The graph represents a network of 17,979 Twitter users whose recent tweets contained "Impeach", 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 Thursday, 19 December 2019 at 04:46 UTC.
The tweets in the network were tweeted over the 11-minute period from Thursday, 19 December 2019 at 02:50 UTC to Thursday, 19 December 2019 at 03:01 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 : 17979
Unique Edges : 24364
Edges With Duplicates : 1446
Total Edges : 25810
Self-Loops : 2277
Reciprocated Vertex Pair Ratio : 0.001573082805331
Reciprocated Edge Ratio : 0.00314122420487762
Connected Components : 2111
Single-Vertex Connected Components : 927
Maximum Vertices in a Connected Component : 13438
Maximum Edges in a Connected Component : 21508
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.034887
Graph Density : 7.09131296310758E-05
Modularity : 0.75457
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 17,979 Twitter users whose recent tweets contained "Impeach", 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 Thursday, 19 December 2019 at 04:46 UTC.
The tweets in the network were tweeted over the 11-minute period from Thursday, 19 December 2019 at 02:50 UTC to Thursday, 19 December 2019 at 03:01 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 : Impeach
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:
[4740] voted,impeach [4613] impeach,president [2778] donald,trump [2687] impeach,trump [2309] house,voted [2307] obstruction,congress [2116] abuse,power [1967] president,trump [1741] president,donald [1607] u,s Top Word Pairs in Tweet in G1:
[1447] impeach,president [674] voted,impeach [595] president,realdonaldtrump [587] couldn,t [445] allowed,impeach [445] president,gross [445] gross,incompetence [433] impeach,realdonaldtrump [426] duly,elected [393] impeach,duly Top Word Pairs in Tweet in G2:
[797] hold,accountable [654] impeach,trump [624] voted,impeach [584] house,voted [571] put,constitution [571] constitution,above [571] above,politics [570] trump,commend [570] commend,speaker [570] speaker,pelosi Top Word Pairs in Tweet in G3:
[178] impeach,trump [111] impeach,president [92] voted,impeach [66] votes,impeach [62] donald,trump [59] don,t [50] house,votes [49] vote,impeach [45] abuse,power [45] president,trump Top Word Pairs in Tweet in G4:
[1489] obstruction,congress [790] voted,impeach [781] abuse,power [765] donald,trump [759] u,s [758] impeach,president [757] house,representatives [755] s,house [755] representatives,voted [753] president,donald Top Word Pairs in Tweet in G5:
[358] voted,impeach [238] impeach,realdonaldtrump [231] single,republican [231] republican,voted [231] impeach,trump [186] democrats,voted [146] voting,impeach [141] record,show [141] show,single [141] realdonaldtrump,one Top Word Pairs in Tweet in G6:
[176] president,trump [153] impeach,donald [145] vote,impeach [143] donald,trump [126] president,realdonaldtrump [124] impeach,president [118] voted,impeach [116] trump,more [115] contrary,speakerpelosi [115] speakerpelosi,today Top Word Pairs in Tweet in G7:
[624] marios,wife [624] wife,introducing [624] introducing,trump [624] trump,herself [624] herself,impeach [2] voted,impeach [2] impeach,president [2] obstruction,congress [2] impeach,piss [2] piss,balls Top Word Pairs in Tweet in G8:
[449] hate,trump [449] more,love [449] love,america [423] house,voted [415] much,more [414] breaking,democrat [414] democrat,house [414] voted,officially [414] officially,impeach [414] impeach,successful Top Word Pairs in Tweet in G9:
[377] impeach,potus [353] duly,elected [336] first,day [336] wanted,impeach [333] seen,sham [333] sham,hearings [333] hearings,selected [333] selected,witnesses [333] witnesses,dems [333] dems,contorted Top Word Pairs in Tweet in G10:
[224] impeach,president [202] president,trump [154] don,t [143] impeach,realdonaldtrump [131] trying,impeach [130] without,alleging [130] alleging,single [129] joke,democrats [129] democrats,impeach [129] president,without 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 G6:
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 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: