The graph represents a network of 3,334 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, 31 December 2018 at 07:43 UTC.
The requested start date was Monday, 31 December 2018 at 01:01 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 16-hour, 16-minute period from Sunday, 30 December 2018 at 08:45 UTC to Monday, 31 December 2018 at 01:01 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 : 3334
Unique Edges : 4332
Edges With Duplicates : 3094
Total Edges : 7426
Number of Edge Types : 3
Tweet : 2455
Mentions : 4888
Replies to : 83
Self-Loops : 2455
Reciprocated Vertex Pair Ratio : 0.00905660377358491
Reciprocated Edge Ratio : 0.0179506357516829
Connected Components : 1000
Single-Vertex Connected Components : 632
Maximum Vertices in a Connected Component : 1454
Maximum Edges in a Connected Component : 4978
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.470996
Graph Density : 0.000360953911827895
Modularity : 0.501414
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[631] ai,machinelearning [612] gt,gt [561] fintech,insurtech [472] bigdata,fintech [439] machinelearning,deeplearning [369] deeplearning,bigdata [252] ai,fintech [220] machine,learning [195] fintech,blockchain [181] artificial,intelligence Top Word Pairs in Tweet in G1:
[50] buscador,fintech [49] google,buscador [43] fintech,crypto [39] bitcoin,fintech [38] robo,advisors [37] están,robo [37] advisors,moldeando [37] moldeando,fintech [35] more,info [32] 1,bitcoin Top Word Pairs in Tweet in G2:
[331] fintech,insurtech [160] ai,machinelearning [124] bigdata,fintech [105] gt,gt [96] machinelearning,deeplearning [76] deeplearning,bigdata [73] ai,fintech [61] machinelearning,fintech [53] artificial,intelligence [44] 2018,fintech Top Word Pairs in Tweet in G3:
[457] gt,gt [98] ai,iot [95] mikequindazzi,gt [84] ml,ai [81] machinelearning,deeplearning [79] ai,machinelearning [78] iot,marketing [77] bigdata,fintech [76] expert,shortage [75] infographic,ml Top Word Pairs in Tweet in G4:
[17] fintech,cryptocurrency [16] cryptocurrency,blockchain [16] blockchain,bitcoin [15] guidewire,hiring [14] jobs,fintech [13] bitcoin,dash [13] dash,finance [13] insurtech,fintech [12] ripple,hiring [12] apply,today Top Word Pairs in Tweet in G5:
[39] startup,fintech [32] fintech,startup [13] datascience,startup [12] blockchain,fintech [12] fintech,news [11] ai,iot [10] samsung,files [10] need,know [10] trade,finance [10] finance,bank Top Word Pairs in Tweet in G6:
[26] link,fintech [25] fintech,blockchain [16] blockchain,fintech [14] blockchain,crypto [10] fintech,insurtech [9] future,fintech [9] piper,jaffray [9] jaffray,analyst [9] analyst,turns [9] turns,less Top Word Pairs in Tweet in G7:
[39] ai,fintech [27] value,various [27] various,ai [27] ai,techniques [27] techniques,depends [27] depends,industry [27] industry,application [27] application,ai [22] fintech,iot [19] evankirstel,value Top Word Pairs in Tweet in G8:
[19] healthcare,healthtech [13] blockchain,technology [12] blockchain,fintech [12] fintech,crypto [12] technology,use [12] use,cases [12] cases,healthcare [12] healthtech,insurtech [12] insurtech,fintech [12] fintech,bigdata Top Word Pairs in Tweet in G9:
[23] china,head [23] head,start [23] start,fintech [23] fintech,west [23] west,won [23] won,t [23] t,catch [23] catch,up [20] techreview,china [3] fintech,blockchain Top Word Pairs in Tweet in G10:
[33] applying,bunch [33] bunch,tech [33] tech,jobs [33] jobs,entry [33] entry,level [33] level,up [33] up,finally [33] finally,break [33] break,job [33] job,fintech 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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