cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/plpyvr
title: Replication Data for: Financial Performance of Italian Food and Beverage SMEs and Large Enterprises during the COVID-19 Pandemic (2019–2022)

description: Financial Performance of Italian Food and Beverage SMEs and Large Enterprises during the COVID-19 Pandemic (2019–2022)

This dataset supports the research article “A Study on the Mid-Term Financial Impact of COVID-19 on Food and Beverage Processing SMEs: Evidence from Italy” (Garbelli, 2025, under review). It contains panel data for 1,600 small and medium-sized enterprises (SMEs) and a comparative group of large enterprises (250+ employees) operating in the Italian food and beverage processing sector.

The data span the period 2019–2022, capturing pre-pandemic conditions, the core pandemic crisis (2020–2021), and the early post-pandemic phase (2022). Variables include standard financial indicators: Return on Equity (ROE), Return on Investment (ROI), EBITDA, and Debt Ratio. All values were extracted from the AIDA Bureau van Dijk database and harmonized using standardized cleaning protocols. Outliers were removed based on the standard deviation method to ensure robustness.

Key features:

ROE, ROI, EBITDA (total and per employee)
Debt Ratio (Liabilities to Equity)
Firm size classification: Micro, Small, Medium, and Large
Geographical breakdown: North, Center, South & Islands of Italy
This dataset was used to conduct a Difference-in-Differences (DID) analysis comparing SMEs and large enterprises, with the aim of isolating the financial effects of the COVID-19 shock net of macroeconomic trends.

EBITDA values for large enterprises were initially expressed in thousands of euros and have been converted to absolute values for comparability. All company names and identifiers have been removed or anonymized to ensure compliance with data protection regulations.

The dataset is provided in .xlsx format and includes accompanying metadata and variable definitions in a README file.
DOI: 10.15468/dl.jz2q73
title: Occurrence Download

description: A dataset containing 15051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apus pallidus (Shelley, 1870)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 15051 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003247-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15267964
title: One, Two, Three: One Empirical Evaluation of a Two-Copy Shadow Tomography Scheme with Triple Efficiency

description: Subset of the results of the numerical study for n=2,3,4,5 and eps=0.05, 0.11, 0.34
DOI: 10.5281/zenodo.15267965
title: One, Two, Three: One Empirical Evaluation of a Two-Copy Shadow Tomography Scheme with Triple Efficiency

description: Subset of the results of the numerical study for n=2,3,4,5 and eps=0.05, 0.11, 0.34
DOI: 10.15468/dl.f3tzb4
title: Occurrence Download

description: A dataset containing 1455 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Antarctic Rotifera literature review"
 ]
}

 The dataset includes 1455 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010955-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zxz7b
title: Occurrence Download

description: A dataset containing 1901 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catálogo de especies registradas en el Herbario ICAI"
 ]
}

 The dataset includes 1901 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010974-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ygfyh
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus terrestris (Linnaeus, 1758)",
 "Year is 1904"
 ]
}

 The dataset includes 104 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030766-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/bke7-kf8u
title: OC/EC at Zarra

description: Measurement of OC/EC at Zarra
DOI: 10.48597/rx2d-7rne
title: Measurement of OC/EC at Zarra

description: Measurement of OC/EC at Zarra
DOI: 10.15468/dl.f7mffj
title: Occurrence Download

description: A dataset containing 801608 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triticum aestivum L."
 ]
}

 The dataset includes 801608 records from 1127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030776-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15398141
title: Harvey-Lab-UW/Buonanduci_etal_2025_Ecography: Release of data and code for Buonanduci et al. 2025 Ecography

description: This is the latest release of data and code for reproducing the analyses in the manuscript 'Patterns and drivers of biotic disturbance hotspots in western United States coniferous forests' by Buonanduci, Hart, Tobin, and Harvey, published in Ecography. See the main text of the manuscript for complete descriptions of how data were processed and analyzed.

This information is licensed under a Creative Commons Attribution 4.0 International License. Any user of these data ("User" hereafter) is required to cite it appropriately in any publication that results from its use. These data may be actively used by others for ongoing research, so coordination may be necessary to prevent duplicate publication. The User is urged to contact the authors of these data for questions about methodology or results. The User is encouraged to consider collaboration or co-authorship with authors where appropriate. Misinterpretation of data may occur if used out of context of the original study. Substantial efforts are made to ensure accuracy of the data and documentation, however complete accuracy of data sets cannot be guaranteed. All data are made available as is. Data may be updated periodically and it is the responsibility of the User to check for new versions of the data. The authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data.
DOI: 10.15468/dl.m8sr5p
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia bracteosa (Mildbr.) Leonard"
 ]
}

 The dataset includes 132 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030768-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr35369.v1
title: Survey of Consumer Attitudes and Behavior, January 2005
title: Version 1

description: The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter. The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, credit card use, and retirement planning. Other topics in this series typically include ownership, lease, and use of automobiles, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
description: The purpose of this survey series is to forecast changes in aggregate consumer behavior.
description: The data are not weighted, however, this collection contains four weight variables; WT (HOUSEHOLD HEAD WEIGHT), WT_HH (HOUSEHOLD WEIGHT), WT_ADHD (ADULT HEAD WEIGHT), and WT_AD (ADULT WEIGHT) that must be used in any analysis. For more information on weights and sampling, please refer to the documentation and/or visit the Surveys of Consumers Web site.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Created variable labels and/or value labels.; Checked for undocumented or out-of-range codes..
description: Datasets: 
 
 DS1: Dataset
description: Survey of Consumer Attitudes and Behavior Series
description: computer-assisted telephone interview (CATI) 
Information on the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations and how they were created can be found in the ICPSR Codebook.
 Additional information on the Survey of Consumers can be found by visiting the Surveys of Consumers Web site.
description: Persons aged 18 years or older living in households with telephones within the United States. Smallest Geographic Unit: Census division
description: National sampling of dwelling units selected by area probability sampling.
DOI: 10.3886/icpsr35369.v2
title: Survey of Consumer Attitudes and Behavior, January 2005
title: Version 2

description: The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter. The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, credit card use, and retirement planning. Other topics in this series typically include ownership, lease, and use of automobiles, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
description: The purpose of this survey series is to forecast changes in aggregate consumer behavior.
description: The data are not weighted, however, this collection contains four weight variables; WT (HOUSEHOLD HEAD WEIGHT), WT_HH (HOUSEHOLD WEIGHT), WT_ADHD (ADULT HEAD WEIGHT), and WT_AD (ADULT WEIGHT) that must be used in any analysis. For more information on weights and sampling, please refer to the documentation and/or visit the Surveys of Consumers Web site.
description: National sampling of dwelling units selected by area probability sampling.
description: Datasets: DS1: Survey of Consumer Attitudes and Behavior, January 2005
description: Persons aged 18 years or older living in households with telephones within the United States. Smallest Geographic Unit: Census division
description: computer-assisted telephone interview (CATI)Information on the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations and how they were created can be found in the ICPSR Codebook.Additional information on the Survey of Consumers can be found by visiting the Surveys of Consumers Web site.
DOI: 10.3886/icpsr35369.v3
title: Survey of Consumer Attitudes and Behavior, January 2005
title: Version 3

description: The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter. The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, credit card use, and retirement planning. Other topics in this series typically include ownership, lease, and use of automobiles, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
description: The purpose of this survey series is to forecast changes in aggregate consumer behavior.
description: The data are not weighted, however, this collection contains four weight variables; WT (HOUSEHOLD HEAD WEIGHT), WT_HH (HOUSEHOLD WEIGHT), WT_ADHD (ADULT HEAD WEIGHT), and WT_AD (ADULT WEIGHT) that must be used in any analysis. For more information on weights and sampling, please refer to the documentation and/or visit the Surveys of Consumers Web site.
description: National sampling of dwelling units selected by area probability sampling.
description: Datasets: DS1: Survey of Consumer Attitudes and Behavior, January 2005
description: Persons aged 18 years or older living in households with telephones within the United States. Smallest Geographic Unit: Census division
description: computer-assisted telephone interview (CATI)Information on the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations and how they were created can be found in the P.I. Codebook.Additional information on the Survey of Consumers can be found by visiting the Surveys of Consumers Web site.
DOI: 10.5281/zenodo.15276348
title: The role of insularity: plants have few ornithophilous traits but are visited by morphologically more distinct hummingbirds in the Caribbean islands.

description: Due to storage limitation, it is not possible to upload all files. Therfore, the original interaction networks, which are needed to replicate some of the analyses are not included. For questions please write to m.vollstaedt@csic.es
DOI: 10.5281/zenodo.11067626
title: Results from national testing programs on the occurrence of chemical contaminants in food and feed - Croatia

description: In the framework of Articles 23 and 33 of Regulation (EC) No 178/2002 EFSA has received from the European Commission a mandate (M-2010-0374) to collect all available data on the occurrence of chemical contaminants in food and feed. These data are used in EFSA’s scientific opinions and reports on contaminants in food and feed.  

The presence of unauthorised substances or chemical contaminants in food may pose a risk factor for public health and can cause a negative impact on the quality of food. 

Commission Recommendations and Regulations on occurrence monitoring are in place for several contaminants of interest, some of which can be found here below:  



Commission Regulation (EU) 625/2017, on the application of food and feed law

Commission Delegated Regulation (EU) 2022/931

Commission Implementing Regulation (EU) 2022/932

Commission Regulation (EU) 2023/915, on maximum levels for certain contaminants in food and repealing Regulation (EC) No 1881/2006


These datasets contain the results of sampling that was designed according to national testing programs for a variety of contaminants in food and feed, as reported under the Chemical Monitoring Data Collection 2023, 2022, 2021, and 2020, split by sampling year (data element ‘sampY’). 

More details are available in last year's finalised call for data ‘Call for continuous collection of chemical contaminants occurrence data in food and feed | EFSA (europa.eu)’.

REPORTING AUTHORITIES CONTRIBUTING TO EACH DATA COLLECTION: 

OCC-CHEMMON2020 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2021 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2022 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2023 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy
description: HR; CSV; data.collection@efsa.europa.eu
DOI: 10.5281/zenodo.15412109
title: Results from national testing programs on the occurrence of chemical contaminants in food and feed - Croatia

description: In the framework of Articles 23 and 33 of Regulation (EC) No 178/2002 EFSA has received from the European Commission a mandate (M-2010-0374) to collect all available data on the occurrence of chemical contaminants in food and feed. These data are used in EFSA’s scientific opinions and reports on contaminants in food and feed.  

The presence of unauthorised substances or chemical contaminants in food may pose a risk factor for public health and can cause a negative impact on the quality of food. 

Commission Recommendations and Regulations on occurrence monitoring are in place for several contaminants of interest, some of which can be found here below:  



Commission Regulation (EU) 625/2017, on the application of food and feed law

Commission Delegated Regulation (EU) 2022/931

Commission Implementing Regulation (EU) 2022/932

Commission Regulation (EU) 2023/915, on maximum levels for certain contaminants in food and repealing Regulation (EC) No 1881/2006


These datasets contain the results of sampling that was designed according to national testing programs for a variety of contaminants in food and feed, as reported under the Chemical Monitoring Data Collection 2024, 2023, 2022, 2021, and 2020, split by sampling year (data element ‘sampY’). 

More details are available in last year's finalised call for data ‘Annual call for continuous collection of chemical contaminants occurrence data in food and feed | EFSA’.

REPORTING AUTHORITIES CONTRIBUTING TO EACH DATA COLLECTION: 

OCC-CHEMMON2020 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2021 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2022 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2023 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2024 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy
description: HR; CSV; data.collection@efsa.europa.eu
DOI: 10.5281/zenodo.7034342
title: Results from national testing programs on the occurrence of chemical contaminants in food and feed - Croatia

description: In the framework of Articles 23 and 33 of Regulation (EC) No 178/2002 EFSA has received from the European Commission a mandate (M-2010-0374) to collect all available data on the occurrence of chemical contaminants in food and feed. These data are used in EFSA’s scientific opinions and reports on contaminants in food and feed.  

The presence of unauthorised substances or chemical contaminants in food may pose a risk factor for public health and can cause a negative impact on the quality of food. 

Commission Recommendations and Regulations on occurrence monitoring are in place for several contaminants of interest, some of which can be found here below:  



Commission Regulation (EU) 625/2017, on the application of food and feed law

Commission Delegated Regulation (EU) 2022/931

Commission Implementing Regulation (EU) 2022/932

Commission Regulation (EU) 2023/915, on maximum levels for certain contaminants in food and repealing Regulation (EC) No 1881/2006


These datasets contain the results of sampling that was designed according to national testing programs for a variety of contaminants in food and feed, as reported under the Chemical Monitoring Data Collection 2024, 2023, 2022, 2021, and 2020, split by sampling year (data element ‘sampY’). 

More details are available in last year's finalised call for data ‘Annual call for continuous collection of chemical contaminants occurrence data in food and feed | EFSA’.

REPORTING AUTHORITIES CONTRIBUTING TO EACH DATA COLLECTION: 

OCC-CHEMMON2020 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2021 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2022 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2023 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy

OCC-CHEMMON2024 – Croatian Food Agency, Ministry of Agriculture - Directorate of Food Quality and Phytosanitary Policy
description: HR; CSV; data.collection@efsa.europa.eu