The graph represents a network of 3,793 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 19:34 UTC.
The tweets in the network were tweeted over the 1004-day, 8-hour, 53-minute period from Tuesday, 05 May 2020 at 15:06 UTC to Saturday, 04 February 2023 at 00:00 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 : 3793
Unique Edges : 2946
Edges With Duplicates : 12175
Total Edges : 15121
Number of Edge Types : 9
Retweet : 4045
MentionsInRetweet : 7084
Quote : 115
Tweet : 499
MentionsInQuote : 283
Mentions : 1807
MentionsInReplyTo : 917
MentionsInQuoteReply : 227
Replies to : 144
Self-Loops : 1197
Reciprocated Vertex Pair Ratio : 0.0456802383316783
Reciprocated Edge Ratio : 0.087369420702754
Connected Components : 301
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 2922
Maximum Edges in a Connected Component : 13388
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.734316
Graph Density : 0.000439266870684505
Modularity : 0.362306
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,793 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 19:34 UTC.
The tweets in the network were tweeted over the 1004-day, 8-hour, 53-minute period from Tuesday, 05 May 2020 at 15:06 UTC to Saturday, 04 February 2023 at 00:00 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 [361] #innovation,#tech [345] #healthtech,#healthcare [342] #health,#healthtech [341] teams,#huawei's [340] #surgery,#medical [331] #medical,#innovation [328] #healthcare,#surgery [326] treatment,broken Top Word Pairs in Tweet in G1:
[540] #tech4good,competition [537] #huawei's,#tech4good [339] teams,#huawei's [263] 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 G2:
[153] fabriziobustama,globaliqx [120] huawei,gigadgets_ [120] globaliqx,huawei [111] nodexl,fabriziobustama [89] #digitalhealth,#ehealth [81] staff,hospitals [81] robot,assist [81] miroki,robot [81] assist,staff [81] introducing,miroki Top Word Pairs in Tweet in G3:
[324] treatment,broken [324] #healthtech,#healthcare [324] #medical,#innovation [324] gigadgets_,#health [324] surgical,treatment [324] #health,#healthtech [324] #surgery,#medical [324] #healthcare,#surgery [324] ribs,gigadgets_ [324] broken,ribs Top Word Pairs in Tweet in G4:
[126] collision,detection [126] automated,emergency [126] emergency,braking [125] coupled,collision [125] braking,system [125] detection,system [125] truck's,automated [125] system,coupled [125] volvo,truck's [124] impressive,volvo Top Word Pairs in Tweet in G5:
[96] fabriziobustama,future [93] #ces2023,#ces23 [83] #iot,#iiot [76] #drone,#ai [75] #iot,#5g [75] #iiot,#5g [73] #100daysofcode,#drones [71] #ces,#100daysofcode [63] #python,#iot [63] #drones,#drone Top Word Pairs in Tweet in G6:
[24] socialistvoice,peterstefanovi2 [24] housingfirstuk,socialistvoice [22] googleexpertuk,thepeopleshubuk [18] thepeopleshubuk,housingfirstuk [15] please,join [14] let's,social [14] #socent,#tech4good [14] join,free [14] free,monthly [14] networking,social Top Word Pairs in Tweet in G7:
[16] cambiarles,vida [16] personas,quieres [16] comparte,#fundaula [16] vida,personas [15] quieres,navidad [15] futuro,comparte [15] regala,futuro [15] navidad,regala [14] tech4good,competition [11] gratuita,digital Top Word Pairs in Tweet in G8:
[101] talks,ayamiyagotchi [101] foundation,ran [101] #impactstories,talks [101] ethereum,foundation [101] ayamiyagotchi,ethereum [100] ran,#bl [100] empodera_org,#impactstories [3] cm6ffryk32,objetivo [3] truck's,automated [3] coupled,collision Top Word Pairs in Tweet in G9:
[14] girls,centric [14] microbit_edu,#tech4girls [14] organize,girls [14] year,planning [14] #doyourbit,challenge [14] manifeste,numérique [14] #tech4girls,year [14] planning,organize [14] challenge,benin [14] centric,#doyourbit Top Word Pairs in Tweet in G10:
[54] finale,concours [48] l'équipe,#seveng [47] concours,#tech4good [46] 2ème,prix [46] remporté,2ème [41] composée,étudiants [41] étudiants,venant [36] félicitations,l'équipe [35] #seveng,composée [35] venant,l'#aglérie Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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: