The graph represents a network of 4,219 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 19:35 UTC.
The tweets in the network were tweeted over the 2246-day, 4-hour, 45-minute period from Saturday, 07 January 2017 at 20:11 UTC to Saturday, 04 March 2023 at 00:56 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 : 4219
Unique Edges : 3662
Edges With Duplicates : 13573
Total Edges : 17235
Number of Edge Types : 9
Retweet : 3918
MentionsInRetweet : 8135
MentionsInReplyTo : 1459
Replies to : 217
Quote : 137
Tweet : 497
Mentions : 2203
MentionsInQuote : 368
MentionsInQuoteReply : 301
Self-Loops : 1519
Reciprocated Vertex Pair Ratio : 0.0390152605816297
Reciprocated Edge Ratio : 0.0751004572537065
Connected Components : 302
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 3075
Maximum Edges in a Connected Component : 15058
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.495761
Graph Density : 0.00040554645038122
Modularity : 0.367368
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,219 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 19:35 UTC.
The tweets in the network were tweeted over the 2246-day, 4-hour, 45-minute period from Saturday, 07 January 2017 at 20:11 UTC to Saturday, 04 March 2023 at 00:56 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:
[457] power,plant [457] system,deploy [457] portable,system [457] plant,minutes [457] solar,power [457] deploy,solar [376] literally,roll [376] roll,solar [376] solar,rug [376] minutes,literally Top Word Pairs in Tweet in G1:
[185] fabriziobustama,globaliqx [161] globaliqx,huawei [161] huawei,gigadgets_ [127] nodexl,fabriziobustama [119] congrats,#tech4good [106] eli_krumova,congrats [104] #iot,#5g [89] #ehealth,#tech4good [86] #techforgood,#tech4good [82] #digitalhealth,#ehealth Top Word Pairs in Tweet in G2:
[163] #ai,#artificialintelligence [153] gigadgets_,#sustainability [152] #sustainability,#innovation [151] #innovation,#technolog [115] diversity,tech [115] justinanixon,read [115] growth,ronald_vanloon [115] ronald_vanloon,justinanixon [115] key,unlocking [115] #innovation,#business Top Word Pairs in Tweet in G3:
[148] education,level [148] #education,#tech4good [148] simulation,program [148] bringing,education [148] level,teaching [148] teaching,chemistry [148] program,#education [148] chemistry,simulation [148] #tech4good,#innovation [147] pascal_bornet,bringing Top Word Pairs in Tweet in G4:
[370] roll,solar [370] solar,rug [370] power,plant [370] solar,power [370] system,deploy [370] deploy,solar [370] minutes,literally [370] literally,roll [370] plant,minutes [370] portable,system Top Word Pairs in Tweet in G5:
[21] housingfirstuk,socialistvoice [21] socialistvoice,peterstefanovi2 [16] googleexpertuk,housingfirstire [15] adatheshow,mrsedithrigby [14] chrisawatson_,womenwholead2 [14] socialhousingco,housingfirstuk [14] womenwholead2,themissnicolina [13] please,join [13] housingfirstire,googleexpertuk [13] googleexpertuk,thepeopleshubuk Top Word Pairs in Tweet in G6:
[12] tech4good,competition [9] irish,team [6] 2022,tech4good [6] competition,won [5] huawei,2022 [5] won,irish [5] #tech4good,#innovation [4] #stopwar,#standwithukraine [4] winners,second [4] huawei,announced Top Word Pairs in Tweet in G7:
[103] foundation,ran [103] ayamiyagotchi,ethereum [103] talks,ayamiyagotchi [103] ethereum,foundation [103] #impactstories,talks [102] ran,#bl [102] empodera_org,#impactstories [4] enseñar,programar [4] #áfrica,_jojoboateng [4] millones,personas Top Word Pairs in Tweet in G8:
[12] forget,adopt [12] organizations,forget [12] ethical,tech [12] mindset,need [12] adopt,ethical [12] evolving,world [12] ethically,driven [12] tech,mindset [12] need,ethically [12] world,organizations Top Word Pairs in Tweet in G9:
[56] composée,étudiants [56] #seveng,composée [51] 2ème,prix [51] l'équipe,#seveng [50] remporté,2ème [39] félicitations,l'équipe [39] l'#aglérie,remporté [39] venant,l'#aglérie [39] étudiants,venant [38] toutes,félicitations Top Word Pairs in Tweet in G10:
[22] kcdf,under [20] technology,program [20] under,technology [18] nonprofits,free [18] hosting,nonprofits [18] free,person [18] happening,kcdf [18] currently,hosting [10] program,techsoup [10] tech4good,south Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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: