The graph represents a network of 4,162 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 Tuesday, 03 December 2019 at 03:43 UTC.
The requested start date was Monday, 02 December 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 8-day, 11-hour, 58-minute period from Saturday, 23 November 2019 at 12:48 UTC to Monday, 02 December 2019 at 00:46 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 : 4162
Unique Edges : 5225
Edges With Duplicates : 2136
Total Edges : 7361
Number of Edge Types : 3
Tweet : 1904
Replies to : 291
Mentions : 5166
Self-Loops : 1904
Reciprocated Vertex Pair Ratio : 0.0531986531986532
Reciprocated Edge Ratio : 0.101023017902813
Connected Components : 1164
Single-Vertex Connected Components : 698
Maximum Vertices in a Connected Component : 1596
Maximum Edges in a Connected Component : 4281
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.384836
Graph Density : 0.000270930695443064
Modularity : 0.624374
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,162 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 Tuesday, 03 December 2019 at 03:43 UTC.
The requested start date was Monday, 02 December 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 8-day, 11-hour, 58-minute period from Saturday, 23 November 2019 at 12:48 UTC to Monday, 02 December 2019 at 00:46 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[164] video,games [124] #gamificación,gusta [100] #work,#workforce [95] #workforce,#futureofwork [95] #futureofwork,#jobs [95] #jobs,#tech [87] playing,more [87] more,video [87] games,increase [87] increase,creative Top Word Pairs in Tweet in G1:
[31] gamification,adding [31] adding,spoonful [31] spoonful,sugar [31] sugar,security [31] security,training [23] undefined,mt [23] mt,gamification [23] gamification,notification [23] notification,missions [23] missions,category50 Top Word Pairs in Tweet in G2:
[23] game,mechanics [20] #s4k19,#live [20] combined,#gamification [19] ityion,test [19] test,arena [19] arena,follow [19] follow,learn [19] learn,#behavioralscience [19] #behavioralscience,combined [19] #gamification,transform Top Word Pairs in Tweet in G3:
[116] #gamificación,gusta [51] #edchateu,#gamification [40] #gamification,#qedchateu [36] gusta,gamificationnat [28] #gamification,#edchateu [25] see,more [24] gusta,gamification_eu [24] gusta,crmgamification [24] crmgamification,top [24] top,story Top Word Pairs in Tweet in G4:
[31] #professorgame,#podcast [24] gamifire,scalable [22] #gamification,#moocs [22] scalable,platform [22] platform,independent [21] #gbl,#games4ed [18] #gbl,#gamification [16] independent,infrastructure [16] infrastructure,meaningful [15] user,types Top Word Pairs in Tweet in G5:
[73] playing,more [73] more,video [73] video,games [73] games,increase [73] increase,creative [73] creative,thinking [73] thinking,workplace [69] workplace,#gaming [69] #gaming,#technology [65] wef,playing Top Word Pairs in Tweet in G6:
[87] #work,#workforce [84] #workforce,#futureofwork [84] #futureofwork,#jobs [84] #jobs,#tech [76] #tech,#millennials [75] #millennials,#genz [74] #genz,#training [70] #training,#business [63] #business,#leadership [60] #leadership,#startup Top Word Pairs in Tweet in G7:
[64] study,food [64] food,delivery [64] delivery,workers [64] workers,china [64] china,showed [64] showed,platform [64] platform,interface [64] interface,closely [64] closely,resembles [64] resembles,video Top Word Pairs in Tweet in G8:
[16] ultimate,#design [16] #design,#guide [16] #guide,#elearning [16] #elearning,#gamification [16] #gamification,2019 [15] dinisguarda,ultimate [15] 2019,racco [13] changing,game [13] game,education [13] education,elearning Top Word Pairs in Tweet in G9:
[25] seminar,experiential [25] experiential,tourism [15] interested,#gamification [15] #gamification,join [15] join,wed [15] wed,27 [15] 27,neapolisvng [15] neapolisvng,first [15] first,#medgaims [15] #medgaims,seminar Top Word Pairs in Tweet in G10:
[47] interactive,gamification [47] gamification,experience [38] lucky,money [30] money,interactive [30] experience,send [30] send,#luckymoney [30] #luckymoney,another [30] another,palmpay [30] palmpay,user [29] iamunclemark,lucky Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G9:
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: