The graph represents a network of 15,095 Twitter users whose recent tweets contained ""newt gingrich"", 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 Sunday, 15 March 2020 at 07:53 UTC.
The tweets in the network were tweeted over the 6-hour, 16-minute period from Sunday, 15 March 2020 at 00:30 UTC to Sunday, 15 March 2020 at 06:46 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 : 15095
Unique Edges : 18559
Edges With Duplicates : 469
Total Edges : 19028
Number of Edge Types : 5
Retweet : 14170
MentionsInRetweet : 2417
Replies to : 795
Tweet : 980
Mentions : 666
Self-Loops : 991
Reciprocated Vertex Pair Ratio : 0.000392993487536492
Reciprocated Edge Ratio : 0.000785678208653684
Connected Components : 814
Single-Vertex Connected Components : 564
Maximum Vertices in a Connected Component : 13723
Maximum Edges in a Connected Component : 17717
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.949378
Graph Density : 7.82070428648242E-05
Modularity : 0.74489
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 15,095 Twitter users whose recent tweets contained ""newt gingrich"", 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 Sunday, 15 March 2020 at 07:53 UTC.
The tweets in the network were tweeted over the 6-hour, 16-minute period from Sunday, 15 March 2020 at 00:30 UTC to Sunday, 15 March 2020 at 06:46 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 : "newt gingrich"
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:
[16965] newt,gingrich [6976] gingrich,italy [6842] italy,amid [6828] coronavirus,crisis [6827] amid,coronavirus [6755] america,act [6750] crisis,america [4236] act,big [4235] act,act [2609] worst,case Top Word Pairs in Tweet in G1:
[2158] newt,gingrich [2000] gingrich,italy [1991] italy,amid [1991] amid,coronavirus [1991] coronavirus,crisis [1991] crisis,america [1991] america,act [1976] planning,worst [1976] worst,case [1976] case,pandemic Top Word Pairs in Tweet in G2:
[1921] newt,gingrich [1826] gingrich,italy [1822] italy,amid [1822] amid,coronavirus [1822] coronavirus,crisis [1822] crisis,america [1822] america,act [1749] act,act [1749] act,big [1736] worth,reading Top Word Pairs in Tweet in G3:
[1632] newt,gingrich [1479] federal,government [1475] easier,someone [1475] someone,named [1475] named,newt [1475] gingrich,hadn't [1475] hadn't,led [1475] led,entire [1475] entire,party [1475] party,becoming Top Word Pairs in Tweet in G4:
[2171] newt,gingrich [448] surprise,surprise [316] gingrich,italy [263] took,global [263] global,pandemic [263] good,thing [260] pandemic,newt [260] gingrich,realize [260] realize,reluctantly [260] reluctantly,functioning Top Word Pairs in Tweet in G5:
[1141] newt,gingrich [910] those,side [910] side,aisle [910] aisle,viewers [910] viewers,seanhannity [910] seanhannity,think [910] think,overrreacting [910] overrreacting,#covidー19 [910] #covidー19,pandemic [910] pandemic,maybe Top Word Pairs in Tweet in G6:
[957] newt,gingrich [798] directly,affect [793] alt,headline [793] headline,care [793] care,things [793] things,directly [793] affect,right [793] right,don [793] don,care [793] care,poverty Top Word Pairs in Tweet in G7:
[958] newt,gingrich [787] really,didn [787] didn,anticipate [787] anticipate,plot [787] plot,twist [787] twist,newt [787] gingrich,pops [787] pops,late [787] late,stage [787] stage,apocalyptic Top Word Pairs in Tweet in G8:
[965] newt,gingrich [759] coronavirus,lockdown [656] gingrich,stuck [654] stuck,italy [652] donald,trump's [652] trump's,day [652] day,far [652] far,claims [652] claims,tested [652] tested,negative Top Word Pairs in Tweet in G9:
[843] newt,gingrich [653] gingrich,italy [651] italy,amid [651] amid,coronavirus [651] coronavirus,crisis [651] crisis,america [651] america,act [623] act,act [623] act,big [593] big,still Top Word Pairs in Tweet in G10:
[894] newt,gingrich [574] voice,reason [573] gingrich,being [573] being,voice [572] reason,100 [572] 100,sign [572] sign,apocalypse [77] gingrich,italy [75] italy,amid [75] amid,coronavirus 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: