The graph represents a network of 1,242 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, 06 November 2021 at 18:25 UTC.
The requested start date was Saturday, 06 November 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, 19-hour, 48-minute period from Saturday, 23 October 2021 at 04:08 UTC to Friday, 05 November 2021 at 23:57 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 : 1242
Unique Edges : 1255
Edges With Duplicates : 2727
Total Edges : 3982
Number of Edge Types : 5
Retweet : 744
MentionsInRetweet : 1885
Mentions : 1109
Replies to : 24
Tweet : 220
Self-Loops : 256
Reciprocated Vertex Pair Ratio : 0.0449380165289256
Reciprocated Edge Ratio : 0.0860108749382106
Connected Components : 143
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 593
Maximum Edges in a Connected Component : 2710
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.748801
Graph Density : 0.00131250965080626
Modularity : 0.465822
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,242 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, 06 November 2021 at 18:25 UTC.
The requested start date was Saturday, 06 November 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, 19-hour, 48-minute period from Saturday, 23 October 2021 at 04:08 UTC to Friday, 05 November 2021 at 23:57 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:
[69] foldable,wheelchair [69] wheelchair,game [69] game,changer [69] changer,activating [69] activating,wheelchair [69] wheelchair,travelers [69] travelers,gigadgets_ [69] gigadgets_,#robotics [69] #robotics,#tech [68] ronald_vanloon,foldable Top Word Pairs in Tweet in G1:
[31] housingfirstuk,googleexpertuk [25] googleexpertuk,ecrnkath [25] ecrnkath,womenwholead2 [25] womenwholead2,davidahsleath [25] davidahsleath,mcrshield [25] mcrshield,mancrcstudents [25] mancrcstudents,streetsupportuk [25] streetsupportuk,gmcitizens [22] googleexpertuk,womenwholead2 [22] housingfirstire,googleexpertuk Top Word Pairs in Tweet in G2:
[56] artificial,intelligence [56] intelligence,diagnose [56] diagnose,dementia [56] dementia,day [56] day,bbcpallab [56] bbcpallab,bbcnews [56] bbcnews,#tech4good [56] #tech4good,cc [56] cc,enilev [56] enilev,nicochan33 Top Word Pairs in Tweet in G3:
[69] foldable,wheelchair [69] wheelchair,game [69] game,changer [69] changer,activating [69] activating,wheelchair [69] wheelchair,travelers [69] travelers,gigadgets_ [69] gigadgets_,#robotics [69] #robotics,#tech [68] ronald_vanloon,foldable Top Word Pairs in Tweet in G4:
[25] #trustintech,huaweiuk [22] huawei,#trustintech [20] huaweiuk,#tech4good [17] dhinchcliffe,marshacollier [17] marshacollier,akwyz [17] akwyz,wearablesexpert [17] wearablesexpert,imoyse [17] #seedsforthefuture,program [17] program,trains [17] trains,uni Top Word Pairs in Tweet in G5:
[5] #techsoup,oct [5] oct,26th [5] 26th,nodexl [5] nodexl,techsoup [5] techsoup,techsoupconnect [5] techsoupconnect,educatechmlg [5] educatechmlg,techsoup_spain [5] learn,build [5] build,nonprofit [5] nonprofit,website Top Word Pairs in Tweet in G6:
[3] ajackiehunter,ukri_news [3] ukri_news,thebhf [3] thebhf,britishacademy_ [3] britishacademy_,cr_uk [3] cr_uk,guildhe [3] guildhe,nihrresearch [3] nihrresearch,officestudents [3] officestudents,royalsociety [3] royalsociety,roysocchem [2] braincures,ajackiehunter Top Word Pairs in Tweet in G7:
[8] #ai,#machinelearning [7] using,#ai [7] #ai,provide [7] provide,world [7] world,drinking [7] drinking,water [7] water,#iot [7] #iot,#machinelearning [7] #machinelearning,#greentech [7] #greentech,#tech4good Top Word Pairs in Tweet in G8:
[4] data,journalists [4] don,build [4] build,guide [4] guide,ict4d [4] ict4d,practitioners [4] practitioners,write [4] write,#code [4] #tech4good,#techfornonprofits [3] _zenx_,don [3] microsoft,teams Top Word Pairs in Tweet in G9:
[9] #pwd,#disabilityinclusion [5] end,#blindness [5] #blindness,forever [5] forever,#eyehealth [5] #eyehealth,#inclusion [5] #inclusion,#pwd [5] #disabilityinclusion,#accessibility [5] #accessibility,#tech4good [5] #tech4good,#healthcare [4] #equalityact,undermine Top Word Pairs in Tweet in G10:
[8] aide,ex [8] #entrepreneuriat,bymaddyness [7] ex,dã [7] dã,tenus [7] gaming,age [7] age,person [7] person,cancer [7] cancer,community [7] community,sarah [7] sarah,45 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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: