cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13848204
title: Data for assigning a proxy variable for office worker in open-ended responses on occupation

description: These three datasets contain data and R code to assign a proxy variable for office worker, based on responses to an open-ended question (OEQ) about occupation in Swedish surveys. The R code and proxy variable can be applied to any dataset with Swedish OEQ about occupation; the R code is also adaptable for OEQ in any language, provided there is a standard classification of occupations in that language.

The R code can be found in the dataset Assigning_office_worker_proxy.R, and the proxy variable in the dataset SSYK12_modified.xlsx.

The dataset Occupation_response.xlsx gives an example of what can be extracted from a Swedish questionnaire with an OEQ about occupation. The dataset can be replaced with optional data as long as it includes two variables named “ID” and “Occupation_swe” (i.e., occupation title given by respondent).
DOI: 10.5281/zenodo.14216785
title: MATLAB results files of MS-based analysis and raw photometer data - Systematic identification of allosteric effectors in Escherichia coli metabolism

description: MATLAB result tables from progress curve analysis for each of the 19 enzymes tested with 79 potential effectors metabolites in MS-based approach. Excel tables with labelled photometer data.
DOI: 10.5281/zenodo.14216786
title: Results of MS-based analysis in MATLAB files - Systematic identification of allosteric effectors in Escherichia coli metabolism

description: Result tables from progress curve analysis for each of the 19 enzymes tested with 79 potential effectors metabolites in MS-based approach.
DOI: 10.5281/zenodo.14226986
title: MATLAB results files of MS-based analysis - Systematic identification of allosteric effectors in Escherichia coli metabolism

description: MATLAB result tables from progress curve analysis for each of the 19 enzymes tested with 79 potential effectors metabolites in MS-based approach.
DOI: 10.5281/zenodo.14893282
title: MATLAB results files of MS-based analysis and raw photometer data - Systematic identification of allosteric effectors in Escherichia coli metabolism

description: MATLAB result tables from progress curve analysis for each of the 19 enzymes tested with 79 potential effectors metabolites in MS-based approach. Excel tables with labelled photometer data.
DOI: 10.15468/dl.9fcj6r
title: Occurrence Download

description: A dataset listing the 185 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.61732 -33.9024,25.63666 -33.8619,25.65903 -33.82624,25.69772 -33.7936,25.74668 -33.7676,25.78477 -33.74524,25.82527 -33.73073,25.86214 -33.72106,25.69654 -33.48566,25.41363 -33.69723,25.61732 -33.9024))",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset's 185 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001685-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14808295
title: Resting-state EEG, clinical, and demographics data from schizophrenia patients and age-matched healthy controls

description: This dataset contains the raw EEG, clinical, and demographics information from a total of 38 patients with schizophrenia, with an age- and sex-matched control sample of 39 healthy individuals. Raw EEG data was collected at 1000 Hz sampling with a 64-channel Neuroscan amplifier. For more details on data collection and population characteristics, please see Reduced temporal variability of cortical excitation/inhibition ratio in schizophrenia by Racz et al., 2025 (DOI: https://doi.org/10.1038/s41537-025-00568-3). Furthermore, the pre-processed data analyzed in this study along with analysis codes is available at the GitHub repository https://github.com/samuelracz/schizophrenia_EI_variability. In case of any questions, please feel free to contact the authors at csukly.gabor@semmelweis.hu or fsr324@austin.utexas.edu.

 

When using this resource, please cite Racz, F.S., Farkas, K., Becske, M. et al. Reduced temporal variability of cortical excitation/inhibition ratio in schizophrenia. Schizophr 11, 20 (2025). https://doi.org/10.1038/s41537-025-00568-3
DOI: 10.15468/dl.6hn7m5
title: Occurrence Download

description: A dataset containing 3750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lophura diardi (Bonaparte, 1856)"
 ]
}

 The dataset includes 3750 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001690-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14808296
title: Resting-state EEG, clinical, and demographics data from schizophrenia patients and age-matched healthy controls

description: This dataset contains the raw EEG, clinical, and demographics information from a total of 38 patients with schizophrenia, with an age- and sex-matched control sample of 39 healthy individuals. Raw EEG data was collected at 1000 Hz sampling with a 64-channel Neuroscan amplifier. For more details on data collection and population characteristics, please see Reduced temporal variability of cortical excitation/inhibition ratio in schizophrenia by Racz et al., 2025 (DOI: https://doi.org/10.1038/s41537-025-00568-3). Furthermore, the pre-processed data analyzed in this study along with analysis codes is available at the GitHub repository https://github.com/samuelracz/schizophrenia_EI_variability. In case of any questions, please feel free to contact the authors at csukly.gabor@semmelweis.hu or fsr324@austin.utexas.edu.

 

When using this resource, please cite Racz, F.S., Farkas, K., Becske, M. et al. Reduced temporal variability of cortical excitation/inhibition ratio in schizophrenia. Schizophr 11, 20 (2025). https://doi.org/10.1038/s41537-025-00568-3
DOI: 10.15468/dl.p8r336
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Heliodoxa branickii (Taczanowski, 1874)"
 ]
}

 The dataset includes 332 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001691-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3pwqr
title: Occurrence Download

description: A dataset containing 5260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Denver Museum of Nature & Science - Arachnology",
 "TaxonKey is Solifugae"
 ]
}

 The dataset includes 5260 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001692-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21223/p3/xvagxc/iysdmf
title: Dataset for Health quality of seed potato and yield losses in Ecuador.tab

description: :unav
DOI: 10.21223/p3/xvagxc/9c50oh
title: Fields_Geographic_locations.tab

description: :unav
DOI: 10.21223/p3/xvagxc/nv0evu
title: Dictionary Dataset for Health quality of seed potato and yield losses in Ecuador.xls

description: :unav
DOI: 10.21223/p3/xvagxc/rwnyvu
title: Data dictionary .xls

description: :unav
DOI: 10.5281/zenodo.14893127
title: Saturn Electron Radiation Belt Diffusion Coefficients for Chorus and Hiss waves

description: The calculation of the hiss diffusion coefficients is described in Woodfield et al., 2022. The calculation of the chorus diffusion coefficients is described in Woodfield et al., 2019, but the plasma density model has been updated to use the Persoon et al., 2020 model (to match the hiss calculations in this repository).
DOI: 10.5281/zenodo.14893128
title: Saturn Electron Radiation Belt Diffusion Coefficients for Chorus and Hiss waves

description: The calculation of the hiss diffusion coefficients is described in Woodfield et al., 2022. The calculation of the chorus diffusion coefficients is described in Woodfield et al., 2019, but the plasma density model has been updated to use the Persoon et al., 2020 model (to match the hiss calculations in this repository).
DOI: 10.20350/digitalcsic/8644
title: A global monthly climatology of total alkalinity: a neural network approach (2019) [Dataset]

description: The item is made of 5 files: 1) README.txt; 2) AT_NNGv2_climatology.nc contains the climatology of AT computed with NNGv2 in netcdf4 format and the climatologies of oxygen (median filtered from WOA13), phosphate, nitrate and silicate (these three derived from CANYON-B); 3) NNGv2 is the neural network object used to create the climatology; 4)ATNNWOA13.mp4 is a video of the surface climatology, 3 vertical sections in the Pacific Ocean, Atlantic Ocean and Indean Ocean and, the variation in depth of one month (April); 5) Example.rar contains an example matrix of inputs to the neural network, the NNGv2.mat and a MATLAB script to compute AT with NNGv2
DOI: 10.5281/zenodo.14824569
title: Data regarding the manuscript: Structured-light-sheet imaging in an integrated optofluidic platform
DOI: 10.5281/zenodo.14824570
title: Data regarding the manuscript: Structured-light-sheet imaging in an integrated optofluidic platform
DOI: 10.21223/p3/xvagxc
title: Dataset for: Health quality of seed potato and yield losses in Ecuador

description: A survey and a field experiment were performed in Ecuador to: (1) determine the incidence and severity of foliage pests on farmer fields and seed borne pests on potato tuber seeds, (2) understand how altitude and seed sources affect seed health quality, and (3) identify the influence of the seed health quality on yield. In 2010, the survey was performed in 11 farmer fields located at an altitude between 2751 and 3634 meters above the sea level (m.a.s.l) in the provinces of Bolivar, Chimborazo and Tungurahua. The survey consisted on two parts, in the first part: 100 plants per field were randomly selected to identify visually foliage pests (data in the "Foliage_pest_evaluation" sheet), and in the second part: around 400 tuber seeds per field (in the "dictionary" sheet denominated mother seeds to differentiate from the tubers of the progeny denominated daughter tubers) were sampled to identify seed borne pests (data in the "Losses_yield_determination" sheet). These tuber seeds were later planted (mid October 2010- late December 2011) in the field experiment at CIP-Quito (altitude of 3058 m.a.s.l). Growth variables, yield and production quality were registered per tuber at harvest (data in the "Losses_yield_determination" sheet). The general characteristics of farmer fields surveyed (e.g., geographic information, farmer's seed sources, potato varieties and field sizes) are described in the "Fields_Geographic_locations" sheet. Weather data during the field experiment time (rainfall (mm), temperature (°C), and relative humidity (%)) was kindly provided by the Ecuadorian National Institute of Meteorology and Hidrology (acronym in Spanish "INAMHI"; data in "Weather_data_field experiment" and "Weather_summary_table").
DOI: 10.17172/nomad/2025.02.19-1
title: NOMAD dataset: gNVP25S3
DOI: 10.20350/digitalcsic/8543
title: STRAMIX Directional Wave spectrum obtained from ADCP currents currents of a RDI 600-kHz work horse Acoustic Doppler Current Profiler (ADCP) (v.1)

description: This item is made of 2 files, of which 1 is the dataset in netcdf format and the other (Readme .txt) include a small description of the computed variables.-- Dataset contributed to the Project STRAMIX (STRAtification and MIXing in a coastal upwelling driven estuary, CTM2012-35155).-- Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). The STRAMIX team appreciates that users of these data: 1) Contact Miguel Gil Coto (mgilcoto@iim.csic.es) or Nicolás Villacieros (nvrobineau@iim.csic.es) to follow the uses of the data, and 2) Include the requested acknowledgment (cite using the DOI of this dataset and please also cite Gilcoto et al. 2017) in any presentations or publications
description: Average directional wave spectrum from 28118 wave spectra obtained from ADCP currents between june 2013 and August 2014 in the Ría de Vigo (NW Iberia, Atlantic Ocean), STRAMIX project. Waves Monitor Software (RDI) was used to obtain the 28118 individual wave spectra. Criteria applied to compute parameters were: 20 minutes bursts with tilt and current correction every 10 minutes, maximum wave period of 28.6 s, sea-swell transition period of 7.3 s, 256 frequency bands, and 180 angles
DOI: 10.20350/digitalcsic/8511
title: Raw data of Eye-Tracking Analysis of archaeological material. Experiment 14061

description: Raw data of an eye-tracking experiment
DOI: 10.18712/nsd-nsd3245-v1
title: The Labour Force Survey, 2021 (Annual Data)

description: Statistics Norway established the Labor Force Survey (LFS) in 1972, and it has been conducted quarterly ever since. The LFS measures the population's participation in the labor market and provides comprehensive information on unemployment, employment, people outside the labor force, temporary employees, underemployed and other subgroups that are not captured by register-based statistics. This makes the LFS one of the most important sources of information about conditions in the Norwegian labor market.

Right from the start, the aim has been to ensure that the survey is comparable with similar surveys internationally. Today, the LFS is designed in accordance with the EU's statistical regulations to ensure consistent and comparable European statistics. The LFS data contains long time series, and although there have been some breaks in the time series due to changes in the questionnaire and data collection, the most central variables have been continuously included since the start. This makes it possible to present time series data for the employed, unemployed and people outside the labor force all the way back to 1972.

The annual datasets include annual and two-year variables and are only asked to individuals interviewed for the 2nd and 6th time. In odd-numbered years, questions about work time arrangements are included.

Due to an error in the questionnaire, the two-year variables about work time arrangements are not included in 2021: shiftwk, evenwk, nightwk, satwk, and sunwk. These variables are included in odd years and will be available from 2023 and onwards.
DOI: 10.18712/nsd-nsd3257-v1
title: Labour Force Survey, 2022 (quarterly data with annual averages)

description: Statistics Norway established the Labor Force Survey (LFS) in 1972, and it has been conducted quarterly ever since. The LFS measures the population's participation in the labor market and provides comprehensive information on unemployment, employment, people outside the labor force, temporary employees, underemployed and other subgroups that are not captured by register-based statistics. This makes the LFS one of the most important sources of information about conditions in the Norwegian labor market.

Right from the start, the aim has been to ensure that the survey is comparable with similar surveys internationally. Today, the LFS is designed in accordance with the EU's statistical regulations to ensure consistent and comparable European statistics. The LFS data contains long time series, and although there have been some breaks in the time series due to changes in the questionnaire and data collection, the most central variables have been continuously included since the start. This makes it possible to present time series data for the employed, unemployed and people outside the labor force all the way back to 1972.

From 2020 to 2021, a significant break in the time series was necessary due to the implementation of a new framework regulation for European social statistics. The production system was revised in full, with changes in sampling, weighting, use of register data, and a new questionnaire, several changes were made to modernize and streamline data collection. 

The dataset consists of all four quarters of the year, along with an annual weight. The annual weight corresponds to the quarterly weight divided by four. The dataset should be used for an annual average rather than a quarterly distribution. If a quarterly average is desired, separate datasets are available.
DOI: 10.20350/digitalcsic/8513
title: Carbon Dioxide, Hydrographic, and Chemical Data Obtained During the R/V Sarmiento de Gamboa Cruise in the North Atlantic Ocean on CLIVAR Repeat Hydrography Section OVIDE-2016-BOCATS (June 18 - July 31, 2016)

description: This dataset compiles information obtained during the cruise BOCATS 2016
description: This dataset gathers discrete measurements of CO2 (pH and alkalinity) and hydrographic variables (salinity, temperature, dissolved oxygen, nitrate, phosphate and silicate) obtained during the cruise BOCATS carried out along the OVIDE section from 18 June to 31 July 2016. pH was measured spectrophotometrically following the Clayton and Byrne (1993). This method consists on adding a dye solution to the seawater sample, so that the ratio between two absorbances at two different wavelengths is proportional to the sample pH. Alkalinity was measured using an automatic potentiometric titrator Titrando 809 Metrohm, with a Metrohm 6.0232.100 combination glass electrode and a Pt-1000 probe for temperature measurement following the methodology given by Pérez and Fraga (1987). Dissolved oxygen was analyzed following the widely applied Winkler method. Determinations of nitrate, phosphate and silicate were carried out following methods described by Hansen and Grassoff (1983) Salinity and Temperature were recorded with a CTD probe
DOI: 10.18712/nsd-nsd3258-v1
title: Labour Force Survey, 2023 (quarterly data with annual averages)

description: Statistics Norway established the Labor Force Survey (LFS) in 1972, and it has been conducted quarterly ever since. The LFS measures the population's participation in the labor market and provides comprehensive information on unemployment, employment, people outside the labor force, temporary employees, underemployed and other subgroups that are not captured by register-based statistics. This makes the LFS one of the most important sources of information about conditions in the Norwegian labor market.

Right from the start, the aim has been to ensure that the survey is comparable with similar surveys internationally. Today, the LFS is designed in accordance with the EU's statistical regulations to ensure consistent and comparable European statistics. The LFS data contains long time series, and although there have been some breaks in the time series due to changes in the questionnaire and data collection, the most central variables have been continuously included since the start. This makes it possible to present time series data for the employed, unemployed and people outside the labor force all the way back to 1972.

From 2020 to 2021, a significant break in the time series was necessary due to the implementation of a new framework regulation for European social statistics. The production system was revised in full, with changes in sampling, weighting, use of register data, and a new questionnaire, several changes were made to modernize and streamline data collection. 

The dataset consists of all four quarters of the year, along with an annual weight. The annual weight corresponds to the quarterly weight divided by four. The dataset should be used for an annual average rather than a quarterly distribution. If a quarterly average is desired, separate datasets are available.
DOI: 10.6084/m9.figshare.26356091.v1
title: Ballots beyond borders: attitudes towards external voting in Colombia

description: Should emigrants be allowed to participate in elections in their country of origin? In an era of increasing mobility and migration, the number of countries that allow their citizens abroad to vote has increased exponentially over the last half century. Relatively little is known, however, about how citizens living in countries with external voting perceive the extension of voting rights to emigrants. We theorize that when external voting might determine the results of an election, voters in the origin country will question the election’s legitimacy and take political stances in favor of limiting the enfranchisement of citizens living abroad. We test this theory within the context of Colombian politics through an original survey experiment that varies the perceived threat of external voters. Specifically, we manipulate both (1) information about the size of the electorate abroad, and (2) information about the differences in preferences between the electorates in the country of origin and abroad. We find that, in general, Colombians living in Colombia strongly support voting by citizens living abroad, even when primed about the possible political consequences. Our results suggest that normative approval of the electoral institution of external voting supersedes strategic incentives to support or oppose it.
DOI: 10.6084/m9.figshare.26356091
title: Ballots beyond borders: attitudes towards external voting in Colombia

description: Should emigrants be allowed to participate in elections in their country of origin? In an era of increasing mobility and migration, the number of countries that allow their citizens abroad to vote has increased exponentially over the last half century. Relatively little is known, however, about how citizens living in countries with external voting perceive the extension of voting rights to emigrants. We theorize that when external voting might determine the results of an election, voters in the origin country will question the election’s legitimacy and take political stances in favor of limiting the enfranchisement of citizens living abroad. We test this theory within the context of Colombian politics through an original survey experiment that varies the perceived threat of external voters. Specifically, we manipulate both (1) information about the size of the electorate abroad, and (2) information about the differences in preferences between the electorates in the country of origin and abroad. We find that, in general, Colombians living in Colombia strongly support voting by citizens living abroad, even when primed about the possible political consequences. Our results suggest that normative approval of the electoral institution of external voting supersedes strategic incentives to support or oppose it.