The graph represents a network of 13,111 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 Thursday, 11 July 2019 at 03:36 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 47-minute period from Tuesday, 09 July 2019 at 17:10 UTC to Thursday, 11 July 2019 at 01:57 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 : 13111
Unique Edges : 23853
Edges With Duplicates : 15459
Total Edges : 39312
Number of Edge Types : 4
Mentions : 22449
Replies to : 653
Retweet : 10589
Tweet : 5621
Self-Loops : 5950
Reciprocated Vertex Pair Ratio : 0.0250791234325548
Reciprocated Edge Ratio : 0.0489310978231133
Connected Components : 2303
Single-Vertex Connected Components : 1467
Maximum Vertices in a Connected Component : 8799
Maximum Edges in a Connected Component : 33383
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 4.841095
Graph Density : 0.000148860975298573
Modularity : 0.569556
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1588] #fintech,#blockchain [1555] gt,gt [1125] even,more [1116] new,users [1112] #usdxwallet,#bitcoin [1112] #bitcoin,#moneytransfer [1112] #moneytransfer,#nofees [1112] #nofees,#fintech [1109] usdx,wallet [1107] become,usdx Top Word Pairs in Tweet in G1:
[67] latin,america [64] invests,231 [64] 231,million [63] continues,draw [63] draw,big [63] big,dollars [63] softbank,invests [62] america,continues [62] dollars,softbank [61] fintech,latin Top Word Pairs in Tweet in G2:
[1441] gt,gt [337] #fintech,#insurtech [320] #machinelearning,#deeplearning [282] #artificialintelligence,#machinelearning [228] #fintech,#finserv [221] mikequindazzi,gt [206] #ai,#iot [202] #fintech,#startup [194] #fintech,#ai [169] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[1100] #fintech,#blockchain [1096] #usdxwallet,#bitcoin [1096] #bitcoin,#moneytransfer [1096] #moneytransfer,#nofees [1096] #nofees,#fintech [1095] usdx,wallet [1093] become,usdx [1093] purchases,paid [1093] paid,bitcoin [1093] bitcoin,even Top Word Pairs in Tweet in G4:
[343] trabajadores,fintech [322] encuadramiento,trabajadores [319] supongo,mismos [319] mismos,salieron [319] salieron,condenar [319] condenar,mis [319] mis,expresiones [319] expresiones,porque [319] porque,quiero [319] quiero,encuadramiento Top Word Pairs in Tweet in G5:
[96] #fintech,#tweetchat [80] #stinsights,#fintech [69] #insurtech,#fintech [56] #fintech,#banking [52] company,announcement [45] start,up [43] #stinsights,ciostraighttalk [40] #banking,#future [40] #cio,#tech [38] #fintech,insurtech_cap Top Word Pairs in Tweet in G6:
[47] #fintech,#insurtech [40] #fintech,#blockchain [36] #crypto,#cryptocurrency [34] #blockchain,#fintech [29] https,t [29] t,co [26] sur,les [24] grosse,levée [23] plus,grosse [22] à,l Top Word Pairs in Tweet in G7:
[320] global,pace [320] pace,#fintech [320] #fintech,innovation [320] innovation,gaining [320] gaining,momentum [320] momentum,people [320] people,around [320] around,world [320] world,stand [320] stand,benefit Top Word Pairs in Tweet in G8:
[318] #ico,#ieo [252] #btc,#bitcoin [252] #bitcoin,#blockchain [248] #murthaburke,#cryptoclarifications [248] #cryptoclarifications,thecollectivego [248] #crypto,#btc [248] #blockchain,#eth [248] #eth,#ethereum [248] #ethereum,#cryptocurrency [248] #cryptocurrency,#altcoin Top Word Pairs in Tweet in G9:
[118] #blockchain,#fintech [85] #bitcoin,#blockchain [48] 8,billion [35] #crypto,#cryptocurrency [24] #highered,#highereducation [24] total,global [24] global,fintech [24] fintech,investment [24] investment,increased [24] increased,50 Top Word Pairs in Tweet in G10:
[92] award,#regtech [88] #regtech,ume_kyd [87] #fund,#distributors [85] #network,#fintech [83] #distributors,#network [75] #marketing,#luxembourg [61] #regtech,#fintech [42] #fintech,#ai [29] #fintech,#trends [29] #trends,#technology 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: