfect.Step 5. Discard any sequences without a predicted function ("hypothetical protein"). These were discarded under the assumption that the protein's function would be required for downstream uses of the sequences.Step 6. Append protein and protein coding (nucleotide) sequences from randomly ordered assemblies to separate gzipped FASTA formatted files until the Zenodo file size limit was met for either file. Hence, there are many exact duplicate sequences in the set, but none for the sequences from each genome.
The final sets of sequences are intended to provide large sets of matched protein coding (nucleotide) and protein (amino acid) sequences with consistent labels. The FASTA descriptions in both files are identical. Note, the protein coding sequences do not exactly translate into the protein sequences because of slight differences in length (typically inclusion/exclusion of the first or last codon), as well as use of different translation tables depending on the organism.
See Related works for the companion file of protein coding (nucleotide) sequences (DOI: 10.5281/zenodo.10031801).
DOI: 10.15151/esrf-es-1363595257
title: straining of Si membranes

description: straining of Si membranes, step by step while following the strain by diffraction
DOI: 10.6096/aeroclo.1756
title: AEROCLO-sA F20 SPP300

description: AEROCLO-sA F20 SPP300
DOI: 10.6084/m9.figshare.24427468
title: OTB2015

description: OTB-2015Introduced by Yi Wu et al. in Object Tracking BenchmarkY. Wu, J. Lim and M. -H. Yang, "Object Tracking Benchmark," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 9, pp. 1834-1848, 1 Sept. 2015, doi: 10.1109/TPAMI.2014.2388226.<b>OTB-2015</b>, also referred as Visual Tracker Benchmark, is a visual tracking dataset. It contains 100 commonly used video sequences for evaluating visual tracking.
DOI: 10.5281/zenodo.10036989
title: Childhood_Archive_Mie

description: Welcome to my childhood archive project called "Childhood_Archive_Christian"!
My name is Mie Bjørnholdt Bang and this is a guide on how to access and comprehend this archive containing amongst other things 4 images of 4 self-chosen objects from my childhood along with some data pertaining to other persons. All of my images are stored as a tiff file (Tagged Image File Format). Relating to the images of the object, their acquisition, and more, please see "Read_me_first.docx".
"Metadata-Ark1.pdf" is a set of metadata containing information related not only to my childhood but also to three other persons. 
Furthermore, the file "Read_me.docx" is a Word document containing information vital to properly understanding the information and identifiers from "Metadata-Ark1-pdf", so please feel welcome to explore both of these.
The file, "Metadata_childhood.xlsx", contains data from other persons than me, whose contact information I will not link directly to within this dataset, but I as contact person for this dataset I will try my best to put anyone of interest in contact with them. Their names are Christian, Victor, and Erik.
Should there be any doubts or questions, please feel free to contact me using the following mail: 202007561@post.au.dk.
Sincerely, 
Mie Bjønholdt Bang
https://orcid.org/0009-0003-9675-6207
DOI: 10.5281/zenodo.10036988
title: Childhood_Archive_Mie

description: Welcome to my childhood archive project called "Childhood_Archive_Christian"!
My name is Mie Bjørnholdt Bang and this is a guide on how to access and comprehend this archive containing amongst other things 4 images of 4 self-chosen objects from my childhood along with some data pertaining to other persons. All of my images are stored as a tiff file (Tagged Image File Format). Relating to the images of the object, their acquisition, and more, please see "Read_me_first.docx".
"Metadata-Ark1.pdf" is a set of metadata containing information related not only to my childhood but also to three other persons. 
Furthermore, the file "Read_me.docx" is a Word document containing information vital to properly understanding the information and identifiers from "Metadata-Ark1-pdf", so please feel welcome to explore both of these.
The file, "Metadata_childhood.xlsx", contains data from other persons than me, whose contact information I will not link directly to within this dataset, but I as contact person for this dataset I will try my best to put anyone of interest in contact with them. Their names are Christian, Victor, and Erik.
Should there be any doubts or questions, please feel free to contact me using the following mail: 202007561@post.au.dk.
Sincerely, 
Mie Bjønholdt Bang
https://orcid.org/0009-0003-9675-6207
DOI: 10.6084/m9.figshare.24427786
title: UntRedundancy Perception and employee’s Performance in Ghana: The Moderating Role of psychological detachment

description: Survey data, coded and exported into excel.
DOI: 10.6084/m9.figshare.24427786.v1
title: UntRedundancy Perception and employee’s Performance in Ghana: The Moderating Role of psychological detachment

description: Survey data, coded and exported into excel.
DOI: 10.34740/kaggle/dsv/6784412
title: 2021 World Population (updated daily)
DOI: 10.34740/kaggle/dsv/6784414
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.6084/m9.figshare.24427789
title: Welsh Election Data 1999-2021.xlsx

description: Constituency level Welsh Senedd/Assembly election data, 1999-2021. Including strategic voting indicators including margin of victory, SF Ration and Distance from Contention.
DOI: 10.6084/m9.figshare.24427789.v1
title: Welsh Election Data 1999-2021.xlsx

description: Constituency level Welsh Senedd/Assembly election data, 1999-2021. Including strategic voting indicators including margin of victory, SF Ration and Distance from Contention.
DOI: 10.5281/zenodo.7971817
title: BG01 - Multi-apartment building – Gabrovo (Bulgaria)

description: Data files for building:  BG01 - Multi-apartment building – Gabrovo (Bulgaria)
Languages: Bulgarian, English
These files are part of the public benchmark repository created as a part of the crossCert EU project. 
This repository contains curated building data, certificate results and, where available, measured performance results. The repository is publicly available so that it can be used as a testbench for new Energy Performance Certificate (EPC) procedures.
The files are organised in the following folders  (note that not all files are always provided):

Main data  and Results, with:

Neutral data inventory.
Neutral results report.
Original EPC certificate.
Energy Consumption Data, with:

Files, where available, with energy consumption data for the building, which can be used for validation of models and EPC results.
Drawings

Building drawings which can be used as an aid for generating the EPC, or for creating dynamic energy consumption  models.
Other Data

Any other data that can be useful for the purposes of creating or validating an EPC or an energy consumption dynamic model for the building.
Dynamic Model

Data to run a dynamic model of the building, if available.
The files have been redacted to exclude confidential information.
DOI: 10.5281/zenodo.7971816
title: BG01 - Multi-apartment building – Gabrovo (Bulgaria)

description: Data files for building:  BG01 - Multi-apartment building – Gabrovo (Bulgaria)
Languages: Bulgarian, English
These files are part of the public benchmark repository created as a part of the crossCert EU project. 
This repository contains curated building data, certificate results and, where available, measured performance results. The repository is publicly available so that it can be used as a testbench for new Energy Performance Certificate (EPC) procedures.
The files are organised in the following folders  (note that not all files are always provided):

Main data  and Results, with:

Neutral data inventory.
Neutral results report.
Original EPC certificate.
Energy Consumption Data, with:

Files, where available, with energy consumption data for the building, which can be used for validation of models and EPC results.
Drawings

Building drawings which can be used as an aid for generating the EPC, or for creating dynamic energy consumption  models.
Other Data

Any other data that can be useful for the purposes of creating or validating an EPC or an energy consumption dynamic model for the building.
Dynamic Model

Data to run a dynamic model of the building, if available.
The files have been redacted to exclude confidential information.
DOI: 10.6084/m9.figshare.23695695.v2
title: ALIGNN-FF models

description: https://pubs.rsc.org/en/content/articlehtml/2023/dd/d2dd00096b
DOI: 10.5281/zenodo.10037053
title: Dataset related to article "Glecaprevir/Pibrentasvir is safe and effective in Italian patients with chronic hepatitis C aged 75 years or older: A multicentre study"

description: This record contains raw data related to article "Glecaprevir/Pibrentasvir is safe and effective in Italian patients with chronic hepatitis C aged 75 years or older: A multicentre study"
Abstract
Background: Glecaprevir and Pibrentasvir (G/P) determine high rates of sustained virological response (SVR) with optimal safety profile in patients with chronic hepatitis C virus (HCV) infection. The efficacy and safety of G/P in Caucasian patients aged 75 years and older have not been widely analysed.
Methods: This is a retrospective multicentre real-world study enrolling all consecutive patients 75 years and older who received G/P between October 2017 and January 2022 at five referral centres in Italy. SVR was analysed by intention-to-treat (ITT) and per-protocol analyses (PP).
Results: A total of 570 patients met the inclusion criteria and were analysed: mean age was 80 (75-97) years, 356 (62%) were females, 52% (298/570) had HCV-1, 44% (252/570) had HCV-2 and 137 (24%) patients had liver cirrhosis. Four hundred and sixty-three (81%) patients were taking at least one concomitant drug, with 144 (25%) taking ≥5 concomitant drugs. G/P was given for 8 weeks in 488 patients (86%). During treatment, 48 patients (8%) reported side effects, with 10 (2%) patients discontinuing treatment prematurely. Two patients developed treatment-unrelated serious adverse events. Overall, the SVR rate was 97.9% (558/570) by ITT analysis and 99.6% (558/560) by PP analysis. SVR rates remained consistently high among subgroup analysis stratified by genotype, treatment duration, fibrosis stage and concomitant medications.
Conclusions: Treatment with G/P achieved 97.9% SVR rates in HCV patients older than 75 years of age. Safety was optimal with only 2% of patients discontinuing early.
DOI: 10.5281/zenodo.10037052
title: Dataset related to article "Glecaprevir/Pibrentasvir is safe and effective in Italian patients with chronic hepatitis C aged 75 years or older: A multicentre study"

description: This record contains raw data related to article "Glecaprevir/Pibrentasvir is safe and effective in Italian patients with chronic hepatitis C aged 75 years or older: A multicentre study"
Abstract
Background: Glecaprevir and Pibrentasvir (G/P) determine high rates of sustained virological response (SVR) with optimal safety profile in patients with chronic hepatitis C virus (HCV) infection. The efficacy and safety of G/P in Caucasian patients aged 75 years and older have not been widely analysed.
Methods: This is a retrospective multicentre real-world study enrolling all consecutive patients 75 years and older who received G/P between October 2017 and January 2022 at five referral centres in Italy. SVR was analysed by intention-to-treat (ITT) and per-protocol analyses (PP).
Results: A total of 570 patients met the inclusion criteria and were analysed: mean age was 80 (75-97) years, 356 (62%) were females, 52% (298/570) had HCV-1, 44% (252/570) had HCV-2 and 137 (24%) patients had liver cirrhosis. Four hundred and sixty-three (81%) patients were taking at least one concomitant drug, with 144 (25%) taking ≥5 concomitant drugs. G/P was given for 8 weeks in 488 patients (86%). During treatment, 48 patients (8%) reported side effects, with 10 (2%) patients discontinuing treatment prematurely. Two patients developed treatment-unrelated serious adverse events. Overall, the SVR rate was 97.9% (558/570) by ITT analysis and 99.6% (558/560) by PP analysis. SVR rates remained consistently high among subgroup analysis stratified by genotype, treatment duration, fibrosis stage and concomitant medications.
Conclusions: Treatment with G/P achieved 97.9% SVR rates in HCV patients older than 75 years of age. Safety was optimal with only 2% of patients discontinuing early.
DOI: 10.20363/zmh-coll.mammalogy-2023-10
title: ZMH Mammalia collection

description: The mammalian collection at the LIB/Museum of Nature Hamburg comprises about 10,000 skeletons and 3,000 skins, supplemented by 5,000 specimens stored in alcohol, rendering it one of the most important in Germany. In particular, this latter section of the collection is of importance as it comprises historical material, including organs and embryos, while the dry collection was completely destroyed in the former Natural History Museum building in 1943. About 16,000 specimens are digitalized, with next to all skins this comprises about 95% of the skeletons, 80% of the wet material, and 60% of the histological sections. The focus of the collection is on hoofed animals, African primates, and marine mammals, with post-war collections of larger mammals, represented by skulls and mostly complete post-cranial skeletons, and from taxa that are hardly retrievable today from their natural habitats. The collection comprises material derived from major expeditions to India and Angola as well as other parts of Africa in the 1950s to 1960s, e.g. from Manfred Röhrs and Henriette Oboussier, with large and complete series of bovid material.
DOI: 10.5517/ccdc.csd.cc28ncz9
title: CCDC 2104961: Experimental Crystal Structure Determination

description: Related Article: Yuan-He Li, Su-Lei Zhang, Yong Lu, Bo Xiao, Tian-Yu Sun, Qian-Qian Xu, Jia-Hua Chen, Zhen Yang|2023|Angew.Chem.,Int.Ed.|62|e202303075|doi:10.1002/anie.202303075
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.cc28nd4h
title: CCDC 2104966: Experimental Crystal Structure Determination

description: Related Article: Yuan-He Li, Su-Lei Zhang, Yong Lu, Bo Xiao, Tian-Yu Sun, Qian-Qian Xu, Jia-Hua Chen, Zhen Yang|2023|Angew.Chem.,Int.Ed.|62|e202303075|doi:10.1002/anie.202303075
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.cc28nd7l
title: CCDC 2104969: Experimental Crystal Structure Determination

description: Related Article: Yuan-He Li, Su-Lei Zhang, Yong Lu, Bo Xiao, Tian-Yu Sun, Qian-Qian Xu, Jia-Hua Chen, Zhen Yang|2023|Angew.Chem.,Int.Ed.|62|e202303075|doi:10.1002/anie.202303075
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.cc28nd8m
title: CCDC 2104970: Experimental Crystal Structure Determination

description: Related Article: Yuan-He Li, Su-Lei Zhang, Yong Lu, Bo Xiao, Tian-Yu Sun, Qian-Qian Xu, Jia-Hua Chen, Zhen Yang|2023|Angew.Chem.,Int.Ed.|62|e202303075|doi:10.1002/anie.202303075
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.cc295ntz
title: CCDC 2120611: Experimental Crystal Structure Determination

description: Related Article: Shenghan Teng, Elvis Wang Hei Ng, Zhenguo Zhang, Chee Ning Soon, Hailun Xu, Ruifang Li, Hajime Hirao, Teck-Peng Loh|2023|Sci. Adv.|9|eadg4924|doi:10.1126/sciadv.adg4924
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: 10.5281/zenodo.10037075
title: FT-IR data set for hierarchical cluster-based deep learning

description: FT-IR of raw materials described in Kristoffersen et al. (2019) doi:10.1016/j.talanta.2019.06.084. Predicts average molecular weight after hydrolysis. The data is pre-processed using Savitzky-Golay 2nd derivative smoothing (with window width 11 pt and 3rd order polynomial smoothing) followed by extended multiplicative signal correction (EMSC).
DOI: 10.5281/zenodo.10037074
title: FT-IR data set for hierarchical cluster-based deep learning

description: FT-IR of raw materials described in Kristoffersen et al. (2019) doi:10.1016/j.talanta.2019.06.084. Predicts average molecular weight after hydrolysis. The data is pre-processed using Savitzky-Golay 2nd derivative smoothing (with window width 11 pt and 3rd order polynomial smoothing) followed by extended multiplicative signal correction (EMSC).
DOI: 10.11583/dtu.11407317
title: Data for: 'Keyed shear connections with looped U-bars subjected to normal and shear forces'

description: This data sample contains the complete experimental test results of a series of 26 structural tests on keyed shear joints subjected to normal and shear forces. The tests are described in:<br>"Keyed shear connections with looped U-bars subjected to normal and shear forces- Part I - Experimental investigation(https://doi.org/10.1002/suco.202000727)- Part II - Rigid-plastic modelling of the ultimate capacity<br>(https://doi.org/10.1002/suco.202000728)" <br>which are published in Structural Concrete.<br><br>In the papers, relevant results are presented and selected relations are visualised. The reader is referred to these publications for an in-depth description and explanation of the results.<br>This sample contains a Read-me.txt file that introduces the format of the dataset and the files included. The data files are supplemented by figures of the relevant load-displacement relationships as an example of how the data can be presented. The data is supplemented with images for the purpose of 2D Digital Image Correlation. A small video of the major strain calculated from the images are also includes for illustrative purposes.
DOI: 10.11583/dtu.11407317.v1
title: Data for: 'Keyed shear connections with looped U-bars subjected to normal and shear forces'

description: This data sample contains the complete experimental test results of a series of 26 structural tests on keyed shear joints subjected to normal and shear forces. The tests are described in:<br>"Keyed shear connections with looped U-bars subjected to normal and shear forces- Part I - Experimental investigation(https://doi.org/10.1002/suco.202000727)- Part II - Rigid-plastic modelling of the ultimate capacity<br>(https://doi.org/10.1002/suco.202000728)" <br>which are published in Structural Concrete.<br><br>In the papers, relevant results are presented and selected relations are visualised. The reader is referred to these publications for an in-depth description and explanation of the results.<br>This sample contains a Read-me.txt file that introduces the format of the dataset and the files included. The data files are supplemented by figures of the relevant load-displacement relationships as an example of how the data can be presented. The data is supplemented with images for the purpose of 2D Digital Image Correlation. A small video of the major strain calculated from the images are also includes for illustrative purposes.
DOI: 10.20363/zmh-coll.ichthyology-2023-10
title: ZMH Ichthyology collection

description: With its 260,000 catalogued specimens, the ichthyological collection of the LIB at the Hamburg site hosts the largest fish collection of Germany. The collection comprises specimens from more than 8,000 fish species representing about a quarter of all known fish species worldwide. The collection includes more than 3,100 type specimens from about 500 valid species. About 98% of the collection material is stored in 70% ethanol in glass jars or stainless steel tanks. The collection also contains some specimen fractions such as skin preparations, dried skeletons, skulls, jaws, scales and otoliths, as well as DNA samples, photographs, x-rays and related publications. The fish collection is world-wide in coverage and comprises marine, freshwater and diadromous species. Marine fishes are mainly represented by lots from the Atlantic Ocean and adjacent waters, especially from the North and Baltic Seas. The collection comprises also comprehensive material from the deep sea and coral reefs of the Pacific and Indian Oceans. The Myctophidae, a marine family of Actinopterygii, comprises more than 4,800 lots, the highest number of catalogued lots of a family in the collection. Elasmobranchii are mainly represented in the collection with the family Rajidae, comprising more than 1,400 lots. Extensive material of freshwater fishes stems from Europe, Asia and Africa as well as from South and Middle America. The majority of the holdings of the fish collection is digitalized.