The graph represents a network of 1,091 Twitter users whose tweets in the requested range contained "marketingautomation ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 June 2022 at 00:06 UTC.
The requested start date was Monday, 13 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 11-minute period from Monday, 30 May 2022 at 00:38 UTC to Sunday, 12 June 2022 at 23:50 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 : 1091
Unique Edges : 675
Edges With Duplicates : 5548
Total Edges : 6223
Number of Edge Types : 5
Retweet : 1886
Tweet : 1673
MentionsInRetweet : 2159
Replies to : 40
Mentions : 465
Self-Loops : 1729
Reciprocated Vertex Pair Ratio : 0.0331807780320366
Reciprocated Edge Ratio : 0.0642303433001107
Connected Components : 422
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 424
Maximum Edges in a Connected Component : 5085
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.397251
Graph Density : 0.000759340391358824
Modularity : 0.168749
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,091 Twitter users whose tweets in the requested range contained "marketingautomation ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 June 2022 at 00:06 UTC.
The requested start date was Monday, 13 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 11-minute period from Monday, 30 May 2022 at 00:38 UTC to Sunday, 12 June 2022 at 23:50 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 : GraphServerTwitterSearch
Graph Term : marketingautomation
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:
[472] marketing,automation [305] #marketingautomation,ondeckeo [297] #marketingautomation,video [279] #marketingautomation,#ondeckeo [251] #marketingautomation,#b2bmarketing [173] email,marketing [148] #marketingsuccess,video [133] read,more [113] #crm,#marketingautomation [99] #marketingautomation,#marketing Top Word Pairs in Tweet in G1:
[86] marketing,automation [37] #performacemarketing,#marketingautomation [37] #marketingautomation,#ai [37] #ai,#customerengagenent [28] #marketingstrategy,#marketingautomation [27] #customerengagenent,#adventurus [25] #marketing,#marketingstrategy [22] #emailmarketing,#marketingautomation [22] email,marketing [22] #marketingtwitter,#marketing Top Word Pairs in Tweet in G2:
[74] #digitalmarketing,#cmo [74] #cmo,#marketingautomation [73] #martech,#digitalmarketing [60] #marketingautomation,#marketingoperations [39] #digitalmarketing,#marketingautomation [39] #marketingoperations,#marketingtechnology [22] read,top [21] stats,trends [20] anticonlx,global [17] marketing,automation Top Word Pairs in Tweet in G3:
[16] #marketingautomation,service [16] service,stratégie [16] stratégie,inbound [16] inbound,qualité [16] notre,webinar [15] anthonyrochand,#marketingautomation [15] qualité,résumé [15] résumé,notre [13] webinar,#rdvlew [10] #rdvlew,lesexpertsduw Top Word Pairs in Tweet in G4:
[50] âš,âš [39] marketing,art [39] art,shilling [39] shilling,war [39] war,join [38] makiatosamurai,marketing [36] rbxs,#rbxs [32] #nfts,rbxs [30] #lunarcrush,#marketingautomation [29] #dumble,#rbxs Top Word Pairs in Tweet in G5:
[304] #marketingautomation,ondeckeo [278] #marketingautomation,#ondeckeo [248] #marketingautomation,#b2bmarketing [148] #marketingsuccess,video [147] #marketingautomation,video [137] marketing,automation [77] #customerexperience,video [68] #martech,video [68] ondeckeo,#chatbot [65] #marketingoperations,video Top Word Pairs in Tweet in G6:
[89] read,more [88] more,#emailmarketing [86] #emailmarketing,#jobsearch [84] #jobsearch,#jobs [84] #jobs,#email [82] #email,#marketingautomation [82] #marketingautomation,#emailjobs [82] #emailjobs,#marketingtwitter [57] email,marketing [50] job,email Top Word Pairs in Tweet in G7:
[17] b_chivalrous,thesavannahrae [17] thesavannahrae,working [17] working,thesavannahrae [17] thesavannahrae,#100daysofcode [17] #100daysofcode,#remotework [17] #remotework,#ad [17] #ad,#digitalmarketing [16] itsoknottobegay,b_chivalrous [16] #digitalmarketing,# [12] #datascientists,before Top Word Pairs in Tweet in G8:
[155] marketing,automation [140] #marketingautomation,video [65] #crm,#marketingautomation [59] #marketingautomation,#marketing [53] #marketing,video [52] #marketingautomation,#automations [46] #automations,video [41] #smsmarketing,#twilio [39] #marketingautomation,#marketingstrategy [38] #marketingautomation,#marketingtools Top Word Pairs in Tweet in G9:
[3] thetruthchroni1,mexicancommie97 [3] mexicancommie97,ravenwolf80 [3] ravenwolf80,proudsocialist [3] proudsocialist,1knight72 [3] 1knight72,vandman777 [3] vandman777,artahammer [3] artahammer,ninjashoes [2] dan__brummitt,thetruthchroni1 [2] ninjashoes,thecraigr Top Word Pairs in Tweet in G10:
[8] #b2b,#truperformance [6] marketing,automation [6] #marketingautomation,#marketing [5] #marketing,#marketingautomation [4] #marketingautomation,#b2b [3] marketing,strategy [3] #marketingautomation,software [3] ai,marketing [3] marketing,tools [3] tools,future Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G7:
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:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: