The graph represents a network of 745 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, 02 January 2021 at 19:51 UTC.
The requested start date was Saturday, 02 January 2021 at 01:01 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, 12-hour, 3-minute period from Saturday, 19 December 2020 at 02:15 UTC to Friday, 01 January 2021 at 14:18 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 : 745
Unique Edges : 667
Edges With Duplicates : 1083
Total Edges : 1750
Number of Edge Types : 5
Tweet : 163
Retweet : 424
MentionsInRetweet : 730
Mentions : 415
Replies to : 18
Self-Loops : 173
Reciprocated Vertex Pair Ratio : 0.0181268882175227
Reciprocated Edge Ratio : 0.0356083086053412
Connected Components : 101
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 389
Maximum Edges in a Connected Component : 1160
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.954565
Graph Density : 0.00182398787616367
Modularity : 0.546106
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 745 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, 02 January 2021 at 19:51 UTC.
The requested start date was Saturday, 02 January 2021 at 01:01 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, 12-hour, 3-minute period from Saturday, 19 December 2020 at 02:15 UTC to Friday, 01 January 2021 at 14:18 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:
[57] #athome,wef [57] wef,#digitaltransformation [57] #digitaltransformation,#healthcare [57] #healthcare,#tech4good [45] #tech4all,#tech4good [41] flashtweet,#flashtweetbestof2020 [40] #ai,#cancer [40] #cancer,test [40] test,take [40] take,#athome Top Word Pairs in Tweet in G1:
[41] flashtweet,#flashtweetbestof2020 [20] spécial,#goodnews2020 [20] #tech4good,#flashtweet [18] clôturer,beauté [18] beauté,cette [18] cette,drôle [18] drôle,d'année [18] d'année,#flashtweet [18] #flashtweet,livre [18] livre,#bestof Top Word Pairs in Tweet in G2:
[14] #nptech,#productivity [8] #ngos,#npos [8] #npos,#digitalngos [8] #digitalngos,#tech4good [8] #tech4good,#nptech [8] #productivity,#remotework [7] #notminiadults,podcast [7] podcast,available [7] available,stream [7] stream,spotify Top Word Pairs in Tweet in G3:
[56] #athome,wef [56] wef,#digitaltransformation [56] #digitaltransformation,#healthcare [56] #healthcare,#tech4good [40] #ai,#cancer [40] #cancer,test [40] test,take [40] take,#athome [40] #tech4good,#sdg's [39] import_jmr,#ai Top Word Pairs in Tweet in G4:
[36] #tech4all,#tech4good [29] #disabilityinclusion,#tech4all [25] #pwd,#disabilityinclusion [19] #accessibility,#pwd [19] #hollywood,#tech [19] #tech,look [19] look,boost [19] boost,#diversity [19] #diversity,#accessibility [19] #accessibility,finally Top Word Pairs in Tweet in G5:
[9] #tech4all,#tech4good [9] #tech4good,#nptech [9] read,article [8] norwegian,refugee [8] refugee,council [8] council,making [8] making,sure [8] sure,displaced [8] displaced,young [8] young,people Top Word Pairs in Tweet in G6:
[6] tienes,gran [6] gran,#startup [6] #startup,ven [6] ven,#gohub [6] #gohub,invertimos [6] invertimos,tecnologías [6] tecnologías,anticiparnos [6] anticiparnos,grandes [6] grandes,problemas [6] problemas,monitorización Top Word Pairs in Tweet in G7:
[19] msftnonprofits,learn [16] brought,msftnonprofits [11] learn,#nonprofit [10] #tech4good,#socialimpact [8] #nonprofit,download [7] #nonprofit,team [6] #tech4good,#digitaltransformation [6] technology,helping [6] helping,hampering [6] hampering,#nonprofit Top Word Pairs in Tweet in G8:
[20] accelerator,programme [18] digital,innovation [18] innovation,accelerator [18] programme,meet [18] meet,winners [16] #unitednations,#sustainabledevelopment [16] #sustainabledevelopment,goal [11] innovation_fcty,digital [10] goal,focused [9] #sdgs,#globalgoals Top Word Pairs in Tweet in G9:
[2] #tech4good,#ai [2] #ai,#intelligenceartificielle [2] #intelligenceartificielle,cette [2] cette,intelligence [2] intelligence,artificielle [2] artificielle,peut [2] peut,détecter [2] détecter,séismes [2] séismes,précision [2] précision,inégalée Top Word Pairs in Tweet in G10:
[15] machine,learning [14] know,#health4theworld [12] charityh4tw,know [10] #health4theworld,chat [10] chat,bot [10] bot,designed [10] designed,using [10] using,machine [10] learning,provide [10] provide,hope Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G9:
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: