The graph represents a network of 4,526 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, 05 August 2019 at 06:45 UTC.
The requested start date was Monday, 05 August 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, 6-hour, 54-minute period from Saturday, 03 August 2019 at 17:06 UTC to Monday, 05 August 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 : 4526
Unique Edges : 6949
Edges With Duplicates : 4465
Total Edges : 11414
Number of Edge Types : 3
Mentions : 9556
Tweet : 1707
Replies to : 151
Self-Loops : 1707
Reciprocated Vertex Pair Ratio : 0.0232724157624215
Reciprocated Edge Ratio : 0.0454862564531882
Connected Components : 740
Single-Vertex Connected Components : 439
Maximum Vertices in a Connected Component : 3033
Maximum Edges in a Connected Component : 9688
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.444384
Graph Density : 0.000349948608774838
Modularity : 0.540378
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[554] gt,gt [155] 友人がline,payで送金した際 [155] payで送金した際,再度送金してください [155] 再度送金してください,とエラーメッセージが出たので再度送金したところ2重支払いになったそうです [155] とエラーメッセージが出たので再度送金したところ2重支払いになったそうです,問い合わせても1週間くらい放置されているとのこと [154] sin19880120,友人がline [154] 問い合わせても1週間くらい放置されているとのこと,fintechだから失敗しても許されるみたいな甘えた [144] #fintech,#insurtech [122] #blockchain,#crypto [113] #blockchain,#fintech Top Word Pairs in Tweet in G1:
[453] gt,gt [111] #fintech,#insurtech [84] mikequindazzi,gt [55] #fintech,#ai [53] #fintech,#finserv [48] #machinelearning,#deeplearning [48] #ai,#fintech [44] artificial,intelligence [39] #fintech,#banking [37] #fintech,#artificialintelligence Top Word Pairs in Tweet in G2:
[28] 客観的に信用度を数値化,未来の可能性を2分で診断できる [28] 未来の可能性を2分で診断できる,aiスコア [28] aiスコア,fintech先進国で定着 [28] fintech先進国で定着,信用スコア [28] 信用スコア,が日本でも広がりを見せている [28] が日本でも広がりを見せている,そのけん引役であるj [28] そのけん引役であるj,scoreのサービスは [28] scoreのサービスは,2分で将来の可能性を診断できる [28] 2分で将来の可能性を診断できる,スコアを活用サービスも展開中で [28] スコアを活用サービスも展開中で,自己分析ツールとしても活用可能だ Top Word Pairs in Tweet in G3:
[35] #business,#entrepreneur [30] #technology,#digitaltransformation [27] #siliconvalley,#paloalto [25] #entrepreneur,#siliconvalley [25] #blockchaintechnology,#fintech [25] award,#regtech [25] #regtech,ume_kyd [24] #finserv,#banking [24] #fund,#distributors [23] #paloalto,#technology Top Word Pairs in Tweet in G4:
[104] golden,money [104] money,team [104] team,presents [85] #goldenmoneyteam,#agodgmt [79] music,alert [72] agodgmt,golden [55] alert,agodgmt [40] alert,iamtef [40] listed,sale [39] domain,name Top Word Pairs in Tweet in G5:
[61] cash,flow [61] flow,settlement [61] settlement,flow [61] flow,xrp [61] xrp,allows [61] allows,moneygram [61] moneygram,compete [61] compete,fintech [61] fintech,legacy [61] legacy,competitor Top Word Pairs in Tweet in G6:
[34] gt,gt [25] pestochampion,srinualme [24] #fintech,#banking [24] #influencerpromotion,#topcasestudy [21] #yourmustread,#influencerpromotion [20] #banking,#payments [20] #payments,#tech [20] #topcasestudy,#cybersecurity [20] #cybersecurity,#knowledge [19] #influencers,#influencermarketing Top Word Pairs in Tweet in G7:
[70] nigerian,fintech [70] fintech,firm [70] firm,carbon [70] carbon,formerly [70] formerly,paylater [70] paylater,led [70] led,chijioke [70] chijioke,dozie [70] dozie,made [70] made,3 Top Word Pairs in Tweet in G8:
[154] 友人がline,payで送金した際 [154] payで送金した際,再度送金してください [154] 再度送金してください,とエラーメッセージが出たので再度送金したところ2重支払いになったそうです [154] とエラーメッセージが出たので再度送金したところ2重支払いになったそうです,問い合わせても1週間くらい放置されているとのこと [153] sin19880120,友人がline [153] 問い合わせても1週間くらい放置されているとのこと,fintechだから失敗しても許されるみたいな甘えた Top Word Pairs in Tweet in G9:
[9] 775,000 [7] unfair,one [7] one,size [7] size,fits [7] fits,headline [7] headline,thetimes [7] thetimes,banks [7] banks,ripping [7] ripping,holidaymakers [7] holidaymakers,over Top Word Pairs in Tweet in G10:
[59] iam,platform [59] platform,curated [59] curated,tweet [56] #topinfluence,#finance [56] #finance,#financeindustry [56] #financeindustry,#fintech [26] mattmchale84,tradegirlgreen [25] tripsmoolamoola,mattmchale84 [25] longworks4me,beautifuloutlaw [23] paulsides3,tripsmoolamoola 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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