The graph represents a network of 6,241 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 Saturday, 18 January 2020 at 08:30 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 24-minute period from Friday, 10 January 2020 at 05:13 UTC to Saturday, 18 January 2020 at 07:38 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 : 6241
Unique Edges : 7630
Edges With Duplicates : 7421
Total Edges : 15051
Number of Edge Types : 5
MentionsInRetweet : 2982
Retweet : 3317
Tweet : 6167
Mentions : 2461
Replies to : 124
Self-Loops : 6332
Reciprocated Vertex Pair Ratio : 0.018853919239905
Reciprocated Edge Ratio : 0.0370100539122833
Connected Components : 2138
Single-Vertex Connected Components : 1516
Maximum Vertices in a Connected Component : 2727
Maximum Edges in a Connected Component : 9304
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.22702
Graph Density : 0.000176228127477927
Modularity : 0.483063
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 6,241 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 Saturday, 18 January 2020 at 08:30 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 24-minute period from Friday, 10 January 2020 at 05:13 UTC to Saturday, 18 January 2020 at 07:38 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:
[807] marketing,digital [785] #marketing,#marketingdigital [702] #marketingdigital,#socialmedia [579] #socialmedia,#marketingdigital [527] #marketing,#socialmediamarketing [504] #onlinemarketing,#marketingdigital [462] redes,sociales [454] #marketingtips,#marketingdigital [453] #digitalmarketing,#marketing [434] #marketingdigital,#advertising Top Word Pairs in Tweet in G1:
[254] #marketing,#marketingdigital [180] marketing,digital [124] #marketingdigital,#marketing [97] #socialmedia,#marketingdigital [94] #marketingdigital,#builderall [94] #builderall,#trabajarencasa [79] redes,sociales [68] #onlinemarketing,#marketingdigital [64] #marketingdigital,#socialmedia [63] #digitalmarketing,#marketing Top Word Pairs in Tweet in G2:
[393] marketing,digital [382] #marketingdigital,#socialmedia [256] redes,sociales [251] rubenmanez,#marketingdigital [215] cómo,hacer [159] social,media [130] #marketingdigital,#communitymanager [126] #marketingdigital,#redessociales [107] #marketingdigital,#seo [100] facebook,ads Top Word Pairs in Tweet in G3:
[443] #marketing,#socialmediamarketing [424] #marketingtips,#marketingdigital [419] #marketingdigital,#advertising [407] #advertising,#onlinebusiness [407] #onlinebusiness,#entrepreneurship [396] #onlinemarketing,#marketingdigital [343] #digitalmarketing,#marketing [317] #marketing,#socialmedia [314] #marketingdigital,#digitalmarketing [278] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G4:
[79] #marketingdigital,#contentmarketing [75] #socialmedia,#marketingdigital [51] #marketingdigital,#socialmedia [42] campagne,#marketing [41] déroulement,d'une [41] d'une,campagne [40] marketing,digital [36] gt,déroulement [36] #marketing,micro [36] micro,#influence Top Word Pairs in Tweet in G5:
[50] #expozive,#marketing [50] #marketing,#content [50] #content,#contentmarketing [50] #contentmarketing,#marketingdigital [50] #marketingdigital,#fintech [50] #fintech,#crypto [50] #crypto,#forex [50] #forex,#igaming [47] #igaming,#affiliations [47] #affiliations,#onlinecasino Top Word Pairs in Tweet in G6:
[230] website,traffic [115] free,website [115] traffic,yes [115] yes,free [115] free,targeted [115] targeted,website [115] traffic,anyone [115] anyone,country [115] country,click [115] click,more Top Word Pairs in Tweet in G7:
[29] #advertisements,#marketingdigital [29] #marketingdigital,#quiz [29] #quiz,#giveaways [25] #marketing,#netilly [25] #netilly,#advertisements [23] #giveaways,netillydm [19] netillydm,join [17] orkut,#marketing [12] netillydm,wordpress [12] wordpress,#marketing Top Word Pairs in Tweet in G8:
[19] estudias,#ingeniería [19] #ingeniería,#matemáticas [19] #matemáticas,#informática [19] #informática,#física [19] #física,tuyo [19] tuyo,#bigdata [19] #bigdata,#datascience [19] #datascience,#marketingdigital [19] #marketingdigital,flipa [19] flipa,#diseño Top Word Pairs in Tweet in G9:
[26] #marketing,#marketingdigital [25] 25,enero [23] nuevo,vídeo [23] easypromos,tv [23] #easypromostv,#marketingtv [23] #marketingtv,#jjpriego [23] #jjpriego,#marketing [20] #socialmedia,#marketingdigital [17] vídeo,hoy [17] hoy,easypromos Top Word Pairs in Tweet in G10:
[65] #marketingdigital,#socialmedia [62] #marcapersonal,#marketingdigital [58] hoy,protagonistasc [58] protagonistasc,están [58] están,atomarpormundo [58] atomarpormundo,dando [58] dando,cuenta [58] cuenta,importancia [47] #socialmedia,encamarasevilla [43] importancia,#profesioninfluencer 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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 G7:
Top Mentioned in G8:
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: