Examining the intra-location differences among Twitter samples by V Ivanova et al. (COMPLEXIS 2023)

Examining the intra-location differences among Twitter samples [pdf]

Rositsa V Ivanova, Ema Kusen, Stefan Sobernig

Proceedings of the 8th International Conference on Complexity, Future Information Systems and Risk (COMPLEXIS 2023)

rivanova@wu.ac.at, stefan.sobernig@wu.ac.at, ema.kusen@univie.ac.at

Comparison of number of vertices, number of edges, number of connected components and degree distribution of retweet networks per geo-location pair for CO8 (i.e. perfect network match).

Location |V | |E| Connected Components Degree Distribution

Frankfurt 1 66.405 56.475 9.930

Frankfurt 2 66.405 56.475 9.930

Mumbai 1 65.429 55.650 9.779

Mumbai 2 65.429 55.650 9.779

Sydney 1 65.431 55.651 9.780

Sydney 2 65.431 55.651 9.780

Seoul 1 66.400 56.466 9.934

Seoul 2 66.400 56.466 9.934

Virginia 1 66.406 56.476 9.930

Virginia 2 66.406 56.476 9.930

Comparison of number of vertices, number of edges, number of connected components and degree distribution of retweet networks per geo-location pair for C14* (i.e. interrupted collection with many differences).

Location |V | |E| Connected Components Degree Distribution

Frankfurt 1* 1.151.689 1.048.508 103.181

Frankfurt 2 1.239.081 1.128.180 110.901

Mumbai 1* 531.705 481.243 50.462

Mumbai 2* 404.316 364.838 39.478

Sydney 1 1.215.285 1.106.309 108.976

Sydney 2 1.215.290 1.106.322 108.968

Seoul 1 1.215.341 1.106.359 108.982

Seoul 2 1.215.336 1.106.350 108.986

Virginia 1 1.291.652 1.177.045 114.607

Virginia 2 1.298.073 1.183.015 115.058

Comparison of number of vertices, number of edges, number of connected components and degree distribution of mention networks per geo-location pair for CO6 (i.e. complete collection with differences).

Location |V | |E| Connected Components Degree Distribution

Frankfurt 1 16.173 9.675 6.498

Frankfurt 2 16.167 9.671 6.496

Mumbai 1 16.183 9.679 6.504

Mumbai 2 16.167 9.671 6.496

Sydney 1 16.180 9.677 6.503

Sydney 2 16.180 9.678 6.502

Seoul 1 16.177 9.677 6.500

Seoul 2 16.175 9.675 6.500

Virginia 1 16.172 9.674 6.498

Virginia 2 16.173 9.674 6.499

Further evaluations available upon request.

Location	\|V \|	\|E\|	Connected Components
Frankfurt 1	66.405	56.475	9.930
Frankfurt 2	66.405	56.475	9.930
Mumbai 1	65.429	55.650	9.779
Mumbai 2	65.429	55.650	9.779
Sydney 1	65.431	55.651	9.780
Sydney 2	65.431	55.651	9.780
Seoul 1	66.400	56.466	9.934
Seoul 2	66.400	56.466	9.934
Virginia 1	66.406	56.476	9.930
Virginia 2	66.406	56.476	9.930

Location	\|V \|	\|E\|	Connected Components
Frankfurt 1*	1.151.689	1.048.508	103.181
Frankfurt 2	1.239.081	1.128.180	110.901
Mumbai 1*	531.705	481.243	50.462
Mumbai 2*	404.316	364.838	39.478
Sydney 1	1.215.285	1.106.309	108.976
Sydney 2	1.215.290	1.106.322	108.968
Seoul 1	1.215.341	1.106.359	108.982
Seoul 2	1.215.336	1.106.350	108.986
Virginia 1	1.291.652	1.177.045	114.607
Virginia 2	1.298.073	1.183.015	115.058

Location	\|V \|	\|E\|	Connected Components
Frankfurt 1	16.173	9.675	6.498
Frankfurt 2	16.167	9.671	6.496
Mumbai 1	16.183	9.679	6.504
Mumbai 2	16.167	9.671	6.496
Sydney 1	16.180	9.677	6.503
Sydney 2	16.180	9.678	6.502
Seoul 1	16.177	9.677	6.500
Seoul 2	16.175	9.675	6.500
Virginia 1	16.172	9.674	6.498
Virginia 2	16.173	9.674	6.499