The graph represents a network of 2,797 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, 08 December 2022 at 23:53 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, 23-hour, 33-minute period from Thursday, 24 November 2022 at 01:27 UTC to Thursday, 08 December 2022 at 01:00 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 : 2797
Unique Edges : 2588
Edges With Duplicates : 5235
Total Edges : 7823
Number of Edge Types : 5
Retweet : 1988
MentionsInRetweet : 2995
Mentions : 1776
Replies to : 318
Tweet : 746
Self-Loops : 769
Reciprocated Vertex Pair Ratio : 0.0399129172714078
Reciprocated Edge Ratio : 0.0767620376831821
Connected Components : 370
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 2031
Maximum Edges in a Connected Component : 6755
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.86329
Graph Density : 0.000549715283542606
Modularity : 0.45764
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,797 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, 08 December 2022 at 23:53 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, 23-hour, 33-minute period from Thursday, 24 November 2022 at 01:27 UTC to Thursday, 08 December 2022 at 01:00 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:
[226] told,kqed [225] cost,housing [224] relations,director [224] uc,labor [224] uc's,control [224] housing,outside [224] kqed,cost [224] labor,relations [224] mistaken,being [224] director,told Top Word Pairs in Tweet in G1:
[75] bay,area [45] air,speaking [43] beautiful,thing [41] san,francisco [39] one,beautiful [29] kqedforum,air [21] kqedarts,editor [21] thing,2022 [20] editor,gmeline [19] write,one Top Word Pairs in Tweet in G2:
[222] cost,housing [222] uc's,control [222] told,kqed [222] uc,labor [222] housing,outside [222] control,mistaken [222] outside,uc's [222] director,told [222] labor,relations [222] mistaken,being Top Word Pairs in Tweet in G3:
[53] mindshiftkqed,students [42] help,students [32] teachers,use [31] students,develop [30] strength,observation [30] spot,process [30] stands,strength [30] use,spot [30] develop,strengths [30] process,help Top Word Pairs in Tweet in G4:
[13] bay,area [11] college,students [10] help,students [10] based,approach [10] see,more [9] dear,math [9] approach,help [9] growth,mindset [8] ways,12 [8] students,realize Top Word Pairs in Tweet in G5:
[92] san,francisco [78] swords,plowshares [78] nonprofit,swords [78] longer,sending [78] emailed,san [78] twitter,emailed [78] 10,000 [78] plowshares,tell [78] tell,longer [78] francisco,based Top Word Pairs in Tweet in G6:
[129] calif,hale [129] founded,bart [129] co,founded [129] center,independent [129] independent,living [129] zukas,center [129] member,co [129] bart,accessibility [129] living,founding [129] founding,member Top Word Pairs in Tweet in G7:
[43] tiny,desk [43] getting,donations [43] kqed,getting [43] bts,tiny [43] stans,makes [43] makes,heart [43] desk,kqed [43] npr,bts [43] donations,stans [42] chriscoxrox,npr Top Word Pairs in Tweet in G8:
[17] sfdbi,kqednews [17] tedrickg,sfdbi [11] media,kqed [11] kqed,honks [11] simping,local [11] kqednews,londonbreed [11] honks,simping [11] nothing,state [11] state,run [11] londonbreed,nothing Top Word Pairs in Tweet in G9:
[10] limited,english [9] low,wage [7] california,210 [7] many,immigrants [7] dangerous,low [7] severe,teacher [7] immigrants,limited [7] california,shut [7] shut,down [7] forced,dozens Top Word Pairs in Tweet in G10:
[17] davidfolkenflik,npr [17] theatlantic,outsidemagazine [17] time,yoga_journal [17] propublica,theatlantic [17] runnersworld,sailingworldmag [17] standupjournal,newyorker [17] nytimes,propublica [17] detroitnews,marinij [17] outsidemagazine,runnersworld [17] freep,detroitnews Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: