The graph represents a network of 489 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 October 2022 at 15:13 UTC.
The requested start date was Thursday, 06 October 2022 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, 21-hour, 49-minute period from Thursday, 22 September 2022 at 00:36 UTC to Wednesday, 05 October 2022 at 22:25 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 : 489
Unique Edges : 337
Edges With Duplicates : 849
Total Edges : 1186
Number of Edge Types : 5
Tweet : 183
Retweet : 346
MentionsInRetweet : 484
Mentions : 166
Replies to : 7
Self-Loops : 188
Reciprocated Vertex Pair Ratio : 0.0513274336283186
Reciprocated Edge Ratio : 0.0976430976430976
Connected Components : 88
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 123
Maximum Edges in a Connected Component : 376
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.752949
Graph Density : 0.00248918837373026
Modularity : 0.48171
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 489 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 October 2022 at 15:13 UTC.
The requested start date was Thursday, 06 October 2022 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, 21-hour, 49-minute period from Thursday, 22 September 2022 at 00:36 UTC to Wednesday, 05 October 2022 at 22:25 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 : civictech
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:
[48] civic,tech [30] #civictech,#policing [23] projets,#civictech [20] #uracima,#civictech [20] #civictech,#urayasu [19] #govtech,#civictech [18] open,data [18] #civictech,développer [18] développer,l'afrique [18] l'afrique,lutter Top Word Pairs in Tweet in G1:
[11] come,work [11] work,looking [11] looking,add [11] add,collaborations [11] collaborations,coordinator [11] coordinator,team [11] team,worldwide [11] worldwide,#remote [11] #remote,available [10] codeforall,come Top Word Pairs in Tweet in G2:
[16] last,100 [16] 100,bills [16] #dataviz,#civictech [13] #govtech,#civictech [13] #governmentit,#localgov [12] bills,#government [12] #stateandlocal,#governmentit [12] #publicsector,#cio [12] #cio,#statelocalit [11] #civictech,#stateandlocal Top Word Pairs in Tweet in G3:
[19] projets,#civictech [18] #civictech,développer [18] développer,l'afrique [18] l'afrique,lutter [18] lutter,contre [18] contre,réchauffement [18] réchauffement,climatique [18] climatique,promouvoir [18] promouvoir,paix [17] cher,ami Top Word Pairs in Tweet in G4:
[11] connexions,citoyennes [10] programme,connexions [9] secteur,#civictech [8] mentor,formateur [8] formateur,cadre [8] cadre,programme [8] échanges,l'innovation [8] l'innovation,citoyenne [8] citoyenne,entrepreneuriale [8] entrepreneuriale,secteur Top Word Pairs in Tweet in G5:
[15] civic,tech [13] tech,field [13] field,guide [12] really,glad [12] glad,see [12] see,check [12] check,civic [12] guide,civictechguide [11] ntnsndr,really [7] #nyc,#civictech Top Word Pairs in Tweet in G6:
[14] solving,africa [14] africa,problems [14] problems,#civictech [14] #civictech,#opensource [14] #opensource,tools [14] tools,code4africa [14] code4africa,triciagov [14] triciagov,joins [14] joins,#ctif22 [14] #ctif22,conference Top Word Pairs in Tweet in G7:
[6] excited,#hbcuweek [6] #hbcuweek,conference [6] conference,career [6] career,fair [6] fair,afternoon [6] afternoon,stop [6] stop,usgsa [6] usgsa,booth [6] booth,between [5] usdigitalcorps,excited Top Word Pairs in Tweet in G8:
[30] #civictech,#policing [18] #oss,#civictech [12] #community,#civictech [6] #opensource,software [5] open,data [5] economic,impact [5] impact,#opensource [5] software,43 [5] 43,billion [5] billion,gdp Top Word Pairs in Tweet in G9:
[7] #civictech,favoriser [7] favoriser,participation [7] participation,citoyenne [5] c'est,#civictech [5] #civictech,quels [5] quels,acteurs [5] acteurs,agissent [5] agissent,ce [5] ce,domaine [5] domaine,favoriser Top Word Pairs in Tweet in G10:
[15] civic,design [15] design,2022 [15] 2022,nigh [15] nigh,upon [15] upon,nov [15] nov,16 [15] 16,18 [15] 18,virtual [15] virtual,offering [15] offering,unlimited Top Replied-To in Entire Graph:
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: