The graph represents a network of 13 048 Twitter users whose recent tweets contained "Almaty", 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, 09 January 2022 at 15:52 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 0-minute period from Saturday, 08 January 2022 at 06:35 UTC to Sunday, 09 January 2022 at 14:35 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 Fruchterman-Reingold layout algorithm.
Author Description
Vertices : 13048
Unique Edges : 16347
Edges With Duplicates : 5205
Total Edges : 21552
Number of Edge Types : 5
Retweet : 14607
MentionsInRetweet : 1897
Tweet : 3563
Replies to : 664
Mentions : 821
Self-Loops : 3706
Reciprocated Vertex Pair Ratio : 0,00243157304071326
Reciprocated Edge Ratio : 0,00485134967035701
Connected Components : 1290
Single-Vertex Connected Components : 808
Maximum Vertices in a Connected Component : 10613
Maximum Edges in a Connected Component : 18594
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5,382067
Graph Density : 9,44446613965629E-05
Modularity : 0,67551
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 13 048 Twitter users whose recent tweets contained "Almaty", 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, 09 January 2022 at 15:52 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 0-minute period from Saturday, 08 January 2022 at 06:35 UTC to Sunday, 09 January 2022 at 14:35 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : Almaty
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4645] in,almaty [2679] of,the [2359] in,the [1403] in,kazakhstan [1081] of,almaty [951] in,#almaty [936] เด,กอาย [936] กอาย,11 [936] 11,ป [936] ป,ท Top Word Pairs in Tweet in G1:
[1411] in,almaty [653] in,the [474] of,the [326] to,#kazakhstan [299] to,almaty [296] entry,to [296] at,land [293] from,the [266] in,#almaty [248] almaty,#kazakhstan Top Word Pairs in Tweet in G2:
[930] เด,กอาย [930] กอาย,11 [930] 11,ป [930] ป,ท [930] ท,อย [930] อย,ในเหต [930] ในเหต,การณ [930] การณ,ประท [930] ประท,วงท [930] วงท,นครอ Top Word Pairs in Tweet in G3:
[467] в,алматы [225] по,русски [211] только,по [210] протестующих,в [207] русски,и [193] к,нам [193] нам,солдаты [193] солдаты,обращались [193] обращались,только [193] и,угрожающим Top Word Pairs in Tweet in G4:
[165] in,almaty [65] in,the [64] в,алматы [58] of,the [43] in,kazakhstan [41] of,almaty [37] almaty,kazakhstan [33] killed,in [32] de,almaty [26] de,la Top Word Pairs in Tweet in G5:
[724] of,the [446] in,the [346] in,almaty [262] almaty,airport [241] of,almaty [220] the,almaty [189] https,t [189] t,co [188] the,russian [183] the,city Top Word Pairs in Tweet in G6:
[550] in,almaty [526] a,curfew [454] almaty,#kazakhstan [449] are,asked [449] asked,to [449] home,as [449] as,the [446] now,sirens [446] sirens,and [446] and,a Top Word Pairs in Tweet in G7:
[348] pure,russian [237] in,almaty [180] to,shoot [177] protestors,in [177] they,were [174] soldiers,who [174] who,spoke [174] spoke,exclusively [174] exclusively,pure [174] russian,killed Top Word Pairs in Tweet in G8:
[155] в,алматы [137] in,almaty [105] к,нам [105] нам,солдаты [105] солдаты,обращались [105] обращались,только [105] только,по [105] по,русски [105] русски,и [105] и,угрожающим Top Word Pairs in Tweet in G9:
[700] karim,massimov [351] in,kazakhstan [351] of,the [350] joe,and [350] and,hunter [350] hunter,s [350] s,buddy [350] buddy,karim [350] massimov,has [350] has,met Top Word Pairs in Tweet in G10:
[278] largest,city [277] security,forces [276] in,kazakhstan [272] city,almaty [271] is,happening [270] 3,000 [270] the,largest [269] anti,government [269] have,left [269] like,a Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: