The graph represents a network of 2,069 Twitter users whose recent tweets contained "#datadriven", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 24 May 2019 at 17:13 UTC.
The tweets in the network were tweeted over the 9-day, 19-hour, 10-minute period from Tuesday, 14 May 2019 at 21:32 UTC to Friday, 24 May 2019 at 16:42 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 : 2069
Unique Edges : 2479
Edges With Duplicates : 1830
Total Edges : 4309
Self-Loops : 684
Reciprocated Vertex Pair Ratio : 0.0488003253355022
Reciprocated Edge Ratio : 0.0930593253198914
Connected Components : 486
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 827
Maximum Edges in a Connected Component : 2794
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.658801
Graph Density : 0.0006027542996785
Modularity : 0.579853
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[394] netapp,#datadriven [172] netappcloud,#datadriven [146] data,driven [93] 9,6 [90] ontap,9 [67] netapp,ontap [58] check,out [57] #datadriven,#marketing [53] customer,engagement [51] microstrategy,organizations Top Word Pairs in Tweet in G1:
[38] data,driven [26] email,marketing [19] upcoming,webinar [19] webinar,learn [19] marketing,restaurant [19] restaurant,#martech [19] #martech,#datadriven [18] #datadriven,#restaurantmarketing [18] #restaurantmarketing,#restaurants [18] #restaurants,#growthhacking Top Word Pairs in Tweet in G2:
[383] netapp,#datadriven [167] netappcloud,#datadriven [90] 9,6 [87] ontap,9 [62] netapp,ontap [48] cloud,volumes [47] private,cloud [35] ontap,podcast [35] volumes,ontap [34] disaster,recovery Top Word Pairs in Tweet in G3:
[28] data,driven [22] #bigdata,#analytics [18] ranajit,nevatia [18] actifio,lead [18] lead,global [18] global,sales [17] check,out [16] soon,join [16] join,micoyuk [16] micoyuk,quelzseville Top Word Pairs in Tweet in G4:
[30] è,il [26] il,giorno [19] di,hpe_it [18] #datadriven,society [16] marcolorux,pronti [16] #edge,centric [16] centric,#cloud [16] #cloud,enabled [16] enabled,e [16] e,#datadriven Top Word Pairs in Tweet in G5:
[36] #ai,#datadriven [35] #datadriven,#algorithm [35] #algorithm,driven [35] driven,process [35] process,driven [32] driven,s [32] s,explore [32] explore,arguments [32] arguments,forbes [32] #data,#bigdata Top Word Pairs in Tweet in G6:
[50] customer,engagement [50] 6,considerations [50] considerations,maximize [50] maximize,potential [50] potential,#analytics [50] #analytics,1 [50] 1,accessibility [50] accessibility,2 [50] 2,collaboration [50] collaboration,3 Top Word Pairs in Tweet in G7:
[22] artificial,intelligence [22] intelligence,#pharma [22] #pharma,#industry [22] #industry,#cios [22] #cios,#ccios [22] #ccios,doing [22] doing,gary [22] gary,dannatt [21] jose_garde,artificial [20] dr,data Top Word Pairs in Tweet in G8:
[16] #datadriven,#management [14] #leadership,#management [14] mckinsey,#leadership [14] #biz,#it [9] bcg,#biz [9] #biz,#ai [9] #leadership,#biz [8] data,driven [7] mckinsey,#biz [7] confronting,#ai Top Word Pairs in Tweet in G9:
[7] sisense,hunch [5] demand,webinar [5] thanks,salesforce [5] salesforce,trailhead [5] trailhead,jrhildebrand [5] jrhildebrand,fun [5] fun,#trailblazerday [5] #trailblazerday,yesterday [5] yesterday,ims [5] ims,cool Top Word Pairs in Tweet in G10:
[23] #statistics,#development [23] #development,division [16] completely,redesigned [15] spc,#statistics [15] division,launched [15] launched,completely [15] redesigned,website [15] website,beta [15] beta,version [14] spc_cps,spc Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: