The graph represents a network of 3,152 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 Monday, 11 February 2019 at 19:27 UTC.
The requested start date was Monday, 11 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 5-day, 4-hour, 27-minute period from Tuesday, 05 February 2019 at 16:19 UTC to Sunday, 10 February 2019 at 20:47 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 : 3152
Unique Edges : 5304
Edges With Duplicates : 3503
Total Edges : 8807
Number of Edge Types : 3
Mentions : 7431
Tweet : 1273
Replies to : 103
Self-Loops : 1273
Reciprocated Vertex Pair Ratio : 0.036983842010772
Reciprocated Edge Ratio : 0.0713296398891967
Connected Components : 448
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 2492
Maximum Edges in a Connected Component : 7963
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.089088
Graph Density : 0.000581557381670793
Modularity : 0.499539
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[430] tech,iot [373] iot,ai [197] fintech,martech [186] ai,engineering [180] martech,tech [165] innovation,tech [148] datascience,machinelearning [133] week's,top [133] machinelearning,datasciencectrl [133] datasciencectrl,includes Top Word Pairs in Tweet in G1:
[132] tech,iot [109] fintech,martech [107] iot,ai [94] martech,innotech [81] customerexperience,core [81] core,digitaltransformation [81] digitaltransformation,building [81] building,customer [81] customer,relationships [79] tamaramccleary,customerexperience Top Word Pairs in Tweet in G2:
[163] martech,tech [80] martech,news [69] crm,martech [68] 100,neutrale [68] neutrale,crm [65] news,entscheider [57] entscheider,1a [55] 1a,relations [52] ð,ð [32] customer,experience Top Word Pairs in Tweet in G3:
[283] tech,iot [257] iot,ai [120] ai,engineering [101] innovation,tech [82] 3dprinting,innovation [82] innovation,makes [82] makes,objects [82] objects,apparently [82] apparently,appear [82] appear,out Top Word Pairs in Tweet in G4:
[89] martech,today [40] martech,series [18] marketing,advertising [17] marketing,technology [17] martech,advisor [17] advertising,martech [16] facebook,s [16] s,use [16] use,blockchain [16] blockchain,affect Top Word Pairs in Tweet in G5:
[44] marketing,advertising [36] advertising,martech_today [30] 5g,marketing [29] impact,5g [14] facebook,s [14] s,use [14] use,blockchain [14] blockchain,affect [14] affect,marketing [12] new,survey Top Word Pairs in Tweet in G6:
[118] datascience,machinelearning [115] week's,top [115] machinelearning,datasciencectrl [115] datasciencectrl,includes [115] includes,python [115] python,statistics [109] statistics,ai [74] top,content [74] content,datascience [68] past,week's Top Word Pairs in Tweet in G7:
[9] 1b,market [9] market,map [9] s,310 [9] 310,unicorn [9] unicorn,companies [9] companies,one [9] one,infographic [9] infographic,cbinsights [9] martech,series [8] map,worldâ Top Word Pairs in Tweet in G8:
[52] martech,series [45] tangiblealpha,tangiblealpha [39] series,read [39] read,more [39] more,here [34] martech,b2b [32] tangiblealpha,wealthmanagement [32] wealthmanagement,advisers [32] advisers,advisors [32] advisors,trust Top Word Pairs in Tweet in G9:
[12] earned,media [8] expect,martech [8] martech,adtech [7] 15,best [7] best,special [7] special,purpose [7] purpose,seo [7] seo,tools [7] tools,revised [7] revised,adds Top Word Pairs in Tweet in G10:
[6] 21,march [6] b2b,martech [5] productivity,debt [5] b2bgetstacked,21 [5] wonder,happening [5] happening,under [5] under,hood [5] hood,cdp [5] cdp,different [5] different,databases 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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