The graph represents a network of 3,949 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 Wednesday, 18 September 2019 at 00:25 UTC.
The requested start date was Monday, 16 September 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 12-hour, 34-minute period from Sunday, 15 September 2019 at 11:26 UTC to Monday, 16 September 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 : 3949
Unique Edges : 5598
Edges With Duplicates : 2613
Total Edges : 8211
Number of Edge Types : 3
Tweet : 2033
Mentions : 5988
Replies to : 190
Self-Loops : 2033
Reciprocated Vertex Pair Ratio : 0.0129746231635184
Reciprocated Edge Ratio : 0.0256168770013185
Connected Components : 935
Single-Vertex Connected Components : 563
Maximum Vertices in a Connected Component : 2045
Maximum Edges in a Connected Component : 5998
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.294292
Graph Density : 0.00034052456561791
Modularity : 0.580933
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[331] gt,gt [237] #blockchain,#crypto [177] #btc,#fintech [144] #cybersecurity,#databreach [143] financial,services [128] fintech,companies [123] #fintech,#insurtech [121] #blockchain,#fintech [115] #mbmtoken,#blockchain [114] #crypto,#payments Top Word Pairs in Tweet in G1:
[82] #blockchain,#crypto [67] #btc,#fintech [48] #mbmtoken,#blockchain [46] #xcard,#mbmtoken [46] #crypto,#payments [46] #payments,#btc [43] #fintech,#cryptowallet [43] #cryptowallet,#cardpayments [34] #bck,#bitcoinkasi [34] #bitcoinkasi,#cryptocurrency Top Word Pairs in Tweet in G2:
[200] gt,gt [97] #fintech,#insurtech [54] #fintech,#ai [44] artificial,intelligence [44] mikequindazzi,gt [36] #ai,#fintech [35] industry,#fintech [34] financial,services [31] #ml,#fintech [31] visualizing,importance Top Word Pairs in Tweet in G3:
[116] #cybersecurity,#databreach [110] gt,gt [91] financial,services [91] #databreach,#ransomware [59] #ransomware,#hackers [43] #hackers,#infosec [42] trust,financial [42] services,finally [42] finally,recovering [42] recovering,recession Top Word Pairs in Tweet in G4:
[97] #goldenmoneyteam,#agodgmt [79] alert,agodgmt [42] golden,money [42] money,team [41] music,alert [22] wall,street [22] street,banks [22] banks,upping [22] upping,bets [19] #agodgmt,#soulmusic Top Word Pairs in Tweet in G5:
[112] sampah,betul [112] betul,fintech [112] fintech,fintech [112] fintech,ini [112] ini,orang [112] orang,lagi [112] lagi,kerja [112] kerja,diteror [112] diteror,dimaki [112] dimaki,maki Top Word Pairs in Tweet in G6:
[10] oecd,event [10] event,discussing [10] discussing,#xrp [10] #xrp,ripple [9] cosa,cambia [9] ripple,#hiring [9] #hiring,vp [9] vp,business [9] business,development [9] development,apply Top Word Pairs in Tweet in G7:
[122] #blockchain,#crypto [98] #btc,#fintech [60] #mbmtoken,#blockchain [60] #crypto,#payments [59] #xcard,#mbmtoken [58] #payments,#btc [55] #fintech,#cryptowallet [50] #cryptowallet,#cardpayments [43] #pngcoin,#png [42] #pngme,#pngcoin Top Word Pairs in Tweet in G8:
[95] fintech,companies [95] trying,keep [95] keep,up [94] setting,pace [94] pace,financial [94] financial,innovation [94] innovation,fintech [94] companies,simply [94] simply,trying [90] bitcoin,setting Top Word Pairs in Tweet in G9:
[12] #promoedutech,#yourmustread [11] #influencerpromotion,#topcasestudy [9] #yourmustread,#influencerpromotion [5] #influencerpromotion,#promoedutech [4] #cybersecurity,#fintech [4] #france,#poland [4] #technology,#investors [4] #investors,#amazon [4] invest,humanity [4] humanity,friendly Top Word Pairs in Tweet in G10:
[78] fintech,pdf [78] pdf,found [78] found,bis [78] bis,website [78] website,mentioning [78] mentioning,ripple [78] ripple,ripple [78] ripple,bitlicense [78] bitlicense,institutional [78] institutional,use 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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