civichall, Twitter, 3/16/2023 11:19:38 PM, 291385


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civichall_2023-03-16_16-05-37.xlsx
civichall_2023-03-16_16-05-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2023
Short Description:
civichall via NodeXL https://bit.ly/3JJa5yu
@civichall
@wernert_man
@yama_civichall
@brucekushnick
@codeforpdx
@mlsif
@soho_cinders_jp
@minzokunokai1
@butts_topher
@arida_civichall

Top hashtags:
#山口市民会館
#civictech
#civichall
#有田市
#firstpost
#ストリートピアノ
#飯森範親
#leeds

Description:
Description
The graph represents a network of 3,783 Twitter users whose recent tweets contained "civichall", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 23:12 UTC.

The tweets in the network were tweeted over the 2934-day, 18-hour, 50-minute period from Monday, 02 March 2015 at 21:14 UTC to Wednesday, 15 March 2023 at 16:05 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3783
Unique Edges : 4230
Edges With Duplicates : 10870
Total Edges : 15100
Number of Edge Types : 9
Retweet : 2966
MentionsInRetweet : 4946
Mentions : 2120
Tweet : 1131
MentionsInReplyTo : 2715
Replies to : 661
Quote : 149
MentionsInQuote : 334
MentionsInQuoteReply : 78
Self-Loops : 2008
Reciprocated Vertex Pair Ratio : 0.0698689956331878
Reciprocated Edge Ratio : 0.130612244897959
Connected Components : 335
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 2354
Maximum Edges in a Connected Component : 10168
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.500725
Graph Density : 0.000479475311424806
Modularity : 0.372726
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,783 Twitter users whose recent tweets contained "civichall", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 23:12 UTC.

The tweets in the network were tweeted over the 2934-day, 18-hour, 50-minute period from Monday, 02 March 2015 at 21:14 UTC to Wednesday, 15 March 2023 at 16:05 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : civichall
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[104] https://www.togo-tis.co.jp/shisetsu/togo-civichall/
[63] http://yamaguchi-civichall.com
[60] http://yamaguchi-civichall.com/street-piano
[37] https://civichall.org/civicist/next-generation-engagement-platforms-and-how-are-they-useful-right-now-part-1/
[34] https://shibukawa-civichall.com/
[32] https://twitter.com/kaatjp/status/1577901467129634816/photo/1
[30] https://civichall.org/civicist/vtaiwan-democracy-frontier/
[29] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/
[27] https://wagakkiband.com/contents/550725
[24] https://fukuoka-civichall.jp/info/hallseat/

Top URLs in Tweet in G1:
[13] http://eepurl.com/chnvPn
[9] https://civichall.org/eventbrite-event/american-resistance-a-fireside-chat-with-author-dana-r-fisher/
[8] https://twitter.com/j0e_m/status/1242488841392377856/photo/1
[7] https://www.eventbrite.com/e/who-should-make-the-rules-the-question-of-platform-regulation-tickets-75178199017
[6] https://www.eventbrite.com/e/the-technology-of-human-connection-tickets-94209927429
[6] https://www.eventbrite.com/e/what-moves-us-update-from-the-un-on-cybersecurity-discussions-tickets-116772725365
[5] https://www.eventbrite.com/e/ethical-data-practices-101-tickets-73174315347
[5] https://nyscistemtalks.splashthat.com/
[5] https://civichall.org/civicist/accountability-growth-and-inspiration-in-the-blm-movement/
[4] https://civichall.org/civicist/working-from-home-tips-strategies/

Top URLs in Tweet in G2:
[27] https://civichall.org/civicist/next-generation-engagement-platforms-and-how-are-they-useful-right-now-part-1/
[21] https://civichall.org/civicist/vtaiwan-democracy-frontier/
[16] https://www.eventbrite.com/e/demos-new-america-present-civic-power-tickets-88593957913?aff=ebdssbdestsearch
[14] https://civichall.org/civicist/next-generation-engagement-platforms-ii-and-the-current-moment/
[11] https://civichall.org/civicist/what-vtaiwan-teaches-us-about-digital-democracy/
[9] https://civichall.org/civicist/beyond-flatland-machine-learning-end-two-party-binary/
[7] https://civichall.org/civicist/op-ed-its-time-to-challenge-techs-power-at-the-ballot-box/
[6] https://civichall.org/civicist/how-color-of-change-is-reimagining-organizing/
[6] https://civichall.org/civicist/code-america-10-reflections-decade-tech-driven-engagement/
[6] https://consulproject.org/

Top URLs in Tweet in G3:
[24] https://shibukawa-civichall.com/
[13] https://twitter.com/miyujik/status/1535822531688484864/photo/1
[13] https://shibukawa-civichall.com/independent.html
[12] https://www.city.arida.lg.jp/kurashi/sportsbunka/bunka/1000905/1000907.html
[10] https://twitter.com/miyujik/status/1535956469782171648/photo/1
[10] https://shibukawa-civichall.com/2021/05/photocon2021/.html
[9] https://www.city.arida.lg.jp/kurashi/sportsbunka/bunka/1000905/1003158.html
[9] https://shibukawa-civichall.com/2020/10/
[8] https://twitter.com/Arida_CivicHall/status/1248425782336049160/photo/1
[8] https://eplus.jp/sf/detail/3353050001-P0030001P021001

Top URLs in Tweet in G4:
[9] https://fukuoka-civichall.jp/info/hallseat/
[8] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/
[6] https://fukuoka-civichall.jp/
[5] https://fukuoka-civichall.jp/info/hall/
[4] https://twitter.com/ksaho/status/1189905210526720001/photo/1
[4] https://civichall.org/civicist/bed-stuy-strong-mutual-aid/
[4] https://civichall.org/civicist/the-civic-stack-hong-kong-protest-movement-tech/
[4] https://twitter.com/AlisonL43733634/status/1593997059832553474/photo/1
[4] https://twitter.com/ForSensible/status/1192322119696371713/photo/1
[4] https://twitter.com/valleygrassland/status/1617165660911697920/photo/1

Top URLs in Tweet in G5:
[60] http://yamaguchi-civichall.com
[2] https://fukuoka-civichall.jp/
[2] https://twitter.com/skknr/status/1457167902256238596/photo/1
[1] https://twitter.com/mitsurumatsuoka/status/1457135631629357059/photo/1
[1] http://www.kyodo-west.co.jp/artist_page.php?a_id=1109
[1] https://twitter.com/visunavi/status/1530031097471729664/photo/1
[1] https://www.bea-net.com/liveinformation/archive/2021/2103direngrey.html
[1] https://twitter.com/visunavi/status/1375666419900145672/photo/1
[1] https://www.tohostage.com/littlewomen/index.html
[1] https://fukuoka-civichall.jp/event/%e3%83%aa%e3%83%88%e3%83%ab-%e3%82%a6%e3%82%a3%e3%83%a1%e3%83%b3%e8%8b%a5%e8%8d%89%e7%89%a9%e8%aa%9e

Top URLs in Tweet in G6:
[60] http://yamaguchi-civichall.com/street-piano
[32] https://twitter.com/kaatjp/status/1577901467129634816/photo/1
[14] http://yamaguchi-civichall.com/archives/3716
[9] https://twitter.com/yama_civichall/status/1345983601301618689/photo/1
[9] https://radiko.jp/#!/ts/FMY/20220714154200
[9] http://yamaguchi-civichall.com/archives/event/%e3%83%9f%e3%83%a5%e3%83%bc%e3%82%b8%e3%82%ab%e3%83%ab%e3%80%8c%e5%a4%9c%e3%81%ae%e5%a5%b3%e3%81%9f%e3%81%a1%e3%80%8d
[8] https://twitter.com/yama_civichall/status/1386482252964458498/photo/1
[8] https://twitter.com/yama_civichall/status/1343466847908241408/photo/1
[8] https://twitter.com/yama_civichall/status/1585057945884430337/photo/1
[7] https://www.fmy.co.jp/

Top URLs in Tweet in G7:
[15] https://www.eventbrite.com/e/digital-void-salon-series-digital-disinformation-in-an-election-year-tickets-90525886363
[8] https://www.eventbrite.com/e/election-security-in-2020-threats-strategies-solutions-tickets-79849886159
[7] https://www.eventbrite.com/e/what-comes-next-a-live-virtual-salon-with-michael-dantonio-tickets-127225718549
[4] https://www.eventbrite.com/e/civic-hall-and-digital-void-present-meme-literacies-workshop-tickets-106245952504
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Fstacks-newyork%2Fevents%2F267988999
[3] https://twitter.com/DataKind/status/1234653110645198853/photo/1
[2] https://www.eventbrite.com/e/civic-hall-and-digital-void-present-meme-literacies-workshop-pt-2-tickets-112863515814
[2] https://www.eventbrite.com/e/civic-hall-digital-void-present-political-influencer-tickets-116686537575
[2] https://www.eventbrite.com/e/digital-void-salon-series-the-streaming-wars-tickets-94316100997
[2] https://twitter.com/DataKind/status/1234618330968993793/photo/1

Top URLs in Tweet in G8:
[2] https://link.medium.com/0Lnf5aRZn7
[2] https://link.medium.com/jLeJWBS2H1
[2] https://link.medium.com/L7O2wjkBk7
[2] https://link.medium.com/tZfNvhYROfb
[1] https://www.nydailynews.com/opinion/ny-edit-shutter-islands-20200312-lpcchseva5gg7e77iwv5mp5zn4-story.html
[1] https://nypost.com/2020/08/06/urbanspace-to-bring-new-life-to-nycs-union-square-amid-covid-19/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[1] https://twitter.com/nypost/status/1291564659988889600/photo/1
[1] https://link.medium.com/SdYV7XLVJcb
[1] https://link.medium.com/Z3f3vkHy12
[1] https://link.medium.com/odn1dp1dP6

Top URLs in Tweet in G9:
[4] https://twitter.com/CivicHive/status/1273605525511581700/photo/1
[4] https://twitter.com/CivicHive/status/1215614686131113986/photo/1
[1] https://www.facebook.com/budgitng/videos/1107142069657624/
[1] https://twitter.com/CivicHive/status/1191685142420611072/photo/1
[1] https://docs.google.com/forms/d/e/1FAIpQLSdEWdFqeZ8gMWrMmDzCJWmFabG_mvZFAChBlqSV6HW-EuwhQg/viewform
[1] https://twitter.com/CivicHive/status/1238051616315576320/photo/1
[1] https://twitter.com/CivicHive/status/1265981908841836546/photo/1
[1] http://bit.ly/cc4csos
[1] https://twitter.com/CivicHive/status/1265619601720778753/photo/1
[1] https://twitter.com/CivicHive/status/1209726114756730880/photo/1

Top URLs in Tweet in G10:
[2] https://twitter.com/WernerT_Man/status/1165921619715526656/photo/1
[1] https://twitter.com/joshalerner/status/1143295375794745344?s=19
[1] https://news.yale.edu/2018/07/24/yale-political-theorist-advises-french-lawmakers-inclusive-democracy
[1] https://ec.europa.eu/info/
[1] https://www.youtube.com/watch?v=5mMzb39jFQI

[1] https://www.irishtimes.com/culture/why-ireland-s-citizens-assembly-is-a-model-for-europe-1.2876808

Top Domains
Top Domains in Tweet in Entire Graph:
[1581] twitter.com
[573] civichall.org
[193] yamaguchi-civichall.com
[141] eventbrite.com
[130] co.jp
[100] fukuoka-civichall.jp
[93] shibukawa-civichall.com
[60] eplus.jp
[58] lg.jp
[49] izumo-zaidan.jp

Top Domains in Tweet in G1:
[408] twitter.com
[223] civichall.org
[59] eventbrite.com
[13] eepurl.com
[12] fedcapgroup.org
[10] google.com
[10] civictech.guide
[8] youtube.com
[8] cognizantusfoundation.org
[6] splashthat.com

Top Domains in Tweet in G2:
[184] civichall.org
[97] twitter.com
[28] eventbrite.com
[21] civictech.guide
[7] google.com
[7] youtube.com
[7] g0v.tw
[6] sli.do
[6] consulproject.org
[5] mysociety.org

Top Domains in Tweet in G3:
[432] twitter.com
[68] shibukawa-civichall.com
[59] eplus.jp
[55] lg.jp
[22] mypl.net
[7] agala.jp
[7] yamaguchi-civichall.com
[5] or.jp
[5] facebook.com
[4] instagram.com

Top Domains in Tweet in G4:
[76] civichall.org
[75] twitter.com
[36] fukuoka-civichall.jp
[12] yamaguchi-civichall.com
[9] izumo-zaidan.jp
[8] google.com
[6] shibukawa-civichall.com
[5] instagram.com
[5] co.uk
[5] pia.jp

Top Domains in Tweet in G5:
[60] yamaguchi-civichall.com
[5] twitter.com
[3] fukuoka-civichall.jp
[2] co.jp
[1] bea-net.com
[1] tohostage.com
[1] wagakkiband.com

Top Domains in Tweet in G6:
[193] twitter.com
[97] yamaguchi-civichall.com
[12] co.jp
[11] radiko.jp
[5] youtube.com
[3] oishi-kyushoku2-movie.com
[3] wixsite.com
[1] oishi-kyushoku.com
[1] zenkoubun.jp
[1] century-orchestra.jp

Top Domains in Tweet in G7:
[49] eventbrite.com
[12] twitter.com
[4] youtube.com
[3] meetup.com
[2] facebook.com
[2] civichall.org
[1] apple.com
[1] google.com
[1] spotify.com
[1] soundcloud.com

Top Domains in Tweet in G8:
[16] medium.com
[10] twitter.com
[1] nydailynews.com
[1] nypost.com
[1] policecost.us
[1] gothamist.com

Top Domains in Tweet in G9:
[19] twitter.com
[2] google.com
[2] civichive.org
[1] facebook.com
[1] bit.ly
[1] defendingdemocracyopengovhub.org

Top Domains in Tweet in G10:
[3] twitter.com
[1] yale.edu
[1] europa.eu
[1] youtube.com
[1] irishtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[502] 山口市民会館
[291] civictech
[186] civichall
[122] 有田市
[80] firstpost
[78] ストリートピアノ
[68] 飯森範親
[65] leeds
[64] 紀文ホール
[63] オーケストラ



Top Hashtags in Tweet in G1:
[140] civictech
[72] firstpost
[33] covid19
[25] icann
[25] americanresistance
[24] icymi
[16] tech
[15] intheloop
[14] apply
[14] civictechresponds

Top Hashtags in Tweet in G2:
[120] civictech
[44] civicpower
[22] tictec
[17] emtechpathways
[13] nationaldayofunplugging
[12] covid19
[11] icymi
[10] vtaiwan
[9] civictechresponds
[8] newyorkcity

Top Hashtags in Tweet in G3:
[121] 有田市
[63] 紀文ホール
[44] 金子三勇士
[24] ピアノ
[18] 大阪交響楽団
[17] コンサート
[15] こどもオペラ
[15] 映画会
[15] 飯森範親
[14] 和歌山県

Top Hashtags in Tweet in G4:
[43] civichall
[7] leeds
[5] 福岡市民会館
[5] jan18th
[4] tech
[4] welcometodubai
[3] civictech
[3] westyorkshire
[3] yorkshire
[3] millenniumsquare

Top Hashtags in Tweet in G5:
[206] 山口市民会館
[8] ソーホーシンダーズ
[1] soho_cinders_jp
[1] 松岡充
[1] thegazette
[1] direngrey
[1] 和楽器バンド

Top Hashtags in Tweet in G6:
[295] 山口市民会館
[78] ストリートピアノ
[61] オーケストラ
[59] 新世界
[53] 飯森範親
[52] 日本センチュリー交響楽団
[52] 神尾真由子
[52] アートキャラバン
[28] 落語
[23] 金沢ジャズストリート

Top Hashtags in Tweet in G7:
[13] civichall
[9] nyc
[8] nycopendataweek
[7] election
[7] apply
[6] disinformation
[4] blockstackers
[4] elections
[4] medialiteracy
[4] digcit

Top Hashtags in Tweet in G8:
[6] 5g
[5] verizon
[5] netneutrality
[4] 5gbuiltright
[4] fiber
[4] att
[4] internet
[3] at
[3] wireless
[2] prepaid

Top Hashtags in Tweet in G9:
[9] civictech
[2] lgalert
[1] account4covid
[1] civichivemediafellowship
[1] merrychristmas
[1] membermonday
[1] apply
[1] coworking
[1] covid
[1] opennass

Top Hashtags in Tweet in G10:
[1] futureofeurope
[1] democracybeyondelections

Top Words
Top Words in Tweet in Entire Graph:
[1639] civichall
[960] 日
[670] arida_civichall
[533] lt
[530] gt
[434] 00
[433] 30
[426] #山口市民会館
[425] 11
[363] civic

Top Words in Tweet in G1:
[767] civichall
[172] tech
[163] join
[146] civic
[137] #civictech
[135] more
[103] honda
[94] nyc
[90] world
[79] news

Top Words in Tweet in G2:
[387] civichall
[146] mlsif
[142] mstem
[119] #civictech
[116] civic
[100] tech
[83] civicist
[81] join
[76] engagement
[75] democracy

Top Words in Tweet in G3:
[669] arida_civichall
[626] 日
[527] lt
[509] gt
[236] 土
[234] 00
[202] 13
[183] 30
[172] 約120分
[165] 12

Top Words in Tweet in G4:
[43] #civichall
[34] civic
[27] tech
[21] hall
[15] civicist
[14] 福岡市民会館
[12] 00
[12] next
[10] generation
[10] civichall

Top Words in Tweet in G5:
[215] 大ホール
[207] 00開演
[206] 16
[206] 日
[206] #山口市民会館
[200] 11
[147] ステージに立てる事を感謝しに
[147] 久しぶりに帰って来れた山口で
[147] 感謝を作品で伝える所存です
[147] 松岡家は山口の出身です

Top Words in Tweet in G6:
[305] yama_civichall
[219] #山口市民会館
[150] 山口市民会館
[83] 日
[81] 良い席はお早めにお買い求めください
[78] #ストリートピアノ
[76] チケット好評発売中です
[72] ストリートピアノを設置しました
[72] 詳細は下記リンク先にてご確認ください
[72] 利用できる日時等

Top Words in Tweet in G7:
[125] civichall
[52] join
[48] digivoidmedia
[46] newanddigital
[39] digital
[36] nyc
[32] election
[25] salon
[25] pm
[24] issielapowsky

Top Words in Tweet in G8:
[20] civichall
[11] verizon
[8] brucekushnick
[7] nyccouncil
[7] ny
[7] verge
[6] nypirg
[6] #5g
[6] nytm
[6] nydailynews

Top Words in Tweet in G9:
[49] civichive
[44] civichall
[41] opengovhub
[27] segalink
[27] obyezeks
[27] budgitng
[26] channelstv
[22] accountlab
[17] make
[15] thank

Top Words in Tweet in G10:
[12] caldwelllouise
[8] ajwillshire
[8] dfarrell_ucd
[8] oliverescobar
[8] buergerrat_de
[8] alanjrenwick
[8] kiernanmargaret
[8] volker_straub
[6] landemore
[6] julie4nw

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[359] arida_civichall,lt
[215] #山口市民会館,大ホール
[208] 11,日
[207] 日,16
[207] 00開演,#山口市民会館
[207] 16,00開演
[147] ステージに立てる事を感謝しに,先祖のお墓参りをしてきました
[147] 先祖のお墓参りをしてきました,やっと来れた山口
[147] 松岡家は山口の出身です,久しぶりに帰って来れた山口で
[147] 感謝を作品で伝える所存です,11

Top Word Pairs in Tweet in G1:
[71] civichall,honda
[63] #civictech,world
[62] digest,news
[61] #firstpost,digest
[61] news,analysis
[57] analysis,#civictech
[54] civic,hall
[48] much,more
[42] edition,#firstpost
[42] more,latest

Top Word Pairs in Tweet in G2:
[47] engagement,platforms
[42] civic,tech
[42] next,generation
[39] generation,engagement
[38] mlsif,mstem
[31] public,interest
[30] mstem,civichall
[26] mlsif,civichall
[24] mstem,civicist
[20] platforms,useful

Top Word Pairs in Tweet in G3:
[359] arida_civichall,lt
[118] 日,開場
[111] gt,日時
[91] 金子三勇士ピアノ,トークリサイタル
[90] 26,日
[86] 13,30
[75] 入場無料,要整理券
[74] 開場,13
[71] 大阪交響楽団特別演奏会,紀文ホール名曲セレクション
[70] 紀文ホール名曲セレクション,gt

Top Word Pairs in Tweet in G4:
[21] civic,hall
[10] next,generation
[8] civic,tech
[7] campaign,tech
[7] covid,19
[5] time,next
[5] tech,keeps
[5] mutual,aid
[5] ご利用方法について,福岡市民会館
[5] keeps,failing

Top Word Pairs in Tweet in G5:
[206] 16,00開演
[206] 日,16
[206] 00開演,#山口市民会館
[206] #山口市民会館,大ホール
[200] 11,日
[147] ステージに立てる事を感謝しに,先祖のお墓参りをしてきました
[147] 先祖代々,松岡家は山口の出身です
[147] 久しぶりに帰って来れた山口で,ステージに立てる事を感謝しに
[147] 松岡家は山口の出身です,久しぶりに帰って来れた山口で
[147] やっと来れた山口,感謝を作品で伝える所存です

Top Word Pairs in Tweet in G6:
[78] #山口市民会館,#ストリートピアノ
[72] ストリートピアノを設置しました,利用できる日時等
[72] 利用できる日時等,詳細は下記リンク先にてご確認ください
[72] 詳細は下記リンク先にてご確認ください,#山口市民会館
[67] 良い席はお早めにお買い求めください,#山口市民会館
[67] チケット好評発売中です,良い席はお早めにお買い求めください
[59] 日本センチュリー交響楽団,山口市特別演奏会
[59] #オーケストラ,#新世界
[58] 劇場版,おいしい給食
[52] #神尾真由子,#アートキャラバン

Top Word Pairs in Tweet in G7:
[19] dr,jamie
[18] jamie,cohen
[18] cohen,newanddigital
[17] disinformation,election
[16] digital,disinformation
[15] election,year
[15] 00,pm
[13] newanddigital,civichall
[11] civichall,helping
[11] bkcharvard,datasociety

Top Word Pairs in Tweet in G8:
[4] verge,civichall
[4] #att,#internet
[4] #fiber,#verizon
[4] nyccouncil,nychange
[4] isocny,isocdc
[4] #5g,#5gbuiltright
[4] civichall,nydailynews
[4] #internet,nyccouncil
[4] nychange,verge
[4] #5gbuiltright,#netneutrality

Top Word Pairs in Tweet in G9:
[23] civichall,opengovhub
[18] channelstv,segalink
[13] year,ahead
[13] rounding,2019
[13] ahead,thank
[13] impacts,year
[13] funders,partners
[13] 2019,dream
[13] make,greater
[13] civichive,budgitng

Top Word Pairs in Tweet in G10:
[8] buergerrat_de,dfarrell_ucd
[8] volker_straub,buergerrat_de
[8] dfarrell_ucd,kiernanmargaret
[8] oliverescobar,ajwillshire
[8] caldwelllouise,oliverescobar
[8] ajwillshire,alanjrenwick
[8] kiernanmargaret,caldwelllouise
[5] alanjrenwick,gr
[5] civichall,pbproject
[5] claudiachwalisz,landemore

Top Replied-To
Top Replied-To in Entire Graph:
@civichall
@civichive
@mlsif
@arida_civichall
@yama_civichall
@j0e_m
@iamianami
@schock
@paulaforteza

Top Replied-To in G1:
@civichall
@mlsif
@rletada
@pikittakbo
@rushkoff
@nyc_cto
@mrtomocon
@bridges_nyc
@blkinengineerng
@steiny

Top Replied-To in G2:
@civichall
@mlsif
@j0e_m
@iamianami
@schock
@bridgetownrep
@colinmegill
@metasoarous
@robkitchin

Top Replied-To in G3:
@arida_civichall
@polzka1810
@miyujik
@yama_civichall
@ein_m610
@otani_saaan
@bunbunakarin

Top Replied-To in G4:
@civichall

Top Replied-To in G6:
@yama_civichall
@takanamiyamoto
@wakabayashi_pd
@fumi_bj
@fumiewada
@mamechobi
@chen_shuli
@callmemito

Top Replied-To in G7:
@issielapowsky
@civichall
@jigolden
@mlsif
@kuziemsky
@yaeleisenstat
@digivoidmedia

Top Replied-To in G8:
@nydailynews
@kanarinka
@donk_enby

Top Replied-To in G9:
@civichive
@ajikeadesokan
@ayemojubar
@glorious2345
@calebsrh
@bodasheeee
@motofe
@moadanu
@ajalatravel07

Top Replied-To in G10:
@volker_straub
@michaelahuber11
@anita_fogler

Top Mentioned
Top Mentioned in Entire Graph:
@civichall
@arida_civichall
@yama_civichall
@mlsif
@mstem
@mitsurumatsuoka
@bossy_sing
@gunkyo_official
@civicist
@civictechguide

Top Mentioned in G1:
@civichall
@mlsif
@rasiej
@joanwalsh
@nytechalliance
@fisher_danar
@icann
@hraadvisors
@technyc
@unionsquareny

Top Mentioned in G2:
@civichall
@mstem
@mlsif
@civicist
@civictechguide
@decidim_org
@hrgilman
@schock
@ksabeelrahman
@arthursmid

Top Mentioned in G3:
@arida_civichall
@gunkyo_official
@miyujik
@shibukawafd_jp
@pr_scwe
@osakakyofficial
@schott_tokyo
@youtube
@gunmachan_cal

Top Mentioned in G4:
@y_sinobu
@theafricamentor
@okashimin1963

Top Mentioned in G5:
@mitsurumatsuoka
@soho_cinders_jp
@visunavi
@bibi0520
@skknr
@wagakkiband

Top Mentioned in G6:
@yama_civichall
@hazamamihojapan
@fenice_sacay
@kaatjp
@cozfmy
@junko_yagami
@kandakyoko
@gogo_artcaravan

Top Mentioned in G7:
@civichall
@digivoidmedia
@newanddigital
@issielapowsky
@alltechishuman
@bkcharvard
@datasociety
@mbdantonio
@voatz
@theatlantic

Top Mentioned in G8:
@civichall
@brucekushnick
@verge
@nyccouncil
@nypirg
@2600
@consumerfed
@nyc_cto
@public_citizen

Top Mentioned in G9:
@civichall
@opengovhub
@budgitng
@segalink
@obyezeks
@channelstv
@accountlab
@civichive
@seunonigbinde
@fisayosoyombo

Top Mentioned in G10:
@caldwelllouise
@buergerrat_de
@dfarrell_ucd
@kiernanmargaret
@oliverescobar
@ajwillshire
@alanjrenwick
@wernert_man
@volker_straub

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@filafresh
@cybersec_feeds
@takecchismt
@stigmabaseo
@s9tmt
@kareikitchen
@joni_looking
@dancas2
@business

Top Tweeters in G1:
@kimvie
@ml_tweet_bot
@analyticaglobal
@newsfrombw
@nomoreslaves
@forbes
@wsj
@heroesofmine
@johnlaprise
@kefish

Top Tweeters in G2:
@joni_looking
@tigerbeat
@santchiweb
@dwatchnews
@ginademiranda2
@buzzfeed
@ralphscenic
@lesoir
@npr
@digiphile

Top Tweeters in G3:
@takecchismt
@kareikitchen
@nag1saka
@paku
@osamukana
@uota_aman
@temarineko
@pon_taro111
@kagerou2011
@rimicyan

Top Tweeters in G4:
@filafresh
@stigmabaseo
@dancas2
@kazu_turbo
@starpopcandy
@eagerbeavertech
@goguynet
@_guchiai
@200aoba
@usikubiog

Top Tweeters in G5:
@mark_n_sophia
@airi_n28
@aloeclogue
@abe_family_bot
@yu_yu121
@kuronekoshower
@kazumusic527412
@junjun0122
@kan21168060
@saoryxxx1

Top Tweeters in G6:
@yutakama
@yabattfit1962
@minzokunokai1
@tw7191
@araki164
@shigerootbeer
@22kyasarin
@blackcow80
@spuunnrrs6kv02e
@samasblue

Top Tweeters in G7:
@cybersec_feeds
@cnn
@kalex254
@owiraowira
@theatlantic
@buzzfeednews
@acarvin
@kenyanpundit
@mcmahonbon
@onlinecrslady

Top Tweeters in G8:
@nypost
@variety
@nydailynews
@huffpostpol
@mediapost
@verge
@att
@njdotcom
@google
@huffpostent

Top Tweeters in G9:
@mobilepunch
@segalink
@premiumtimesng
@kagemartinz
@thenationnews
@guardiannigeria
@larikenic
@thecableng
@ayemojubar
@akintonmide

Top Tweeters in G10:
@csibike1
@lunaperla
@tagesschau
@aurorablogspot
@emmyzen
@anita_fogler
@andrewatter
@andrea95115861
@stellacreasy
@mikegalsworthy