The graph represents a network of 5,545 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, 26 January 2021 at 19:35 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 2-minute period from Tuesday, 19 January 2021 at 00:55 UTC to Tuesday, 26 January 2021 at 17:58 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 : 5545
Unique Edges : 7473
Edges With Duplicates : 10224
Total Edges : 17697
Number of Edge Types : 5
Mentions : 2429
Tweet : 6257
Retweet : 4681
MentionsInRetweet : 4194
Replies to : 136
Self-Loops : 6484
Reciprocated Vertex Pair Ratio : 0.0630347974900171
Reciprocated Edge Ratio : 0.118594043466595
Connected Components : 2065
Single-Vertex Connected Components : 1514
Maximum Vertices in a Connected Component : 2318
Maximum Edges in a Connected Component : 12294
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.486928
Graph Density : 0.000242473687018322
Modularity : 0.416994
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,545 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, 26 January 2021 at 19:35 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 2-minute period from Tuesday, 19 January 2021 at 00:55 UTC to Tuesday, 26 January 2021 at 17:58 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:
[821] #marketing,#marketingdigital [671] marketing,digital [631] #marketing,#socialmediamarketing [629] #digitalmarketing,#marketing [573] #socialmediamarketing,#socialmedia [491] #marketingdigital,#socialmedia [462] #business,#marketingdigital [399] redes,sociales [399] #marketingdigital,#seo [398] #socialmedia,#marketingdigital Top Word Pairs in Tweet in G1:
[240] #marketing,#marketingdigital [145] marketing,digital [108] #marketingdigital,#marketing [104] #digitalmarketing,#marketing [104] #marketing,#socialmediamarketing [99] #business,#marketingdigital [97] #socialmediamarketing,#socialmedia [94] #marketingdigital,#whatsapp [93] #whatsapp,#trabajarencasa [87] #socialmedia,#business Top Word Pairs in Tweet in G2:
[265] marketing,digital [197] escuelamktweb,#marketingdigital [190] redes,sociales [160] cómo,hacer [158] marketingandweb,#marketingdigital [155] #marketingdigital,#socialmedia [128] miguelfloro,marketingandweb [127] paso,paso [90] #marketingdigital,#formacion [87] diseño,web Top Word Pairs in Tweet in G3:
[440] #digitalmarketing,#marketing [428] #marketing,#socialmediamarketing [408] #socialmediamarketing,#socialmedia [298] #business,#marketingdigital [244] #socialmedia,#business [224] #marketingdigital,#branding [213] #digitalmarketing,#marketingdigital [194] #advertising,#digital [189] digital,marketing [181] #marketing,#marketingdigital Top Word Pairs in Tweet in G4:
[109] #socialmedia,#marketingdigital [63] #marketing,#marketingdigital [61] #marketingdigital,#seo [54] #marketingdigital,#socialmedia [44] #marketingdigital,#inboundmarketing [44] #contentmarketing,#seo [41] #seo,#sem [41] #sem,#sea [34] #seo,#socialmedia [31] c'est,community Top Word Pairs in Tweet in G5:
[28] #marketingdigital,#socialmedia [27] cminana,#marketingdigital [23] marketing,digital [17] #marketingdecontenidos,#marketingdigital [16] #marketingdigital,#contentmarketing [15] redes,sociales [13] #mktinsider,#marketingdigital [12] #seo,#marketingdigital [12] retorno,inversión [11] llegar,cliente Top Word Pairs in Tweet in G6:
[15] #marketingdigital,#socialmedia [11] #redessociales,#marketingdigital [10] especialmente,mis [10] mis,compis [9] #marketingdigital,#cmday [9] hoy,día [9] día,community [9] community,manager [9] manager,queremos [9] queremos,recordar Top Word Pairs in Tweet in G7:
[117] #marketingdigital,#marketingmóvil [111] expertos,#marketingdigital [105] pierdas,#viernesdenetworking [105] #viernesdenetworking,#data [105] #data,#networking [105] #networking,grandes [105] grandes,activos [105] activos,#empresariales [105] #empresariales,ven [105] ven,recibe Top Word Pairs in Tweet in G8:
[65] social,media [65] media,research [65] research,smr_foundation [65] smr_foundation,present [65] present,#socialmedia [65] #socialmedia,network [65] network,analysis [65] reduced,academic [65] academic,price [65] price,info Top Word Pairs in Tweet in G9:
[70] #diseñoweb,#marketingdigital [41] #marketingdigital,#diseñoweb [35] #marketing,#marketingdigital [24] sitio,web [18] negocio,local [16] desafío,consultores [16] consultores,ayudar [16] ayudar,cliente [16] cliente,final [16] final,algunos Top Word Pairs in Tweet in G10:
[23] #marketingdigital,tecnocampus [22] online,#socialmedia [22] #socialmedia,#marketingdigital [15] febrero,empieza [15] empieza,pg [15] pg,100 [15] 100,online [11] #socialads,modalidad [11] modalidad,online [11] año,diferente 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 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 G6:
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: