The graph represents a network of 2,082 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, 19 February 2019 at 18:49 UTC.
The requested start date was Tuesday, 19 February 2019 at 01:01 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 12-day, 21-hour, 57-minute period from Tuesday, 05 February 2019 at 21:05 UTC to Monday, 18 February 2019 at 19:03 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 : 2082
Unique Edges : 2325
Edges With Duplicates : 3580
Total Edges : 5905
Number of Edge Types : 3
Tweet : 2497
Replies to : 28
Mentions : 3380
Self-Loops : 2497
Reciprocated Vertex Pair Ratio : 0.0285714285714286
Reciprocated Edge Ratio : 0.0555555555555556
Connected Components : 504
Single-Vertex Connected Components : 316
Maximum Vertices in a Connected Component : 1201
Maximum Edges in a Connected Component : 4489
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.043256
Graph Density : 0.00052346812868453
Modularity : 0.390114
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1136] article,blog [1130] blog,d'iandyoo [1119] d'iandyoo,l'agence [1102] l'agence,digitale [1039] digitale,business [948] business,content [911] digitalmarketing,marketingautomation [874] content,inboundmarketing [873] inboundmarketing,socialselling [869] socialselling,contentmarketing Top Word Pairs in Tweet in G1:
[104] marketing,automation [30] marketing,marketingautomation [22] automation,marketingautomation [18] digitalmarketing,marketingautomation [16] https,t [16] t,co [16] marketingautomation,modernmarketing [14] social,media [12] marketingautomation,digitalmarketing [11] emailmarketing,marketingautomation Top Word Pairs in Tweet in G2:
[315] seo,ppc [197] digitalmarketing,digitaltransformation [195] transition,marketingautomation [195] marketingautomation,digitalmarketing [195] digitaltransformation,seo [171] imariajohnsen,transition [168] ppc,inb [125] marketing,automation [122] automation,smallbusiness [122] smallbusiness,marketingautomation Top Word Pairs in Tweet in G3:
[1113] article,blog [1108] blog,d'iandyoo [1098] d'iandyoo,l'agence [1082] l'agence,digitale [1030] digitale,business [941] business,content [878] digitalmarketing,marketingautomation [873] content,inboundmarketing [869] inboundmarketing,socialselling [865] socialselling,contentmarketing Top Word Pairs in Tweet in G4:
[61] marketing,automation [21] marketingautomation,dominiksuter [21] dominiksuter,marketingautou [19] gt,gt [18] email,marketing [17] marketing,marketingautomation [16] opensource,marketingautomation [15] inboundmarketing,socialmedia [15] socialmedia,contentmarketing [15] contentmarketing,leadgen Top Word Pairs in Tweet in G5:
[13] marketing,automation [9] calm,app [9] app,apple [9] apple,valued [9] valued,1b [9] 1b,taggcrm [9] taggcrm,app [9] app,coming [9] coming,apple [9] apple,googleplay Top Word Pairs in Tweet in G6:
[16] agency,automation [16] automation,system [16] system,agency [16] agency,owner [16] owner,uses [16] uses,tech [16] tech,manage [16] manage,500 [16] 500,clients [16] clients,5 Top Word Pairs in Tweet in G7:
[11] crm,marketingautomation [8] marketingautomation,crms [7] marketing,automation [5] salesforce,crm [4] flowbirdltd,uk [4] uk,agency [4] agency,bridges [4] bridges,gap [4] gap,between [4] between,sales Top Word Pairs in Tweet in G8:
[40] ready,marketingautomation [40] marketingautomation,few [40] few,challenges [40] challenges,overcome [40] overcome,swipx_com [21] data,quality [21] quality,lack [21] lack,quality [21] quality,content [20] swipx_com,data Top Word Pairs in Tweet in G9:
[28] marketing,automation [22] marketing,marketingautomation [19] digital,marketing [18] 7,digital [18] marketing,trends [18] trends,transforming [18] transforming,business [18] business,entrepreneurship [18] entrepreneurship,marketing [16] jeffbullas,7 Top Word Pairs in Tweet in G10:
[27] come,salvare [27] salvare,giornali [27] giornali,da [27] da,facebook [15] mia,nuova [15] nuova,analisi [15] analisi,come [15] facebook,marketingautomation [15] marketingautomation,contributi [15] contributi,link Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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