The graph represents a network of 3,873 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 19:35 UTC.
The tweets in the network were tweeted over the 2232-day, 4-hour, 12-minute period from Saturday, 07 January 2017 at 20:11 UTC to Saturday, 18 February 2023 at 00:24 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 : 3873
Unique Edges : 3201
Edges With Duplicates : 12775
Total Edges : 15976
Number of Edge Types : 9
Retweet : 3967
MentionsInRetweet : 7570
Quote : 135
MentionsInQuote : 368
Tweet : 532
Mentions : 1850
MentionsInReplyTo : 1090
MentionsInQuoteReply : 304
Replies to : 160
Self-Loops : 1419
Reciprocated Vertex Pair Ratio : 0.0442068305138845
Reciprocated Edge Ratio : 0.084670640379031
Connected Components : 311
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 2922
Maximum Edges in a Connected Component : 14184
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.962379
Graph Density : 0.000436308902702114
Modularity : 0.353341
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,873 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 19:35 UTC.
The tweets in the network were tweeted over the 2232-day, 4-hour, 12-minute period from Saturday, 07 January 2017 at 20:11 UTC to Saturday, 18 February 2023 at 00:24 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:
[419] #tech4good,competition [416] #huawei's,#tech4good [259] teams,#huawei's [224] huawei,meet [192] fabriziobustama,globaliqx [173] #ai,#artificialintelligence [170] #innovation,#tech [161] globaliqx,huawei [161] huawei,gigadgets_ [158] #iot,#iiot Top Word Pairs in Tweet in G1:
[184] fabriziobustama,globaliqx [154] globaliqx,huawei [154] huawei,gigadgets_ [131] nodexl,fabriziobustama [115] congrats,#tech4good [100] eli_krumova,congrats [91] #ehealth,#tech4good [83] #digitalhealth,#ehealth [79] miroki,robot [79] robot,assist Top Word Pairs in Tweet in G2:
[415] #tech4good,competition [412] #huawei's,#tech4good [255] teams,#huawei's [216] huawei,meet [157] digital,solutions [156] innovative,digital [156] develop,innovative [156] worldwide,develop [156] students,worldwide [156] back,inspiring Top Word Pairs in Tweet in G3:
[135] emergency,braking [135] automated,emergency [135] collision,detection [134] system,coupled [134] truck's,automated [134] braking,system [134] volvo,truck's [134] detection,system [134] coupled,collision [133] impressive,volvo Top Word Pairs in Tweet in G4:
[98] fabriziobustama,future [97] #ces2023,#ces23 [83] #iot,#iiot [80] #iot,#5g [76] #drone,#ai [75] #iiot,#5g [72] #100daysofcode,#drones [71] #drones,#drone [70] #ces,#100daysofcode [63] #python,#iot Top Word Pairs in Tweet in G5:
[22] socialistvoice,peterstefanovi2 [22] housingfirstuk,socialistvoice [19] googleexpertuk,thepeopleshubuk [15] thepeopleshubuk,housingfirstuk [15] googleexpertuk,housingfirstire [15] socialhousingco,housingfirstuk [14] womenwholead2,themissnicolina [14] chrisawatson_,womenwholead2 [13] thepeopleshubuk,lovefoodlifego [12] housingfirstire,socialhousingco Top Word Pairs in Tweet in G6:
[129] #health,#healthtech [129] surgical,treatment [129] ribs,gigadgets_ [129] #medical,#innovation [129] broken,ribs [129] gigadgets_,#health [129] #surgery,#medical [129] #healthcare,#surgery [129] #healthtech,#healthcare [129] treatment,broken Top Word Pairs in Tweet in G7:
[14] tech4good,competition [12] personas,quieres [12] cambiarles,vida [12] vida,personas [12] comparte,#fundaula [11] gratuita,digital [11] regalo,capaz [11] regala,futuro [11] plataforma,#formación [11] significado,regalo Top Word Pairs in Tweet in G8:
[134] foundation,ran [134] ayamiyagotchi,ethereum [134] talks,ayamiyagotchi [134] ethereum,foundation [134] #impactstories,talks [133] ran,#bl [133] empodera_org,#impactstories [4] enseñar,programar [4] #áfrica,_jojoboateng [4] millones,personas Top Word Pairs in Tweet in G9:
[53] finale,concours [52] l'équipe,#seveng [50] 2ème,prix [50] remporté,2ème [45] composée,étudiants [45] concours,#tech4good [45] étudiants,venant [39] félicitations,l'équipe [39] #seveng,composée [39] venant,l'#aglérie Top Word Pairs in Tweet in G10:
[11] using,#hashtag [11] michael,cooper [11] leadership,team [11] join,using [11] w3c,#wcag [11] #wcag,leadership [11] #hashtag,#axschat [11] joins,today [11] today,#axschat [11] team,joins 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 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: