The graph represents a network of 5,089 Twitter users whose tweets in the requested range contained "KQED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 October 2022 at 22:57 UTC.
The requested start date was Thursday, 13 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, 23-hour, 54-minute period from Thursday, 29 September 2022 at 00:06 UTC to Thursday, 13 October 2022 at 00:00 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 : 5089
Unique Edges : 4733
Edges With Duplicates : 10551
Total Edges : 15284
Number of Edge Types : 5
Tweet : 1068
Retweet : 4267
MentionsInRetweet : 6990
Mentions : 2467
Replies to : 492
Self-Loops : 1096
Reciprocated Vertex Pair Ratio : 0.0305047815034499
Reciprocated Edge Ratio : 0.059203571009045
Connected Components : 535
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 4001
Maximum Edges in a Connected Component : 13821
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.651291
Graph Density : 0.000328778250289501
Modularity : 0.445374
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 5,089 Twitter users whose tweets in the requested range contained "KQED", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 October 2022 at 22:57 UTC.
The requested start date was Thursday, 13 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, 23-hour, 54-minute period from Thursday, 29 September 2022 at 00:06 UTC to Thursday, 13 October 2022 at 00:00 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 : KQED
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:
[770] audio,essay [768] perspectives,series [768] kqed's,perspectives [767] essay,nonspeaking [767] series,commentary [767] commentary,voice [767] person,kqed's [767] first,audio [767] nonspeaking,person [685] sick,pay Top Word Pairs in Tweet in G1:
[750] audio,essay [748] kqed's,perspectives [748] perspectives,series [747] commentary,voice [747] nonspeaking,person [747] person,kqed's [747] first,audio [747] series,commentary [747] essay,nonspeaking [530] ðÿž,first Top Word Pairs in Tweet in G2:
[127] bay,area [64] made,kqedarts [64] big,one [64] ogpenn,team [64] give,big [64] one,ogpenn [64] team,highlighting [64] kqedarts,give [64] mama,made [63] iamsydneywelch,mama Top Word Pairs in Tweet in G3:
[616] sick,pay [555] dec,31 [503] covid,sick [503] set,expire [503] pay,policy [502] extended,dec [501] policy,extended [501] 31,set [501] 30,signed [501] expire,sept Top Word Pairs in Tweet in G4:
[22] see,more [14] mull,idea [14] freshman,students [14] kqed,see [14] colleges,mull [12] idea,'ungrading' [12] 'ungrading',freshman [11] san,francisco [10] alice,wong [10] top,story Top Word Pairs in Tweet in G5:
[44] students,become [38] preoccupied,grades [38] become,preoccupied [32] mindshiftkqed,students [31] actually,learning [30] mindshiftkqed,many [30] ungrading,advocates [30] advocates,students [28] learning,students [28] mindshiftkqed,ungrading Top Word Pairs in Tweet in G6:
[39] more,send [39] debate,one [39] gavinnewsom,agreed [39] agreed,briandahleca [39] read,more [39] one,gavinnewsom [39] briandahleca,read [39] mlagos,debate [39] send,questions [38] questions,hâ Top Word Pairs in Tweet in G7:
[38] level,we've [38] math,grade [38] grade,level [38] ask,negotiating [38] kids,read [38] negotiating,babies [38] we've,ask [38] read,math [37] lakishayoungceo,kids [27] parents,seat Top Word Pairs in Tweet in G8:
[8] 10,influential [8] latina,journalists [8] faridajhabvala,named [8] named,one [8] one,10 [5] kqed,faridajhabvala [5] correspondent,faridajhabvala [5] kqed,correspondent [5] influential,latina [5] soreathh,clarembaux Top Word Pairs in Tweet in G9:
[31] people,lived [31] east,bay [31] bay,forcibly [31] thousands,years [31] years,ohlone [31] land,known [31] known,east [31] ohlone,people [31] lived,land [30] crystalechohawk,thousands Top Word Pairs in Tweet in G10:
[15] high,school [11] create,community [11] stem,created [11] podcast,amplify [11] created,podcast [11] wanted,create [11] color,stem [11] senior,wanted [11] community,women [11] women,color Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: