The graph represents a network of 3,855 Twitter users whose recent tweets contained "tech4good", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 19:35 UTC.
The tweets in the network were tweeted over the 2225-day, 4-hour, 32-minute period from Saturday, 07 January 2017 at 20:11 UTC to Saturday, 11 February 2023 at 00:44 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3855
Unique Edges : 3032
Edges With Duplicates : 12292
Total Edges : 15324
Number of Edge Types : 9
Retweet : 4018
MentionsInRetweet : 7257
Tweet : 507
Mentions : 1715
Quote : 123
MentionsInQuote : 310
MentionsInReplyTo : 935
MentionsInQuoteReply : 304
Replies to : 155
Self-Loops : 1257
Reciprocated Vertex Pair Ratio : 0.0417478882391163
Reciprocated Edge Ratio : 0.0801496959301419
Connected Components : 303
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 2908
Maximum Edges in a Connected Component : 13443
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.639703
Graph Density : 0.000431643442189865
Modularity : 0.363492
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,855 Twitter users whose recent tweets contained "tech4good", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 19:35 UTC.
The tweets in the network were tweeted over the 2225-day, 4-hour, 32-minute period from Saturday, 07 January 2017 at 20:11 UTC to Saturday, 11 February 2023 at 00:44 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[542] #tech4good,competition [539] #huawei's,#tech4good [341] teams,#huawei's [323] #innovation,#tech [303] #healthtech,#healthcare [301] #health,#healthtech [298] #surgery,#medical [290] #medical,#innovation [287] #healthcare,#surgery [285] treatment,broken Top Word Pairs in Tweet in G1:
[168] fabriziobustama,globaliqx [141] globaliqx,huawei [141] huawei,gigadgets_ [118] nodexl,fabriziobustama [94] congrats,#tech4good [86] eli_krumova,congrats [85] #digitalhealth,#ehealth [83] #ehealth,#tech4good [81] miroki,robot [81] robot,assist Top Word Pairs in Tweet in G2:
[540] #tech4good,competition [537] #huawei's,#tech4good [339] teams,#huawei's [261] huawei,meet [198] digital,solutions [197] innovative,digital [197] develop,innovative [197] worldwide,develop [197] students,worldwide [197] back,inspiring Top Word Pairs in Tweet in G3:
[132] collision,detection [132] automated,emergency [132] emergency,braking [131] coupled,collision [131] braking,system [131] detection,system [131] truck's,automated [131] system,coupled [131] volvo,truck's [130] impressive,volvo Top Word Pairs in Tweet in G4:
[283] ribs,gigadgets_ [283] #surgery,#medical [283] treatment,broken [283] #medical,#innovation [283] gigadgets_,#health [283] broken,ribs [283] #healthtech,#healthcare [283] #health,#healthtech [283] #healthcare,#surgery [283] surgical,treatment Top Word Pairs in Tweet in G5:
[101] fabriziobustama,future [100] #ces2023,#ces23 [84] #iot,#iiot [79] #iot,#5g [77] #drone,#ai [77] #iiot,#5g [74] #100daysofcode,#drones [73] #drones,#drone [72] #ces,#100daysofcode [65] #python,#iot Top Word Pairs in Tweet in G6:
[22] socialistvoice,peterstefanovi2 [22] housingfirstuk,socialistvoice [20] googleexpertuk,thepeopleshubuk [16] thepeopleshubuk,housingfirstuk [14] womenwholead2,themissnicolina [14] chrisawatson_,womenwholead2 [14] googleexpertuk,housingfirstire [14] socialhousingco,housingfirstuk [13] please,join [12] let's,social Top Word Pairs in Tweet in G7:
[14] tech4good,competition [12] comparte,#fundaula [12] vida,personas [12] cambiarles,vida [12] personas,quieres [11] plataforma,#formación [11] #formación,gratuita [11] #fundaula,nuestra [11] futuro,comparte [11] significado,regalo Top Word Pairs in Tweet in G8:
[93] talks,ayamiyagotchi [93] foundation,ran [93] #impactstories,talks [93] ethereum,foundation [93] ayamiyagotchi,ethereum [92] ran,#bl [92] empodera_org,#impactstories [4] cm6ffryk32,objetivo [4] co,cm6ffryk32 [4] millones,personas Top Word Pairs in Tweet in G9:
[53] finale,concours [50] l'équipe,#seveng [48] 2ème,prix [48] remporté,2ème [46] concours,#tech4good [43] composée,étudiants [43] étudiants,venant [37] félicitations,l'équipe [37] l'#aglérie,remporté [37] venant,l'#aglérie Top Word Pairs in Tweet in G10:
[18] #tdev228,#tgtech [14] centric,#doyourbit [14] girls,centric [14] microbit_edu,#tech4girls [14] year,planning [14] challenge,benin [14] #doyourbit,challenge [14] planning,organize [14] organize,girls [14] #tech4girls,year 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 G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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: