The graph represents a network of 1,220 Twitter users whose recent tweets contained "@jamesvgingerich", 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 Monday, 21 December 2020 at 13:53 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 31-minute period from Saturday, 12 December 2020 at 22:10 UTC to Monday, 21 December 2020 at 13:41 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 : 1220
Unique Edges : 3956
Edges With Duplicates : 5309
Total Edges : 9265
Number of Edge Types : 5
Retweet : 1852
MentionsInRetweet : 4481
Mentions : 2124
Replies to : 222
Tweet : 586
Self-Loops : 601
Reciprocated Vertex Pair Ratio : 0.0509592326139089
Reciprocated Edge Ratio : 0.0969766115231032
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1220
Maximum Edges in a Connected Component : 9265
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.436079
Graph Density : 0.00353622291854382
Modularity : 0.354353
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,220 Twitter users whose recent tweets contained "@jamesvgingerich", 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 Monday, 21 December 2020 at 13:53 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 31-minute period from Saturday, 12 December 2020 at 22:10 UTC to Monday, 21 December 2020 at 13:41 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 : @jamesvgingerich
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[196] cheddar,gadgets [150] interesting,engineering [135] gigadgets,#innovation [109] world,economic [107] economic,forum [62] during,#coronavirus [60] #thingstodo,during [60] #coronavirus,#quarantine [60] #quarantine,number [59] #innovation,#technology Top Word Pairs in Tweet in G1:
[172] cheddar,gadgets [127] interesting,engineering [119] gigadgets,#innovation [97] world,economic [95] economic,forum [51] during,#coronavirus [49] #thingstodo,during [49] #coronavirus,#quarantine [49] #quarantine,number [49] #innovation,#technology Top Word Pairs in Tweet in G2:
[47] mt,jamesvgingerich [42] muscle,tissue [41] #robotics,#futureofwork [41] #futureofwork,#healthtech [41] #healthtech,#tech [41] #tech,#ai [41] #ai,add [41] add,muscle [41] tissue,robot [41] robot,skeleton Top Word Pairs in Tweet in G3:
[42] ubuntu,#linux [37] jamesvgingerich,nicochan33 [28] rootnk,flutterdev [22] quinnqueens,wrix2 [22] wrix2,jamesvgingerich [22] nicochan33,nevillegaunt [22] nevillegaunt,bethfratesmd [22] backpackjohn1,jacejacobs [21] moving,direction [21] flutterdev,#flutter Top Word Pairs in Tweet in G4:
[25] cjnapoet,marlintheloft [25] marlintheloft,beatricelacy [25] beatricelacy,ledrew [25] journeyingdave,lisatruthjohns [25] martinarosemann,witchhusband [25] witchhusband,gigirules7 [25] bavejah,sprague_paul [25] sprague_paul,stephaniepalosp [25] stephaniepalosp,mmuller2019 [25] mmuller2019,chrissy_clarke Top Word Pairs in Tweet in G5:
[35] #ai,#iot [31] #futureofwork,#5g [25] antgrasso,briansolis [25] briansolis,ipfconline1 [25] ipfconline1,fisher85m [25] ingliguori,rautsan [25] rautsan,danielnewmanuv [25] danielnewmanuv,jamesvgingerich [24] fisher85m,cyrilcoste [24] cyrilcoste,ingliguori Top Word Pairs in Tweet in G6:
[18] jamesvgingerich,terenceleungsf [18] terenceleungsf,realcolinmac [18] realcolinmac,corix_jc [18] corix_jc,maxjcm [18] maxjcm,alaricaloor [18] alaricaloor,mclynd [18] mclynd,fabriziobustama [18] fabriziobustama,archonsec [18] archonsec,techpearce2 [18] techpearce2,rtehran Top Word Pairs in Tweet in G8:
[5] lumpie125,donnattina [5] donnattina,666_alhlwan [5] 666_alhlwan,oce2005 [5] oce2005,martalaury [5] martalaury,hsnklil [5] hsnklil,nuvisionquestt2 [5] nuvisionquestt2,majd9757 [5] majd9757,josephi70291571 [5] josephi70291571,sallyeaves [5] sallyeaves,jilliemary Top Word Pairs in Tweet in G10:
[3] schedule,social [3] social,media [3] media,using [3] using,uniclix [3] uniclix,r_rafailovamcmi [3] r_rafailovamcmi,mdsaaef [3] mdsaaef,bachad2 [3] bachad2,jamesvgingerich [3] jamesvgingerich,sgs_freelancer [3] sgs_freelancer,hospitalitytek 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 G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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: