The graph represents a network of 1,935 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, 03 July 2021 at 18:26 UTC.
The requested start date was Saturday, 03 July 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 13-day, 14-hour, 33-minute period from Saturday, 19 June 2021 at 00:04 UTC to Friday, 02 July 2021 at 14:37 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 : 1935
Unique Edges : 2545
Edges With Duplicates : 4101
Total Edges : 6646
Number of Edge Types : 5
MentionsInRetweet : 3293
Mentions : 1668
Retweet : 1276
Tweet : 347
Replies to : 62
Self-Loops : 435
Reciprocated Vertex Pair Ratio : 0.0462585034013605
Reciprocated Edge Ratio : 0.0884265279583875
Connected Components : 172
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 1408
Maximum Edges in a Connected Component : 5687
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.996313
Graph Density : 0.00102744576181963
Modularity : 0.514384
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,935 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, 03 July 2021 at 18:26 UTC.
The requested start date was Saturday, 03 July 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 13-day, 14-hour, 33-minute period from Saturday, 19 June 2021 at 00:04 UTC to Friday, 02 July 2021 at 14:37 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:
[79] #sdgs,#tech4good [55] chrisawatson_,womenwholead2 [55] womenwholead2,themissnicolina [53] #pwd,#disabilityinclusion [52] #ai,#robotics [50] #tech4all,#tech4good [47] #iot,#tech4good [45] #3dprinting,#iot [45] #tech4good,deeplearn007 [43] #tech4good,#tech4all Top Word Pairs in Tweet in G1:
[52] #ai,#robotics [47] #iot,#tech4good [45] #3dprinting,#iot [45] #tech4good,deeplearn007 [40] bionic,hand [40] hand,demonstration [40] demonstration,life [40] life,changing [40] changing,#tech4good [40] #tech4good,cheddar Top Word Pairs in Tweet in G2:
[52] chrisawatson_,womenwholead2 [52] womenwholead2,themissnicolina [37] themissnicolina,debjshaw [29] housingfirstire,googleexpertuk [29] googleexpertuk,chrisawatson_ [27] thepeopleshubuk,housingfirstuk [25] housingfirstuk,housingfirstire [23] housingfirstire,chrisawatson_ [23] debjshaw,theremarkablz [18] lovefoodlifego,googleexpertuk Top Word Pairs in Tweet in G3:
[6] artificial,intelligence [5] ajackiehunter,ukri_news [5] ukri_news,thebhf [5] thebhf,britishacademy_ [5] britishacademy_,cr_uk [5] cr_uk,guildhe [5] guildhe,nihrresearch [5] nihrresearch,officestudents [5] officestudents,royalsociety [5] royalsociety,roysocchem Top Word Pairs in Tweet in G4:
[14] transactions,#tech4good [10] #tech4good,interview [9] techsoup,join [9] virtual,volunteering [7] #sdgs,#tech4good [7] theodora,lau [7] lau,bradley [7] bradley,leimer [7] #tech4good,thoughts [7] thoughts,inclusion Top Word Pairs in Tweet in G5:
[25] global,#networking [25] #networking,event [15] free,ticket [14] grab,free [13] karim,humam [13] ticket,spread [13] one,day [13] day,go [12] go,join [12] join,tomorrow Top Word Pairs in Tweet in G6:
[35] lakshmanvicky1,garuda_gia [35] garuda_gia,mygovindia [35] mygovindia,pulselabjakarta [35] pulselabjakarta,debjani_ghosh_ [35] debjani_ghosh_,unglobalpulse [35] unglobalpulse,dronenewsfeed [35] dronenewsfeed,journaldudrone [34] agnishwarj,lakshmanvicky1 [34] journaldudrone,dro [8] tiny,#drones Top Word Pairs in Tweet in G7:
[18] moment,#selfie [18] #selfie,sandybeky [18] sandybeky,marraines [18] marraines,sanddela [18] sanddela,dlgnoemie [18] dlgnoemie,stand [18] stand,bnpparibas [18] bnpparibas,quel [18] quel,bonheur [18] bonheur,bonheur Top Word Pairs in Tweet in G8:
[35] #technology,#sdgs [35] #sdgs,#tech4good [35] #tech4good,#4ir [34] #tech,right [34] right,wef [34] wef,#technology [34] #4ir,#covid19 [34] #covid19,#health [27] #health,#digitaltransf [23] international,aid Top Word Pairs in Tweet in G9:
[18] #pwd,#disabilityinclusion [16] #tech4all,#tech4good [14] #inclusion,#pwd [13] #tech4good,#tech4all [9] #pwd,#disabilityinlcusion [9] #inclusion,#accessibility [7] #disabilityinclusion,#accessibility [7] company,becomes [7] becomes,technology [7] technology,company Top Word Pairs in Tweet in G10:
[8] #pwd,#disabilityinclusion [6] welcome,choose [6] choose,disclose [6] disclose,disability [6] disability,trigger [6] trigger,training [6] training,staff [6] staff,keep [6] keep,undisclosed [5] #entrepreneurship,starting 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 G6:
Top Replied-To in G8:
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: