The graph represents a network of 1,928 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, 29 May 2021 at 18:26 UTC.
The requested start date was Saturday, 29 May 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 12-day, 9-hour, 58-minute period from Sunday, 16 May 2021 at 04:32 UTC to Friday, 28 May 2021 at 14:31 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 : 1928
Unique Edges : 2969
Edges With Duplicates : 6802
Total Edges : 9771
Number of Edge Types : 5
Retweet : 2057
MentionsInRetweet : 5359
Mentions : 1999
Tweet : 291
Replies to : 65
Self-Loops : 453
Reciprocated Vertex Pair Ratio : 0.0360178970917226
Reciprocated Edge Ratio : 0.0695314187000648
Connected Components : 154
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1418
Maximum Edges in a Connected Component : 8971
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.124153
Graph Density : 0.00124648207283697
Modularity : 0.368259
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,928 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, 29 May 2021 at 18:26 UTC.
The requested start date was Saturday, 29 May 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 12-day, 9-hour, 58-minute period from Sunday, 16 May 2021 at 04:32 UTC to Friday, 28 May 2021 at 14:31 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:
[259] #iot,#5g [177] #tech4good,#innovation [166] agustinpozo1970,nokiaindustries [162] cc,pawlowskimario [159] #tech4good,#socialmedia [133] #5g,#tech4good [129] #socialmedia,#innovation [125] albertoemachado,#des2021 [114] evento,#des2021 [113] #ai,#iiot Top Word Pairs in Tweet in G1:
[156] cc,pawlowskimario [155] #iot,#5g [153] #tech4good,#innovation [153] #tech4good,#socialmedia [125] #socialmedia,#innovation [108] #5g,#tech4good [92] #socialmedia,#iot [92] #innovation,#sundayvibes [92] #sundayvibes,cc [78] pawlowskimario,baski_la Top Word Pairs in Tweet in G2:
[36] chrisawatson_,womenwholead2 [36] womenwholead2,themissnicolina [24] thepeopleshubuk,housingfirstuk [24] housingfirstuk,housingfirstire [24] housingfirstire,chrisawatson_ [22] thepeopleshubun,thepeopleshubuk [21] googleexpertuk,thepeopleshubun [21] themissnicolina,debj [15] themissnicolina,debjshaw [13] debjshaw,theremarkablz Top Word Pairs in Tweet in G3:
[166] agustinpozo1970,nokiaindustries [124] albertoemachado,#des2021 [114] evento,#des2021 [97] #des2021,des_show [91] difusión,#redessociales [88] anabelanogs,#des2021 [60] hablará,#estrategias [59] fantástico,evento [57] gran,evento [57] #des2021,llevamos Top Word Pairs in Tweet in G4:
[90] #iot,#5g [73] #ai,#iiot [71] fabriziobustama,umaine [71] umaine,world's [71] world's,largest [71] largest,3d [71] 3d,printed [71] printed,boat [71] boat,eforengineering [71] eforengineering,#3d Top Word Pairs in Tweet in G5:
[10] hidden,work [10] work,created [10] created,#artificialintelligence [10] #artificialintelligence,programs [10] programs,mitsloan [10] mitsloan,#edtech [10] #edtech,#education [8] globaliqx,hidden [8] #education,#te [6] tesla,roadster Top Word Pairs in Tweet in G6:
[14] learn,more [10] #nptech,#tech4good [9] 12,cities [8] brought,msftnonprofits [8] artificial,intelligence [7] online,course [7] aplicación,ayudar [7] ayudar,peques [7] peques,dificultades [7] dificultades,manejar Top Word Pairs in Tweet in G7:
[12] #iot,#sdgs [11] #ai,#iot [11] check,#techleadertalks [11] fabriziobustama,siemensgamesa [11] siemensgamesa,building [11] building,wind [11] wind,turbines [11] turbines,using [11] using,#machinelearning [11] #machinelearning,tech Top Word Pairs in Tweet in G8:
[20] flashtweet,#transfonum [17] flashtweet,#coupdeflash [16] #transfonum,#covid19 [16] #covid19,oracle [16] oracle,uniofoxford [16] uniofoxford,développent [16] développent,plateforme [16] plateforme,d'identification [16] d'identification,#variants [12] #alaune,nouvel Top Word Pairs in Tweet in G9:
[6] #tech4good,dell [6] dell,technologies [6] technologies,fournit [6] fournit,plateforme [6] plateforme,collecte [6] collecte,analyse [6] analyse,données [6] données,créer [6] créer,jusqu [6] jusqu,millions Top Word Pairs in Tweet in G10:
[13] walk,door [12] welcome,#disabilityconfident [12] #disabilityconfident,enhancing [12] enhancing,#customerservice [12] #customerservice,app [12] app,made [12] made,amazing [12] amazing,progress [12] progress,2021 [12] 2021,60 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: