The graph represents a network of 2,059 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, 03 October 2020 at 19:20 UTC.
The requested start date was Saturday, 03 October 2020 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 13-day, 22-hour, 33-minute period from Saturday, 19 September 2020 at 01:07 UTC to Friday, 02 October 2020 at 23:40 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 : 2059
Unique Edges : 2134
Edges With Duplicates : 4019
Total Edges : 6153
Number of Edge Types : 5
Mentions : 1625
Replies to : 68
Retweet : 1418
MentionsInRetweet : 2648
Tweet : 394
Self-Loops : 422
Reciprocated Vertex Pair Ratio : 0.0577763897564023
Reciprocated Edge Ratio : 0.109241216415707
Connected Components : 197
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 1325
Maximum Edges in a Connected Component : 4790
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.302043
Graph Density : 0.000799306748301208
Modularity : 0.508292
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,059 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, 03 October 2020 at 19:20 UTC.
The requested start date was Saturday, 03 October 2020 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 13-day, 22-hour, 33-minute period from Saturday, 19 September 2020 at 01:07 UTC to Friday, 02 October 2020 at 23:40 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:
[137] #tech4all,#tech4good [46] #tech4good,#tech4all [39] tech,good [36] taking,learning [33] #ai,#ki [32] digital,divide [31] order,help [30] riddhij61587522,given [30] msftnonprofits,learn [30] brought,msftnonprofits Top Word Pairs in Tweet in G1:
[23] #tech4good,awards [21] #tech4good,award [18] award,winners [17] abilitynet,#tech4good [14] 24th,september [14] september,announcing [14] announcing,amazing [14] amazing,#tech4good [14] winners,join [14] join,online Top Word Pairs in Tweet in G2:
[30] msftnonprofits,learn [30] brought,msftnonprofits [18] #tech4good,#socialimpact [14] awesome,#timtalk [14] #timtalk,#inteview [14] #inteview,timothy_hughes [14] timothy_hughes,creating [14] creating,technology [14] technology,purpose [14] purpose,sallyeaves Top Word Pairs in Tweet in G3:
[58] #tech4all,#tech4good [30] riddhij61587522,given [30] #ai,#ki [25] stack,using [25] #regretsreporter,allows [25] allows,#youtube [25] #youtube,users [25] users,#record [25] #record,upload [25] upload,information Top Word Pairs in Tweet in G4:
[13] digital,donner [13] donner,l'ampleur [13] l'ampleur,aux [13] aux,#circuitscourts [13] #circuitscourts,hortenseharang [13] hortenseharang,chloerossignol [11] severinelienard,parait [11] parait,essentiel [11] essentiel,aller [11] aller,devant Top Word Pairs in Tweet in G5:
[73] #tech4all,#tech4good [28] reduces,rural [28] rural,inequality [26] article,digitruck [26] digitruck,huawei [26] huawei,bridging [26] bridging,digital [26] digital,divide [26] divide,reduces [26] #inclusion,#accessibility Top Word Pairs in Tweet in G6:
[26] antgrasso,mikequindazzi [26] mikequindazzi,fisher85m [26] fisher85m,enable [26] enable,meaningful [26] meaningful,innovation [26] innovation,accenture [25] accenture,microsoftindia [21] accenturetech,antgrasso [10] jury,members [8] feedsupervised,accenturetech Top Word Pairs in Tweet in G7:
[19] virtual,volunteering [9] black,tech [9] tech,good [5] volunteering,program [5] online,mentoring [5] first,black [5] good,spotlight [5] spotlight,mycovidmd [5] mycovidmd,askthefund [5] askthefund,technology Top Word Pairs in Tweet in G8:
[4] #lawenforcementtraining,#deescalation [4] read,article [3] #tech4good,#techblog [3] #tech4good,#techforgood [3] #questdigital,#differentisbetter [3] #differentisbetter,#wearelenovo [3] #resurgentcommunities,#indiafightscovid19 [3] #indiafightscovid19,#digitalskills [3] #digitalskills,#tech4good [3] #tech4good,#socialgood Top Word Pairs in Tweet in G9:
[19] journées,#tech4good [19] numérique,responsable [16] #tech4good,cantinenantes [15] tech,good [10] retour,journées [10] cantinenantes,nantesdigitalw [10] nantesdigitalw,échanges [10] échanges,dérives [10] dérives,tech [9] lebondigital,retour Top Word Pairs in Tweet in G10:
[35] taking,learning [25] learning,programmes [21] programmes,online [16] dajbelshaw,ericaneve [16] 25th,sept [13] tips,taking [13] fri,25th [11] free,session [10] online,transforming [10] transforming,delivery Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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