The graph represents a network of 1,277 Twitter users whose recent tweets contained "@JimMarous", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 July 2021 at 03:24 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 25-minute period from Monday, 05 July 2021 at 00:04 UTC to Tuesday, 13 July 2021 at 02:30 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 : 1277
Unique Edges : 11087
Edges With Duplicates : 15576
Total Edges : 26663
Number of Edge Types : 5
Retweet : 1872
MentionsInRetweet : 18157
Mentions : 6235
Replies to : 398
Tweet : 1
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0601530648737572
Reciprocated Edge Ratio : 0.113479962218324
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1277
Maximum Edges in a Connected Component : 26663
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.428624
Graph Density : 0.00909630967957326
Modularity : 0.231669
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,277 Twitter users whose recent tweets contained "@JimMarous", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 July 2021 at 03:24 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 25-minute period from Monday, 05 July 2021 at 00:04 UTC to Tuesday, 13 July 2021 at 02:30 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : @JimMarous
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[393] leimer,spirosmargaris [374] efipm,brettking [369] brettking,leimer [362] betamoroney,jimmarous [358] psb_dc,efipm [353] spirosmargaris,betamoroney [254] jimmarous,#fintech [254] #fintech,#cashlesschina [211] spirosmargaris,jimmarous [206] ursbolt,xbond49 Top Word Pairs in Tweet in G1:
[151] jblefevre60,nicochan33 [132] #machinelearning,#deeplearning [117] spirosmargaris,jimmarous [117] jimmarous,psb_dc [103] deeplearn007,ipfconline1 [95] ipfconline1,rosycoaching [95] rosycoaching,jimmarous [91] deeplearn007,jimmarous [90] #fintech,#5g [89] #bostondynamics,robots Top Word Pairs in Tweet in G2:
[363] efipm,brettking [357] brettking,leimer [357] leimer,spirosmargaris [346] betamoroney,jimmarous [344] psb_dc,efipm [342] spirosmargaris,betamoroney [245] #fintech,#cashlesschina [241] jimmarous,#fintech [159] ursbolt,xbond49 [112] #fintech,#insurtech Top Word Pairs in Tweet in G3:
[58] jimmarous,financialbrand [45] #fintech,#insurtech [42] #bigdata,#machinelearning [41] ursbolt,xbond49 [41] xbond49,jimmarous [40] jimmarous,kunalpatel085 [40] ralexjimenez,cgledhill [39] kunalpatel085,ralexjimenez [39] cgledhill,neiraosci [39] #machinelearning,#artificialintelligence Top Word Pairs in Tweet in G4:
[26] spirosmargaris,jblefevre60 [25] sbmeunier,psb_dc [25] rshevlin,spirosmargaris [24] #banking,#fintech [24] digital,transformation [24] digital,banking [24] ipfconline1,rshevlin [24] jblefevre60,sbmeunier [23] unprepared,digital [23] transformation,infographic Top Word Pairs in Tweet in G5:
[30] innovation,cycles [30] cycles,centuries [30] centuries,infographic [30] infographic,#digitaltransformation [30] #digitaltransformation,#technology [30] #technology,#data [30] #data,#fintech [30] #fintech,#cloud [30] #cloud,#innovation [30] #innovation,akwyz Top Word Pairs in Tweet in G6:
[4] johnnosta,ianknowlson [4] ianknowlson,s_galimberti [4] s_galimberti,damien_cabadi [4] damien_cabadi,terence_mills [4] terence_mills,drknight42 [4] drknight42,jimmarous [3] reasons,#digitaltansformation [3] #digitaltansformation,good [3] good,company [3] company,jimmarous Top Word Pairs in Tweet in G7:
[4] believe,#banks [4] #banks,innovate [4] innovate,products [4] products,services [4] services,#businessmodels [4] #businessmodels,read [4] read,'innovation [4] 'innovation,retail [4] retail,banking [4] banking,report Top Word Pairs in Tweet in G8:
[15] haroldsinnott,jimmarous [15] #iot,#bigdata [15] #bigdata,#machinelearning [15] #machinelearning,#ml [15] #ml,#artificialintelligence [15] #artificialintelligence,#fintech [15] #fintech,#tech [15] #tech,#blockchain [15] #blockchain,#datascience [15] #datascience,#deeplearning Top Word Pairs in Tweet in G9:
[5] latest,episode [4] #fintechmarketingpod,jimmarous [4] jimmarous,joins [4] joins,latest [4] episode,discuss [4] discuss,current [4] current,state [4] state,marketing [4] marketing,#financialservices [4] #financialservices,catch Top Word Pairs in Tweet in G10:
[2] finteched,psb_dc [2] psb_dc,xbond49 [2] xbond49,walmart [2] walmart,spirosmargaris [2] spirosmargaris,deeplearn007 [2] deeplearn007,jimmarous [2] jimmarous,paula_piccard [2] paula_piccard,jblefevre60 [2] jblefevre60,nicochan33 [2] nicochan33,avrohomg Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
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: