The graph represents a network of 458 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, 08 December 2022 at 16:13 UTC.
The requested start date was Thursday, 08 December 2022 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, 17-hour, 34-minute period from Thursday, 24 November 2022 at 05:16 UTC to Wednesday, 07 December 2022 at 22:50 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 : 458
Unique Edges : 334
Edges With Duplicates : 870
Total Edges : 1204
Number of Edge Types : 5
Tweet : 206
MentionsInRetweet : 413
Mentions : 282
Retweet : 292
Replies to : 11
Self-Loops : 212
Reciprocated Vertex Pair Ratio : 0.0898661567877629
Reciprocated Edge Ratio : 0.164912280701754
Connected Components : 69
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 118
Maximum Edges in a Connected Component : 396
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.357946
Graph Density : 0.00272328552454301
Modularity : 0.435137
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 458 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, 08 December 2022 at 16:13 UTC.
The requested start date was Thursday, 08 December 2022 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, 17-hour, 34-minute period from Thursday, 24 November 2022 at 05:16 UTC to Wednesday, 07 December 2022 at 22:50 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:
[62] civictech賞決勝,#ヒーローズリーグ [61] #ヒーローズリーグ,#civictechjp [46] civic,tech [27] #openknowledgenetwork,today [27] launching,#openknowledgenetwork [27] news,re [27] today,touch [27] touch,people [27] re,launching [27] big,news Top Word Pairs in Tweet in G1:
[25] civic,tech [16] coming,soon [14] tech,event [14] soon,civic [12] civic,technology [12] 30th,15 [12] 15,utc [8] celebrating,#internationalvolunteerday [8] #internationalvolunteerday,codeforamerica [8] volunteering,#civictech Top Word Pairs in Tweet in G2:
[10] reference,point [9] serpentineuk,#civictech [9] point,serpentineuk [5] _paulaberman,radxchange [5] radxchange,speaking [5] vivlanova,garyzhexizhang [5] eva33313,reference [5] garyzhexizhang,eva33313 [3] usepolis,reference [3] working,serpentineuk Top Word Pairs in Tweet in G3:
[27] launching,#openknowledgenetwork [27] today,touch [27] 25,countries [27] re,launching [27] touch,people [27] people,25 [27] news,re [27] big,news [27] #openknowledgenetwork,today [26] okfn,big Top Word Pairs in Tweet in G4:
[62] civictech賞決勝,#ヒーローズリーグ [61] #ヒーローズリーグ,#civictechjp [14] melody,shoes [12] 12,金 [11] ため開発し続けてきた電子靴,melody [11] に応募したら,ありがたい事にプレゼン機会を頂きました [11] heroesleague_ma,civictech賞決勝 [11] 19,30 [11] 歩けない息子や子供達の歩行リハビリを楽しくできる,ため開発し続けてきた電子靴 [11] #ヒーローズリーグ,に応募したら Top Word Pairs in Tweet in G5:
[8] technology,facilitated [8] based,violence [8] violence,sure [8] discussing,detail [8] facilitated,gender [8] detail,more [8] gender,based [8] sure,miss [8] more,technology [7] miss,under Top Word Pairs in Tweet in G6:
[15] #dataviz,#civictech [15] last,100 [15] 100,bills [13] #govtech,#civictech [11] bills,#government [10] #government,#dataviz [9] #civictech,#stateandlocal [8] #governmentit,#localgov [8] #stateandlocal,#governmentit [5] #enterprisesoftware,#publicsector Top Word Pairs in Tweet in G7:
[9] forum,innovations [9] hill,themes [9] capitol,hill [9] democracy,innovations [9] innovations,capitol [9] legislators,forum [9] international,legislators [9] annual,international [9] themes,first [9] first,annual Top Word Pairs in Tweet in G8:
[12] source,tools [12] open,source [10] region,learn [10] know,open [10] tools,region [10] learn,more [10] more,interesting [8] civic,tech [8] interesting,tool [8] civictechafrica,know Top Word Pairs in Tweet in G9:
[11] redmatriz,#gobiernoabierto [8] #gobiernoabierto,#govtech [8] director,académico [8] editadas,nuestro [8] nuestro,director [8] académico,redmatriz [8] publicaciones,editadas [8] recomendamos,publicaciones [7] #govtech,#gober [7] diplogobabierto,recomendamos Top Word Pairs in Tweet in G10:
[10] #ctf,#ctf2022 [9] #ctf2022,#ctf2022_2023 [8] #civictech,#civictechforum [7] #ctf2022_2023,#civictech [6] advent,calendar [6] govtech,advent [6] civictech,govtech [6] ctf2022,会場テーマ紹介 [5] 金沢,奈良 [5] 市民の意思を反映する選挙,そしてその選挙で選ばれた政治家の皆さんの活動など政治という分野は市民に直結する大事なものです Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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 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: