The graph represents a network of 1,052 Twitter users whose recent tweets contained "#socialselling", 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 Wednesday, 18 March 2020 at 08:01 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 21-minute period from Monday, 09 March 2020 at 13:30 UTC to Wednesday, 18 March 2020 at 07:52 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 : 1052
Unique Edges : 1468
Edges With Duplicates : 3636
Total Edges : 5104
Number of Edge Types : 5
Retweet : 598
Tweet : 746
MentionsInRetweet : 2320
Mentions : 1423
Replies to : 17
Self-Loops : 800
Reciprocated Vertex Pair Ratio : 0.0336943441636582
Reciprocated Edge Ratio : 0.0651920838183935
Connected Components : 191
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 598
Maximum Edges in a Connected Component : 4283
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.870424
Graph Density : 0.00155383429867626
Modularity : 0.304463
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 1,052 Twitter users whose recent tweets contained "#socialselling", 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 Wednesday, 18 March 2020 at 08:01 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 21-minute period from Monday, 09 March 2020 at 13:30 UTC to Wednesday, 18 March 2020 at 07:52 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 : #socialselling
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:
[1019] dlaignite,#socialselling [898] #socialselling,#digitalselling [662] timothy_hughes,dlaignite [516] passle,timothy_hughes [382] social,selling [378] #digitalselling,#leadership [305] #socialmedia,#socialselling [304] covid,19 [277] #leadership,#innovation [256] #sales,#salestips Top Word Pairs in Tweet in G1:
[997] dlaignite,#socialselling [842] #socialselling,#digitalselling [648] timothy_hughes,dlaignite [512] passle,timothy_hughes [372] #digitalselling,#leadership [297] covid,19 [275] #leadership,#innovation [241] #sales,#salestips [222] #innovation,#futureofwork [198] #socialmedia,#socialselling Top Word Pairs in Tweet in G2:
[32] social,selling [17] #socialmedia,#socialselling [15] par,mma [15] mma,advisor [15] advisor,#socialselling [15] #socialselling,#bestof [12] social,media [10] #socialselling,#socialmedia [10] #socialselling,#forma [10] #forma,#diferente Top Word Pairs in Tweet in G3:
[48] listen,#socialselling [25] ceo,m_3jr [23] episode,#sellingwithsocial [22] m_3jr,ceo [22] ceo,govengreso [21] building,healthy [21] healthy,team [21] team,#culture [21] #culture,#sales [21] #sales,organization Top Word Pairs in Tweet in G4:
[186] #digitalmarketing,#socialselling [65] gt,gt [63] social,media [37] social,selling [37] 2019,#digitalmarketing [20] dlaignite,#socialselling [16] #socialselling,#sales [16] #socialselling,#digitalselling [16] #socialmediamarketing,#socialselling [14] cloud,integration Top Word Pairs in Tweet in G5:
[54] vistazo,#socialselling [53] socializar,proceso [53] proceso,ventas [53] ventas,necesario [53] necesario,maximizar [53] maximizar,ventas [53] ventas,modo [53] modo,invasivo [53] invasivo,fundamental [53] fundamental,echa Top Word Pairs in Tweet in G6:
[45] #digitalsellingindex,#socialselling [43] #digitalselling,#socialselling [24] #socialselling,#digitalselling [18] situación,actual [13] #digitalsellingindex,#digitalselling [13] próximos,15 [13] 15,días [13] días,vamos [13] vamos,darlo [13] darlo,situación Top Word Pairs in Tweet in G7:
[35] social,selling [16] #socialselling,#socialmedia [15] single,day [12] selling,hard [12] hard,statement [12] statement,definitely [12] definitely,true [12] true,ways [12] ways,wrong [12] wrong,others Top Word Pairs in Tweet in G8:
[86] social,media [69] media,marketing [69] #socialmedia,#socialselling [55] #socialmedia,#socialmediamarketing [49] #smm,#socialmedia [35] #socialselling,#socialmediamarketing [35] social,selling [33] #socialmediamanager,#socialmediamanagement [29] #socialmedia,#smm [28] #socialselling,#socialmedia Top Word Pairs in Tweet in G9:
[87] tony,hughes [80] #topsalesworld,#saleshacker [58] #sales,#topsalesworld [54] article,tony [54] hughes,linkedin [54] linkedin,#sales [54] #saleshacker,#strategicsale [54] #strategicsale,#rsvpselling [54] #rsvpselling,#socialselling [54] #socialselling,tonyhughesau Top Word Pairs in Tweet in G10:
[23] pierdas,sesión [23] sesión,mañana [23] mañana,martes [23] martes,17 [23] 17,soywebmaster [23] soywebmaster,josma_design [23] josma_design,durolimia [23] durolimia,hablando [23] hablando,#linkbuilding [23] #linkbuilding,#blackhat Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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: