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สรุป #TheSkaXBNK48 Twitter NodeXL SNA Map and Report for Wednesday, 15 May 2019 at 13:34 UTC (experimental version)
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From:
asekha.kh
Uploaded on:
May 15, 2019
Description:
Description
The graph represents a network of 3,714 Twitter users whose recent tweets contained "#TheSkaXBNK48", 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, 15 May 2019 at 13:56 UTC.

The tweets in the network were tweeted over the 3-day, 7-hour, 37-minute period from Sunday, 12 May 2019 at 05:57 UTC to Wednesday, 15 May 2019 at 13:34 UTC.

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


Overall Graph Metrics
Vertices : 3714
Unique Edges : 9702
Edges With Duplicates : 2579
Total Edges : 12281
Number of Edge Types : 4
Retweet : 11041
Tweet : 1077
Mentions : 137
Replies to : 26
Self-Loops : 1106
Reciprocated Vertex Pair Ratio : 0.00108921675413407
Reciprocated Edge Ratio : 0.00217606330365974
Connected Components : 157
Single-Vertex Connected Components : 146
Maximum Vertices in a Connected Component : 3545
Maximum Edges in a Connected Component : 12080
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.547239
Graph Density : 0.000733135597018205
Modularity : 0.479622
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[125] https://www.facebook.com/1388417021195516/posts/2156372204399990?sfns=mo
[112] https://www.youtube.com/watch?v=KhiVe5NAoPY&feature=youtu.be

[70] https://www.facebook.com/1388417021195516/posts/2156459544391256?sfns=mo
[40] https://www.youtube.com/watch?v=sM9NysPY8jg&feature=youtu.be

[28] https://www.youtube.com/channel/UCq6EbFumSSuMc2AhIM4DcJA
[16] https://www.youtube.com/watch?v=sM9NysPY8jg

[14] https://www.youtube.com/watch?v=dpJJBiH5K_M&feature=youtu.be

[12] https://www.youtube.com/watch?v=0i4okgAuV-s

[10] https://www.youtube.com/watch?v=feBxhLoi8Kw&feature=youtu.be

[9] https://www.youtube.com/watch?v=RR2HfaVnD9M&feature=youtu.be


Top URLs in Tweet in G1:
[16] https://www.facebook.com/1388417021195516/posts/2156372204399990?sfns=mo
[10] https://www.youtube.com/watch?v=KhiVe5NAoPY&feature=youtu.be

[8] https://www.youtube.com/watch?v=0i4okgAuV-s

[4] https://www.youtube.com/watch?v=cDKhSW69QzA&feature=youtu.be

[3] https://www.facebook.com/1388417021195516/posts/2156459544391256?sfns=mo
[3] https://www.youtube.com/watch?v=RT8rJgfH23g&feature=youtu.be

[2] https://www.youtube.com/watch?v=sM9NysPY8jg&feature=youtu.be

[2] https://www.youtube.com/watch?v=RR2HfaVnD9M&feature=youtu.be

[1] https://twitter.com/PskShark/status/1128614919010521089
[1] https://twitter.com/Mb00115/status/1128622588760977411

Top URLs in Tweet in G2:
[19] https://www.youtube.com/watch?v=sM9NysPY8jg&feature=youtu.be

[11] https://www.youtube.com/watch?v=KhiVe5NAoPY&feature=youtu.be

[10] https://www.facebook.com/1388417021195516/posts/2156372204399990?sfns=mo
[6] https://www.youtube.com/watch?v=mH8kKIeK9SQ&feature=youtu.be

[5] https://www.youtube.com/watch?v=RR2HfaVnD9M&feature=youtu.be

[4] https://twitter.com/Allabout_Cherp/status/1128633796889178115
[1] https://www.facebook.com/842370685890191/posts/2080461852081062/?sfnsn=mo
[1] https://docs.google.com/forms/d/e/1FAIpQLSdklsUsTqZ0ncD-L0z2CZLLsoqsSYZEQ7j3rtFxdTMyjHq_Jg/viewform
[1] https://www.youtube.com/watch?v=dpJJBiH5K_M&feature=youtu.be

[1] https://www.youtube.com/watch?v=0i4okgAuV-s


Top URLs in Tweet in G3:
[66] https://www.facebook.com/1388417021195516/posts/2156459544391256?sfns=mo
[36] https://www.facebook.com/1388417021195516/posts/2156372204399990?sfns=mo
[27] https://www.youtube.com/channel/UCq6EbFumSSuMc2AhIM4DcJA
[16] https://www.youtube.com/watch?v=sM9NysPY8jg

[7] https://twitter.com/bnk48kcj/status/1128615535548063744
[7] https://www.youtube.com/watch?v=sM9NysPY8jg&feature=youtu.be

[7] https://www.youtube.com/watch?v=KhiVe5NAoPY&feature=youtu.be

[5] https://twitter.com/bnk48official/status/1127462449660039168
[5] https://www.youtube.com/watch?v=feBxhLoi8Kw&feature=youtu.be

[4] https://twitter.com/u7_up7/status/1128631775129817088

Top URLs in Tweet in G4:
[81] https://www.youtube.com/watch?v=KhiVe5NAoPY&feature=youtu.be

[8] https://www.youtube.com/watch?v=sM9NysPY8jg&feature=youtu.be

[3] https://www.facebook.com/1388417021195516/posts/2156372204399990?sfns=mo
[1] https://www.facebook.com/1388417021195516/posts/2156459544391256?sfns=mo

Top URLs in Tweet in G5:
[60] https://www.facebook.com/1388417021195516/posts/2156372204399990?sfns=mo
[9] https://www.youtube.com/watch?v=dpJJBiH5K_M&feature=youtu.be

[3] https://www.youtube.com/watch?v=sM9NysPY8jg&feature=youtu.be

[3] https://www.youtube.com/watch?v=feBxhLoi8Kw&feature=youtu.be

[3] https://www.youtube.com/watch?v=KhiVe5NAoPY&feature=youtu.be

[2] https://www.facebook.com/770930689769857/posts/1008744625988461?s=1617355803&v=e&sfns=mo
[1] https://www.facebook.com/274703255906765/posts/2297496706960733?s=100000202445043&sfns=xmo
[1] https://www.youtube.com/channel/UCq6EbFumSSuMc2AhIM4DcJA?app=desktop
[1] https://www.instagram.com/p/Bxcg6nYgQrS/?utm_source=ig_share_sheet&igshid=cuafg4wwbna8
[1] https://youtube.com/watch?v=mH8kKIeK9SQ


Top URLs in Tweet in G6:
[1] https://twitter.com/TotoMallow/status/1128307451801948165
[1] https://www.facebook.com/842370685890191/posts/2080461852081062?s=100000122640577&sfns=mo
[1] https://www.matichon.co.th/entertainment/news_301108
[1] https://www.ratchakarnjobs.com/%E0%B8%81%E0%B8%A3%E0%B8%B0%E0%B8%97%E0%B8%A3%E0%B8%A7%E0%B8%87%E0%B8%94%E0%B8%B4%E0%B8%88%E0%B8%B4%E0%B8%97%E0%B8%B1%E0%B8%A5/
[1] https://twitter.com/NTZPX/status/1128628852995940354
[1] https://twitter.com/JennisBnk48FCTH/status/1128632470348255235
[1] https://www.facebook.com/343466316205897/posts/406451343240727/
[1] https://twitter.com/p66chanat/status/1128625633993547777

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=0i4okgAuV-s

[1] https://www.youtube.com/watch?v=feBxhLoi8Kw&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6855] theskaxbnk48
[4251] bnk48
[1293] mobilebnk48
[1131] cherprangbnk48
[1028] musicbnk48
[970] jennisbnk48
[619] punbnk48
[335] pupebnk48
[222] punbnk8
[144] theska



Top Hashtags in Tweet in G1:
[1789] theskaxbnk48
[910] bnk48
[101] jennisbnk48
[90] weebnk48
[88] musicbnk48
[82] cherprangbnk48
[73] ornbnk48
[73] tarwaanbnk48
[53] punbnk48
[39] theska

Top Hashtags in Tweet in G2:
[1369] theskaxbnk48
[846] cherprangbnk48
[631] bnk48
[277] musicbnk48
[242] jennisbnk48
[156] punbnk48
[146] punbnk8
[134] pupebnk48
[43] เฌอสิค
[38] mobilebnk48

Top Hashtags in Tweet in G3:
[1778] theskaxbnk48
[1311] bnk48
[1185] mobilebnk48
[157] musicbnk48
[132] pupebnk48
[113] cherprangbnk48
[73] theska
[66] jennisbnk48
[61] punbnk48
[38] janebnk48

Top Hashtags in Tweet in G4:
[765] theskaxbnk48
[637] bnk48
[462] jennisbnk48
[319] punbnk48
[81] nemo48
[71] punnana
[42] cherprangbnk48
[42] musicbnk48
[27] ปัญเจนนิษฐ์
[18] punbnk8

Top Hashtags in Tweet in G5:
[746] theskaxbnk48
[650] bnk48
[460] musicbnk48
[94] jennisbnk48
[50] kaimookbnk48
[46] cherprangbnk48
[34] pocketfanpage
[30] panda48
[29] mobilebnk48
[28] pupebnk48

Top Hashtags in Tweet in G6:
[171] theskaxbnk48
[18] bnk48
[7] ahyeah_winner
[5] btsongma
[4] ไลลาธิดายักษ์
[3] ตลาดนัดexo
[3] เคสiphone
[3] ตลาดนัดอากาเซ
[3] ตลาดนัดblackpink
[2] แจกฟรี

Top Hashtags in Tweet in G7:
[101] theskaxbnk48
[42] bnk48
[16] mewnichbnk48
[11] fondbnk48
[4] musicbnk48
[4] jennisbnk48
[3] theska
[2] punbnk48
[1] bamboobnk48
[1] cherprangbnk48

Top Hashtags in Tweet in G8:
[21] theskaxbnk48
[19] ahyeah_winner
[19] แม่สายซุ่มทุ่มสตรีม
[16] btsongma
[1] แม่สายซุ่มทุ่มยอดวิว
[1] หัวใจสีฟ้ากับหัวหน้าคนใหม่
[1] ไลลาธิดายักษ์

Top Hashtags in Tweet in G9:
[23] theskaxbnk48
[19] weebnk48
[19] bnk48
[1] punbnk48
[1] punnana

Top Hashtags in Tweet in G10:
[13] theskaxbnk48
[2] bnk48
[1] cakebnk48
[1] panda48
[1] punbnk48

Top Words
Top Words in Tweet in Entire Graph:
[203] Words in Sentiment List#1: Positive
[365] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[337241] Non-categorized Words
[337809] Total Words
[12155] #theskaxbnk48
[9268] น
[7655] #bnk48
[6624] ม
[5679] ก

Top Words in Tweet in G1:
[5203] #theskaxbnk48
[4897] น
[4529] ม
[3977] ก
[3460] ไม
[2795] #bnk48
[2752] ด
[2387] ว
[2325] แต
[2258] ได

Top Words in Tweet in G2:
[2392] น
[2148] #theskaxbnk48
[1745] bnk48
[1336] #bnk48
[1198] ska
[1117] 00
[1008] #cherprangbnk48
[1000] ว
[975] ค
[937] ม

Top Words in Tweet in G3:
[2485] #theskaxbnk48
[1804] #bnk48
[1465] #mobilebnk48
[857] ก
[835] ด
[822] น
[640] ม
[603] ค
[590] อย
[582] บ

Top Words in Tweet in G4:
[961] #theskaxbnk48
[786] #bnk48
[524] น
[468] #jennisbnk48
[399] ว
[345] #punbnk48
[242] ค
[229] เป
[214] bnk48
[208] ม

Top Words in Tweet in G5:
[849] #theskaxbnk48
[761] #bnk48
[462] #musicbnk48
[318] น
[261] bnk48
[213] ska
[198] ต
[174] ว
[163] x
[147] ค

Top Words in Tweet in G6:
[171] #theskaxbnk48
[82] น
[69] ก
[59] ไม
[48] ม
[43] ว
[41] ด
[40] บ
[38] แต
[36] ท

Top Words in Tweet in G7:
[143] #theskaxbnk48
[109] น
[79] #bnk48
[64] เป
[59] ม
[48] bnk48
[42] องใหม
[40] ไม
[39] ต
[38] ว

Top Words in Tweet in G8:
[29] #แม
[29] สายซ
[29] มท
[22] #theskaxbnk48
[21] ม
[19] twitter
[19] trend
[19] 2019
[19] 05
[19] 15

Top Words in Tweet in G9:
[32] ท
[31] #theskaxbnk48
[23] #bnk48
[22] า
[19] #weebnk48
[18] น
[16] ว
[12] บร
[12] หารหน
[12] าเร

Top Words in Tweet in G10:
[35] ก
[33] #theskaxbnk48
[32] ด
[27] แต
[23] ไม
[20] ม
[20] น
[16] ว
[15] ได
[15] ย

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3363] #theskaxbnk48,#bnk48
[1884] #bnk48,#theskaxbnk48
[1592] 00,น
[1151] ska,x
[1133] ไม,ได
[1122] x,bnk48
[886] #bnk48,#theska
[883] ม,นไม
[882] #theska,#theskaxbnk48
[882] น,ม

Top Word Pairs in Tweet in G1:
[2101] #theskaxbnk48,#bnk48
[840] ไม,ได
[784] ม,นไม
[557] ไม,ต
[417] น,#theskaxbnk48
[408] ไม,ด
[400] น,กล
[371] นไม,ใช
[355] collab,ก
[354] ไม,ม

Top Word Pairs in Tweet in G2:
[1111] 00,น
[604] ska,x
[601] x,bnk48
[588] #cherprangbnk48,#theskaxbnk48
[567] #bnk48,#theska
[566] #theska,#theskaxbnk48
[556] น,ม
[555] ว,นท
[555] นท,15
[555] ลาน,eden

Top Word Pairs in Tweet in G3:
[648] #theskaxbnk48,#bnk48
[592] #bnk48,#theskaxbnk48
[499] #mobilebnk48,#bnk48
[465] #mobilebnk48,#theskaxbnk48
[330] #bnk48,#mobilebnk48
[232] #theskaxbnk48,#mobilebnk48
[214] ดค,กก
[213] ช,ดค
[195] ska,x
[190] ก,ด

Top Word Pairs in Tweet in G4:
[357] #jennisbnk48,#bnk48
[306] #bnk48,#theskaxbnk48
[184] #punbnk48,#bnk48
[144] เป,ดต
[142] ว,#theskaxbnk48
[141] ล,กพ
[141] กพ,ณ
[141] ณ,งาน
[141] งาน,เป
[141] ดต,ว

Top Word Pairs in Tweet in G5:
[313] #bnk48,#theskaxbnk48
[277] #theskaxbnk48,#bnk48
[217] #musicbnk48,#bnk48
[211] #musicbnk48,#theskaxbnk48
[162] ska,x
[146] x,bnk48
[132] 00,น
[81] ต,นย
[81] นย,งงงง
[81] งงงง,#musicbnk48

Top Word Pairs in Tweet in G6:
[14] ไม,ได
[10] #theskaxbnk48,#bnk48
[10] น,#theskaxbnk48
[9] ะ,#theskaxbnk48
[6] ย,งไม
[6] บ,#theskaxbnk48
[6] ไม,ร
[6] แต,ก
[6] แล,ว
[6] ถ,าม

Top Word Pairs in Tweet in G7:
[38] เป,ดช
[38] ดช,องใหม
[38] องใหม,เลยแม
[38] เลยแม,#theskaxbnk48
[32] 00,น
[25] #theskaxbnk48,#bnk48
[19] #bnk48,#theskaxbnk48
[17] ska,x
[17] x,bnk48
[17] #mewnichbnk48,#bnk48

Top Word Pairs in Tweet in G8:
[29] #แม,สายซ
[29] สายซ,มท
[19] twitter,trend
[19] trend,2019
[19] 2019,05
[19] 05,15
[19] 1,#ahyeah_winner
[19] #ahyeah_winner,2
[19] 2,#theskaxbnk48
[19] #theskaxbnk48,3

Top Word Pairs in Tweet in G9:
[18] #weebnk48,#bnk48
[12] บร,หารหน
[12] หารหน,าเร
[12] าเร,ยวช
[12] ยวช,คๆ
[12] คๆ,ทำได
[12] ทำได,ท
[12] ท,กท
[12] กท,ท
[12] ท,กเวลาจ

Top Word Pairs in Tweet in G10:
[9] ส,วนต
[8] แต,ก
[8] #theskaxbnk48,#bnk48
[7] ก,ก
[7] ไม,ได
[6] บช,องอ
[6] ได,ว
[6] ก,ด
[6] ขอหน,อยเหอะ
[5] ม,นไม

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@ksh98_
@t3thee
@eyesicaz
@kahonoii
@khimtyoon
@attorneypalm
@dreamqyk
@everydaysoloist
@skselg
@sica_ssy

Top Tweeters in G1:
@ksh98_
@t3thee
@kahonoii
@everydaysoloist
@rinnyu
@nutterkk
@serendipityj89
@writenoonz
@tongshott
@ratchasun

Top Tweeters in G2:
@eyesicaz
@khimtyoon
@attorneypalm
@dreamqyk
@sica_ssy
@katakerr
@tong56234789
@eveeezz
@mylovepalitsom1
@nuireal

Top Tweeters in G3:
@skyisbluesoru
@kokoroaruyo
@fluketoys
@kingthegang
@mobiles21
@nujanny1992
@grace_eiei
@kungmo48
@pxerrer
@peetzhr

Top Tweeters in G4:
@preawz_za
@mztytfmonz
@ehiill
@ploy_jamsai
@snuiaiad
@suknok_som
@thamonpan2012
@freeloopz
@npsywys
@junqx_

Top Tweeters in G5:
@soshi03
@ayumugifuto
@thesixthman48
@shitang_ms
@kaorisisis
@aefschn
@bedx27
@love_music_naka
@zaagreensky
@koolingmsmw

Top Tweeters in G6:
@scinnn
@kxxan4187
@bright_num
@failurea101
@lemongadgetth
@deknawthep
@prince_xp
@kayfucklo
@sasivim24070635
@joeiiz1

Top Tweeters in G7:
@skselg
@w2metre
@eeyeppr
@devildarkness22
@t_thungg
@microwave48_027
@poonyapat_p
@mlbindaii
@nus_2542
@z__1011

Top Tweeters in G8:
@toptrendthai
@new_tisat
@ff_minos
@yukxx_x_xx
@loveonpeck
@goligo_hyoon
@khun68190045
@win2425
@nnlooktao
@namtae_nt

Top Tweeters in G9:
@jinittt
@kktwjtv
@mymindkami48
@plaifah_cwl
@jenweep
@konggasx_wry
@fendbaby
@littleykv
@vbesideyou
@feeling_vv

Top Tweeters in G10:
@jabjubu
@huhon
@nimitwhoa
@blackplumii
@itisn1mworld
@heromomochan96
@aunz_sbt
@akptheseries
@na_aiirz
@myxmyyu