The graph represents a network of 4,276 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, 03 June 2019 at 06:46 UTC.
The requested start date was Monday, 03 June 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 1-day, 8-hour, 23-minute period from Saturday, 01 June 2019 at 15:38 UTC to Monday, 03 June 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 : 4276
Unique Edges : 5852
Edges With Duplicates : 3189
Total Edges : 9041
Number of Edge Types : 3
Tweet : 2076
Mentions : 6838
Replies to : 127
Self-Loops : 2076
Reciprocated Vertex Pair Ratio : 0.0193202146690519
Reciprocated Edge Ratio : 0.0379080379080379
Connected Components : 824
Single-Vertex Connected Components : 511
Maximum Vertices in a Connected Component : 2709
Maximum Edges in a Connected Component : 7141
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.65763
Graph Density : 0.000311708488558471
Modularity : 0.577755
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[185] #fintech,#blockchain [183] gt,gt [171] #crypto,#cryptocurrency [169] #socialmedia,#digitalmarketing [157] #blockchain,#crypto [148] #fintech,#insurtech [125] hidden,origins [124] startup,growth [124] fintech,plus [123] origins,cybersecurity Top Word Pairs in Tweet in G1:
[150] gt,gt [107] #fintech,#insurtech [72] #fintech,#finserv [69] #banking,#fintech [61] future,banking [61] banking,disrupt [61] disrupt,career [61] career,ready [61] #finserv,#digitalbanking [58] #digitalbanking,#futureofwork Top Word Pairs in Tweet in G2:
[99] hidden,origins [99] fintech,plus [98] origins,cybersecurity [98] cybersecurity,fintech [97] startup,growth [91] s,hidden [91] plus,africa [91] africa,s [90] slack,s [90] s,startup Top Word Pairs in Tweet in G3:
[42] #startup,#startups [37] domain,name [37] name,sale [36] sale,#domains [31] #domains,#domainsforsale [29] award,#regtech [28] #regtech,ume_kyd [28] #fund,#distributors [27] #distributors,#network [27] #network,#fintech Top Word Pairs in Tweet in G4:
[16] looking,forward [14] #crypto,#cryptocurrency [10] https,t [10] t,co [9] forward,speaking [9] #fintech,event [9] topbrass,inform [9] inform,https [9] #ceos,#cmos [9] #cmos,#cios Top Word Pairs in Tweet in G5:
[75] #fintech,#blockchain [68] #blockchain,#crypto [51] #crypto,#cryptocurrency [48] link,#fintech [46] #cryptocurrency,#business [46] #business,#cybersecurity [46] #cybersecurity,#market [46] #market,#futures [46] #futures,#finance [46] #finance,retweet Top Word Pairs in Tweet in G6:
[34] #fintech,#banking [29] #insurtech,#fintech [25] guidewire,#hiring [24] #fintech,#tweetmyjobs [23] #banking,#payments [23] #tweetmyjobs,#jobopening [23] #jobopening,#jobs [21] #jobs,#job [19] #vegan,#vegetarian [19] #vegetarian,#healthy Top Word Pairs in Tweet in G7:
[28] #fintech,#blockchain [25] #blockchain,#ethereum [22] ripple,#hiring [22] apply,today [22] today,greenhouse [22] greenhouse,#jobs [21] #ai,#aiops [21] #aiops,#iot [20] andrew,keys [20] keys,cloudexpo Top Word Pairs in Tweet in G8:
[25] #finserv,#banking [23] #fintech,#finserv [20] #blockchaintechnology,#blockchainnews [14] #blockchainnews,#fintech [11] forbes,#blockchaintechnology [11] startups,join [11] incubator,run [11] run,becu [10] #siliconvalley,#paloalto [10] #paloalto,#technology Top Word Pairs in Tweet in G9:
[111] #socialmedia,#digitalmarketing [86] #digitalmarketing,#contentmarketing [72] #contentmarketing,#growthhacking [66] #startup,#seo [65] #growthhacking,#startup [63] #blogging,#infographic [49] #marketing,#influencermarketing [49] #machinelearning,#bigdata [48] #ecommerce,#marketing [47] #influencermarketing,#blogging Top Word Pairs in Tweet in G10:
[35] fintech,forum [33] sec,fintech [27] one,thing [27] thing,surprised [27] surprised,sec [27] forum,yesterday [27] yesterday,number [27] number,times [27] times,brought [27] brought,up 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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