The graph represents a network of 13,269 Twitter users whose recent tweets contained "Melania", 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 Monday, 06 September 2021 at 01:54 UTC.
The tweets in the network were tweeted over the 6-hour, 18-minute period from Sunday, 05 September 2021 at 19:26 UTC to Monday, 06 September 2021 at 01:44 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 : 13269
Unique Edges : 18087
Edges With Duplicates : 1640
Total Edges : 19727
Number of Edge Types : 5
Mentions : 707
Retweet : 16199
MentionsInRetweet : 478
Replies to : 1383
Tweet : 960
Self-Loops : 1000
Reciprocated Vertex Pair Ratio : 0.00184223748115893
Reciprocated Edge Ratio : 0.00367769976596456
Connected Components : 637
Single-Vertex Connected Components : 441
Maximum Vertices in a Connected Component : 12273
Maximum Edges in a Connected Component : 18717
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.939711
Graph Density : 0.000101935159423386
Modularity : 0.661528
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 13,269 Twitter users whose recent tweets contained "Melania", 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 Monday, 06 September 2021 at 01:54 UTC.
The tweets in the network were tweeted over the 6-hour, 18-minute period from Sunday, 05 September 2021 at 19:26 UTC to Monday, 06 September 2021 at 01:44 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 : Melania
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:
[12289] melania,trump [9688] first,lady [3299] trump,trending [3080] melania,trending [2874] lady,again [2808] trending,really [2801] jill,biden [2787] don,care [2775] really,don [2773] know,melania Top Word Pairs in Tweet in G1:
[1999] melania,trump [1969] first,lady [1926] trump,trending [1914] don,care [1909] know,melania [1908] didn,know [1908] really,don [1908] picture,first [1908] lady,doctor [1908] doctor,#jillbiden Top Word Pairs in Tweet in G2:
[1787] melania,trump [1755] first,lady [1557] melania,trending [1554] jill,biden [1548] dr,jill [1547] lives,florida [1542] trump,lives [1541] trending,reminder [1541] reminder,dr [1541] biden,educator Top Word Pairs in Tweet in G3:
[1798] melania,trump [1790] first,lady [1577] under,bus [1574] re,glad [1567] lady,again [1520] president,again [1513] breaking,melania [1513] trump,tells [1513] tells,closest [1513] closest,friends Top Word Pairs in Tweet in G4:
[2330] melania,trump [1575] first,lady [582] interest,being [555] lady,again [539] being,first [413] trump,trending [375] donald,trump [296] president,again [273] jill,biden [260] trump,interest Top Word Pairs in Tweet in G5:
[1025] donald,trump [1020] einstein,visa [1011] immigration,papers [1010] calling,melania [1010] melania,legal [1010] legal,immigration [1010] visa,extraordinary [1010] extraordinary,abilities [1010] abilities,despite [1010] under,oath Top Word Pairs in Tweet in G6:
[1135] melania,trump [833] really,give [832] chicken,fried [832] fuck,melania [831] give,chicken [831] fried,fuck [271] first,lady [119] trump,trending [102] really,don [102] don,care Top Word Pairs in Tweet in G7:
[576] first,lady [520] melania,trump [458] jill,biden [306] michelle,obama [303] biden,fake [303] fake,doctor [303] doctor,michelle [303] obama,man [303] man,hold [303] hold,candle Top Word Pairs in Tweet in G8:
[663] melania,trending [592] first,ladies [554] trending,look [554] look,first [554] ladies,actually [554] actually,admire [554] admire,#freshvoicesrise [554] #freshvoicesrise,#demvoice1 [413] melania,trump [347] first,lady Top Word Pairs in Tweet in G9:
[201] melania,trump [102] first,lady [67] lady,again [54] being,first [42] donald,trump [38] 'no,interest' [33] interest',being [30] primera,dama [26] 2024,melania [23] trump,makes Top Word Pairs in Tweet in G10:
[496] melania,trump [243] trump,smart [240] smart,divorce [240] divorce,trump [240] trump,before [240] before,money [240] money,gone [151] first,lady [104] melania,trending [80] ivanka,melania Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: