cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48804/l9xfem
title: Speaking of Refugees Discursive Power, Polarization and Framing in Europe’s Mediated Migration Debates - Project Data and Supplementary Materials

description: &lt;p&gt;
This repository serves as the central archival location for computational research materials, code, and supplementary data associated with the doctoral dissertation *Speaking of Refugees: Discursive Power, Polarization and Framing in Europe’s Mediated Migration Debates* (KU Leuven, Faculty of Social Sciences).

The dissertation examines how migration and refugees are debated within Europe’s hybrid media system, where legacy journalism and social media publics interact and shape contemporary political communication. The empirical analyses address three major cases: (1) the 2015 European Refugee Crisis, (2) displacement following the 2022 Russian invasion of Ukraine, and (3) climate migration and refugee discourse on X (formerly Twitter).

The data pertain to multiple languages, time periods, and media contexts related to these cases. Further details are provided in the dissertation and in the chapter- and file-level documentation included in this repository.
&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Current contents&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
 &lt;li&gt;Chapter-level folders corresponding to empirical studies in the dissertation;&lt;/li&gt;
 &lt;li&gt;Python and R scripts and Jupyter notebooks documenting data collection, preprocessing, topic modeling (STM, BERTopic), social network analysis, and qualitative sampling workflows;&lt;/li&gt;
 &lt;li&gt;Derived data products, including tweet ID datasets shared in accordance with X/Twitter Terms of Service;&lt;/li&gt;
 &lt;li&gt;Static figures and interactive HTML visualizations accompanying the analyses;&lt;/li&gt;
 &lt;li&gt;Chapter-specific and repository-level README files documenting analytical scope, data access constraints, and methodological decisions.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Notes on updates&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
 &lt;li&gt;This repository represents a curated snapshot of the computational materials underlying the dissertation at the time of submission.&lt;/li&gt;
 &lt;li&gt;Minor updates may occur in the future to reflect accepted publications or finalized versions of manuscripts, but the overall structure and contents correspond to the dissertation as submitted.&lt;/li&gt;
&lt;/ul&gt;


&lt;p&gt;
 No full tweet text or user metadata will be shared, in line with ethical guidelines and platform data-sharing restrictions. Researchers may rehydrate tweet IDs through the X API depending on their institutional access policies. iCandid can be reached to request access to Flemish newspaper data.
&lt;/p&gt;
DOI: 10.25549/wpacards-c8-151371
title: WPA household census for 6423 BELL GARDEN AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.vt47kv
title: Occurrence Download

description: A dataset containing 47770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-167.08034 -50.50299,-165.58208 -49.4587,-163.87235 -48.04211,-162.7889 -46.99474,-162.02436 -46.17125,-161.0656 -44.86441,-160.21405 -43.65161,-159.38674 -42.42215,-158.58401 -41.1765,-157.67502 -39.69681,-156.92674 -38.41771,-156.20402 -37.124,-155.01196 -34.84709,-154.36051 -33.51606,-153.73563 -32.17236,-152.72437 -29.8348,-151.84216 -27.5942,-151.39533 -26.50665,-150.68377 -24.73348,-149.83279 -22.54134,-149.4176 -21.44133,-148.69511 -19.47557,-147.91005 -17.25896,-147.14188 -15,-146.4234 -12.79717,-146.06921 -11.67602,-145.51924 -9.88468,-144.85438 -7.62911,-144.09105 -5.63648,-143.35683 -3.51619,-142.82431 -1.81575,-142.44718 -0.505,-142.01586 1.13306,-141.52203 3.25415,-141.29017 4.37435,-141.01572 5.84487,-140.69333 7.86515,-140.48333 9.45726,-140.34797 10.68174,-140.28144 11.95258,-140.238 13.20168,-140.21396 14.83767,-140.23743 16.92816,-140.28959 18.3816,-140.37114 19.83368,-140.55953 22.12106,-140.71666 23.56692,-140.9017 25,-141.23711 27.16508,-141.49612 28.59621,-141.77939 30,-142.1007 31.44128,-142.44602 32.85406,-142.81984 34.25957,-143.17421 35.70107,-143.7137 37.79174,-144.28159 39.87487,-145.02159 42.43528,-145.65255 44.50018,-146.06115 45.78631,-146.73761 47.83676,-147.44192 49.87781,-147.83882 50.9899,-148.58593 53.01568,-149.34835 55,-149.77065 56.06613,-150.74269 58.43872,-151.37631 59.92898,-152.16345 61.91945,-152.925 63.48979,-153.78719 65,-155.56853 67.53722,-156.70034 68.86574,-157.98511 70,-160.12148 71.58476,-162.2078 72.83323,-165.5642 74.33376,-167.08034 -50.50299))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Accipitriformes",
 "Year 2015-2024"
 ]
}

 The dataset includes 47770 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006210-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/wpacards-ouc11572645
title: WPA household census for 6545 BELL GARDEN AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11572620
title: WPA household census for 6547 BELL GARDEN AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.5281/zenodo.18754564
title: MEMS samples Type 1

description: Spreadsheet with information about the first type of MEMS samples for D1NAM0 project
DOI: 10.25549/wpacards-c8-134318
title: WPA household census for 11550 STANFORD AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134327
title: WPA household census for 436 WEST 116TH STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134339
title: WPA household census for 11551 ATHENS WAY, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134347
title: WPA bock face card for household census (block 2193) in Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134372
title: WPA household census for 331 EAST 116TH PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-150402
title: WPA household census for 1941 SICHEL ST, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-150561
title: WPA household census for 1843 WORKMAN ST, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-150609
title: WPA household census for 1828 WORKMAN, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.24400/606896/cnes-regina-jfng00chn
title: GNSS data of JFNG00CHN, Jiufeng, China
DOI: 10.25549/wpacards-c8-150612
title: WPA household census for 1842 WORKMAN, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-150630
title: WPA household census for 1854 1/2 SICHEL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-151176
title: WPA household census for 7200 ANAHEIM TELEGRAPH RD, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11572387
title: WPA household census for 7210 ANAHEIM TELEGRAPH RD, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25826/data20260217-161004-0
title: Fatty acid, triacylglycerol, tocochromanol, and phytosterol composition of Acacia raddiana seed oil

description: Acacia raddiana seed oil was extracted using a Twisselmann apparatus with petroleum ether as the extraction solvent. The oil samples were subsequently analyzed for their fatty acid, triacylglycerol (TAG), tocochromanol, and phytosterol composition using gas chromatography (GC-FID) and high-performance liquid chromatography (HPLC-FLD). The objective of this study was to provide preliminary insights into the chemical composition of Moroccan Acacia raddiana seed oil, which, to the best of our knowledge, has not been previously investigated. The four analyzed samples were characterized by a predominance of linoleic acid (43.07–52.75%), followed by oleic acid (23.30–28.37%), palmitic acid (11.95–14.78%), and stearic acid (3.62–6.44%). Additional fatty acids were also identified and quantified. These major fatty acids constituted the principal acyl moieties of the identified triacylglycerols, with PLL (13.85–18.81%), LLO (14.83–17.80%), and LLL (10.93–16.84%) being the dominant TAG species. The total tocochromanol content ranged from 1,766 to 2,982 mg/kg oil, with α-tocopherol and γ tocopherol as the predominant isomers. Regarding phytosterols, the total content ranged from 15,652 to 18,645 mg/kg oil, with β-sitosterol identified as the main phytosterol. The data presented expand the current knowledge of the composition of Moroccan Acacia raddiana seed oil and provide a foundation for future studies and further interpretation.
DOI: 10.25549/wpacards-c8-151185
title: WPA household census for 7610 ANAHEIM TELEGRAPH RD, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11572138
title: WPA household census for 7750 ANAHEIM TELEGRAPH RD, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-151194
title: WPA household census for 1155-BOX GARFIELD AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.4kpxs7
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polycentropus excisus"
 ]
}

 The dataset includes 433 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006215-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/wpacards-c8-150639
title: WPA household census for 1739 SICHEL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11571845
title: WPA household census for 4222 BANDINI BLVD, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.