The graph represents a network of 639 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, 27 August 2020 at 15:38 UTC.
The requested start date was Thursday, 27 August 2020 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 9-day, 8-hour, 13-minute period from Thursday, 13 August 2020 at 00:30 UTC to Saturday, 22 August 2020 at 08:43 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 : 639
Unique Edges : 471
Edges With Duplicates : 1136
Total Edges : 1607
Number of Edge Types : 5
Tweet : 214
Mentions : 257
Retweet : 462
MentionsInRetweet : 657
Replies to : 17
Self-Loops : 220
Reciprocated Vertex Pair Ratio : 0.0623376623376623
Reciprocated Edge Ratio : 0.117359413202934
Connected Components : 90
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 182
Maximum Edges in a Connected Component : 500
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.477285
Graph Density : 0.0020064658238529
Modularity : 0.478921
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 639 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, 27 August 2020 at 15:38 UTC.
The requested start date was Thursday, 27 August 2020 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 9-day, 8-hour, 13-minute period from Thursday, 13 August 2020 at 00:30 UTC to Saturday, 22 August 2020 at 08:43 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:
[56] #govtech,#cybersecurity [56] #cybersecurity,#stateandlocal [55] #stateandlocal,#security [50] civic,tech [47] #security,#civictech [45] #civictech,#ai [42] #ai,#fintech [40] #fintech,#navdeepsbains [40] #navdeepsbains,#justintrudeau [40] #justintrudeau,#canadianpm Top Word Pairs in Tweet in G1:
[12] civic,tech [9] democratic,processes [9] processes,come [9] come,under [9] under,fire [9] fire,super [9] super,grateful [9] grateful,opportunity [9] opportunity,work [9] work,usdresponse Top Word Pairs in Tweet in G2:
[18] democratic,#taiwan [18] #taiwan,combat [18] combat,#coronavirus [18] #coronavirus,soap [18] soap,hand [18] hand,sanitizer [18] sanitizer,#civictech [18] #civictech,plenty [18] plenty,trust [18] trust,amplified Top Word Pairs in Tweet in G3:
[25] women's,voices [23] civictechafrica,#tech [22] #tech,used [22] used,amplify [22] amplify,women's [22] voices,join [22] join,conversation [22] conversation,27th [22] 27th,joined [22] joined,women Top Word Pairs in Tweet in G4:
[30] #cccu22,#civictech [14] civictech,challenge [14] challenge,cup [9] cup,22 [8] 今日の夜,こちらのイベント [8] こちらのイベント,civictech [8] 22,に出ます [8] に出ます,ぜひぜひお越しください [8] ぜひぜひお越しください,#cccu22 [7] kunihirotanaka,今日の夜 Top Word Pairs in Tweet in G5:
[21] #bigdata,#datascience [19] power,analytics [19] analytics,visualization [19] visualization,city [19] city,governments [19] governments,#bigdata [19] #datascience,#ai [18] kirkdborne,power [18] #ai,#ma [8] see,boozallen Top Word Pairs in Tweet in G6:
[10] last,100 [10] 100,bills [10] #dataviz,#civictech [9] initiatieven,uitgelicht [9] #civictech,#govtech [6] bills,#government [5] #government,#dataviz [5] #collectie,corona [5] corona,initiatieven [4] civic,tech Top Word Pairs in Tweet in G7:
[17] health,sickle [17] sickle,cell [17] cell,disease [16] save,date [14] collaborative,solutions [14] solutions,#sicklecelldisease [13] #sicklecelldisease,save [12] interested,collaborative [12] date,september [12] september,health Top Word Pairs in Tweet in G8:
[11] people,living [10] living,disabilities [10] disabilities,given [10] given,priority [10] priority,societies [10] societies,gbenga [10] gbenga,ogundare [10] ogundare,media [10] media,fellow [10] fellow,special Top Word Pairs in Tweet in G9:
[5] #civictech,#govtech [5] book,#civictech [4] hello,ve [4] ve,written [4] written,book [4] #civictech,practitioners [4] practitioners,publishing [4] publishing,paperback [4] paperback,book [4] book,fall Top Word Pairs in Tweet in G10:
[9] conoce,dr [9] dr,jesus [9] jesus,alvelo [9] alvelo,ministrociencia [9] ministrociencia,visitas [9] visitas,#puertorico [9] #puertorico,padre [9] padre,ayudar [8] code4puertorico,conoce [8] ayudar,dea 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 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: