The graph represents a network of 7,415 Twitter users whose recent tweets contained "#marketingdigital", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 12 May 2020 at 15:24 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 38-minute period from Sunday, 03 May 2020 at 22:18 UTC to Tuesday, 12 May 2020 at 13:56 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 7415
Unique Edges : 9858
Edges With Duplicates : 11940
Total Edges : 21798
Number of Edge Types : 5
Retweet : 6584
Tweet : 8058
Mentions : 2950
MentionsInRetweet : 4077
Replies to : 129
Self-Loops : 8241
Reciprocated Vertex Pair Ratio : 0.0690400363967243
Reciprocated Edge Ratio : 0.129162676880519
Connected Components : 2869
Single-Vertex Connected Components : 2145
Maximum Vertices in a Connected Component : 3140
Maximum Edges in a Connected Component : 14279
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.550294
Graph Density : 0.000170969212990459
Modularity : 0.430827
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 7,415 Twitter users whose recent tweets contained "#marketingdigital", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 12 May 2020 at 15:24 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 38-minute period from Sunday, 03 May 2020 at 22:18 UTC to Tuesday, 12 May 2020 at 13:56 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #marketingdigital
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1322] marketing,digital [1054] #marketing,#marketingdigital [604] #marketingdigital,#socialmedia [588] #marketingdigital,#marketing [539] redes,sociales [471] #marketingdigital,#seo [401] cómo,hacer [393] 28,mayo [390] 27,28 [389] #marketingdigital,#communitymanager Top Word Pairs in Tweet in G1:
[261] #marketing,#marketingdigital [222] #marketingdigital,#marketing [181] marketing,digital [112] redes,sociales [88] #marketingdigital,#socialmedia [72] #marketingdigital,#marketingonline [70] #marketingdigital,#redessociales [61] #onlinemarketing,#marketingdigital [60] #marketing,#socialmediamarketing [55] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G2:
[697] marketing,digital [354] cómo,hacer [335] 28,mayo [332] 27,28 [314] 30,minutos [306] #marketingdigital,#socialmedia [295] 32,ponencias [287] rubenmanez,#marketingdigital [283] #marketingdigital,#communitymanager [270] #marketingdigital,#seo Top Word Pairs in Tweet in G3:
[205] #marketingdigital,#marketingtips [185] #digitalmarketing,#marketing [184] #marketing,#socialmediamarketing [159] #onlinemarketing,#marketingdigital [145] #marketing,#marketingdigital [129] #socialmediamarketing,#socialmedia [117] #frizemedia,charlesfrize [108] #marketingtips,#marketingstrategy [105] #digitalmarketing,#marketingdigital [105] #marketingdigital,#marketingstrategy Top Word Pairs in Tweet in G4:
[66] #socialmedia,#marketingdigital [62] #marketingdigital,#socialmedia [46] #marketingdigital,#contentmarketing [43] #marketingdigital,#inboundmarketing [39] #marketingdigital,#transfonum [31] #data,#marketingdigital [30] millions,d'utilisateurs [30] réseaux,sociaux [28] votre,site [26] #marketingdigital,#marketing Top Word Pairs in Tweet in G5:
[111] #marketingdigital,#marketingonline [107] #marketing,#marketingdigital [97] aprender,compartir [96] reina,rey [90] blog,#marketingdigital [89] gana,grandes [89] grandes,premios [80] premios,mes [79] web,aprender [79] compartir,reina Top Word Pairs in Tweet in G6:
[58] #marketingdigital,#marketingmóvil [51] será,herramienta [51] herramienta,revolucionaria [51] revolucionaria,actualmente [51] actualmente,disponible [51] disponible,photoshop [51] photoshop,#design [51] #design,#photoshop [51] #photoshop,#marketingdigital [42] #publiar,#málaga Top Word Pairs in Tweet in G7:
[102] target,best [102] best,audience [102] audience,business [102] business,#designtime [102] #designtime,#design [102] #design,#marketing [102] #marketing,#targetcustomer [102] #targetcustomer,#marketingdigital [102] #marketingdigital,#marketing [102] #marketing,#marketingonline Top Word Pairs in Tweet in G8:
[56] #digitalmarketing,#marketingdigital [54] sustainable,fashion [54] fashion,tiziano [54] tiziano,guardini [54] guardini,autumn [54] autumn,winter [54] winter,2020 [54] 2020,2021 [54] 2021,#fashion [54] #fashion,#fashionblogger Top Word Pairs in Tweet in G9:
[55] #marketingdigital,#entiendesomueres [22] #marketingdigital,#marcapersonal [21] podcast,#marketingdigital [20] #copywriting,#quédateencasa [17] #like,#marketingdigital [17] #marketingdigital,#redessociales [16] #seo,#sem [16] #consultingglobal,#copywriting [14] marketing,digital [14] follow,dyx_digital Top Word Pairs in Tweet in G10:
[34] #emailmarketing,#marketingdigital [23] #guía,entender [23] entender,comportamientos [23] comportamientos,generales [23] generales,generaciones [23] generaciones,#millennial [23] #millennial,#centennial [23] #centennial,tips [23] tips,cómo [23] cómo,venderle Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: