notesum.ai

Published at December 6

Who Sets the Agenda on Social Media? Ideology and Polarization in Online Debates

cs.SI

cs.CY

physics.soc-ph

Released Date: December 6, 2024

Authors: Edoardo Loru¹, Alessandro Galeazzi², Anita Bonetti¹, Emanuele Sangiorgio¹, Niccolò Di Marco¹, Matteo Cinelli¹, Andrea Baronchelli³, Walter Quattrociocchi¹

Aff.: ¹Sapienza University of Rome; ²University of Padova; ³City University of London

Arxiv: http://arxiv.org/pdf/2412.05176v1

Dataset	Category	Dist. 1	Dist. 2	$N_{1}$	$N_{2}$	$W$	$P$	$P_{\text{adj}}$
COP26	Activist	True	Shuffled	77	77	2961	0.99279200	1.00000000
	Activist	True	Uniform	77	92	3515	0.93458799	1.00000000
	Int. Org. / NGO	True	Shuffled	136	136	7944	0.04448549	0.48934039
	Int. Org. / NGO	True	Uniform	136	96	6250	0.58152710	1.00000000
	Media	True	Shuffled	151	151	11776	0.62114462	1.00000000
	Media	True	Uniform	151	96	7835	0.28392097	1.00000000
	Other	True	Shuffled	59	59	1450	0.11855345	1.00000000
	Other	True	Uniform	59	93	2510	0.37835803	1.00000000
	Politics	True	Shuffled	56	56	1966	0.02071237	0.24854844
	Politics	True	Uniform	56	98	3083	0.20292026	1.00000000
	Private Individual	True	Shuffled	82	82	3691	0.27923957	1.00000000
	Private Individual	True	Uniform	82	86	3440	0.78737427	1.00000000
COVID-19	Activist	True	Shuffled	30	30	397	0.44043071	1.00000000
	Activist	True	Uniform	30	272	3602	0.29281865	1.00000000
	Int. Organization / NGO	True	Shuffled	28	28	449	0.35026999	1.00000000
	Int. Organization / NGO	True	Uniform	28	231	3368	0.72137903	1.00000000
	Media	True	Shuffled	676	676	231149	0.71090164	1.00000000
	Media	True	Uniform	676	293	98174	0.83001698	1.00000000
	Other	True	Shuffled	261	261	30024	0.01916287	0.22995439
	Other	True	Uniform	261	263	31785	0.14343707	1.00000000
	Politics	True	Shuffled	163	163	14161	0.30323547	1.00000000
	Politics	True	Uniform	163	269	24175	0.07345626	0.80801882
	Private Individual	True	Shuffled	419	419	90303	0.47153016	1.00000000
	Private Individual	True	Uniform	419	249	51343	0.73322830	1.00000000
Ukraine	Activist	True	Shuffled	84	84	3681	0.62742244	1.00000000
	Activist	True	Uniform	84	199	8447	0.88747492	1.00000000
	Int. Org. / NGO	True	Shuffled	37	37	560	0.18182889	1.00000000
	Int. Org. / NGO	True	Uniform	37	177	2921	0.30344682	1.00000000
	Media	True	Shuffled	445	445	101522	0.51290296	1.00000000
	Media	True	Uniform	445	184	41640	0.73583023	1.00000000
	Other	True	Shuffled	186	186	16556	0.47487687	1.00000000
	Other	True	Uniform	186	210	18419	0.32883769	1.00000000
	Politics	True	Shuffled	105	105	6238	0.09963063	1.00000000
	Politics	True	Uniform	105	217	13144	0.02531641	0.30379690
	Private Individual	True	Shuffled	309	309	45736	0.36652843	1.00000000
	Private Individual	True	Uniform	309	179	26291	0.36359119	1.00000000