The graph represents a network of 3,990 Twitter users whose tweets in the requested range contained "gamification", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 November 2019 at 02:53 UTC.
The requested start date was Monday, 11 November 2019 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 6-day, 7-hour, 54-minute period from Monday, 04 November 2019 at 17:05 UTC to Monday, 11 November 2019 at 00:59 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 : 3990
Unique Edges : 4946
Edges With Duplicates : 2302
Total Edges : 7248
Number of Edge Types : 3
Replies to : 287
Mentions : 5083
Tweet : 1878
Self-Loops : 1878
Reciprocated Vertex Pair Ratio : 0.0547550432276657
Reciprocated Edge Ratio : 0.103825136612022
Connected Components : 1174
Single-Vertex Connected Components : 728
Maximum Vertices in a Connected Component : 1704
Maximum Edges in a Connected Component : 4662
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.035482
Graph Density : 0.000275946823689959
Modularity : 0.582797
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,990 Twitter users whose tweets in the requested range contained "gamification", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 November 2019 at 02:53 UTC.
The requested start date was Monday, 11 November 2019 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 6-day, 7-hour, 54-minute period from Monday, 04 November 2019 at 17:05 UTC to Monday, 11 November 2019 at 00:59 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : gamification
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[508] ã,ã [488] ø,ø [373] ø,ù [307] ù,ø [179] nos,gusta [174] ãƒ,ム[168] #gamificaciã,n [156] ã,ム[153] ãƒ,ã [133] n,nos Top Word Pairs in Tweet in G1:
[185] ã,ã [70] ãƒ,ム[53] ãƒ,ã [46] gamification,bitcoin [36] ã,ム[32] j,p [32] p,koning [30] immersive,labs [28] labs,raises [28] koning,gamification Top Word Pairs in Tweet in G2:
[198] ã,ã [92] ã,ム[64] ãƒ,ã [56] ãƒ,ム[29] #games,#gamification [28] #work,#workforce [28] #workforce,#futureofwork [28] #futureofwork,#jobs [28] #jobs,#tech [28] #tech,#millennials Top Word Pairs in Tweet in G3:
[37] check,out [32] panel,discussion [31] larshoffmanndk,paul [31] paul,o'connor [24] #gbl,#gamification [22] revisit,episode [21] o'connor,saradefreitas [21] #gamification,#seriousgames [20] part,2 [20] #professorgame,#podcast Top Word Pairs in Tweet in G4:
[69] #work,#workforce [67] #workforce,#futureofwork [62] #futureofwork,#jobs [60] #jobs,#tech [56] #tech,#millennials [53] #millennials,#genz [50] #genz,#training [42] #training,#business [38] #business,#leadership [36] #leadership,#startup Top Word Pairs in Tweet in G5:
[79] #eci201,#gamification [24] 2,#learninglab [24] #learninglab,#edtechperu [22] cerrando,2 [22] #edtechperu,alicekeeler [22] alicekeeler,hablando [22] hablando,#gamification [22] #gamification,full [22] full,day [22] day,lleno Top Word Pairs in Tweet in G6:
[57] video,games [57] creative,thinking [56] playing,more [56] thinking,workplace [55] more,video [55] games,increase [55] increase,creative [55] workplace,#gaming [55] #gaming,#technology [53] wef,playing Top Word Pairs in Tweet in G7:
[159] nos,gusta [134] #gamificaciã,n [117] n,nos [83] gusta,gamificationnat [68] gamification,nation [59] â,gamification [57] nation,gamificationnat [49] gamificationnat,november [43] ludigencia,#gamificaciã [42] #gamificación,nos Top Word Pairs in Tweet in G8:
[12] immersive,labs [12] labs,raises [12] raises,40 [12] 40,million [12] million,upskill [12] upskill,cybersecurity [12] cybersecurity,workers [12] workers,through [12] through,gamification [12] gamification,#security Top Word Pairs in Tweet in G9:
[8] #behavioraleconomics,#gamification [8] #gamification,new [8] new,form [8] form,human [8] human,centred [8] centred,design [8] design,#behavioraleconomics [8] #behavioraleconomics,#designthinking [8] #designthinking,#fintech [8] #fintech,#hcd Top Word Pairs in Tweet in G10:
[7] renard_teach,talking [7] talking,#gamification [7] #gamification,citing [7] citing,mrmatera [7] mrmatera,#teachbetter19 [7] #teachbetter19,brilliant [5] talk,#gamification [5] watching,renard_teach [4] meehanedu,watching [4] brilliant,heartfelt Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: