The graph represents a network of 9,340 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 October 2022 at 14:39 UTC.
The requested start date was Wednesday, 12 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 2-day, 5-hour, 26-minute period from Sunday, 09 October 2022 at 18:24 UTC to Tuesday, 11 October 2022 at 23:50 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 : 9340
Unique Edges : 6847
Edges With Duplicates : 9052
Total Edges : 15899
Number of Edge Types : 5
Retweet : 3553
MentionsInRetweet : 4910
Mentions : 3068
Replies to : 2671
Tweet : 1697
Self-Loops : 1776
Reciprocated Vertex Pair Ratio : 0.0207006369426752
Reciprocated Edge Ratio : 0.0405616224648986
Connected Components : 1900
Single-Vertex Connected Components : 620
Maximum Vertices in a Connected Component : 2264
Maximum Edges in a Connected Component : 5357
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.117548
Graph Density : 0.000110230565886924
Modularity : 0.618294
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 9,340 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 October 2022 at 14:39 UTC.
The requested start date was Wednesday, 12 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 2-day, 5-hour, 26-minute period from Sunday, 09 October 2022 at 18:24 UTC to Tuesday, 11 October 2022 at 23:50 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 : Koch
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:
[472] koch,industries [367] koch,bros [319] koch,brothers [298] phil,koch [215] koch,basili [202] joesantarlasci,marshablackburn [198] charles,koch [189] saudi,arabia [182] buy,largest [182] refinery,koch Top Word Pairs in Tweet in G1:
[94] koch,industries [84] industries,amazing [83] amazing,business [34] robert,koch [26] gt,gt [21] charles,koch [21] koch,brothers [19] koch,institut [18] gt,lt [18] crystal,palace Top Word Pairs in Tweet in G2:
[55] koch,brothers [47] koch,industries [33] tentoads4truth,koch [27] koch,funded [22] american,crystal [22] sugar,530 [22] home,depot [22] depot,525 [22] industries,626 [22] 525,000 Top Word Pairs in Tweet in G3:
[38] charles,koch [22] peter,thiel [20] koch,brothers [19] koch,rebekah [19] culture,war [19] rupert,murdoch [19] murdoch,charles [19] bitter,culture [19] billionaires,bankrolling [19] mercer,peter Top Word Pairs in Tweet in G4:
[296] phil,koch [167] first,day [167] fall,phil [167] day,fall [166] leticia35170144,first [129] snow,flowers [129] horizons,phil [129] flowers,horizons [128] nerissaemy_520,snow [4] widely,recognized Top Word Pairs in Tweet in G5:
[200] koch,bros [197] joesantarlasci,marshablackburn [176] refinery,koch [176] buy,largest [176] allow,saudi [176] arabia,buy [176] saudi,arabia [176] marshablackburn,allow [176] largest,refinery [176] bros,wanted Top Word Pairs in Tweet in G6:
[162] koch,industries [117] employee,koch [117] gop,employee [117] count,manchin [117] democrat,sen_joemanchin [117] manchin,gop [117] industries,moonlighting [117] moonlighting,democrat [117] already,count [116] caslernoel,already Top Word Pairs in Tweet in G7:
[33] koch,brothers [26] citizens,united [25] peter,theil [24] emptywheel,citizens [23] politics,koch [23] devincow,emptywheel [23] corrupt,politics [23] anybody,corrupt [23] essentially,anybody [23] lets,essentially Top Word Pairs in Tweet in G8:
[7] heckler,koch [6] mastrackzi,carlomasala1 [6] carlomasala1,fritzfelgentreu [5] blaupausen,zumtesthier [5] glaube,mittlerweile [5] semjonrens,guidobrinkel [5] krebshilfe_bonn,van_koch [5] van_koch,josefheynckes [5] die,die [5] deutschen,aktien Top Word Pairs in Tweet in G9:
[14] statsbylopez,minakimes [14] minakimes,nextgenstats [12] koch_colton,theoashnfl [10] koch_colton,statsbylopez [7] koch_colton,brettkollmann [7] koch_colton,minakimes [6] funkyctmonkey,cespedesbbq [5] koch_colton,cjzero [4] koch_colton,bengalyoutube [4] koch_colton,joegoodberry Top Word Pairs in Tweet in G10:
[36] koch,industries [27] seditionist,members [27] given,79 [27] members,congress [27] coffers,90 [27] 90,seditionist [27] congress,ups [27] 79,koch [27] martin,lined [27] lined,campaign 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 G5:
Top Replied-To in G6:
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: