The graph represents a network of 2,220 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 Wednesday, 20 March 2019 at 17:49 UTC.
The requested start date was Tuesday, 19 March 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 25-minute period from Tuesday, 05 March 2019 at 00:26 UTC to Monday, 18 March 2019 at 23:52 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 : 2220
Unique Edges : 2538
Edges With Duplicates : 2963
Total Edges : 5501
Number of Edge Types : 3
Replies to : 56
Tweet : 1894
Mentions : 3551
Self-Loops : 1894
Reciprocated Vertex Pair Ratio : 0.0340425531914894
Reciprocated Edge Ratio : 0.065843621399177
Connected Components : 631
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 1083
Maximum Edges in a Connected Component : 3632
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.992333
Graph Density : 0.000493282827667686
Modularity : 0.457162
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[692] gt,gt [607] marketing,automation [172] eclincher,smm [169] smm,marketing [164] aiobns,gt [163] marketing,marketingautomation [162] socialmedia,marketingautomation [160] social,media [156] marketing,contentmarketing [152] digitalmarketing,socialmedia Top Word Pairs in Tweet in G1:
[154] marketing,automation [56] seosamba,marketingautomation [32] marketing,marketingautomation [28] marketingautomation,software [25] check,out [25] marketingautomation,crm [24] automation,tools [24] read,more [22] social,media [21] email,marketing Top Word Pairs in Tweet in G2:
[65] marketing,automation [25] marketingautomation,digitalmarketing [24] eclincher,smm [22] smm,marketing [21] digitalmarketing,marketingstrategy [20] b2b,marketing [19] abm,b2b [18] martech,marketingautomation [18] digitalmarketing,marketingautomation [18] social,media Top Word Pairs in Tweet in G3:
[32] marketing,automation [24] marketing,marketers [19] check,out [16] xiq's,daily [15] marketingautomation,marketing [13] marketers,digitalmarketing [13] martech,marketingtech [13] martech,digitalmarketing [11] use,marketingautomation [10] marketingtech,marketingtechnology Top Word Pairs in Tweet in G4:
[38] truth,marketingautomation [38] marketingautomation,digitalmarketing [38] digitalmarketing,invention [38] invention,ecommerce [38] ecommerce,sales [38] sales,mariajohnsen [37] imariajohnsen,truth [29] transition,marketingautomation [29] marketingautomation,entrepreneur [29] entrepreneur,startup Top Word Pairs in Tweet in G5:
[17] landing,page [13] agencies,feeling [13] feeling,'meh' [13] 'meh',automation [13] automation,marketing [13] marketing,land [13] land,martech [13] martech,ai [13] ai,marketingautomation [12] marketo,marketingautomation Top Word Pairs in Tweet in G6:
[642] gt,gt [153] aiobns,gt [147] digitalmarketing,socialmedia [144] eclincher,smm [143] smm,marketing [139] marketing,contentmarketing [138] contentmarketing,digitalmarketing [138] socialmedia,marketingautomation [124] coscheduleblog,smm [123] smm,marketingautomation Top Word Pairs in Tweet in G7:
[74] marketing,automation [31] double,candidate [31] candidate,flow [21] 5,step [21] step,approach [21] approach,double [21] flow,marketing [19] webinar,gr8people [17] march,19th [16] automation,webinar Top Word Pairs in Tweet in G8:
[23] actitoday,marketingautomation [19] marketingautomation,marketingdigital [19] marketingdigital,lbdw [18] actitofrance,izzahenry [17] marcdsf,actitofrance [16] labrigadeduweb,annielichtner [16] izzahenry,mydigitalweek [15] mydigitalweek,labrigadeduweb [14] annielichtner,actitoday [11] camillejourdain,comment Top Word Pairs in Tweet in G9:
[14] persuade,senior [14] senior,management [14] management,adopt [14] adopt,marketingautomation [14] marketingautomation,tool [14] tool,engage [14] engage,customers [14] customers,more [10] oraclemktgcloud,persuade [10] more,persona Top Word Pairs in Tweet in G10:
[12] emailmarketing,marketingautomation [9] marketingautomation,embluemail [8] martech,professionals [8] professionals,using [8] using,2019 [8] 2019,segment [8] segment,calvin [8] calvin,french [8] french,owen [7] fabriziobustama,martech Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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