The graph represents a network of 1,741 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, 17 July 2019 at 17:21 UTC.
The requested start date was Tuesday, 16 July 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, 43-minute period from Tuesday, 02 July 2019 at 00:08 UTC to Monday, 15 July 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 : 1741
Unique Edges : 2104
Edges With Duplicates : 2114
Total Edges : 4218
Number of Edge Types : 3
Mentions : 2691
Tweet : 1495
Replies to : 32
Self-Loops : 1495
Reciprocated Vertex Pair Ratio : 0.0427083333333333
Reciprocated Edge Ratio : 0.0819180819180819
Connected Components : 525
Single-Vertex Connected Components : 362
Maximum Vertices in a Connected Component : 877
Maximum Edges in a Connected Component : 2960
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.039893
Graph Density : 0.000660870024493784
Modularity : 0.475184
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[738] gt,gt [477] marketing,automation [240] aiobns,gt [168] #marketing,#marketingautomation [116] channel,#marketingautomation [85] learn,more [84] use,multi [84] multi,channel [84] #marketingautomation,increase [84] increase,#engagement Top Word Pairs in Tweet in G1:
[125] marketing,automation [35] email,marketing [27] https,t [27] t,co [24] #marketing,#marketingautomation [21] new,email [19] need,new [19] marketing,provider [19] provider,here's [19] here's,detailed Top Word Pairs in Tweet in G2:
[101] marketing,automation [14] #marketingautomation,#marketing [13] gt,gt [13] need,know [12] #marketingautomation,help [11] 8,myths [10] #marketingautomation,marketo [10] #marketingautomation,system [10] know,#marketingautomation [10] myths,#marketingautomation Top Word Pairs in Tweet in G3:
[692] gt,gt [230] aiobns,gt [96] #marketing,#marketingautomation [79] real,estate [79] estate,free [79] free,report [79] report,gateway [79] gateway,customer [79] customer,trust [79] trust,#marketing Top Word Pairs in Tweet in G4:
[55] 7,best [48] ready,#marketingautomation [48] #marketingautomation,few [48] few,challenges [48] challenges,overcome [48] overcome,swipx_com [45] best,tools [45] tools,#marketingautomation [45] #marketingautomation,gmass [45] gmass,gmassforgmail Top Word Pairs in Tweet in G5:
[24] marketing,automation [20] social,media [20] #marketing,#marketingdigital [20] #marketingdigital,#marketresearch [20] #marketresearch,#marketingautomation [18] timothy_hughes,dlaignite [17] #socialselling,#digitalselling [17] timothy_hughes,gdpr [14] automation,good [14] media,marketing Top Word Pairs in Tweet in G6:
[31] marketing,automation [16] find,out [16] out,#geofencing [16] #geofencing,brands [16] brands,effectively [16] effectively,leveraging [16] leveraging,location [16] location,based [16] based,marketing [16] marketing,cross Top Word Pairs in Tweet in G7:
[22] automate,top [22] top,5 [22] 5,areas [22] areas,business [22] business,elijahmk100 [22] elijahmk100,b2community [21] b2community,#marketing [21] jose_garde,automate [20] 4,saas [20] saas,marketing Top Word Pairs in Tweet in G8:
[20] #opensource,#marketingautomation [17] looking,#opensource [17] #marketingautomation,try [17] try,mautic [17] mautic,demo [17] demo,discuss [17] discuss,plans [13] 17,septembre [13] automationday,une [13] une,journée Top Word Pairs in Tweet in G9:
[7] check,out [6] #emailmarketing,#marketingautomation [5] #marketing,#emailmarketing [5] #digitalmarketing,#marketingautomation [4] more,53 [4] 53,surveyed [4] surveyed,marketers [4] marketers,found [4] found,#marketingautomation [4] #marketingautomation,#email Top Word Pairs in Tweet in G10:
[12] pourquoi,s'équiper [12] s'équiper,d'une [12] d'une,solution [12] pour,comprendre [12] comprendre,les [12] les,enjeux [12] enjeux,et [11] marketeurs,#b2b [11] #b2b,et [11] et,vous Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: