The graph represents a network of 2,079 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, 15 April 2019 at 10:34 UTC.
The requested start date was Sunday, 14 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 8-day, 8-hour, 13-minute period from Friday, 05 April 2019 at 15:46 UTC to Saturday, 13 April 2019 at 23:59 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 : 2079
Unique Edges : 4036
Edges With Duplicates : 3901
Total Edges : 7937
Number of Edge Types : 3
Mentions : 6348
Tweet : 1568
Replies to : 21
Self-Loops : 1568
Reciprocated Vertex Pair Ratio : 0.0274687854710556
Reciprocated Edge Ratio : 0.0534688466637207
Connected Components : 225
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 1658
Maximum Edges in a Connected Component : 7239
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.681503
Graph Density : 0.00104764589846399
Modularity : 0.410917
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[818] #fintech,#finserv [681] big,data [654] gt,gt [634] read,more [573] more,here [395] #banking,#fintech [321] #fintech,#banking [310] #banking,#finserv [283] #vc,#fintech [252] here,#bigdata Top Word Pairs in Tweet in G1:
[395] #fintech,#finserv [299] #banking,#fintech [144] #finserv,https [140] https,t [133] t,co [102] financial,institutions [75] interview,cfte_edu [75] cfte_edu,financial [75] institutions,prepared [75] prepared,compete Top Word Pairs in Tweet in G2:
[561] gt,gt [198] #fintech,#finserv [173] read,more [165] big,data [139] link,gt [134] more,here [113] mikequindazzi,gt [92] gt,#pwc [91] #pwc,mikequindazzi [86] #finserv,#ai Top Word Pairs in Tweet in G3:
[30] #fintech,#finserv [30] gt,gt [14] s,up [14] up,#kiksession [14] #titworship,#footfetish [14] #footfetish,#humiliation [14] #humiliation,#walletdrain [14] #bank,#finserv [13] #banking,#fintech [11] #finserv,providers Top Word Pairs in Tweet in G4:
[28] apply,now [27] now,read [27] read,conversation [26] co,founder [25] the_lhoft,apply [24] the_lhoft,#lhoft [23] conversation,mrosskane [23] mrosskane,co [23] founder,hydrogenapi [23] hydrogenapi,took Top Word Pairs in Tweet in G5:
[472] big,data [423] read,more [415] more,here [203] here,#bigdata [141] #bigdata,#datascience [119] #machinelearning,#deeplearning [118] #datascience,#machinelearning [118] #deeplearning,#nlp [118] #nlp,#robots [118] #robots,#ai Top Word Pairs in Tweet in G6:
[209] #fintech,#banking [206] #banking,#finserv [204] #vc,#fintech [185] #finserv,#cryptocurrency [149] #cryptocurrency,#finance [100] #finance,#banks [68] #banks,#blockchain [45] #fintech,#finserv [38] #blockchain,#regtech [23] #cryptocurrency,# Top Word Pairs in Tweet in G7:
[24] #fintech,#finserv [20] big,data [15] #fintech,#news [15] #news,#finserv [15] #finserv,#crypto [15] #crypto,#ai [14] #finserv,#banking [13] read,more [13] #finserv,#ai [12] gt,gt Top Word Pairs in Tweet in G8:
[14] #wealthmanagement,#finserv [8] big,data [6] #ria,#rias [6] #wealthmanagement,#ria [5] read,more [5] #finserv,#advisors [5] #rias,#finserv [5] reports,#wealthmanagement [5] jpm's,apoorv [5] apoorv,saxena Top Word Pairs in Tweet in G9:
[39] #fintech,#finserv [21] #finserv,#fintech [18] #advisors,#finserv [17] reading,jpnicols [17] jpnicols,newsfeed [17] newsfeed,#innovation [17] #innovation,#strategy [17] #strategy,#leadership [17] #leadership,#fintech [12] finextra,#fintech Top Word Pairs in Tweet in G10:
[20] increased,customer [20] customer,satisfaction [20] satisfaction,world [20] world,class [20] class,experiences [20] experiences,fast [20] #finserv,customers [17] drive,increased [17] fast,hear [17] hear,#finserv Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: