The graph represents a network of 956 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 Monday, 04 October 2021 at 22:54 UTC.
The requested start date was Monday, 04 October 2021 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, 32-minute period from Monday, 20 September 2021 at 00:05 UTC to Sunday, 03 October 2021 at 23:37 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 : 956
Unique Edges : 645
Edges With Duplicates : 2254
Total Edges : 2899
Number of Edge Types : 5
Tweet : 888
Retweet : 728
MentionsInRetweet : 895
Mentions : 381
Replies to : 7
Self-Loops : 919
Reciprocated Vertex Pair Ratio : 0.0345596432552954
Reciprocated Edge Ratio : 0.0668103448275862
Connected Components : 333
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 387
Maximum Edges in a Connected Component : 1823
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.416111
Graph Density : 0.00101645161996977
Modularity : 0.339597
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 956 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 Monday, 04 October 2021 at 22:54 UTC.
The requested start date was Monday, 04 October 2021 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, 32-minute period from Monday, 20 September 2021 at 00:05 UTC to Sunday, 03 October 2021 at 23:37 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:
[260] marketing,automation [103] enhance,#marketingautomation [103] #marketingautomation,#unica [103] #unica,#hclswlobp [103] #hclswlobp,#nocode [103] #nocode,#javascript [103] #javascript,#github [103] #github,#nodejs [103] #nodejs,#cybersecurity [103] #cybersecurity,#devops Top Word Pairs in Tweet in G1:
[83] marketing,automation [25] #emailmarketing,#marketingautomation [20] #marketingautomation,#salesforce [18] #marketingautomation,#emailmarketing [18] #salesforce,#marketingcloud [18] #marketingcloud,#marketingautomation [17] email,marketing [15] #marketingautomation,#marketing [14] #salesforce,#marketingautomation [14] anfänger,profis Top Word Pairs in Tweet in G2:
[36] #cmo,#marketingautomation [31] find,more [23] marketing,automation [22] #martech,#digitalmarketing [21] #digitalmarketing,#cmo [18] #martechfest,global [18] looking,make [18] make,business [18] business,more [18] more,#digital Top Word Pairs in Tweet in G3:
[99] enhance,#marketingautomation [99] #marketingautomation,#unica [99] #unica,#hclswlobp [99] #hclswlobp,#nocode [99] #nocode,#javascript [99] #javascript,#github [99] #github,#nodejs [99] #nodejs,#cybersecurity [99] #cybersecurity,#devops [55] marinebonduell1,enhance Top Word Pairs in Tweet in G4:
[7] connecting,dots [7] dots,#marketing [7] #marketing,#automation [7] #automation,#leadgen [7] #leadgen,win [7] win,#b2b [7] #b2b,sales [7] sales,upsell [7] upsell,cross [7] cross,sell Top Word Pairs in Tweet in G5:
[10] marketing,automation [9] #marrinadecisions,#martech [8] primer,publico [8] publico,octavo [8] octavo,aniversario [8] aniversario,rosana [8] rosana,rosas [8] rosas,escrito [8] escrito,beneficios [8] beneficios,marketing Top Word Pairs in Tweet in G6:
[8] lead,nurturing [8] nurturing,quelle [8] quelle,meilleure [8] meilleure,façon [8] façon,prendre [8] prendre,établir [8] établir,processus [8] processus,optimisé [8] optimisé,co [7] anthonyrochand,lead Top Word Pairs in Tweet in G7:
[9] zendesk,sell [7] integration,zendesk [7] sell,users [5] open,source [4] announcing,native [4] native,crm [4] crm,integration [4] zendesk,zendesk [4] users,access [4] source,components Top Word Pairs in Tweet in G8:
[16] marketing,automation [9] brilliant,marketing [9] automation,hacks [9] hacks,content [9] content,marketers [9] marketers,#marketingautomation [9] #marketingautomation,#content [7] jeffbullas,brilliant [7] amplify,person [7] person,events Top Word Pairs in Tweet in G9:
[7] trupheme,aka [7] aka,cmarketing_fr [7] cmarketing_fr,fait [7] fait,l'honneur [7] l'honneur,challenger [7] challenger,room [7] room,#marketingautomation [7] #marketingautomation,pendant [6] automationday,trupheme [6] pendant,automationday Top Word Pairs in Tweet in G10:
[10] marketing,automation [5] entrepreneur,jonathanherrick [4] still,working [4] working,remote [4] remote,use [4] use,marketing [4] automation,stay [4] stay,consistent [4] best,small [4] small,business Top Replied-To in Entire Graph:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: