The graph represents a network of 14,347 Twitter users whose recent tweets contained "Christianity Today", 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 Friday, 20 December 2019 at 19:09 UTC.
The tweets in the network were tweeted over the 46-minute period from Friday, 20 December 2019 at 17:22 UTC to Friday, 20 December 2019 at 18:08 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 : 14347
Unique Edges : 21818
Edges With Duplicates : 2377
Total Edges : 24195
Self-Loops : 1694
Reciprocated Vertex Pair Ratio : 0.0011243851018974
Reciprocated Edge Ratio : 0.00224624455987646
Connected Components : 1000
Single-Vertex Connected Components : 682
Maximum Vertices in a Connected Component : 12860
Maximum Edges in a Connected Component : 22676
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.432589
Graph Density : 0.00010382268932861
Modularity : 0.693967
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 14,347 Twitter users whose recent tweets contained "Christianity Today", 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 Friday, 20 December 2019 at 19:09 UTC.
The tweets in the network were tweeted over the 46-minute period from Friday, 20 December 2019 at 17:22 UTC to Friday, 20 December 2019 at 18:08 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 : Christianity Today
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[17237] christianity,today [3309] billy,graham [2834] far,left [2084] trump's,removal [1639] founded,billy [1529] removed,office [1509] president,trump [1303] today,founded [1290] third,wife [1269] called,trump's Top Word Pairs in Tweet in G1:
[2352] christianity,today [496] mark,galli [387] trump,removed [385] removed,office [360] founded,christianity [358] billy,graham [357] today,agree [354] editor,chief [341] donald,trump [326] today,s Top Word Pairs in Tweet in G2:
[2923] christianity,today [468] far,left [400] billy,graham [352] morally,lost [344] perfect,example [341] near,perfect [341] example,human [341] human,being [341] being,morally [339] twitter,feed Top Word Pairs in Tweet in G3:
[1872] christianity,today [724] far,left [695] billy,graham [658] left,magazine [635] today,knows [634] knows,nothing [611] hasn,t [601] magazine,very [601] very,progressive [595] phone,call Top Word Pairs in Tweet in G4:
[1059] christianity,today [956] trump's,removal [955] billy,graham [950] founded,billy [949] far,left [948] today,founded [944] graham,prominent [944] prominent,evangelical [944] evangelical,figure [939] figure,modern Top Word Pairs in Tweet in G5:
[887] christianity,today [765] war,vets [761] go,war [761] vets,go [761] go,fbi [761] fbi,go [761] go,deceased [761] deceased,loved [761] loved,ones [761] ones,go Top Word Pairs in Tweet in G6:
[879] christianity,today [624] president,paid [624] paid,hush [624] hush,money [624] money,porn [624] porn,star [624] star,over [624] over,affair [624] affair,third [624] third,wife Top Word Pairs in Tweet in G7:
[541] christianity,today [82] evangelical,magazine [81] trump's,removal [69] removal,office [67] trump,s [64] removed,office [64] calls,trump's [61] trump,removed [56] magazine,christianity [55] today,calls Top Word Pairs in Tweet in G8:
[772] christianity,today [598] president,trump [562] trump,done [562] done,more [561] more,christians [561] christians,christianity [561] today,done [72] mark,galli [64] billy,graham [44] franklin,graham Top Word Pairs in Tweet in G9:
[762] christianity,today [175] president,s [155] billy,graham [146] evangelical,magazine [141] removed,office [131] founded,billy [129] magazine,founded [126] morally,lost [125] near,perfect [125] perfect,example Top Word Pairs in Tweet in G10:
[582] christianity,today [141] removed,office [138] trump,removed [124] president,trump [116] trump,s [100] billy,graham [93] s,rage [93] rage,christianity [93] today,gives [93] gives,away 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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