The graph represents a network of 16 948 Twitter users whose recent tweets contained "independence day", 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 Tuesday, 06 December 2022 at 19:16 UTC.
The tweets in the network were tweeted over the 2-day, 5-hour, 47-minute period from Sunday, 04 December 2022 at 13:03 UTC to Tuesday, 06 December 2022 at 18:51 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 : 16948
Unique Edges : 23334
Edges With Duplicates : 2628
Total Edges : 25962
Number of Edge Types : 5
Retweet : 12914
MentionsInRetweet : 5761
Replies to : 1741
Tweet : 3519
Mentions : 2027
Self-Loops : 3576
Reciprocated Vertex Pair Ratio : 0,00685449560366834
Reciprocated Edge Ratio : 0,0136156627071694
Connected Components : 3150
Single-Vertex Connected Components : 1961
Maximum Vertices in a Connected Component : 10505
Maximum Edges in a Connected Component : 18245
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5,030388
Graph Density : 7,4156278833959E-05
Modularity : 0,774397
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 16 948 Twitter users whose recent tweets contained "independence day", 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 Tuesday, 06 December 2022 at 19:16 UTC.
The tweets in the network were tweeted over the 2-day, 5-hour, 47-minute period from Sunday, 04 December 2022 at 13:03 UTC to Tuesday, 06 December 2022 at 18:51 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 : independence day
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[16947] independence,day [7477] happy,independence [2642] day,finland [1548] of,the [1226] for,the [1133] celebrating,independence [1095] finnish,independence [1090] in,the [1064] day,to [1046] day,celebrations Top Word Pairs in Tweet in G1:
[2097] independence,day [2007] happy,independence [102] fingovernment,happy [45] day,finland [30] day,to [18] to,our [16] finnish,independence [15] day,from [13] of,the [13] 6,12 Top Word Pairs in Tweet in G2:
[1984] independence,day [854] happy,independence [375] day,finland [195] day,to [167] finnish,independence [140] of,july [125] 4th,of [109] of,the [92] itsenäisyyspäivää,happy [86] american,flag Top Word Pairs in Tweet in G3:
[1118] independence,day [956] comic,today [956] today,celebrating [956] no,comic [956] celebrating,independence [102] happy,independence [37] day,finland [27] s,independence [25] day,and [25] and,i Top Word Pairs in Tweet in G4:
[1671] independence,day [490] to,finland [456] happy,independence [442] to,the [423] the,independence [403] of,the [402] greeting,to [396] the,finnish [383] day,and [380] finnish,people Top Word Pairs in Tweet in G5:
[1117] independence,day [658] happy,independence [622] day,finland [305] the,most [229] 105th,independence [226] is,the [217] greetings,from [217] from,finland [215] happy,105th [213] finland,the Top Word Pairs in Tweet in G6:
[725] independence,day [719] president,samia [717] day,celebrations [711] samia,suluhu [699] the,event [699] with,special [699] special,needs [699] suluhu,hassan [699] for,the [696] children,with Top Word Pairs in Tweet in G7:
[893] independence,day [402] happy,independence [285] of,finnish [216] day,finland [206] in,the [185] finnish,independence [150] today,we [145] 105th,independence [141] is,a [137] day,this Top Word Pairs in Tweet in G8:
[500] independence,day [351] happy,independence [238] ukraine,s [193] day,finland [164] in,the [107] for,its [106] of,the [105] congratulations,to [102] to,make [98] people,of Top Word Pairs in Tweet in G9:
[419] independence,day [271] of,finland [220] greetings,to [214] people,of [214] day,greetings [210] the,government [208] and,people [208] government,and [206] and,the [203] friendly,relations Top Word Pairs in Tweet in G10:
[340] independence,day [202] happy,independence [182] day,finland [146] itsenäisyyspäivää,suomi [124] day,special [114] finland,itsenäisyyspäivää [114] suomi,#itsenäisyyspäivä [99] special,2022 [99] 1960's,uniforms [99] 2022,finnish 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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