[2/2] What they find is that incompletely shared data and code are the main (but not the only) issues. Based on their experience, they offer us and the rest of the field, some suggestions on how we can improve the state of reproducibility. Always welcome!

@spiderjens @CommediaLivUni Thank-you! -

link:

📣Just out: @daniel_t_thiele leverages word-embedding representations of dictionaries and machine translation to investigate user-generated populism in comments during COVID-19 in 7 European countries, finding varying effects of restrictive policies.

📢New article @ CCR! L. de Bruyne, @TonivdMeer, O. De Clercq and V. Hoste leverage machine learning models to analyze emotions in Dutch crisis-related tweets and introduces a framework for monitoring emotional climates on social media during crises. Link:

📢 CCR is now also on Bluesky! Follow us @

New Paper! @jana_bhard and @boomgaardenhg investigate the role of validation methods in topic model selection, showing how different approaches can influence the chosen model, impacting study results, and thus also theory development. Available here:

@MarikenVelden @hjms @c_baden @hauke_licht @FabienneLind @justin_ct_ho @chainsawriot @edeleonw @susanvermeer @damian0604 @seanpalicki @SteWalter @vanatteveldt @alice_beazer @IsaacBr45419303 @aakos_m @Miklos__Sebok @MoritzLaurer @CasAndreu @KasperWelbers @amauritsvdv @owencheng1992 @WeiyuZ @gulsahakcakir @JoyceOoops [5/5] 📣Over the next week, we will tweet about each of the articles offered in this special issue, here. Stay tuned for more, or check out the whole issue now:

👀New article @CCR_OpenJournal :"The speech we miss: How keyword-based data collection obscures youth participation in online political discourse". Thanks to the authors: @AdinaGitomer, @Shugars, @ryanjgallag, @mccabe_s and @foucaultwelles. Right here:

📢Just out: "Word Embedding Enrichment for Dictionary Construction: An Example of Incivility in Cantonese". Congratulations to @cuhkhailiang, @ng007007 and Nathan Tsang! Link:

📣Just published: "Simulating Reputation Dynamics and Their Manipulation: An Agent Based Model Framework", with great thanks to the authors @TorstenEnsslin, Viktoria Kainz, and @CelineBoehm1. Available now:

New publication! 🚨 "Cross-Platform Information Flow and Multilingual Text Analysis: A Comparative Study of Weibo and Twitter Through Deep Learning", thanks to the talented @wzt98, Jiayi Zhu, Yixuan Xu, @DonggyuKim_USC and Dmitri Williams. Available here:

🚨 We are thrilled to tease our special issue on Multilingual Text Analysis (to be published in September), edited by @c_baden @MarikenVelden @hjms with a brilliant piece by @justin_ct_ho and @chainsawriot.

📣Just published: "Political discussions in online oppositional communities in the non-democratic context" Available right here: Thanks and congratulations🎉 to @A_Zinnatullin!