The graph represents a network of 6,516 Twitter users whose recent tweets contained "#Albania", 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 Wednesday, 20 July 2022 at 18:44 UTC.
The tweets in the network were tweeted over the 10-day, 0-hour, 7-minute period from Sunday, 10 July 2022 at 17:53 UTC to Wednesday, 20 July 2022 at 18:01 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 : 6516
Unique Edges : 8022
Edges With Duplicates : 1936
Total Edges : 9958
Number of Edge Types : 5
Retweet : 5847
Tweet : 1427
MentionsInRetweet : 1635
Mentions : 867
Replies to : 182
Self-Loops : 1476
Reciprocated Vertex Pair Ratio : 0.00929197748985735
Reciprocated Edge Ratio : 0.0184128630705394
Connected Components : 772
Single-Vertex Connected Components : 453
Maximum Vertices in a Connected Component : 4507
Maximum Edges in a Connected Component : 7216
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 8.326994
Graph Density : 0.000181665109604459
Modularity : 0.740738
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,516 Twitter users whose recent tweets contained "#Albania", 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 Wednesday, 20 July 2022 at 18:44 UTC.
The tweets in the network were tweeted over the 10-day, 0-hour, 7-minute period from Sunday, 10 July 2022 at 17:53 UTC to Wednesday, 20 July 2022 at 18:01 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 : #Albania
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:
[1422] alimentos,corrupción [875] #albania,albania [869] precios,combustible [848] combustible,alimentos [842] régimen,actual [841] contra,régimen [840] albania,ubicado [840] ubicado,sureste [840] sureste,península [840] península,balcánica Top Word Pairs in Tweet in G1:
[834] #albania,albania [834] albania,ubicado [834] ubicado,sureste [834] sureste,península [834] península,balcánica [834] balcánica,europea [834] europea,suma [834] suma,protestas [834] protestas,registran [834] registran,nivel Top Word Pairs in Tweet in G2:
[200] pm,ediramaal [195] accession,negotiations [180] milestone,#eu [177] #albania,#northmacedonia [171] ediramaal,#albania [155] historic,day [144] #northmacedonia,#albania [140] support,#ukraine [138] thanked,pm [138] #albania,important Top Word Pairs in Tweet in G3:
[575] europa,borde [575] borde,#albania [575] #albania,decenas [575] decenas,miles [575] miles,manifestantes [575] manifestantes,marchan [575] marchan,contra [575] contra,gobierno [575] gobierno,alza [575] alza,combustibles Top Word Pairs in Tweet in G4:
[502] tirana,anti [502] anti,government [502] government,protests [501] #albania,tirana [65] anti,russian [65] russian,#sanctions [65] #sanctions,clearly [65] clearly,taking [65] taking,toll [65] toll,europe Top Word Pairs in Tweet in G5:
[141] #albania,#kosovo [135] #kosova,#albania [134] #shqip,#shqiperi [134] #shqiperi,#kosova [134] #kosovo,#shqiptar [134] #shqiptar,#shqiptare [134] #shqiptare,#lajme [134] #lajme,#shqiperia [134] #shqiperia,#tirana [134] #tirana,#prishtina Top Word Pairs in Tweet in G6:
[159] volunteers,#albania [159] #albania,fighting [159] fighting,ukraine [159] ukraine,glory [159] glory,heroes [12] remains,city [12] city,hadrianopolis [12] hadrianopolis,far [12] far,gjirokastër [12] gjirokastër,well Top Word Pairs in Tweet in G7:
[125] miles,personas [125] personas,llenan [125] llenan,calles [125] calles,#tirana [125] #tirana,#albania [125] #albania,protestando [125] protestando,contra [125] contra,aumento [125] aumento,precios [125] precios,combustibles Top Word Pairs in Tweet in G8:
[63] #freeiran2022,world [63] world,summit [63] summit,#albania [63] #albania,interrogates [63] interrogates,#irgc [63] #irgc,#mois [63] #mois,agents [63] agents,plotting [63] plotting,against [63] against,#mek Top Word Pairs in Tweet in G9:
[89] negoziati,adesione [84] #albania,#macedoniadelnord [45] storica,due [38] aprono,ufficialmente [38] ufficialmente,negoziati [38] adesione,all'#ue [38] all'#ue,#albania [38] #macedoniadelnord,finalmente [38] finalmente,svolta [38] svolta,storica Top Word Pairs in Tweet in G10:
[37] north,macedonia [21] #albania,opening [21] opening,#eu [20] heartfelt,congratulations [20] congratulations,#northmacedonia [20] #northmacedonia,#albania [20] #eu,#accession [20] #accession,negotiations [20] negotiations,long [20] long,awaited Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 G2:
Top Mentioned in G4:
Top Mentioned in G5:
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: