The graph represents a network of 326 Twitter users whose recent tweets contained "#Umno", 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, 04 July 2022 at 08:25 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 42-minute period from Friday, 24 June 2022 at 16:03 UTC to Monday, 04 July 2022 at 07:46 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 : 326
Unique Edges : 468
Edges With Duplicates : 266
Total Edges : 734
Number of Edge Types : 5
Mentions : 139
MentionsInRetweet : 245
Retweet : 184
Replies to : 11
Tweet : 155
Self-Loops : 155
Reciprocated Vertex Pair Ratio : 0.00203252032520325
Reciprocated Edge Ratio : 0.00405679513184584
Connected Components : 60
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 182
Maximum Edges in a Connected Component : 553
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.762178
Graph Density : 0.00465313827277017
Modularity : 0.58167
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 326 Twitter users whose recent tweets contained "#Umno", 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, 04 July 2022 at 08:25 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 42-minute period from Friday, 24 June 2022 at 16:03 UTC to Monday, 04 July 2022 at 07:46 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 : #Umno
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
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[62] datuk,seri [39] #umno,#bn [33] #umno,#pas [33] #pas,#ppbm [32] #bn,#barisannasional [32] tahniah,kerajaan [32] kerajaan,#umno [32] #ppbm,nii [32] nii,hiburan [32] hiburan,patuh Top Word Pairs in Tweet in G1:
[32] #umno,#bn [31] #bn,#barisannasional [28] nota,saya [28] saya,utk [28] utk,renungan [28] renungan,kpd [28] kpd,ahli [28] ahli,penyokong [28] penyokong,#umno [28] #barisannasional,tkasih Top Word Pairs in Tweet in G2:
[9] bn,youth [9] youth,job [9] job,fair [9] fair,2022 [9] #bnyjobfair,#jobfair2022 [9] #jobfair2022,#karnivalkerjaya [9] #karnivalkerjaya,#jobvacancy [9] #jobvacancy,#pemudaumno [9] #pemudaumno,#pemudabn [9] #pemudabn,#puteriumno Top Word Pairs in Tweet in G3:
[30] datuk,seri [11] abdul,rahman [10] seri,tajuddin [9] tajuddin,abdul [8] ahmad,zahid [7] zahid,hamidi [7] ahli,parlimen [7] seri,dr [6] ahli,majlis [6] parti,datuk Top Word Pairs in Tweet in G4:
[32] tahniah,kerajaan [32] kerajaan,#umno [32] #umno,#pas [32] #pas,#ppbm [32] #ppbm,nii [32] nii,hiburan [32] hiburan,patuh [32] patuh,syariah [32] syariah,#keluargamalaysia [32] #keluargamalaysia,takebeerrrr Top Word Pairs in Tweet in G5:
[24] umnoonline,paspusat [24] paspusat,ppbmofficial [24] ppbmofficial,pejuangrasmi [24] pejuangrasmi,dapmalaysia [24] dapmalaysia,keadilan [24] keadilan,partiamanah [24] partiamanah,upkomalaysia [24] upkomalaysia,partimuda [24] #malaysia,#malaysian [13] children's,future Top Word Pairs in Tweet in G6:
[18] terkini,pemimpin [18] pemimpin,umno [18] umno,dilantik [18] dilantik,ke [18] ke,dalam [18] dalam,suhakam [18] suhakam,apa [18] apa,komen [18] komen,anda [18] anda,#suhakam Top Word Pairs in Tweet in G7:
[24] datuk,seri [7] #nstnation,umno [6] #nstnation,datuk [6] seri,tajuddin [6] tajuddin,abdul [6] abdul,rahman [6] #umno,#politics [6] chief,datuk [5] prime,minister [5] #nstnation,#umno Top Word Pairs in Tweet in G8:
[10] article,wags [10] wags,writer [10] writer,racism [10] racism,rm80b [10] rm80b,agree [10] agree,#malaysia [10] #malaysia,#racism [10] #racism,#umno [10] #umno,#ketuananmelayu [3] #tmrnews,#tmrphoto Top Word Pairs in Tweet in G10:
[8] ismail,sabri [8] sabri,unwilling [8] unwilling,call [8] call,election [8] election,answer [8] answer,lies [8] lies,complex [8] complex,power [8] power,dynamics [8] dynamics,malaysia's Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G9:
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: