The graph represents a network of 7,892 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, 25 October 2021 at 20:51 UTC.
The requested start date was Monday, 25 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 2-hour, 11-minute period from Monday, 18 October 2021 at 21:49 UTC to Monday, 25 October 2021 at 00:00 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 : 7892
Unique Edges : 4164
Edges With Duplicates : 11666
Total Edges : 15830
Number of Edge Types : 5
Retweet : 5226
MentionsInRetweet : 6800
Tweet : 1135
Mentions : 2038
Replies to : 631
Self-Loops : 1189
Reciprocated Vertex Pair Ratio : 0.0163107251818822
Reciprocated Edge Ratio : 0.0320979101720356
Connected Components : 1095
Single-Vertex Connected Components : 487
Maximum Vertices in a Connected Component : 3240
Maximum Edges in a Connected Component : 6396
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 2.662245
Graph Density : 0.000139074951973297
Modularity : 0.519309
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,892 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, 25 October 2021 at 20:51 UTC.
The requested start date was Monday, 25 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 2-hour, 11-minute period from Monday, 18 October 2021 at 21:49 UTC to Monday, 25 October 2021 at 00:00 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:
[2968] social,media [2913] gamification,social [2909] 24,hours [2906] monetization,gamification [2903] 100,24 [2903] gistcoin,solution [2903] solution,monetization [2903] media,platforms [2902] hours,gistcoin [2901] giveawayhost,100 Top Word Pairs in Tweet in G1:
[2890] 100,24 [2890] 24,hours [2890] hours,gistcoin [2890] gistcoin,solution [2890] solution,monetization [2890] monetization,gamification [2890] gamification,social [2890] social,media [2890] media,platforms [2889] giveawayhost,100 Top Word Pairs in Tweet in G2:
[33] wordpress,gamification [32] build,customer [32] customer,loyalty [31] loyalty,wordpress [24] raising,one [13] best,interest [12] agency's,investor [12] investor,advocate [12] advocate,questions [12] questions,whether Top Word Pairs in Tweet in G3:
[58] #gamification,#gbl [50] #gbl,#games4ed [49] #boardgames,#gamification [48] #gamesbasedlearning,#gamedesign [47] #gamedesign,#gaming [47] #gamedevelopment,#boardgames [46] #gaming,#gamedevelopment [46] #machinelearning,#datascience [43] nasaga,davengdesign [41] davengdesign,igda Top Word Pairs in Tweet in G4:
[169] stop,blaming [167] staying,cool [167] cool,garygensler [167] garygensler,part [167] part,report [167] report,call [167] call,shorts [167] shorts,stop [166] masked_investor,staying [16] mean,investors Top Word Pairs in Tweet in G5:
[106] inpoin_id,inpoin [76] gamification,#inpoinquiz [57] inpoin,gamification [35] inpoin,jawabannya [29] jawabannya,gamification [28] yuk,ikutan [25] #inpoinquiz,yuk [21] follow,inpoin_id [17] dan,ikutan [16] ikutan,yuk Top Word Pairs in Tweet in G6:
[256] opinion,sec [256] sec,gamestop [256] gamestop,wild [256] wild,jan [256] jan,trading [256] trading,#wallstreetbets [256] #wallstreetbets,#reddit [256] #reddit,#apes [255] lizclaman,opinion [21] lotta,worry Top Word Pairs in Tweet in G7:
[104] excited,giveaway [104] giveaway,utopianunicorns [104] utopianunicorns,nft [104] nft,best [104] best,art [104] art,#imx [104] #imx,gas [104] cross,community [103] #nftgiveaway,excited [103] gas,cross Top Word Pairs in Tweet in G8:
[15] cake,bank [15] bank,gravity [15] gravity,vault [14] ecchicoin,blowing [14] blowing,hasn [14] hasn,launched [14] launched,original [14] original,anime [14] anime,series [14] series,music Top Word Pairs in Tweet in G9:
[23] ton,thoughts [23] thoughts,nfts [23] nfts,art [23] art,solana [23] solana,vs [23] vs,eth [23] eth,nfts [23] nfts,sometimes [23] sometimes,art [23] art,sure Top Word Pairs in Tweet in G10:
[82] gamification,tools [82] tools,strategies [82] strategies,brain [82] brain,blast [80] finleyt,gamification [62] blast,#edchat [62] #edchat,#teachers [62] #teachers,#k12 [62] #k12,#elemchat [62] #elemchat,#ukedchat Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: