The graph represents a network of 171 Twitter users whose recent tweets contained "DemocracyFund", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 27 January 2022 at 18:30 UTC.
The tweets in the network were tweeted over the 7-day, 2-hour, 57-minute period from Wednesday, 19 January 2022 at 15:30 UTC to Wednesday, 26 January 2022 at 18:28 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 : 171
Unique Edges : 403
Edges With Duplicates : 69
Total Edges : 472
Number of Edge Types : 5
Retweet : 67
Tweet : 8
MentionsInRetweet : 200
Mentions : 176
Replies to : 21
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0388349514563107
Reciprocated Edge Ratio : 0.0747663551401869
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 153
Maximum Edges in a Connected Component : 455
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.992718
Graph Density : 0.0147230822153423
Modularity : 0.67676
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 171 Twitter users whose recent tweets contained "DemocracyFund", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 27 January 2022 at 18:30 UTC.
The tweets in the network were tweeted over the 7-day, 2-hour, 57-minute period from Wednesday, 19 January 2022 at 15:30 UTC to Wednesday, 26 January 2022 at 18:28 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 : TwitterSearch
Graph Term : DemocracyFund
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:
[28] local,election [18] ecosystem,builders [16] election,admins [15] local,news [14] language,access [14] modernizecmte,caohouse [14] caohouse,democracyfund [12] many,reasons [12] reasons,runforsomething [12] runforsomething,investing Top Word Pairs in Tweet in G1:
[18] ecosystem,builders [14] local,news [7] canopy,atlanta [7] atlanta,one [7] one,23 [7] 23,different [7] different,ecosystem [7] builders,identified [7] identified,democracyfund [7] democracyfund,working Top Word Pairs in Tweet in G2:
[8] fordfoundation,schmidtfutures [8] schmidtfutures,democracyfund [8] democracyfund,knightfdn [8] knightfdn,hewlett_found [6] awesome,case [6] case,study [6] study,philanthropy [6] philanthropy,catalyze [6] catalyze,government [6] government,build Top Word Pairs in Tweet in G3:
[3] benwessel,gabriellackelly [3] gabriellackelly,briannalennon [3] briannalennon,aztammyp [3] aztammyp,highturnout [3] highturnout,amandalitman [3] amandalitman,tianaej [3] tianaej,democracyfund [3] democracyfund,ksfenzel [3] ksfenzel,mattsinger7 [2] mattsinger7,many Top Word Pairs in Tweet in G4:
[4] apaics,bpc_bipartisan [4] bpc_bipartisan,demandprogress [4] demandprogress,democracyfund [4] democracyfund,bwcadc [4] bwcadc,c2c_dc [4] publicservice,cbcfinc [4] cbcfinc,congressfdn [4] congressfdn,rsi [4] rsi,popvox [4] popvox,popvoxfdn Top Word Pairs in Tweet in G5:
[28] local,election [16] election,admins [12] many,reasons [12] reasons,runforsomething [12] runforsomething,investing [12] investing,big [12] big,local [12] election,administrator [12] administrator,candidate [12] candidate,recruitment Top Word Pairs in Tweet in G6:
[14] modernizecmte,caohouse [14] caohouse,democracyfund [11] digital,service [11] service,congress [11] congress,institution [11] institution,few [11] few,decades [11] decades,past [11] past,hot [11] hot,lead Top Word Pairs in Tweet in G7:
[14] language,access [9] votingislocal,pennfels [9] phillymayor,deeleyforphilly [9] deeleyforphilly,cmthomasphl [9] cmthomasphl,democracyfund [9] democracyfund,pastatedept [5] citizens,language [5] access,votingislocal [5] pennfels,virtual [5] virtual,panel Top Word Pairs in Tweet in G8:
[2] collectively,cmp [2] cmp,funders [2] funders,pledged [2] pledged,35 [2] 35,million [2] million,over [2] over,next [2] next,three [2] three,years [2] years,2022 Top Word Pairs in Tweet in G10:
[4] omidyar,spendg [4] spendg,350 [4] 350,million [4] million,indian [4] indian,elections [4] elections,2024 [4] 2024,democracy [4] democracy,fund [4] fund,funded [4] funded,pierre Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: