The graph represents a network of 4,332 Twitter users whose recent tweets contained "KQED", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 23:51 UTC.
The tweets in the network were tweeted over the 5050-day, 14-hour, 42-minute period from Sunday, 01 March 2009 at 20:02 UTC to Thursday, 29 December 2022 at 10:45 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4332
Unique Edges : 1976
Edges With Duplicates : 9059
Total Edges : 11035
Number of Edge Types : 9
Retweet : 3483
MentionsInRetweet : 4243
Replies to : 323
MentionsInReplyTo : 902
Mentions : 906
Tweet : 963
MentionsInQuote : 161
Quote : 48
MentionsInQuoteReply : 6
Self-Loops : 1188
Reciprocated Vertex Pair Ratio : 0.0268924302788845
Reciprocated Edge Ratio : 0.052376333656644
Connected Components : 476
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 3459
Maximum Edges in a Connected Component : 9495
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.754041
Graph Density : 0.000274759070140687
Modularity : 0.428114
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,332 Twitter users whose recent tweets contained "KQED", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 23:51 UTC.
The tweets in the network were tweeted over the 5050-day, 14-hour, 42-minute period from Sunday, 01 March 2009 at 20:02 UTC to Thursday, 29 December 2022 at 10:45 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1518] mental,health [1483] childhood,independence [1409] lack,childhood [1407] health,crisis [1406] independence,plays [1406] plays,role [1406] role,mental [1405] ask,lack [1405] researchers,beginning [1405] beginning,ask Top Word Pairs in Tweet in G1:
[1398] mental,health [1392] childhood,independence [1387] lack,childhood [1385] plays,role [1385] role,mental [1385] health,crisis [1385] independence,plays [1384] researchers,beginning [1384] beginning,ask [1384] ask,lack Top Word Pairs in Tweet in G2:
[88] bay,area [53] air,speaking [46] san,francisco [40] come,work [40] digital,editor [40] more,free [40] work,digital [40] kqednews,kqedscience [40] kqedforum,air [40] alert,kqednews Top Word Pairs in Tweet in G3:
[58] mental,health [42] childhood,independence [41] independence,answer [41] more,childhood [41] young,adults [41] adults,struggling [40] struggling,mental [39] health,more [25] add,highlights [24] see,more Top Word Pairs in Tweet in G4:
[34] mindshiftkqed,teachers [21] mindshiftkqed,one [19] personalized,learning [19] academic,content [17] decades,concept [17] building,separate [17] edtech,decades [17] teacher,likes [17] innate,drive [17] know,teacher Top Word Pairs in Tweet in G5:
[15] support,ss [13] sfgov,sfbos [13] londonbreed,sfgov [13] deanpreston,hillaryronen [13] sfbos,ahsha_safai [12] ahsha_safai,deanpreston [11] kqed,kqednews [10] workshops,back [10] london,breed [10] ss,identify Top Word Pairs in Tweet in G6:
[198] measures,strategy [198] force,politics [198] win,force [198] kremlin,active [198] strategy,seeks [198] active,measures [198] politics,politics [198] break,unions [198] unions,win [198] seeks,break Top Word Pairs in Tweet in G7:
[128] years,nothing [128] entire,48 [128] certain,build [128] 48,years [128] ve,known [128] nothing,certain [128] bones,during [128] during,entire [128] year,ve [128] known,bones Top Word Pairs in Tweet in G8:
[100] life,caregivers' [99] acknowledges,interdependence [99] hands,build [99] world,acknowledges [99] build,world [99] one,another [99] interdependence,one [99] caregivers',hands [98] hihemployers,life [50] hours,care Top Word Pairs in Tweet in G9:
[160] behind,scenes [143] reparations,conversation [142] #pbs,#kqed [139] #kqed,#bahcmedia [139] pbs,behind [139] conversation,part [139] part,kqed [139] kqed,pbs [139] #reparations,#pbs [139] scenes,#reparations Top Word Pairs in Tweet in G10:
[7] flotus,kqed [7] jrosenworcelfcc,flotus [3] take,care [3] need,reach [3] many,times [3] fcc,many [3] wake,take [3] times,need [3] senfeinstein,coveredca [2] xhashs7mjeucmco,daja088 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 G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: