000000002 001__ 2
000000002 005__ 20240801202641.0
000000002 02470 $$ahttps://github.com/juliamendelsohn/framing$$2URL
000000002 037__ $$aADMIN
000000002 245__ $$aModeling Framing in Immigration Discourse on Social Media
000000002 251__ $$av1
000000002 269__ $$a2023-01-26
000000002 336__ $$aDataset
000000002 500__ $$aThe linked GitHub repository contains materials for the NAACL 2021 paper Modeling Framing in Immigration Discourse on Social Media.
<ul>
 <li>dataset.zip contains the full set of tweet IDs used for analysis. Human-annotated data for training frame detection models is located in the annotated_data folder, and machine-predicted frame labels are located in the predicted_data folder. </li>
 <li>codebook.pdf contains guidelines for frame annotation. It includes detailed descriptions of issue-generic policy, immigration-specific, and episodic/thematic frames. </li>
 <li>code/ contains all code for data collection, assessing annotations, and building and evaluating models </li>
 <li>notebooks/ contain Jupyter notebooks for framing analyses, including regressions and plots </li>
</ul>
000000002 510__ $$aMendelsohn, Julia, Budak, Ceren, Jurgens, David. Modeling Framing in Immigration Discourse on Social Media. Inter-university Consortium for Political and Social Research [distributor], 2023-01-26.
000000002 520__ $$aThe framing of political issues can influence policy and public opinion. Even though the public plays a key role in creating and spreading frames, little is known about how ordinary people on social media frame political issues. By creating a new dataset of immigration-related tweets labeled for multiple framing typologies from political communication theory, we develop supervised models to detect frames.
000000002 540__ $$aPublic data and code available on Github: <a href="https://github.com/juliamendelsohn/framing">https://github.com/juliamendelsohn/framing</a>
000000002 650__ $$apublic policy
000000002 650__ $$aimmigration
000000002 650__ $$apolitics
000000002 650__ $$aTwitter
000000002 655__ $$atext
000000002 720__ $$aMendelsohn, Julia$$ePrincipal Investigator$$uUniversity of Michigan$$7Personal
000000002 720__ $$aBudak, Ceren$$ePrincipal Investigator$$uUniversity of Michigan$$7Personal
000000002 720__ $$aJurgens, David$$ePrincipal Investigator$$uUniversity of Michigan$$7Personal
000000002 791__ $$tModeling Framing in Immigration Discourse on Social Media$$aJournal Article$$eis Referenced By$$2URL$$whttps://aclanthology.org/2021.naacl-main.179.pdf
000000002 908__ $$aTwitter
000000002 923__ $$ahttps://github.com/juliamendelsohn/framing
000000002 926__ $$aPython
000000002 980__ $$aDatasets
000000002 980__ $$aX
000000002 981__ $$aPublished