The graph represents a network of 610 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Tuesday, 27 July 2021 at 13:57 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 2-minute period from Monday, 19 July 2021 at 11:53 UTC to Tuesday, 27 July 2021 at 13:55 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 : 610
Unique Edges : 1632
Edges With Duplicates : 1639
Total Edges : 3271
Number of Edge Types : 5
Mentions : 1243
Tweet : 53
Retweet : 245
MentionsInRetweet : 1661
Replies to : 69
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0614439324116743
Reciprocated Edge Ratio : 0.115774240231548
Connected Components : 17
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 566
Maximum Edges in a Connected Component : 3200
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.94897
Graph Density : 0.00558023096180247
Modularity : 0.405774
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 610 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Tuesday, 27 July 2021 at 13:57 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 2-minute period from Monday, 19 July 2021 at 11:53 UTC to Tuesday, 27 July 2021 at 13:55 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 : NodeXL
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:
[109] top,hashtags [71] summer,school [50] learn,collect [50] collect,analyze [50] analyze,visualize [50] visualize,report [50] report,present [50] present,insights [48] samighazali,nodexl [43] pythonexpertbot,digitalkecom Top Word Pairs in Tweet in G1:
[57] top,hashtags [30] nodexl,nodexl [29] nodexl,michaelbathurst [27] mihkal,nodexl [27] salhaj,smr_foundation [22] #phdchat,#socialmedia [21] michaelbathurst,enricomolinari [20] sustaintrends,mlgg2 [20] enricomolinari,docassar [20] docassar,sustaintrends Top Word Pairs in Tweet in G2:
[21] top,hashtags [16] day,july [11] summer,school [11] conoce,mapa [10] learn,collect [10] collect,analyze [10] analyze,visualize [10] visualize,report [10] report,present [10] present,insights Top Word Pairs in Tweet in G3:
[32] pythonexpertbot,digitalkecom [32] digitalkecom,globaliqx [32] globaliqx,elizabot9 [31] catherineadenle,ingliguori [31] ingliguori,pythonexpertbot [30] doxyaxone,catherineadenle [23] eli_krumova,gp_pulipaka [23] gp_pulipaka,chidambara09 [21] chidambara09,doxyaxone [20] #mediaresearchinstitute,#twitterresearchproject Top Word Pairs in Tweet in G4:
[42] samighazali,nodexl [29] #digital,#digitaltransformation [27] #digitaltransformation,#tech [27] #tech,#technology [23] draw,floorplans [23] floorplans,more [23] more,#augmentedreality [23] #augmentedreality,harbrimah [23] harbrimah,#digital [23] #technology,#influencer Top Word Pairs in Tweet in G5:
[9] worth,following [8] sunday,blessings [6] monday,motivation [5] around,world [5] world,#digitaltransformation [5] #digitaltransformation,#kindnessmatters [5] #pythonlearning,#sundaymorning [5] #sundaymorning,#digitalhealth [5] #digitalhealth,paula_piccard [5] paula_piccard,nodexl Top Word Pairs in Tweet in G6:
[5] enricomolinari,nodexl [4] topcybernews,ronald_vanloon [4] ronald_vanloon,ipfconline1 [4] ipfconline1,heinzvhoenen [4] heinzvhoenen,asokan_telecom [4] wswmuc,andi_staub [4] andi_staub,thomas_harrer [4] thomas_harrer,balaji_sandiego [3] top,hashtags [3] thank,nodexl Top Word Pairs in Tweet in G7:
[46] summer,school [33] learn,collect [33] collect,analyze [33] analyze,visualize [33] visualize,report [33] report,present [33] present,insights [28] social,media [27] guest,speakers [24] insights,social Top Word Pairs in Tweet in G8:
[6] nodexl,markj_ohnson [6] markj_ohnson,scalarhumanity [4] onlinelearning,nodexl [4] top,hashtags [4] hashtags,#onlinelearning [3] congratulations,#edtech [3] #edtech,leaders [3] leaders,nodexl [3] scalarhumanity,globaliqx [3] globaliqx,mtholfsen Top Word Pairs in Tweet in G10:
[7] prof_bhuyan,sustaintrends [7] sustaintrends,sd_gbc [7] sd_gbc,dobrien_coop [7] dobrien_coop,ncbaclusa [7] ncbaclusa,mzstrat [7] mzstrat,iwonamertin [6] tutormentorteam,brookingsmetro [6] nodexl,brookingsmetro [6] top,hashtags [6] hashtags,#sustainablecommunities Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: