The graph represents a network of 11,971 Twitter users whose recent tweets contained "fintech", 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 Saturday, 20 April 2019 at 13:56 UTC.
The tweets in the network were tweeted over the 2-day, 0-hour, 45-minute period from Thursday, 18 April 2019 at 11:18 UTC to Saturday, 20 April 2019 at 12:04 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 : 11971
Unique Edges : 23841
Edges With Duplicates : 13814
Total Edges : 37655
Number of Edge Types : 4
Tweet : 6967
Mentions : 21144
Replies to : 529
Retweet : 9015
Self-Loops : 7342
Reciprocated Vertex Pair Ratio : 0.0243553611239642
Reciprocated Edge Ratio : 0.0475525624178712
Connected Components : 2510
Single-Vertex Connected Components : 1736
Maximum Vertices in a Connected Component : 7847
Maximum Edges in a Connected Component : 32238
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.443392
Graph Density : 0.000169945650470955
Modularity : 0.527927
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1387] gt,gt [799] #fintech,#blockchain [700] #fintech,#insurtech [675] #ai,#machinelearning [648] #blockchain,#fintech [530] #crypto,#cryptocurrency [500] #datascience,#fintech [463] #blockchain,#crypto [435] #fintech,#banking [432] #bigdata,#datascience Top Word Pairs in Tweet in G1:
[157] fintech,sandbox [124] regulatory,sandbox [119] crypto,startups [116] indian,central [112] central,bank [97] startups,barred [97] barred,indian [97] bank,fintech [78] fintech,firm [77] están,robo Top Word Pairs in Tweet in G2:
[390] #fintech,#blockchain [265] #regtech,#fintech [258] #blockchain,#fintech [245] #datascience,#fintech [243] #bitcoin,#blockchain [219] #crypto,#cryptocurrency [216] #ai,#machinelearning [211] #iot,#iiot [210] #blockchain,#crypto [203] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G3:
[1028] gt,gt [513] #fintech,#insurtech [418] #ai,#machinelearning [280] #bigdata,#datascience [268] #machinelearning,#deeplearning [254] #machinelearning,#bigdata [253] #datascience,#fintech [244] #fintech,#ai [202] #artificialintelligence,#machinelearning [195] pierrepinna,rosycoaching Top Word Pairs in Tweet in G4:
[82] #blockchain,#crypto [66] #fintech,#cryptocurrency [63] #cryptocurrency,#blockchain [58] #crypto,#bitcoin [58] #bitcoin,#btc [58] #btc,#dash [49] regulatory,sandbox [49] fintech,regulatory [48] u,s [47] georgetown's,chrisbrummerdr Top Word Pairs in Tweet in G5:
[305] #tokensale,#fintech [247] #fintech,#token [243] #token,#roaming [237] #miracletele,#tele [237] #tele,#telco [237] #telco,#telecom [225] over,160 [225] 160,countries [220] #crypto,#cryptocurrency [219] talk,whenever Top Word Pairs in Tweet in G6:
[54] #business,#entrepreneur [53] #technology,#digitaltransformation [47] #siliconvalley,#paloalto [41] #blockchain,#fintech [40] #paloalto,#technology [35] #digitaltransformation,#futuretech [27] #fintech,#siliconvalley [26] #dev,#devlife [26] #devlife,#devcon [25] #fintech,#banking Top Word Pairs in Tweet in G7:
[15] 20,millions [13] #fintech,#news [13] #news,#fintechinshorts [13] #fintechinshorts,#partnerships [13] millions,d [12] sur,#blockchain [12] vous,êtes [12] êtes,pédagogue [12] pédagogue,tenace [12] tenace,aimez Top Word Pairs in Tweet in G8:
[38] bank,4 [38] 4,0 [20] #fintech,#banking [15] #fintech,#finserv [15] mobile,first [14] 0,digital [14] digital,low [14] low,overhead [14] overhead,mobile [14] first,great Top Word Pairs in Tweet in G9:
[74] #stpifintechcoe,step [74] step,forward [74] forward,fostering [74] research,innovation [74] innovation,field [74] field,https [74] https,t [74] t,co [62] start,#nash [62] #nash,focused Top Word Pairs in Tweet in G10:
[22] notre,dame [20] il,#fintech [18] #fintech,e [18] l,iniziativa [15] raccolta,fondi [15] fondi,promossa [15] donando,starteed [15] starteed,per [15] per,help [15] help,notre 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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Top Tweeters in G10: