The graph represents a network of 322 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, 22 December 2022 at 16:13 UTC.
The requested start date was Thursday, 22 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, 20-hour, 58-minute period from Thursday, 08 December 2022 at 01:01 UTC to Wednesday, 21 December 2022 at 22:00 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 : 322
Unique Edges : 244
Edges With Duplicates : 453
Total Edges : 697
Number of Edge Types : 5
Mentions : 179
Tweet : 135
Retweet : 166
MentionsInRetweet : 212
Replies to : 5
Self-Loops : 142
Reciprocated Vertex Pair Ratio : 0.0721003134796238
Reciprocated Edge Ratio : 0.134502923976608
Connected Components : 74
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 125
Maximum Edges in a Connected Component : 348
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.591649
Graph Density : 0.00330875950542753
Modularity : 0.46273
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 322 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, 22 December 2022 at 16:13 UTC.
The requested start date was Thursday, 22 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, 20-hour, 58-minute period from Thursday, 08 December 2022 at 01:01 UTC to Wednesday, 21 December 2022 at 22:00 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:
[44] ãƒ,ム[33] civic,tech [25] æ,æ [19] #govtech,#civictech [17] #civictech,#policing [17] #ctf,#ctf2022 [16] ªãƒ,ム[14] mostly,remote [14] bay,area [14] #dataviz,#civictech Top Word Pairs in Tweet in G1:
[13] civic,tech [5] partner,festival [5] cinema,middle [5] #civictech,grown [5] relevant,programs [5] festival,organized [5] looking,organizations [5] learn,mstem [5] open,air [5] learn,relevant Top Word Pairs in Tweet in G2:
[14] #dataviz,#civictech [14] last,100 [14] 100,bills [12] bills,#government [10] #government,#dataviz [5] looking,last [5] ãƒ,ム[4] down,last [4] breaking,down [3] civic,tech Top Word Pairs in Tweet in G3:
[12] career,fair [6] #digital,services [6] digital,service [6] services,team [5] joining,#digital [5] #jobs,still [5] team,#tech [5] #baltimore,#digitalservices [5] still,available [5] fair,joining Top Word Pairs in Tweet in G4:
[9] hacknight,#civictech [9] civictechto,hacknight [9] neville_park,speaking [7] speaking,#mastodonsocial [7] #mastodonsocial,civictechto [4] civic,hacknight [4] thought,provoking [4] talk,wonderful [4] wonderful,edsaperia [4] edsaperia,setting Top Word Pairs in Tweet in G5:
[10] gt,#civictech [10] gt,#govtech [10] #govtech,gt [10] #opengov,gt [10] #civictech,#goodgov [9] hoy,módulo [9] políticas,portales [9] revisamos,políticas [9] datos,abiertos [9] junto,redmatriz Top Word Pairs in Tweet in G6:
[13] roles,team [13] great,place [13] team,mostly [13] content,design [13] area,great [13] remote,bay [13] place,civic [13] mostly,remote [13] open,content [13] design,roles Top Word Pairs in Tweet in G7:
[25] æ,æ [19] ãƒ,ム[16] #ctf,#ctf2022 [13] #civictech,#civictechforum [9] ãƒ,マç [9] civic,tech [9] šå,ム[9] ctf2022ã,šå [8] #ctf2022,#ctf2022_2023 [8] ªãƒ,ムTop Word Pairs in Tweet in G8:
[6] forum,innovations [6] hill,themes [6] capitol,hill [6] democracy,innovations [6] legislatorsâ,forum [6] innovations,capitol [6] international,legislatorsâ [6] annual,international [6] themes,first [6] first,annual Top Word Pairs in Tweet in G10:
[17] #civictech,#policing [13] #oss,#civictech [4] #community,#civictech [3] open,source [3] use,open [3] public,safety [2] events,public [2] safety,#community [2] open,data [2] #opensource,software Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: