The graph represents a network of 980 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 January 2021 at 19:51 UTC.
The requested start date was Saturday, 09 January 2021 at 01:01 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 13-day, 21-hour, 55-minute period from Saturday, 26 December 2020 at 02:30 UTC to Saturday, 09 January 2021 at 00:25 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 : 980
Unique Edges : 931
Edges With Duplicates : 1872
Total Edges : 2803
Number of Edge Types : 5
Replies to : 26
Mentions : 494
Retweet : 714
MentionsInRetweet : 1352
Tweet : 217
Self-Loops : 232
Reciprocated Vertex Pair Ratio : 0.031907671418873
Reciprocated Edge Ratio : 0.0618421052631579
Connected Components : 143
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 464
Maximum Edges in a Connected Component : 1739
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.949147
Graph Density : 0.0015842905088491
Modularity : 0.492463
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 980 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 January 2021 at 19:51 UTC.
The requested start date was Saturday, 09 January 2021 at 01:01 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 13-day, 21-hour, 55-minute period from Saturday, 26 December 2020 at 02:30 UTC to Saturday, 09 January 2021 at 00:25 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 : tech4good
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:
[78] #athome,wef [78] wef,#digitaltransformation [78] #digitaltransformation,#healthcare [78] #healthcare,#tech4good [65] #robotic,wheelchair [65] wheelchair,ersuniverse [65] ersuniverse,#engineering [65] #engineering,#ai [65] #ai,#bigdata [65] #bigdata,#dl Top Word Pairs in Tweet in G1:
[62] #robotic,wheelchair [62] wheelchair,ersuniverse [62] ersuniverse,#engineering [62] #engineering,#ai [62] #ai,#bigdata [62] #bigdata,#dl [62] #dl,#mi [62] #mi,#tech4good [62] #tech4good,#rpa [62] #rpa,#technology Top Word Pairs in Tweet in G2:
[21] #ces2021,leaders [20] follow,#ces2021 [20] leaders,glengilmore [20] glengilmore,rwang0 [20] rwang0,sebbourguignon [20] sebbourguignon,lorimoreno [20] lorimoreno,fmfrancoise [20] fmfrancoise,nicochan33 [20] nicochan33,sallyeaves [19] influencerprom1,follow Top Word Pairs in Tweet in G3:
[18] #coupdeflash,toogoodtogo_fr [18] toogoodtogo_fr,s'impose [18] s'impose,comme [18] comme,roi [18] roi,l'anti [18] l'anti,gaspi [18] gaspi,techcrunch [18] ÿðÿ,š [18] š,#mustread [18] #mustread,flash Top Word Pairs in Tweet in G4:
[68] #athome,wef [68] wef,#digitaltransformation [68] #digitaltransformation,#healthcare [68] #healthcare,#tech4good [35] #ai,#cancer [35] #cancer,test [35] test,take [35] take,#athome [35] #tech4good,#sdg's [34] import_jmr,#ai Top Word Pairs in Tweet in G5:
[12] #tech4good,#nptech [9] norwegian,refugee [9] refugee,council [9] council,making [9] making,sure [9] sure,displaced [9] displaced,young [9] young,people [9] people,continue [9] continue,learning Top Word Pairs in Tweet in G6:
[10] young,people [10] human,rights [9] hey,#womenintech [9] #womenintech,ucberkeley [9] ucberkeley,apply [9] apply,feb [9] feb,19 [9] 19,human [9] rights,fellowship [9] fellowship,prog Top Word Pairs in Tweet in G7:
[41] #pwd,#disabilityinclusion [39] #tech4all,#tech4good [37] #inclusion,#pwd [15] #accessibility,#inclusion [14] team,high [14] high,schoolers [14] schoolers,building [14] building,#accessibility [14] #accessibility,free [14] free,#3d Top Word Pairs in Tweet in G8:
[9] brought,msftnonprofits [7] msftnonprofits,learn [7] #nonprofit,team [5] collaboration,communication [5] communication,tools [5] tools,bring [5] bring,#nonprofit [5] team,closer [5] closer,one [5] one,app Top Word Pairs in Tweet in G9:
[9] #notminiadults,podcast [9] podcast,available [9] available,stream [9] stream,spotify [9] spotify,itunes [9] itunes,google [9] google,buzzsprout [9] buzzsprout,#childhealth [8] 12,ways [8] ways,create Top Word Pairs in Tweet in G10:
[22] thank,iain [22] iain,morris [22] morris,comprehensive [22] comprehensive,article [22] article,tsf's [22] tsf's,action [22] action,beirut [22] beirut,light_reading [22] refugees,kara [22] kara,tepe 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 G8:
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: