The graph represents a network of 3,405 Twitter users whose tweets in the requested range contained "martech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 March 2019 at 17:44 UTC.
The requested start date was Friday, 22 March 2019 at 17:41 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 5-day, 11-hour, 15-minute period from Saturday, 16 March 2019 at 20:00 UTC to Friday, 22 March 2019 at 07:16 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 : 3405
Unique Edges : 4367
Edges With Duplicates : 2683
Total Edges : 7050
Self-Loops : 2103
Reciprocated Vertex Pair Ratio : 0.0550922415971696
Reciprocated Edge Ratio : 0.104431137724551
Connected Components : 929
Single-Vertex Connected Components : 740
Maximum Vertices in a Connected Component : 1853
Maximum Edges in a Connected Component : 4657
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.990086
Graph Density : 0.000360205062369399
Modularity : 0.568758
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[273] martech,today [245] martech,solutions [243] 100,martech [235] quickly,efficiently [235] efficiently,evaluate [235] evaluate,100 [233] identity,resolution [228] new,report [227] report,martech [226] resolution,platforms Top Word Pairs in Tweet in G1:
[225] martech,today [203] 100,martech [202] martech,solutions [201] quickly,efficiently [201] efficiently,evaluate [201] evaluate,100 [196] identity,resolution [194] new,report [194] report,martech [191] today,enterprise Top Word Pairs in Tweet in G2:
[68] link,gt [64] gt,gt [57] ai,marketing [52] rise,rise [52] rise,falls [52] falls,socialmedia [52] socialmedia,2018 [52] 2018,2019 [52] 2019,infographic [52] infographic,bigdata Top Word Pairs in Tweet in G3:
[89] fintech,insurtech [76] martech,smm [74] insurtech,martech [69] iot,gdp [65] gdp,digitaltransformation [65] digitaltransformation,fintech [64] facts,re [64] re,5g [64] 5g,iot [63] smm,mt Top Word Pairs in Tweet in G4:
[121] martech,tech [10] customer,experience [8] 2019,martechseries [7] social,media [7] tech,oracle [7] hands,tech [7] tech,bytes [7] bytes,annhandley [7] annhandley,martech [7] martech,influencer Top Word Pairs in Tweet in G5:
[26] martech,b2b [22] martech,today [21] 100,martech [19] out,home [18] quickly,efficiently [18] efficiently,evaluate [18] evaluate,100 [18] martech,solutions [18] digital,out [17] enterprise,identity Top Word Pairs in Tweet in G6:
[33] marketing,martech [28] treasuredata,marketing [26] digital,marketing [24] martech,getting [24] getting,way [24] way,marketing [23] marketing,trends [23] marketing,technology [23] marketing,passle [23] passle,timothy_hughes Top Word Pairs in Tweet in G7:
[42] martech,vendor [37] martech,stack [37] martech,awards [32] vendor,year [22] don,t [21] use,martech [21] best,use [20] martech,landscape [20] marketingb2b,martech [17] b2b,martech Top Word Pairs in Tweet in G8:
[10] customer,data [10] marketing,martech [6] cx,martech [6] ecommerce,seotips [6] seotips,rapportrix [6] rapportrix,socialmedia [6] socialmedia,marketing [6] martech,marketingstrategy [6] marketingstrategy,retailtech [6] retailtech,retailers Top Word Pairs in Tweet in G9:
[25] iot,ioe [18] social,enterprise [18] enterprise,future [18] future,infographic [18] infographic,follow [18] follow,iot [18] ioe,fintech [8] contentmarketing,marketing [8] seo,smm [8] beyond,cro Top Word Pairs in Tweet in G10:
[32] wheel,digital [32] digital,marketing [32] marketing,strategy [32] strategy,digitalmarketing [29] growthhacking,contentmarketing [29] contentmarketing,martech [29] martech,smm [29] smm,seo [27] digitalmarketing,growthhacking [27] seo,sem 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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