cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/0xoytg
title: Replication Data for: "Evaluating the Effect of Homicide Prevention Strategies in São Paulo, Brazil: A Synthetic Control Approach"

description: Although Brazil remains severely affected by civil violence, the state of São Paulo has made significant inroads into fighting criminality. In the last decade, São Paulo has witnessed a 70% decline in homicide rates, a result that policy-makers attribute to a series of crime-reducing measures implemented by the state government. While recent academic studies seem to confirm this downward trend, no estimation of the total impact of state policies on homicide rates currently exists. The present article fills this gap by employing the synthetic control method to compare these measures against an artificial São Paulo. The results indicate a large drop in homicide rates in actual São Paulo when contrasted with the synthetic counterfactual, with about 20,000 lives saved during the period. The theoretical usefulness of the synthetic control method for public policy analysis, the role of the Primeiro Comando da Capital as a causal mediator, and the practical implications of the security measures taken by the São Paulo state government are also discussed.
DOI: 10.7910/dvn/0ybbzn
title: Wright Files I-Z Edited; Docketed Case: 18568
DOI: 10.7910/dvn/0yctzm
title: A13_25205.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f9c75d12-c82e-4c00-8cbf-7af6d88cc572'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f9c75d12-c82e-4c00-8cbf-7af6d88cc572
DOI: 10.7910/dvn/0ywqf4
title: A92_5019.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/4132824b-11ae-843e-499b-1c1064f603d2'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/4132824b-11ae-843e-499b-1c1064f603d2
DOI: 10.7910/dvn/10vkc9
title: Benin (2012): Etude TRaC sur l'evaluation de l'utilisation des determinants de l'utilisation du Condom avec les partenaires occasionnels chez les jeunes eleves non maries de 15-24 des zones d'intervention du project IMPACT 3eme passage

description: Grace au financement de l'USAID a travers le projet IMPACT, ABMS/PSI a mene entre 2006 et 2012 la distribution des preservatifs et des activites de communication pour un changement de comportement dans les zones d'intervention. Comme les deux premiers passages, cette etude vise a mesurer les niveaux d'utilisation du preservatif et des facteurs correles avec cetter utilisation chez les jeunes non maries ages de 15-24 ans. L'enquete s'est deroule dans les huit communes du projet IMPACT en juin 2012. Au total 1543 eleves (dont 549 filles) ont ete interviewes. La procedure ANOVA a permis d'analyser les tendances de l'evolution dans le temps des niveaux d'utilisation du condom et des facteurs d'opportunite, de capacite, et de motivation y associes. Il montre les changements dans les indicateurs depuis 2007 et 2009. Les analyses individuelles sur le comportement et chaque determinant ont ete faites en controler pour les caracteristiques sociodemographiques.
DOI: 10.7910/dvn/13nx2e
title: Replication Data for: Examining conflict management technique sequences in international claims

description: The study groups third-party conflict management techniques (CMTs)
into binding and non-binding approaches to examine whether and how
their sequence explains the outcome of international issue claims. Third
parties can intervene in disputes by providing good offices or mediation;
they also engage with more binding approaches such as arbitration and
adjudication. While the literature has established a solid understanding
of any of these third-party techniques in issue claims, it has mostly
treated them in isolation from each other, thereby ignoring the
persistent interdependencies that may establish a sequence of CMTs. We
address this shortcoming by developing a theoretical argument for and
empirically testing the impact of changes in CMT sequences on the
outcome of interstate conflicts. Our results indicate that sequences
involving a change in CMTs (from binding to non-binding approaches or
vice versa) result in more effective outcomes.
DOI: 10.7910/dvn/115rby
title: A87_1186.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/aaf86ca2-24ea-f7ae-8bf3-ead45095d875'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/aaf86ca2-24ea-f7ae-8bf3-ead45095d875
DOI: 10.7910/dvn/13mlzt
title: A13_25164.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/4bbd7276-4e7e-45e7-9e18-7b13dc03b765'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/4bbd7276-4e7e-45e7-9e18-7b13dc03b765
DOI: 10.7910/dvn/13tfsf
title: A00_13271.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/17698271-095a-b2d5-d836-f3ead145e2a9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/17698271-095a-b2d5-d836-f3ead145e2a9
DOI: 10.7910/dvn/14wglb
title: A99_12058.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/93f737a9-abea-d6be-2617-afdb6c539c5c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/93f737a9-abea-d6be-2617-afdb6c539c5c
DOI: 10.7910/dvn/15e5a7
title: V2I Infrastructure Placement and Safety Implications of CAVs in an interconnected Network

description: With communication and computational capabilities of connected and automated vehicles
(CAVs) evolving rapidly overtime, CAVs can receive and process large amount of data in
real-time to dynamically adjust their travel states (e.g., speed, lanes, and/or travel paths).
Because of these advanced features, CAVs have great potential to improve the mobility and
safety of transportation systems. Existing research has been conducted to leverage information sharing through vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) technologies to mitigate intersections and road segments safety risks. However, since transportation is an interconnected network, local traffic adjustments (such as flow or speed changes) could lead to broader impacts by traffic diversion. Therefore, research is urgently needed to investigate the safety implications from a system perspective with these advanced technologies. In this project, we focus on the impacts of information-sharing locations of V2I devices on the system-level safety implications considering adaptive decision-making of CAVs with information updates through V2I communication nodes. We propose a novel transportation network equilibrium model to consider the adaptive decision making of CAVs responding to mobility information updates along their travel paths. Microscopic simulation is conducted to estimate key parameters for network equilibrium model, including surrogate safety measurements (e.g., time-to-collision (TTC)), collision risk functions, and link performance functions. Different V2I information sharing strategies are evaluated and compared to understand the impact of information sharing locations on transportation network safety with CAVs using both a four-node test network and Orlando transportation network. We found that: (1) more information shared is not always better for network safety; (2) information sharing at different locations could dramatically impact the network safety risk; (3) information sharing will influence the rerouting decisions and the collision risk for those links that vehicles reroute to after receiving information updates will determine the network safety. The specific impacts of information sharing locations will depend on specific settings of the network but the proposed methodology provides a general way to quantify the impacts for different network
settings
DOI: 10.7910/dvn/0yh1xl
title: Jornal dos Sports 888

description: Newspaper
DOI: 10.7910/dvn/0zrgee
title: Replication Data for: A pairwise comparison framework for fast, flexible, and reliable human coding of political texts

description: All of the data required for replicating the analyses are located in /DataFiles, with appropriately named subfolders.

MainTextRep.R replicates all figures, tables, and numbers reported in the main text with the data provided. SIRep.R does the same for the Supplementary Information.

The data folders also contain code that generate both the MTurk responses and the Stan fits. However, some of the functionality is deprecated, and the new package sentimentIt operates differently than earlier functionality, for example requiring login credentials. The code HITapi.R was used for some of the data collection, but is based on this earlier functionality. For an example using the newest functionality, refer to the SI or to the file packageImm_anon.R in /DataFiles/ImmigrationSurvey, which is a fully functional use of the package with the exception of the password being anonymous.
DOI: 10.7910/dvn/10hvx
title: House Unpassed Legislation 1796, Docket 4395, SC1/series 230, Petition of Simon Porridge

description: &lt;p&gt;Petition subject: Rights, liberties, and resources &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10935264"&gt;http://nrs.harvard.edu/urn-3:FHCL:10935264&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1796-01-12 &lt;/p&gt; &lt;p&gt;Petition location: Edgartown &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Several names from a committee &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Simon Porridge&lt;/li&gt;&lt;li&gt;Hezekiah Joel&lt;/li&gt;&lt;li&gt;Samuel Peters&lt;/li&gt;&lt;li&gt;Frances Peters&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Legislative action: To lie &lt;/p&gt; &lt;p&gt;Total signatures: 12 &lt;/p&gt; &lt;p&gt;Legislative action summary: To lie &lt;/p&gt; &lt;p&gt;Males of color signatures: 12 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: Indian natives, other black inhabitants of the Island Chapaquiddock in the county of Dukes County, [males of color] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Signatory column format: not column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Additional archivist notes: Chappaquiddick natives and their guardians, Joseph Huxford and Cornelius Huxford, Indian guardians, Dukes county, lands, fences, boundaries, creatures, animals, trespass, white people, grains, grass, oppressed Africans, freedom, emancipation, asylum, natives of the land, civil liberty, rights of men, constitution, taxation, agent, black inhabitants, patentees, purchasers &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1796, Docket 4395 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/10tmd6
title: A16_31829.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/c5c262cf-b64b-4d42-8630-8bc3656345a8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c5c262cf-b64b-4d42-8630-8bc3656345a8
DOI: 10.7910/dvn/11vsxq
title: A13_24725.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5cc7aa83-6663-40ae-9d1d-b7a7b6e026cd'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5cc7aa83-6663-40ae-9d1d-b7a7b6e026cd
DOI: 10.7910/dvn/16vwob
title: Replication Data for: Preventing and Responding to Dissent: The Observational Challenges of Explaining Strategic Repression

description: Although scholarly consensus suggests that dissent causes repression, the behaviors are endogenous: governments and dissidents act in expectation of each other’s behavior. Empirical studies have not accounted well for this endogeneity. We argue that preventive aspects of repression meaningfully affect the relationship between observed dissent and repression. When governments use preventive repression, the best response to dissent that does occur is unclear; observed dissent does not meaningfully predict responsive repression. By contrast, governments that do not engage in ex ante repression will be more likely to do it ex post. We follow U.S. voting scholarship and propose a new instrument to model the endogeneity: rainfall.We couple rainfall data in African provinces and U.S. states with data on dissent and repression and find that dissent fails to have a significant effect on responsive
repression in states that engage in preventive repression. 

This dataset contribution includes the original files to replicate the findings in the 2016 publication and the revised files described in the Corrigendum, submitted March 21, 2024.
description: This dataset contribution includes the original files to replicate the findings in the 2016 publication and the revised files described in the Corrigendum, submitted March 21, 2024.
DOI: 10.7910/dvn/0xcy9r
title: A15_28104.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/22214fb9-0fca-470a-bdad-7abe86f75c17'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/22214fb9-0fca-470a-bdad-7abe86f75c17
DOI: 10.7910/dvn/0zkbta
title: A11_20060.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3b674299-114a-4821-9020-8aa7369a2441'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3b674299-114a-4821-9020-8aa7369a2441
DOI: 10.7910/dvn/0zyphc
title: A88_1929.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/276fdfd7-d3e8-08ad-f50f-ce67ac154efe'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/276fdfd7-d3e8-08ad-f50f-ce67ac154efe
DOI: 10.7910/dvn/10frm1
title: A13_23999.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8756a774-2deb-4631-a54f-e49eb7608cbe'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8756a774-2deb-4631-a54f-e49eb7608cbe
DOI: 10.7910/dvn/10l5wo
title: Wright Casebook Edited; Docketed Case: 21,802
DOI: 10.7910/dvn/12xkeu
title: Replication Data for: Regression Search and Plot. Virginia’s Barrier Islands under Differing Sea-Level Rise Scenarios Dataverse.

description: This is a multifunction script that plots points along transect lines. These point positions are based from regression rates from external csv files, distances set here, and baseline points on each transect representing the current shore position.
DOI: 10.7910/dvn/15vizj
title: A15_27651.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/295ea007-968b-4789-9049-f4faa7864dcc'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/295ea007-968b-4789-9049-f4faa7864dcc
DOI: 10.7910/dvn/0wi68h
title: Replication Data for: The Partisan Contours of Attitudes about Rights and Liberties

description: This dataverse contains the files necessary to replicate The Partisan Contours of Attitudes about Rights and Liberties by Miles T. Armaly and Adam M. Enders.
DOI: 10.7910/dvn/0y8ikw
title: Replication Data for: Facing Change: Gender and Climate Change Attitudes Worldwide

description: All files needed to reproduce tables and figures for "Facing Change: Gender and Climate Change Attitudes Worldwide."
DOI: 10.7910/dvn/0z1nr
title: House Unpassed Legislation 1849, Docket 2318A, SC1/series 230, Petition of Josiah Moore

description: &lt;p&gt;Petition subject: Abolition of capital punishment &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481442"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481442&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Duxbury &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Aaron Josselyn, Duxbury; committee on the subject &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Josiah Moore&lt;/li&gt;&lt;li&gt;James Ritchie&lt;/li&gt;&lt;li&gt;Andrew Stetson&lt;/li&gt;&lt;li&gt;Maria F. Moore&lt;/li&gt;&lt;li&gt;Hannah Moore&lt;/li&gt;&lt;li&gt;Lucia A. Bradford&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1849-02-14 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 14, 1849 and referred to the committee on the subject and sent for concurrence &lt;/p&gt; &lt;p&gt;Total signatures: 80 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 46 &lt;/p&gt; &lt;p&gt;Female signatures: 34 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, legal voters, women and others, [females] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Signatory column format: column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1849, Docket 2318A &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/15jpoh
title: A93_5739b.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/9dec452a-0d58-317f-7a2a-3af5391ae797'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/9dec452a-0d58-317f-7a2a-3af5391ae797
DOI: 10.7910/dvn/0yd8zf
title: Replication Data for: Energetics of linear and shuttle running for field-sport athletes

description: Contains energetics data, laboratory graded exercise test data and all-out running data
DOI: 10.7910/dvn/0yeer
title: Senate Unpassed Legislation 1843, Docket 11312, SC1/series 231, Petition of Caleb Stetson

description: &lt;p&gt;Petition subject: Abolition of capital punishment &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481681"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481681&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1843-02-16 &lt;/p&gt; &lt;p&gt;Petition location: Medford &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Alexander Gregg, Medford &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Caleb Stetson&lt;/li&gt;&lt;li&gt;H. Ballou Jr.&lt;/li&gt;&lt;li&gt;James Curtis&lt;/li&gt;&lt;li&gt;Miles Samson Jr.&lt;/li&gt;&lt;li&gt;Nathan Richards&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 140 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 140 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, ["citizens"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Additional archivist notes: [date might be legislative action] &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1843, Docket 11312 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/0yhjrg
title: Replication Data for: No Evidence that Measuring Moderators Alters Treatment Effects

description: As survey experiments have become more common in political science, so too have efforts to identify who is most responsive to a treatment. By necessity, moderation experiments frequently rely on observed, rather than manipulated moderators, such as partisan identity or racial attitudes. These designs have led to an ongoing debate about where to measure moderators – immediately prior to the treatment, after the treatment, or in a prior wave of a panel survey. Each design choice has its downsides and detractors. Measuring a moderator after the treatment opens the possibility of posttreatment bias. Measuring it prior to the experiment may create priming effects. And panel studies are costly and sometimes infeasible. We contribute to this debate by systematically studying whether measuring moderators prior to an experiment affects the results. Across six different experiments, each involving one of the most commonly used moderators, we find no evidence of priming effects. Additionally, we find no evidence that the distance between a moderator and an experiment within a survey affects the results. Our findings thus help resolve the debate, suggesting that the pretreatment measurement of a moderator often poses little threat to the inferences drawn from an experiment. We conclude with advice on designing well-powered moderation experiments.
description: This dataset underwent an independent verification process that replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of code. The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill. 
<br>
The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the Center for Open Science.<br>
DOI: 10.7910/dvn/0yj2ap
title: A96_7532.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/24691fec-7cc4-7dba-ea73-00f41c6ddd84'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/24691fec-7cc4-7dba-ea73-00f41c6ddd84
DOI: 10.7910/dvn/12mven
title: When the Jobs of the Future Meet their Key Competencies: An Exploratory Study to Align the Perspective of World Economic Forum and the Occupations in ESCO Database

description: The technological evolution and digital transformation that is being experienced across industries is motivating a paradigm shift in occupations and work. New skills are being valued for the labor market and new professions are emerging. Likewise, other functions and occupations have been highlighted as those that will be losing ground in the job market. This raises concerns about the ability of companies and economies to meet, in due time, the needs for the development of new skills and paths for professional education and training, as well as for the deployment of requalification programs for those who occupy the jobs that are disappearing. 
This data allowed for the development study for advancing the consistency in the terminology and the designations adopted for the jobs and competencies of the future by bringing together the list of jobs of the future proposed by the World Economic Forum, and the classification of occupations and associated skills developed in ESCO, the European Skills, Competences Qualifications and Occupations database.
description: This data set gathers data that lists competencies present in job ads collected for the cities of Aveiro and Braga for the first quarter of 2022. The competencies were identified in the text of job adds published online in the Career.net site, and were matched with the competency labels as defined by ESCO terminology.