The graph represents a network of 2,057 Twitter users whose tweets in the requested range contained "#FinServ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 April 2019 at 10:34 UTC.
The requested start date was Sunday, 28 April 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 7-day, 14-hour, 39-minute period from Saturday, 20 April 2019 at 09:13 UTC to Saturday, 27 April 2019 at 23:52 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 : 2057
Unique Edges : 3294
Edges With Duplicates : 3712
Total Edges : 7006
Number of Edge Types : 3
Mentions : 5254
Tweet : 1731
Replies to : 21
Self-Loops : 1731
Reciprocated Vertex Pair Ratio : 0.0200612984118139
Reciprocated Edge Ratio : 0.0393335154329418
Connected Components : 251
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 1511
Maximum Edges in a Connected Component : 6174
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.789329
Graph Density : 0.000865649987042442
Modularity : 0.406551
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[996] gt,gt [670] #fintech,#banking [645] big,data [630] #banking,#finserv [573] #fintech,#finserv [531] read,more [509] #vc,#fintech [505] #finserv,#cryptocurrency [463] more,here [425] #cryptocurrency,#finance Top Word Pairs in Tweet in G1:
[269] #fintech,#finserv [230] #banking,#fintech [159] #finserv,#banking [89] excuse,banks [89] banks,embrace [88] embrace,digital [87] digital,transformation [85] transformation,#banking [85] #fintech,#banking [82] jimmarous,excuse Top Word Pairs in Tweet in G2:
[829] gt,gt [185] gt,#pwc [180] mikequindazzi,gt [165] #pwc,mikequindazzi [140] gt,#finserv [116] #finserv,#fintech [100] link,gt [87] #fintech,#banking [82] #enterprise,gt [81] #banking,#finserv Top Word Pairs in Tweet in G3:
[600] big,data [474] read,more [435] more,here [194] here,#bigdata [129] bristowcolin,big [127] #bigdata,#datascience [118] #fintech,#finserv [103] #finserv,https [101] https,t [95] t,co Top Word Pairs in Tweet in G4:
[52] gt,gt [22] #fintech,#finserv [15] #finserv,providers [15] gt,#pwc [13] #bank,#finserv [12] #fintech,#banking [12] #fincen,registration [11] digital,transformation [10] #finserv,industry [10] tweet,maxjcm Top Word Pairs in Tweet in G5:
[464] #fintech,#banking [457] #banking,#finserv [388] #vc,#fintech [385] #finserv,#cryptocurrency [326] #cryptocurrency,#finance [184] #finance,#banks [132] #banks,#blockchain [84] #ai,#fintech [72] #blockchain,#regtech [45] #finance,# Top Word Pairs in Tweet in G6:
[54] award,#regtech [29] #regtech,#startup [28] #startup,ume_kyd [18] #regtech,ume_kyd [16] #smartdata,take [16] take,everywhere [16] #fund,#distributors [16] light,up [15] #digitaltransformation,#dataanalytics [15] #innovation,journey Top Word Pairs in Tweet in G7:
[14] #fintech,#finserv [13] #banking,#fintech [9] want,want [6] mobile,payment [6] learning,systems [5] #finserv,providers [5] valuable,#banks [5] #banks,#brands [5] #brands,world [5] world,decade Top Word Pairs in Tweet in G8:
[50] asia,#finserv [50] #finserv,biggest [50] biggest,#compliance [50] #compliance,pain [50] pain,misconduct [50] misconduct,#disruptivetech [50] #disruptivetech,#skillshortages [49] refinitiv,asia Top Word Pairs in Tweet in G9:
[15] france,ask [15] ask,eu [15] eu,partners [15] partners,adopt [15] adopt,#cryptocurrency [15] #cryptocurrency,#regulation [15] #regulation,reuters [15] reuters,thepheminews [15] thepheminews,observatore2 [14] observatore2,france Top Word Pairs in Tweet in G10:
[9] #advisors,#rias [7] #finserv,#innovation [6] #fintech,#finserv [6] financial,technology [6] technology,integrations [6] integrations,key [6] key,delivering [6] delivering,simple [6] simple,effective [5] effective,#compliance 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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