cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/z8k5cdsvc2.1
title: Wells Fargo 8-K reports database 2015 - 2019

description: We create a dataset which focuses on 8-K reports for the years 2015 - 2019 for Wells Fargo. An 8-K is a report of unscheduled material events or corporate changes at a company that could be of importance to the shareholders or the Securities and Exchange Commission (SEC). Also known as a Form 8K, the report notifies the public of events, including acquisitions, bankruptcy, the resignation of directors, or changes in the fiscal year. We have compiled this dataset, thanks to SEC's EDGAR tool.

The texts were pre-processed by applying a classical pipeline :

        - removal of non-alphanumeric characters;
        - lemmatisation;
        - removal of rare words and stopwords: we obtain a dictionary of 4377 distinct roots for the whole corpus.

This company published 672 reports for the years 2015 and 2019. 

The file is a list of two items. The first item is composed of all information about the 8K and extracted texts. The second item is the document-term matrix with the pre-processed texts with 672 texts and 4377 words. 

An example of 8-K can be found here https://www.sec.gov/files/form8-k.pdf.
DOI: 10.17632/jk4dt6wprv.2
title: Flow Cytometry datasets consisting of peripheral blood and bone marrow samples for the evaluation of explainable artificial intelligence methods

description: Details will be published in an accompanying article currently (1. June 2022) in revision:
Thrun, M. C., Hoffman, J., Röhnert, M., Von Bonin, M., Oelschlägel, U., Brendel, C., & Ultsch, A.: Flow Cytometry datasets consisting of peripheral blood and bone marrow samples for the evaluation of explainable artificial intelligence methods, Data in Brief, 2022.

Data measured by flow cytometers with the feautres forward and side light scatter (FS and SS) and use the same panel of fluorescent antibody clones against the same antigens:, CD34 FITC (Fluoresceinisothiocyanate) (8G12),  CD13 PE (Phycoerythrin) (L138), CD7 PerCP-Cy5.5 (Peridinin chlorophyll protein-Cyanine5.5) (M-T701), CD56 APC (Allophycocyanin) (NCAM16.2), CD33 PE-Cy7 (Phycoerythrin Cyanine7) (D3HL60.251), CD117 AlexaFluor750〖^TM〗  (104D2D1), HLA-DR Pacific blue〖^TM〗 (Immu357), CD45 Krome Orange〖^TM〗  (J33).
Data were acquired with the following two flow cytometers:
•	Dresden: (N=44): BD FACSCanto II™, BD Biosciences (Heidelberg)
•	Marburg: (N=14 and N=50): Navios™, Beckman Coulter (Krefeld)
DOI: 10.17632/wc3yc9rh7h.1
title: A method for investigating spatio-temporal growth patterns at cell and tissue levels during C-looping in2 the embryonic chick heart - PART 4

description: MicroCT raw images
DOI: 10.6084/m9.figshare.19707511.v2
title: Trimethylsilyl chloride catalyzed synthesis of azepino indole based tetrahydropyrimidine derivatives: Molecular Docking, Antidiabetic potential

description: Dataset for manuscript
DOI: 10.17632/xxt6mc2pk7.3
title: Data for: Epidermal Growth Factor Receptor (EGFR) Expression in Serum of Patients with Triple Negative Breast Carcinoma: Prognostic Value of this Biomarker

description: SPSS and GraphPad files containing data of included 206 patients and 89 healthy volunteers.
DOI: 10.17632/2r58p3dv5s.1
title: LINF_280028400

description: Mitochondrial import receptor subunit ATOM69
Leishmania infantum (strain JPCM5)
DOI: 10.17632/fckszv3tp3.1
title: A method for investigating spatio-temporal growth patterns at cell and tissue levels during C-looping in2 the embryonic chick heart - PART 3

description: Analytics data from the images including tissue segmentation, cell segmentation, statistical analyses, finite element modelling, and kinematics modelling.
DOI: 10.17632/h3n64my68c.1
title: LINF_280028500

description: mitoribosomal protein mS62
Leishmania infantum (strain JPCM5)
DOI: 10.17632/7p97s3ps77.1
title: LINF_280027400

description: DEAD-box ATP-dependent RNA helicase, mitochondrial (MHEL61) | KREH1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/fyzmv7cytk.1
title: LINF_280027200

description: DNA-directed RNA polymerase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/268m8bxktx.1
title: A study of Ali et al. Unprocessed Files

description: Western blots and images of cells supporting the results demonstrating the regulation of the sodium bicarbonate transporter SLC4A7 by mTORC1 signaling.
DOI: 10.17632/86jw9swy6f.1
title: Dataset of Helianthemum pre-translocation

description: This dataset includes the results of germination and cultivation tests performed on the species Helianthemum marifolium.
DOI: 10.6084/m9.figshare.14803437.v7
title: FIGURE 2

description: FIGURE 2
DOI: 10.5281/zenodo.6604009
title: A small CO2 leakage may reactivate a sub-seismic fault in a good-porosity clastic saline aquifer

description: Seismograms.h5: HDF5 data set that contains the raw seismograms for all the 19 events (named ‘/event_X’ for the X-th event). Each seismogram contains 909 channels and 7000 samples for each trace, with a sampling frequency 1 kHz. The channel identification is stored in ‘/receiver_coordinates’, a 909 by 6 array, with the six columns having receiver line number, station number within the line, station name, UTM (zone 54H) easting (meters), UTM (zone 54H) northing (meters), and elevation (meters).
DOI: 10.5281/zenodo.6604008
title: A small CO2 leakage may reactivate a sub-seismic fault in a good-porosity clastic saline aquifer

description: Seismograms.h5: HDF5 data set that contains the raw seismograms for all the 19 events (named ‘/event_X’ for the X-th event). Each seismogram contains 909 channels and 7000 samples for each trace, with a sampling frequency 1 kHz. The channel identification is stored in ‘/receiver_coordinates’, a 909 by 6 array, with the six columns having receiver line number, station number within the line, station name, UTM (zone 54H) easting (meters), UTM (zone 54H) northing (meters), and elevation (meters).
DOI: 10.17632/8dj8pdzjt3.1
title: 8-K reports database 2015 - 2019

description: We create a dataset which focuses on 8-K reports for the years 2015 - 2019. We restrict ourselves to Standard & Poor's 500 companies.
An 8-K is a report of unscheduled material events or corporate changes at a company that could be of importance to the shareholders or the Securities and Exchange Commission (SEC). Also known as a Form 8K, the report notifies the public of events, including acquisitions, bankruptcy, the resignation of directors, or changes in the fiscal year. We have compiled this dataset, thanks to SEC's EDGAR tool.

The texts were pre-processed by applying a classical pipeline :

        - removal of non-alphanumeric characters;
        - lemmatisation;
        - removal of rare words and stopwords.



The file (K8_data_2015_2019.rds) is a list of two items. The first item is composed of all information about the 8K and extracted texts. The second item is the document-term matrix with the pre-processed texts with 37238 texts and 70223 words. 

An example of 8-K can be found here https://www.sec.gov/files/form8-k.pdf.
DOI: 10.17632/yc8m5wpykt.2
title: Physiological changes through an insect ear due to age and noise - a longitudinal study

description: Each file contains the analysed data for each figure along with the code to analyse the dataset to produce the figures in the paper and for statistical analysis. 
We included raw data for figure 1 and 3 only as the file size for the remaining data is ~80 GB.
DOI: 10.17632/xfr8sprcf5.1
title: Strain Rate Results and Block Modeling Files for Southern Cascadia

description: Strain rate results and block modeling files for southern Cascadia from Nuyen & Schmidt (2022). Gridded strain rate results are provided in strain_gridded_staticmode.txt. Please refer to README_strain.txt for additional information on the file columns. The remaining files relate to block modeling performed using TDEFNODE (McCaffrey, 2009). Please refer to README_block_models.txt for explanations of the different block modeling files.
DOI: 10.6073/pasta/0f37024e48327faee4d979675cbf5510
title: Jornada Basin LTER: Wireless meteorological station at NPP C-CALI site: 5-minute summary wind and air temperature data: 2013 - ongoing

description: 5-minute summary data at NPP C-CALI met station. Average air temperature, wind speed and wind direction are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP C-CALI site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.6073/pasta/e7a820914ec4026665fb1b070d6eb494
title: Jornada Basin LTER: Wireless meteorological station at NPP C-CALI site: 1-hour summary data: 2013 - ongoing

description: Hourly summary data at NPP C-CALI met station. Average/maximum/minimum air temperature; average relative humidity and wind direction; average/maximum wind speed. These are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP C-CALI site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.6084/m9.figshare.8865845
title: American heart association’s cardiovascular health metrics and risk of cardiovascular disease mortality among a middle-aged male Scandinavian population

description: The burden of cardiovascular disease (CVD) prompted the American Heart Association to develop a cardiovascular health (CVH) metric as a measure to assess the cardiovascular status of the population. We aimed to assess the association between CVH scores and the risk of CVD mortality among a middle-aged Finnish population. We employed the prospective population-based Kuopio Ischemic Heart Disease cohort study comprising of middle-aged men (42–60 years). CVH scores were computed among 2607 participants at baseline and categorized as optimum (0–4), average (5–9), or inadequate (10–14) CVH. Multivariate cox regression models were used to estimate the hazard ratios (HR) and 95% confidence intervals (CIs) of CVH score for cardiovascular mortality. During a median follow-up period of 25.8 years, 609 CVD mortality cases were recorded. The risk of CVD mortality increased gradually with increasing CVH score across the range 3–14 (<i>p</i>-value for non-linearity =.77). Men with optimum CVH score had HR (95% CI) for CVD mortality of 0.30 (CI 0.21 – 0.42, <i>p</i> CVH score was strongly and continuously associated with the risk of CVD mortality among middle-aged Finnish population and this was independent of other conventional risk factors.Key messagesAchieving optimum cardiovascular health score reduces the risk of cardiovascular mortality.Adopting the American Heart Association’s cardiovascular health metrics is a welcome approach for public health awareness and monitoring of cardiovascular health among Scandinavian population. Achieving optimum cardiovascular health score reduces the risk of cardiovascular mortality. Adopting the American Heart Association’s cardiovascular health metrics is a welcome approach for public health awareness and monitoring of cardiovascular health among Scandinavian population.
DOI: 10.6084/m9.figshare.8865845.v2
title: American heart association’s cardiovascular health metrics and risk of cardiovascular disease mortality among a middle-aged male Scandinavian population

description: The burden of cardiovascular disease (CVD) prompted the American Heart Association to develop a cardiovascular health (CVH) metric as a measure to assess the cardiovascular status of the population. We aimed to assess the association between CVH scores and the risk of CVD mortality among a middle-aged Finnish population. We employed the prospective population-based Kuopio Ischemic Heart Disease cohort study comprising of middle-aged men (42–60 years). CVH scores were computed among 2607 participants at baseline and categorized as optimum (0–4), average (5–9), or inadequate (10–14) CVH. Multivariate cox regression models were used to estimate the hazard ratios (HR) and 95% confidence intervals (CIs) of CVH score for cardiovascular mortality. During a median follow-up period of 25.8 years, 609 CVD mortality cases were recorded. The risk of CVD mortality increased gradually with increasing CVH score across the range 3–14 (<i>p</i>-value for non-linearity =.77). Men with optimum CVH score had HR (95% CI) for CVD mortality of 0.30 (CI 0.21 – 0.42, <i>p</i> CVH score was strongly and continuously associated with the risk of CVD mortality among middle-aged Finnish population and this was independent of other conventional risk factors.Key messagesAchieving optimum cardiovascular health score reduces the risk of cardiovascular mortality.Adopting the American Heart Association’s cardiovascular health metrics is a welcome approach for public health awareness and monitoring of cardiovascular health among Scandinavian population. Achieving optimum cardiovascular health score reduces the risk of cardiovascular mortality. Adopting the American Heart Association’s cardiovascular health metrics is a welcome approach for public health awareness and monitoring of cardiovascular health among Scandinavian population.
DOI: 10.6084/m9.figshare.9543632
title: Predictors of high hospital care and medication costs and cost trajectories in community-dwellers with Alzheimer’s disease

description: We studied the determinants of high healthcare costs (highest decile of hospital care and medication costs) and cost trajectories among all community-dwellers with clinically verified Alzheimer’s disease (AD), diagnosed during 2005–2011 in Finland (<i>N</i> = 70,531). The analyses were done separately for hospital care costs, medication costs and total healthcare costs that were calculated for each 6-month period from 5 years before to 3 years after AD diagnosis. Total healthcare costs were driven mainly by hospital care costs. The definition of “high-cost person” was time-dependent as 63% belonged to the highest 10% at some timepoint during the study period and six distinct cost trajectories were identified. Strokes, cardiovascular diseases, fractures and mental and behavioural disorders were most strongly associated with high hospital care costs. Although persons with AD are often collectively considered as expensive patient group, there is large temporal and inter-individual variation in belonging to the highest decile of hospitalization and/or medication costs. It would be important to assess whether hospitalization rate could be decreased by, e.g., comprehensive outpatient care with more efficient management of comorbidities. In addition, other interventions that could decrease hospitalization rate in persons with dementia should be studied further in this context.Key messagesPersons with AD had large individual fluctuation in hospital care costs and medication costs over time.Hospital care costs were considerably larger than medication costs, with fractures, cardiovascular diseases and mental and behavioural disorders being the key predictors.Antidementia medication was associated with lower hospital care costs. Persons with AD had large individual fluctuation in hospital care costs and medication costs over time. Hospital care costs were considerably larger than medication costs, with fractures, cardiovascular diseases and mental and behavioural disorders being the key predictors. Antidementia medication was associated with lower hospital care costs.
DOI: 10.6084/m9.figshare.9543632.v1
title: Predictors of high hospital care and medication costs and cost trajectories in community-dwellers with Alzheimer’s disease

description: We studied the determinants of high healthcare costs (highest decile of hospital care and medication costs) and cost trajectories among all community-dwellers with clinically verified Alzheimer’s disease (AD), diagnosed during 2005–2011 in Finland (<i>N</i> = 70,531). The analyses were done separately for hospital care costs, medication costs and total healthcare costs that were calculated for each 6-month period from 5 years before to 3 years after AD diagnosis. Total healthcare costs were driven mainly by hospital care costs. The definition of “high-cost person” was time-dependent as 63% belonged to the highest 10% at some timepoint during the study period and six distinct cost trajectories were identified. Strokes, cardiovascular diseases, fractures and mental and behavioural disorders were most strongly associated with high hospital care costs. Although persons with AD are often collectively considered as expensive patient group, there is large temporal and inter-individual variation in belonging to the highest decile of hospitalization and/or medication costs. It would be important to assess whether hospitalization rate could be decreased by, e.g., comprehensive outpatient care with more efficient management of comorbidities. In addition, other interventions that could decrease hospitalization rate in persons with dementia should be studied further in this context.Key messagesPersons with AD had large individual fluctuation in hospital care costs and medication costs over time.Hospital care costs were considerably larger than medication costs, with fractures, cardiovascular diseases and mental and behavioural disorders being the key predictors.Antidementia medication was associated with lower hospital care costs. Persons with AD had large individual fluctuation in hospital care costs and medication costs over time. Hospital care costs were considerably larger than medication costs, with fractures, cardiovascular diseases and mental and behavioural disorders being the key predictors. Antidementia medication was associated with lower hospital care costs.
DOI: 10.6084/m9.figshare.8865845.v1
title: American heart association’s cardiovascular health metrics and risk of cardiovascular disease mortality among a middle-aged male Scandinavian population

description: <b>Background:</b> The burden of cardiovascular disease (CVD) prompted the American Heart Association to develop a cardiovascular health (CVH) metric as a measure to assess the cardiovascular status of the population. We aimed to assess the association between CVH scores and the risk of CVD mortality among a middle-aged Finnish population. <b>Methods:</b> We employed the prospective population-based Kuopio Ischemic Heart Disease cohort study comprising of middle-aged men (42–60 years). CVH scores were computed among 2607 participants at baseline and categorized as optimum (0–4), average (5–9), or inadequate (10–14) CVH. Multivariate cox regression models were used to estimate the hazard ratios (HR) and 95% confidence intervals (CIs) of CVH score for cardiovascular mortality. <b>Results:</b> During a median follow-up period of 25.8 years, 609 CVD mortality cases were recorded. The risk of CVD mortality increased gradually with increasing CVH score across the range 3–14 (<i>p</i>-value for non-linearity =.77). Men with optimum CVH score had HR (95% CI) for CVD mortality of 0.30 (CI 0.21 – 0.42, <i>p</i> <b>Conclusions:</b> CVH score was strongly and continuously associated with the risk of CVD mortality among middle-aged Finnish population and this was independent of other conventional risk factors.Key messagesAchieving optimum cardiovascular health score reduces the risk of cardiovascular mortality.Adopting the American Heart Association’s cardiovascular health metrics is a welcome approach for public health awareness and monitoring of cardiovascular health among Scandinavian population. Achieving optimum cardiovascular health score reduces the risk of cardiovascular mortality. Adopting the American Heart Association’s cardiovascular health metrics is a welcome approach for public health awareness and monitoring of cardiovascular health among Scandinavian population.
DOI: 10.3886/e171701v1
title: Census Linkage Crosswalks for US Censuses 1850-1940

description: This package contains census linkage crosswalks for all US censuses 1850-1940. The linkage method is described in the README. The package also includes the code needed to create these links from the restricted IPUMS-Ancestry.com data.<br><br>The crosswalks are based on the histid variable provided by IPUMS, and can be merged with the unrestricted IPUMS-USA data using that.
DOI: 10.6073/pasta/76daeb392c6d54a51a40cee231d8ae5f
title: Jornada Basin LTER: Wireless meteorological station at NPP C-CALI site: 30-minute summary data: 2013 - ongoing

description: 30-minute summary data at NPP C-CALI met station. Average air temperature, relative humidity, wind speed and wind direction are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP C-CALI site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.6073/pasta/1a2b8dc5a3e5aa66122024be72ef54c7
title: Jornada Basin LTER: Wireless meteorological station at NPP C-CALI site: Daily summary data: 2013 - ongoing

description: Daily summary data at NPP C-CALI met station. Average/maximum/minimum air temperature; average/maximum relative humidity and wind speed and average wind direction. These are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP C-CALI site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.6084/m9.figshare.19442339.v3
title: CoSe_delocalization_paper_data

description: The project contains the raw NMR data of three types of Co6Se8 cluster, including 1H 13C 31P and 59Co NMR spectra. It also contains SIMPSON simulation results, including input files, simulation scripts and output files.
DOI: 10.6084/m9.figshare.17122751
title: Data and Code

description: Zipped folder contains the raw data generated from agent-based digital evolution experiments, R project and script files to import and summarize data, and generate figures used for the manuscript: Jarvey, J. C., Aminpour, P., & Bohm, C. (2022). The effects of social rank and payoff structure on the evolution of group hunting. <em>PLoS One</em>. <br>
DOI: 10.6084/m9.figshare.19950896
title: FIDMAC Standardized Yellow Perch Mercury Dataset for Canada

description: Excel spreadsheet for Fish Mercury Datalayer for Canada (FIMDAC). <br> Until now, characterization of mercury (Hg) risks posed to piscivorous fish and wildlife through the consumption of prey fish has generally remained limited to local or regional surveys. Furthermore, spatiotemporal and sample characteristic effects in fish-mercury data can lead to difficulty comparing results from different studies. The Fish Mercury Datalayer for Canada (FIMDAC, Depew et al. 2013a) provides model-derived estimates of Hg in a common indicator species (12-cm whole-yellow perch), and represents a useful preliminary national-level standardized index of Hg exposure to piscivorous fish and wildlife. <br> Please read the metadata file first before using. <br> Metadata: Fish Mercury Datalayer for Canada (FIDMAC). DOI: <sub>http://dx.doi.org/10.6084/m9.figshare.1210773.</sub> <br> DC Depew, NM Burgess & LM Campbell. 2013. Modelling mercury concentrations in prey fish: Derivation of a national-scale common indicator of dietary mercury exposure for piscivorus fish and wildlife. Environmental Pollution 176:234-243. <sub>http://dx.doi.org/10.1016/j.envpol.2013.01.024</sub>.<br>