The graph represents a network of 3,844 Twitter users whose tweets in the requested range contained "fintech ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 May 2019 at 06:45 UTC.
The requested start date was Monday, 13 May 2019 at 00:01 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 15-hour, 32-minute period from Sunday, 12 May 2019 at 08:28 UTC to Monday, 13 May 2019 at 00:01 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 : 3844
Unique Edges : 5061
Edges With Duplicates : 2648
Total Edges : 7709
Number of Edge Types : 3
Mentions : 5185
Tweet : 2415
Replies to : 109
Self-Loops : 2415
Reciprocated Vertex Pair Ratio : 0.0155073105892778
Reciprocated Edge Ratio : 0.0305410122164049
Connected Components : 1033
Single-Vertex Connected Components : 622
Maximum Vertices in a Connected Component : 1844
Maximum Edges in a Connected Component : 5260
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.660823
Graph Density : 0.000310306480450286
Modularity : 0.564396
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[350] gt,gt [274] #fintech,#insurtech [196] #fintech,#blockchain [182] #fintech,#banking [146] #fintech,#ai [125] #ai,#fintech [109] #banking,#finserv [108] #blockchain,#fintech [104] artificial,intelligence [92] #finserv,#cryptocurrency Top Word Pairs in Tweet in G1:
[49] #fintech,#blockchain [41] #zipcoin,#zipcoinico [40] #tokensale,#fintech [39] #zipcoinico,#zipcoinremittance [39] #zipcoinremittance,#tokensale [36] #bitcoin,#crypto [24] #blockchain,# [24] #,iconews [24] #crypto,#cryptocurrency [23] spirosmargaris,jimmarous Top Word Pairs in Tweet in G2:
[196] #fintech,#insurtech [67] #fintech,#ai [57] spirosmargaris,jimmarous [54] spirosmargaris,#ai [53] using,#ai [53] #ai,understand [53] understand,world [50] world,spirosmargaris [39] jimmarous,xbond49 [37] therudingroup,topcybernews Top Word Pairs in Tweet in G3:
[298] gt,gt [55] mikequindazzi,gt [26] smart,solutions [26] solutions,support [26] support,city [26] city,deal [26] deal,plans [26] plans,infographic [26] infographic,#smartcity [26] #smartcity,#cybersecurity Top Word Pairs in Tweet in G4:
[28] #fintech,#banking [20] artificial,intelligence [16] fintech,startups [16] #banking,#payments [15] #insurtech,#fintech [15] iam,platform [15] platform,curated [14] #bitcoin,#blockchain [14] guidewire,#hiring [13] #fintech,#blockchain Top Word Pairs in Tweet in G5:
[103] #fintech,#banking [87] #banking,#finserv [72] #finserv,#cryptocurrency [62] #vc,#fintech [57] #cryptocurrency,#finance [43] #finance,#banks [38] #socialmedia,#digitalmarketing [36] #fintech,#blockchain [32] #sharktank,#b2b [32] #startup,#digitalmarketing Top Word Pairs in Tweet in G6:
[13] #iiot,#ioe [12] #ioe,#ai [12] #ai,#cx [12] #cx,#ml [12] #ml,#bitcoin [12] online,lastschrift [12] #204,paymentbanking [10] machine,learning [8] #machinelearning,#iiot [8] #fintech,#trends Top Word Pairs in Tweet in G7:
[28] latin,americans [28] americans,living [28] living,abroad [28] abroad,sometimes [28] sometimes,sending [28] sending,money [28] money,back [28] back,home [28] home,costly [28] costly,ordeal Top Word Pairs in Tweet in G8:
[17] #bitcoin,#blockchain [17] #blockchain,#fintech [8] #innovation,contactless [8] contactless,diamond [8] diamond,bracelet [8] bracelet,lets [8] lets,owners [8] owners,spend [8] spend,up [8] up,1m Top Word Pairs in Tweet in G9:
[30] award,#regtech [24] #fund,#distributors [24] #network,#fintech [23] #distributors,#network [22] #regtech,ume_kyd [20] #fintech,#insurtech [20] #marketing,#luxembourg [19] #ppc,works [19] works,#infographics [19] #infographics,#digital Top Word Pairs in Tweet in G10:
[13] #fintech,#blockchain [12] women,blockchain [12] blockchain,power [12] power,panel [12] panel,cloudexpo [12] cloudexpo,ibmcloud [12] ibmcloud,ibmblockchain [8] hold,minimum [8] minimum,10 [8] 10,000 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: