The graph represents a network of 3,891 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, 03 July 2019 at 06:46 UTC.
The requested start date was Monday, 01 July 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, 7-hour, 29-minute period from Saturday, 29 June 2019 at 16:31 UTC to Monday, 01 July 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 : 3891
Unique Edges : 5428
Edges With Duplicates : 3392
Total Edges : 8820
Number of Edge Types : 3
Mentions : 6957
Tweet : 1759
Replies to : 104
Self-Loops : 1759
Reciprocated Vertex Pair Ratio : 0.0212885154061625
Reciprocated Edge Ratio : 0.0416895227646736
Connected Components : 659
Single-Vertex Connected Components : 352
Maximum Vertices in a Connected Component : 2567
Maximum Edges in a Connected Component : 7312
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.468282
Graph Density : 0.000361324234490113
Modularity : 0.557996
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[396] gt,gt [202] #fintech,#blockchain [163] #blockchain,#crypto [158] #crypto,#cryptocurrency [131] #murthaburke,#cryptoclarifications [128] #cryptoclarifications,thecollectivego [121] xrp,community [116] murthaburke,#murthaburke [116] 0,04 [116] 04,40 Top Word Pairs in Tweet in G1:
[227] gt,gt [72] #fintech,#insurtech [60] #fintech,#finserv [48] #banking,#fintech [46] mikequindazzi,gt [37] #machinelearning,#deeplearning [32] #fintech,#ai [32] spirosmargaris,jimmarous [31] #finserv,#banking [27] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G2:
[108] xrp,community [101] community,poster [75] fifth,countries [75] countries,surveyed [75] surveyed,imf [75] imf,worldbank [75] worldbank,thinking [75] thinking,issuing [75] issuing,#digitalcurrency [75] #digitalcurrency,read Top Word Pairs in Tweet in G3:
[41] warren,buffett [41] portfolio,lifted [40] lifted,fintech [40] fintech,stocks [39] buffett,s [39] stocks,bitcoin [39] bitcoin,reason [38] s,portfolio [16] #blockchain,#crypto [16] market,overview Top Word Pairs in Tweet in G4:
[86] gt,gt [54] #blockchain,#crypto [53] #fintech,#blockchain [45] #crypto,#cryptocurrency [41] portfolio,lifted [36] fintech,stocks [35] lifted,fintech [35] stocks,bitcoin [35] bitcoin,reason [35] #cryptocurrency,#business Top Word Pairs in Tweet in G5:
[79] #bigdata,#analytics [71] #ai,#machinelearning [63] gt,gt [57] #iot,#iiot [52] #analytics,#datascience [52] #datascience,#ai [51] #digitalmarketing,#contentmarketing [49] #ai,#aiops [49] #aiops,#iot [48] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G6:
[96] #retail,#events [93] smartcard,marketing [83] #banks,#retail [77] marketing,sys [77] sys,inc [75] #fintech,#paytech [75] #blockchain,#banks [65] #paytech,#blockchain [65] #events,otcsmkg [57] otc,smkg Top Word Pairs in Tweet in G7:
[21] #regtech,ume_kyd [21] #fund,#distributors [20] award,#regtech [20] #distributors,#network [20] #network,#fintech [19] #marketing,#luxembourg [14] realdonaldtrump,western [14] western,eastern [14] eastern,values [14] values,vs Top Word Pairs in Tweet in G8:
[24] #blockchain,#crypto [24] #cryptonews,#cryptolife [21] #bitcoin,#blockchain [20] #cryptolife,#cryptocurrency [20] #cryptocurrency,#tradingcrypto [20] #tradingcrypto,#ethereum [20] #ethereum,#btc [20] #btc,#bitcoin [20] #crypto,#eth [20] #eth,#cryptocurrencynews Top Word Pairs in Tweet in G9:
[123] #murthaburke,#cryptoclarifications [120] #cryptoclarifications,thecollectivego [108] murthaburke,#murthaburke [83] #crypto,#cryptocurrency [80] #cryptocurrency,#ico [73] #ico,#blockchain [65] #blockchain,#airdrop [45] thecollectivego,chaincreator [43] #airdrop,#altcoin [41] #altcoin,#btc Top Word Pairs in Tweet in G10:
[47] #fintech,#blockchain [39] #blockchain,#crypto [20] #fintech,#banking [18] #banking,#payments [9] #blockchain,#fintech [8] altcoin,aggregate [8] aggregate,bid [8] bid,ask [8] ask,ratio [8] ratio,4hr Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: