The graph represents a network of 6,048 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, 23 February 2021 at 16:33 UTC.
The tweets in the network were tweeted over the 7-day, 21-hour, 7-minute period from Monday, 15 February 2021 at 18:00 UTC to Tuesday, 23 February 2021 at 15:07 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 : 6048
Unique Edges : 8426
Edges With Duplicates : 10710
Total Edges : 19136
Number of Edge Types : 5
Retweet : 5369
Tweet : 6596
Mentions : 2637
Replies to : 104
MentionsInRetweet : 4430
Self-Loops : 6843
Reciprocated Vertex Pair Ratio : 0.0684769775678867
Reciprocated Edge Ratio : 0.12817679558011
Connected Components : 2235
Single-Vertex Connected Components : 1651
Maximum Vertices in a Connected Component : 2661
Maximum Edges in a Connected Component : 13205
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.418568
Graph Density : 0.000222709804940663
Modularity : 0.420216
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,048 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, 23 February 2021 at 16:33 UTC.
The tweets in the network were tweeted over the 7-day, 21-hour, 7-minute period from Monday, 15 February 2021 at 18:00 UTC to Tuesday, 23 February 2021 at 15:07 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[942] #marketing,#marketingdigital [746] marketing,digital [657] #digitalmarketing,#marketing [654] #marketing,#socialmediamarketing [640] #socialmediamarketing,#socialmedia [604] #marketingdigital,#socialmedia [565] #business,#marketingdigital [532] redes,sociales [530] #marketingdigital,#seo [491] #growthhacking,#marketingdigital Top Word Pairs in Tweet in G1:
[293] #marketing,#marketingdigital [190] #marketing,#socialmediamarketing [190] #socialmediamarketing,#socialmedia [188] #digitalmarketing,#marketing [157] marketing,digital [155] #business,#marketingdigital [151] #redessociales,#marketingdigital [128] #socialmedia,#business [122] #marketingdigital,#branding [112] #marketingdigital,#marketing Top Word Pairs in Tweet in G2:
[362] marketing,digital [292] escuelamktweb,#marketingdigital [290] redes,sociales [285] amp,escuelamktweb [263] mejores,artículos [254] marketingandweb,#marketingdigital [244] amp,marketingandweb [231] #marketingdigital,#socialmedia [202] miguelfloro,amp [174] artículos,marketing Top Word Pairs in Tweet in G3:
[184] #marketingdigital,#socialmedia [161] #marketing,#marketingdigital [143] #digitalmarketing,#bigdata [143] #marketing,#seo [131] #ai,#5g [128] #seo,#datascience [128] #datascience,#ai [125] #bigdata,#startups [125] #5g,#charts [125] #charts,#marketingdigital Top Word Pairs in Tweet in G4:
[471] charlesfrize,ageless_2u [471] ageless_2u,#growthhacking [471] #growthhacking,#marketingdigital [471] #marketingdigital,#onlineadvertising [471] #onlineadvertising,#digitalmarketing [471] #digitalmarketing,#onlinemarketingghana [359] #frizemedia,charlesfrize [319] #digitalmarketing,#marketing [318] #socialmediamarketing,#socialmedia [311] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G5:
[217] curso,#marketingdigital [215] quieres,ganarte [215] ganarte,taller [215] taller,intensivo [215] intensivo,horas [215] horas,totalmente [215] totalmente,gratuito [215] gratuito,debes [215] debes,seguir [215] seguir,cuenta Top Word Pairs in Tweet in G6:
[61] nuevo,proyecto [56] #seo,#marketingdigital [53] quieres,aprender [53] aprender,#marketingdigital [53] #marketingdigital,#gratis [53] #gratis,gt [53] gt,gt [53] gt,sígueme [41] hoy,lanzo [41] lanzo,nuevo Top Word Pairs in Tweet in G7:
[98] expertos,#marketingdigital [97] pierdas,#viernesdenetworking [97] #viernesdenetworking,#data [97] #data,#networking [97] #networking,grandes [97] grandes,activos [97] activos,#empresariales [97] #empresariales,ven [97] ven,recibe [97] recibe,retroalimentación Top Word Pairs in Tweet in G8:
[146] #marketingdigital,#marketingmóvil [124] #marketingmóvil,#transformacióndigital [121] #publiar,#marketingdigital [118] #realidadaumentada,#instagram [114] proyecto,filtro [114] filtro,efecto [114] efecto,#realidadaumentada [113] quieres,probar [113] probar,experiencia [88] #instagram,marca Top Word Pairs in Tweet in G9:
[8] #mktinsider,#marketingdigital [7] #marketing,#marketingdigital [6] marketing,publicidad [6] artículo,puromarketing [6] través,amazon [4] marketing,digital [4] #mktinsider,#marketing [4] puromarketing,#marketingdigital [4] alumnos,grado [4] grado,superior Top Word Pairs in Tweet in G10:
[24] #emailmarketing,#marketingdigital [22] estrategia,#marketingdigital [11] #entregabilidad,cuáles [11] cuáles,indicadores [11] indicadores,deberías [11] deberías,considerar [11] considerar,#emailmarketing [10] #automatización,hecho [10] hecho,imprescindible [10] imprescindible,día 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: