cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17144549
title: Replication Archive: Technocratic versus Populist Political Orientations in Contemporary Germany

description: Replication Archive: Technocratic versus Populist Political Orientations in Contemporary Germany

This repository contains replication materials for the paper Technocratic versus Populist Political Orientations in Contemporary Germany. The study analyzes ideological clustering and party alignment of technocratic and populist orientations using data from the European Social Survey (ESS) and World Values Survey (WVS).

Contents





Stata and R scripts for all stages of the analysis (data preparation, PCA and reliability testing, descriptive statistics, cluster analysis, and multinomial logistic regression).




Appendix C (Word format) with representative code snippets and outputs, as included in the paper.




README file with step-by-step instructions, software requirements, and data access notes.



Data Access

Due to licensing restrictions, the ESS and WVS datasets are not redistributed in this archive. Users can freely download them from the official sources:





ESS Round 9: https://www.europeansocialsurvey.org/data/




WVS Wave 7: https://www.worldvaluessurvey.org/



Citation

If you use these materials, please cite as:Barman, Keshab (2025). Replication Archive: Technocratic versus Populist Political Orientations in Contemporary Germany. zenodo https://doi.org/10.5281/zenodo.17144550

License

These replication materials are released under the CC-BY 4.0 License, permitting sharing and adaptation with attribution.
DOI: 10.15468/dl.jewa3p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000122-250920141307145/datasets/export for details.
DOI: 10.15468/dl.shtaet
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000123-250920141307145/datasets/export for details.
DOI: 10.15468/dl.9e42dr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is Lesotho",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49v5at
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Eremogone congesta",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 837 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000125-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13118679
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ufnx9f
title: Occurrence Download

description: A dataset containing 3150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Trifolium incarnatum"
 ]
}

 The dataset includes 3150 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000126-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6n8r4j
title: Occurrence Download

description: A dataset containing 1657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1657 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000127-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj623c
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 162 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000128-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqtk2q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is Pakistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000129-250920141307145/datasets/export for details.
DOI: 10.15468/dl.78sttt
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Eriachne aristidea",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 340 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000130-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxpjb6
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000131-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nuymz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000134-250920141307145/datasets/export for details.
DOI: 10.15468/dl.8kurnr
title: Occurrence Download

description: A dataset containing 1036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echium plantagineum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1036 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000133-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjhyks
title: Occurrence Download

description: A dataset containing 10415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Erigeron annuus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 10415 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000132-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zkmsh
title: Occurrence Download

description: A dataset containing 59619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "StateProvince is Washington",
 "TaxonKey is Apidae"
 ]
}

 The dataset includes 59619 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000104-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g45huv
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Erigeron bellidioides",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000135-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7yutd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000136-250920141307145/datasets/export for details.
DOI: 10.15468/dl.bqgb6j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000137-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnkb5v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000138-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17165947
title: A Pairwise-Even Structured Heuristic for Fast Approximation of Unique Subset Sums
title: Efficient Estimation of Unique Subset Sums via Pairwise-Even Set Design

description: This paper introduces a novel heuristic-analytic method for estimating the number of unique subset sums in finite integer sets. Unlike classical approaches such as the Erdős–Turán method, which rely on probabilistic bounds but are computationally intensive, our method leverages a structured set design focused on even positive integers, optionally supplemented by a few small negative numbers. This "pairwise-even" structure reduces symmetry and overlap among subset sums, dramatically increasing the likelihood of uniqueness. 

 

The method includes algorithmic steps for constructing the set, generating subset sums, and estimating uniqueness either via direct computation or probabilistic sampling. Explicit examples demonstrate that the proposed approach consistently achieves higher accuracy than the classical Erdős–Turán estimates, particularly as the set size grows. Empirical results show that approximation errors diminish with increasing n, often reaching negligible levels. 

 

While not a rigorous theorem, the approach offers practical advantages in speed, simplicity, and accuracy for structured sets. Potential extensions include mixed parity sets, higher-dimensional vector subset sums, and connections to entropy-based analysis. This work provides a complementary tool to classical additive number theory methods, suitable for rapid estimation in combinatorial problems, simulations, and research exploration.
DOI: 10.5281/zenodo.17165948
title: A Pairwise-Even Structured Heuristic for Fast Approximation of Unique Subset Sums
title: Efficient Estimation of Unique Subset Sums via Pairwise-Even Set Design

description: This paper introduces a novel heuristic-analytic method for estimating the number of unique subset sums in finite integer sets. Unlike classical approaches such as the Erdős–Turán method, which rely on probabilistic bounds but are computationally intensive, our method leverages a structured set design focused on even positive integers, optionally supplemented by a few small negative numbers. This "pairwise-even" structure reduces symmetry and overlap among subset sums, dramatically increasing the likelihood of uniqueness. 

 

The method includes algorithmic steps for constructing the set, generating subset sums, and estimating uniqueness either via direct computation or probabilistic sampling. Explicit examples demonstrate that the proposed approach consistently achieves higher accuracy than the classical Erdős–Turán estimates, particularly as the set size grows. Empirical results show that approximation errors diminish with increasing n, often reaching negligible levels. 

 

While not a rigorous theorem, the approach offers practical advantages in speed, simplicity, and accuracy for structured sets. Potential extensions include mixed parity sets, higher-dimensional vector subset sums, and connections to entropy-based analysis. This work provides a complementary tool to classical additive number theory methods, suitable for rapid estimation in combinatorial problems, simulations, and research exploration.
DOI: 10.15468/dl.f5wz9s
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Erigeron blakei",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 49 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000139-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q98b3y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000141-250920141307145/datasets/export for details.
DOI: 10.15468/dl.f3svt6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000143-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17165838
title: From attitudes to usage

description: This repository includes the datasets, metadata, and scripts used in Serra, Eleonora, From attitudes to usage: The dynamics of linguistic prestige in early modern Italy (De Gruyter, 2025). For a detailed description of the contents, please refer to the accompanying README file.
DOI: 10.5281/zenodo.17165839
title: From attitudes to usage

description: This repository includes the datasets, metadata, and scripts used in Serra, Eleonora, From attitudes to usage: The dynamics of linguistic prestige in early modern Italy (De Gruyter, 2025). For a detailed description of the contents, please refer to the accompanying README file.
DOI: 10.15468/dl.vfamuy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000142-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2jz5hk
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Erigeron bloomeri",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 286 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000144-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3kvng
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000145-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhjdyw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is Serbia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000146-250920141307145/datasets/export for details.
DOI: 10.15468/dl.mypp64
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula marginata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 67 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000147-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30172051
title: Data for sharing.xlsx

description: This dataset contains firm level data used in an empirical study investigating the relationship between firms' international expansion and their green innovation performance.
DOI: 10.6084/m9.figshare.30172051.v1
title: Data for sharing.xlsx

description: This dataset contains firm level data used in an empirical study investigating the relationship between firms' international expansion and their green innovation performance.
DOI: 10.15468/dl.b3mc3f
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Erigeron patagonicus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000148-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17165943
title: Dataset of Robotino 1.6 Moving on Different Surfaces

description: About the Dataset

This dataset contains the unprocessed, time-series sensor readings from the mobile robot.

Experimental Setup

The data was collected using a Robotino v1.6 mobile robot equipped with three omni-directional wheels. Experiments were conducted on four distinct surfaces:





Gray: Soft, smooth rubber.




Green: Hard, rough plastic.




Table: Hard, smooth laminated chipboard.




Red: Semi-hard, semi-rough honeycomb-shaped EVA foam (used as the "unexplored" surface).



File Contents

The dataset is composed of several .csv files, each corresponding to a specific set of experiments:





gray.csv, green.csv, table.csv, red.csv: These files contain data from linear motion experiments. The robot was commanded to move at constant directions (from 0° to 355° in 5° increments) and speeds (0.1, 0.2, and 0.3 m/s) across each respective surface.




circle.csv, square.csv: These files contain data from complex trajectories where the robot moved across boundaries between two different surfaces (gray and green).