Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
2
datasets available to search
ShareScore release 0.9.0
Dataset results
2 results for “voting behavior”
Homophily in Voting Behavior: Evidence from Preferential Voting
<p>This is a dataset for the paper <em>"Homophily in Voting Behavior: Evidence from Preferential Voting"</em> (co-authored by Lucie Coufalová and Michal Ševčík) that allows for the replication of all regression tables and descriptive statistics.</p> <p>There are four files in the dataset:</p> <ul> <li>"rdata.csv" is the main file with data used in regressions</li> <li>"homo_occupation.csv" is an auxiliary file with data used to calculate some descriptive statistics</li> <li>"municipalities_age.csv" is an auxiliary file with data used to calculate some descriptive statistics</li> <li>"replication_data_20220910.RData" is a file that contains all tables packed and compressed for use in R.</li> </ul> <p><strong> Tables</strong><br> rdata...main data table used in regressions<br> homo_occupation...auxiliary data table used in descriptive stats<br> municipality_ages...auxiliary data table used in descriptive stats</p> <p><strong>Variables</strong><br> <em> Outcome:</em><br> pref...number of preferential votes</p> <p><em> Variables of interest:</em><br> homo_municipality...indicator variable for a candidate running in the municipality of his/her residence<br> homo_(education/occupation/age/gender)...percentage of the population sharing the characteristic of the candidate</p> <p><em> Other variables:</em><br> KOD_OBEC...municipality ID in CISOB classification<br> total_fe...ID of candidate-election pair<br> maxPORCISLO...number of candidates on the ballot<br> cluster_ID...ID for error term clustering<br> POC_HLASU...total number of votes cast for the party in the given municipality<br> small_municipality...indicator variable for a municipality with a population below the median (defined separately <br> for each year and constituency)<br> year...election year (election ID)<br> VOLKRAJ...constituency ID<br> PORCISLO...position of the candidate on the ballot<br> VEK...age<br> agecat...age category<br> MANDAT...indicator variable for elected candidates<br> tertiary_educ...indicator variable for candidates with tertiary education<br> gender...male/female<br> ger_share...indicator variable for municipality being dominated by ethnic Germans in 1930</p> <p> </p>
The Grass Is Not Greener on the Other Side: The Role of Attention in Voting Behavior
<p>Replication script and data for paper "The Grass Is Not Greener on the Other Side: The Role of Attention in Voting Behavior".</p> <p>The replication script (replication_code.R) is looking for the data in a directory ./DATA. Specifically, it reads data from .RData file (data_replication.RData) with the following variables:</p> <ul> <li>year ... Election year/Election ID,</li> <li>ballot ... Ballot ID -- a combination of KSTRANA (election-specific party ID), VOLKRAJ (constituency ID) and year,</li> <li>pref_hlasy ... Number of preferential votes (n),</li> <li>otherside ... Indicator variable for candidates listed on the reverse side,</li> <li>male ... Indicator variable for males,</li> <li>agecat ... Age category,</li> <li>VEK ... Age,</li> <li>ISCO ... ISCO 1 (other -- not categorized in ISCO),</li> <li>maxBallot ... Total number of candidates on the ballot,</li> <li>POC_HLASU ... Total number of votes cast for the party,</li> <li>dff ... Distance to break,</li> <li>ISCED* ... Indicator variables for ISCED categories</li> </ul> <p>Dataset contains only publicly available data described in the underlying paper. Voting data available from https://www.volby.cz/opendata/opendata.htm are augmented with ISCO categories and the variable "otherside". Both were coded manually.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.