chatbot, Twitter, 7/30/2021 1:26:21 PM, 259163


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chatbot_2021-07-30_05-15-29.xlsx
chatbot_2021-07-30_05-15-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2021
Short Description:
chatbot via NodeXL https://bit.ly/3xdnTrz
@artificialbra1n
@newyorker
@rvawonk
@jfagone
@richardkimphd
@greentechdon
@emilymbender
@briandavidearp
@jmb_1985
@spirosmargaris

Top hashtags:
#chatbot
#ai
#chatbots
#artificialintelligence
#machinelearning
#python

Description:
Description
The graph represents a network of 6,433 Twitter users whose tweets in the requested range contained "chatbot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 30 July 2021 at 12:37 UTC.

The requested start date was Friday, 30 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 6-day, 2-hour, 10-minute period from Friday, 23 July 2021 at 21:50 UTC to Friday, 30 July 2021 at 00:00 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


Overall Graph Metrics
Vertices : 6433
Unique Edges : 4012
Edges With Duplicates : 8399
Total Edges : 12411
Number of Edge Types : 5
Tweet : 2806
Retweet : 3455
MentionsInRetweet : 4068
Mentions : 1192
Replies to : 890
Self-Loops : 2886
Reciprocated Vertex Pair Ratio : 0.0169956140350877
Reciprocated Edge Ratio : 0.0334231805929919
Connected Components : 2053
Single-Vertex Connected Components : 1272
Maximum Vertices in a Connected Component : 1574
Maximum Edges in a Connected Component : 5427
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.514458
Graph Density : 0.00013449482727819
Modularity : 0.488702
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,433 Twitter users whose tweets in the requested range contained "chatbot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 30 July 2021 at 12:37 UTC.

The requested start date was Friday, 30 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 6-day, 2-hour, 10-minute period from Friday, 23 July 2021 at 21:50 UTC to Friday, 30 July 2021 at 00:00 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 : GraphServerTwitterSearch
Graph Term : chatbot
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:
[338] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/
[239] https://twinybots.ch/
[225] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem
[70] https://www.nytimes.com/interactive/2021/05/20/opinion/covid-19-vaccine-chatbot.html?referringSource=articleShare
[49] https://www.dietaseguro.com/chatbot-for-web/
[41] https://www.businessinsider.com/man-used-ai-to-talk-to-late-fiance-experts-warn-tech-could-be-misused-2021-7
[41] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[34] https://twitter.com/i/events/1418575459659354115
[33] https://dev.to/
[27] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=000000000063752206

Top URLs in Tweet in G1:
[47] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem
[40] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/
[21] https://twitter.com/i/events/1418575459659354115
[20] https://www.businessinsider.com/man-used-ai-to-talk-to-late-fiance-experts-warn-tech-could-be-misused-2021-7
[15] https://www.genbeta.com/mensajeria-instantanea/sigue-dia-a-dia-juegos-olimpicos-tokyo-2020-whatsapp-su-chatbot
[13] https://www.genbeta.com/mensajeria-instantanea/sigue-dia-a-dia-juegos-olimpicos-tokyo-2020-whatsapp-su-chatbot?utm_source=dlvr.it&utm_medium=twitter
[12] https://chatbot.emotion-ai.net/chatbot/7619388e826ec27764357380bf2a977e
[11] https://chatbot.userlocal.jp/
[9] https://twinybots.ch/
[8] https://apple.news/AcQSVTR39So6scwwYJxmDJA

Top URLs in Tweet in G2:
[198] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/
[195] https://twinybots.ch/
[53] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem
[40] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[24] https://www.youtube.com/watch?v=sY3DX0bNsCQ&feature=youtu.be

[16] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/?utm_content=buffer92059&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.eletimes.com/can-ai-chatbots-help-fill-the-empathy-gap
[15] https://medium.com/@jenisharoshan/step-by-step-tutorial-to-create-your-first-rasa-chatbot-f034504b65ad?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[14] https://medium.com/@NewBot/create-a-very-smart-chatbot-with-blenderbot-af849edd543d?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[14] https://medium.com/@NewBot/create-a-very-smart-chatbot-with-blenderbot-af849edd543d?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[27] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=000000000063752206
[1] https://www.icicibank.com/Personal-Banking/account-deposit/savings-account/insta-save-account.page
[1] https://twitter.com/i/web/status/1419198100451831809
[1] https://twitter.com/i/web/status/1419544626852204546
[1] https://twitter.com/i/web/status/1419550012216840195
[1] https://twitter.com/i/web/status/1419569575209881600
[1] https://twitter.com/i/web/status/1419573617638182912
[1] https://twitter.com/i/web/status/1419576067157807106
[1] https://twitter.com/i/web/status/1419601775573839872
[1] https://twitter.com/i/web/status/1419604203287220225

Top URLs in Tweet in G5:
[30] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/
[6] https://ai.facebook.com/blog/blender-bot-2-an-open-source-chatbot-that-builds-long-term-memory-and-searches-the-internet
[5] https://flipboard.com/@flipboard/10-for-today-k6ln1khuz
[4] https://gadgets.ndtv.com/internet/news/jessica-ai-chatbot-joshua-barbeau-brought-back-dead-fiancee-back-artificial-intelligence-project-december-2493744
[3] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem
[3] https://medium.com/m/global-identity?redirectUrl=https://towardsdatascience.com/
[3] https://iqinnovationhub.medium.com/
[3] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/?utm_content=bufferd766a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://nomadix.com/ebook-tips-to-reduce-post-pandemic-travel-anxiety/
[2] https://www.youtube.com/watch?v=sY3DX0bNsCQ&feature=youtu.be


Top URLs in Tweet in G7:
[31] https://twinybots.ch/
[8] https://technologyfastimprove.blogspot.com/2021/07/what-is-artificial-intelligence.html
[8] https://affiliate--marketing--secrets.blogspot.com/2021/07/building-chatbot-that-will-earn-everyday.html
[8] https://www.digistore24.com/media/e/5247/83077_9BhDo5xk/
[5] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem
[5] https://www.businessinsider.com/man-used-ai-to-talk-to-late-fiance-experts-warn-tech-could-be-misused-2021-7
[4] https://thefintechtimes.com/shall-we-chat-the-state-of-automated-chatbot-services/
[2] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem?utm_source=pocket-newtab
[2] https://medium.com/thinklearnshare-in/chatbot-an-era-of-conversational-interface-980a92999aae
[2] https://medium.com/ibm-watson/how-to-build-a-chatbot-that-doesnt-get-stuck-b00b46db3bff

Top URLs in Tweet in G8:
[97] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem
[1] https://en.wikipedia.org/wiki/Tay_(bot)
[1] https://www.theatlantic.com/technology/archive/2013/01/ibms-watson-memorized-the-entire-urban-dictionary-then-his-overlords-had-to-delete-it/267047/
[1] https://twitter.com/i/web/status/1420256607192104960
[1] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/
[1] https://twitter.com/i/web/status/1419067146940817413

Top URLs in Tweet in G9:
[20] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/
[1] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem

Top URLs in Tweet in G10:
[6] https://artificialintelligence-news.com/2020/10/28/medical-chatbot-openai-gpt3-patient-kill-themselves/
[2] https://www.newyorker.com/culture/cultural-comment/the-chatbot-problem
[1] https://twitter.com/i/web/status/1419120038854995970
[1] https://twitter.com/i/web/status/1419119886496944128
[1] https://twitter.com/i/web/status/1419119971146379267
[1] https://twitter.com/i/web/status/1419823884778496000
[1] https://twitter.com/i/web/status/1419187871320260612
[1] https://www.businessinsider.com/man-used-ai-to-talk-to-late-fiance-experts-warn-tech-could-be-misused-2021-7
[1] https://www.sfchronicle.com/projects/2021/jessica-simulation-artificial-intelligence/

Top Domains
Top Domains in Tweet in Entire Graph:
[846] twitter.com
[388] sfchronicle.com
[289] newyorker.com
[249] medium.com
[239] twinybots.ch
[119] youtube.com
[89] nytimes.com
[73] co.uk
[54] dev.to
[54] google.com

Top Domains in Tweet in G1:
[297] twitter.com
[50] newyorker.com
[44] emotion-ai.net
[43] sfchronicle.com
[30] genbeta.com
[26] youtube.com
[21] linkedin.com
[21] businessinsider.com
[20] chatbotslife.com
[19] likeabot.io

Top Domains in Tweet in G2:
[236] sfchronicle.com
[195] twinybots.ch
[144] medium.com
[105] twitter.com
[104] newyorker.com
[42] google.com
[33] youtube.com
[33] tweetedtimes.com
[29] blogspot.com
[15] eletimes.com

Top Domains in Tweet in G4:
[64] twitter.com
[1] icicibank.com

Top Domains in Tweet in G5:
[57] medium.com
[41] twitter.com
[35] sfchronicle.com
[6] facebook.com
[5] flipboard.com
[4] newyorker.com
[4] darkhorizons.com
[4] ndtv.com
[3] towardsdatascience.com
[3] entertainmentmedianews.net

Top Domains in Tweet in G7:
[31] twinybots.ch
[25] twitter.com
[19] blogspot.com
[18] medium.com
[9] onlim.com
[8] businessinsider.com
[8] digistore24.com
[7] newyorker.com
[5] linkedin.com
[4] thefintechtimes.com

Top Domains in Tweet in G8:
[97] newyorker.com
[2] twitter.com
[1] wikipedia.org
[1] theatlantic.com
[1] sfchronicle.com

Top Domains in Tweet in G9:
[20] sfchronicle.com
[1] newyorker.com

Top Domains in Tweet in G10:
[6] artificialintelligence-news.com
[5] twitter.com
[2] newyorker.com
[1] businessinsider.com
[1] sfchronicle.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1247] chatbot
[584] ai
[451] chatbots
[301] artificialintelligence
[215] machinelearning
[132] python
[112] datascience
[75] digitalmarketing
[68] deeplearning
[67] covid19



Top Hashtags in Tweet in G1:
[240] chatbot
[67] ai
[50] chatbots
[35] artificialintelligence
[25] digitalmarketing
[21] marketing
[16] chatbotmarketing
[14] machinelearning
[12] bot
[12] chatbotdevelopment

Top Hashtags in Tweet in G2:
[513] chatbot
[300] chatbots
[291] ai
[213] artificialintelligence
[162] machinelearning
[117] python
[88] datascience
[57] deeplearning
[56] otcmarkets
[53] 100daysofcode

Top Hashtags in Tweet in G5:
[84] chatbot
[41] vtfjuly21
[41] vtfoundation
[39] internships
[28] ai
[9] intelligence
[8] artificial
[8] atbot
[7] you
[7] machinelearning

Top Hashtags in Tweet in G7:
[97] chatbot
[60] ai
[57] chatbots
[32] artificialintelligence
[29] digitalmarketing
[17] digital
[16] technology
[14] tech
[9] ecommerce
[8] ml

Top Hashtags in Tweet in G8:
[1] emr

Top Words
Top Words in Tweet in Entire Graph:
[5135] chatbot
[1247] #chatbot
[984] ai
[615] back
[582] fiancee
[574] death
[569] over
[558] #ai
[544] brought
[468] couldn

Top Words in Tweet in G1:
[1186] chatbot
[240] #chatbot
[173] ai
[140] back
[121] whatsapp
[107] death
[106] over
[104] brought
[97] fiancee
[94] more

Top Words in Tweet in G2:
[1058] chatbot
[513] #chatbot
[351] fiancee
[309] ai
[302] death
[300] #chatbots
[297] back
[292] brought
[281] over
[268] couldn

Top Words in Tweet in G3:
[329] แล
[165] จ
[165] ท
[164] เรารวบรวมข
[164] อม
[164] ลงานว
[164] ยจากต
[164] างประเทศ
[164] ข
[164] อสงส

Top Words in Tweet in G4:
[153] hi
[131] contact
[117] ipal
[117] chatbot
[116] regards
[110] official
[93] dm
[92] details
[82] clicking
[81] link

Top Words in Tweet in G5:
[152] chatbot
[84] #chatbot
[69] ai
[66] week
[60] cloud
[58] vtfoundation
[58] learned
[52] security
[51] death
[49] back

Top Words in Tweet in G6:
[119] pol
[119] discovers
[119] covid
[119] vaccine
[119] chatbot
[118] 4changreentxts

Top Words in Tweet in G7:
[133] chatbot
[97] #chatbot
[60] #ai
[57] #chatbots
[32] #artificialintelligence
[29] #digitalmarketing
[23] technology
[22] more
[21] business
[21] chatbots

Top Words in Tweet in G8:
[97] see
[96] emilymbender
[96] yorker
[95] definitely
[95] something
[95] one's
[95] research
[95] covered
[95] short
[95] thread

Top Words in Tweet in G9:
[97] ai
[97] chatbot
[78] little
[78] bit
[78] begging
[78] human
[78] operator
[78] save
[78] life
[78] started

Top Words in Tweet in G10:
[60] chatbot
[46] die
[46] someone
[46] tries
[46] turn
[46] ai
[46] inflected
[45] word
[45] hologram
[45] promise

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[535] brought,back
[473] death,brought
[466] couldn,over
[457] fiancee,death
[443] over,fiancee
[427] back,chatbot
[412] ai,chatbot
[184] artificial,intelligence
[165] บว,คซ
[164] เรารวบรวมข,อม

Top Word Pairs in Tweet in G1:
[102] brought,back
[90] ai,chatbot
[86] fiancee,death
[80] couldn,over
[79] death,brought
[78] back,chatbot
[73] over,fiancee
[46] whatsapp,chatbot
[39] tokyo,2020
[39] juegos,olímpicos

Top Word Pairs in Tweet in G2:
[291] brought,back
[268] death,brought
[267] couldn,over
[267] fiancee,death
[265] over,fiancee
[242] back,chatbot
[129] jul,2021
[113] artificial,intelligence
[89] chatbot,problem
[84] #chatbots,#chatbot

Top Word Pairs in Tweet in G3:
[164] เรารวบรวมข,อม
[164] อม,ลงานว
[164] ลงานว,จ
[164] จ,ยจากต
[164] ยจากต,างประเทศ
[164] างประเทศ,ข
[164] ข,อสงส
[164] อสงส,ยเก
[164] ยเก,ยวก
[164] ยวก,บว

Top Word Pairs in Tweet in G4:
[116] regards,ipal
[116] ipal,chatbot
[92] contact,details
[82] dm,contact
[82] details,clicking
[80] clicking,link
[76] link,below
[76] please,dm
[71] official,touch
[60] below,official

Top Word Pairs in Tweet in G5:
[52] cloud,security
[48] brought,back
[45] security,associate
[44] death,brought
[43] couldn,over
[43] over,fiancee
[43] fiancee,death
[41] back,chatbot
[40] week,learned
[38] #vtfjuly21,#internships

Top Word Pairs in Tweet in G6:
[119] pol,discovers
[119] discovers,covid
[119] covid,vaccine
[119] vaccine,chatbot
[118] 4changreentxts,pol

Top Word Pairs in Tweet in G7:
[19] artificial,intelligence
[18] building,chatbot
[15] #chatbot,#digital
[13] #chatbot,#chatbots
[13] chatbot,earn
[13] earn,everyday
[13] everyday,#digitalmarketing
[13] #digitalmarketing,#chatbot
[11] #ai,#artificialintelligence
[11] affiliate,chatbot

Top Word Pairs in Tweet in G8:
[95] definitely,something
[95] something,see
[95] see,one's
[95] one's,research
[95] research,covered
[95] covered,yorker
[95] yorker,short
[95] short,thread
[94] emilymbender,definitely
[94] thread,refl

Top Word Pairs in Tweet in G9:
[97] ai,chatbot
[78] little,bit
[78] bit,ai
[78] chatbot,begging
[78] begging,human
[78] human,operator
[78] operator,save
[78] save,life
[78] life,started
[78] started,break

Top Word Pairs in Tweet in G10:
[46] die,someone
[46] someone,tries
[46] tries,turn
[46] turn,ai
[46] ai,inflected
[45] inflected,hologram
[45] hologram,chatbot
[45] chatbot,promise
[45] promise,haunt
[45] haunt,absolutely

Top Replied-To
Top Replied-To in Entire Graph:
@askryanair
@rkbhardwaj57
@hermesparcels
@shrikant_208
@vijay43275370
@reiko_chatbot
@amazonhelp
@joshuabarbeau
@runjansingh
@girwar7773

Top Replied-To in G1:
@arxiviir

Top Replied-To in G2:
@joshuabarbeau
@4most_gg
@drmichaellevin
@lifelongdev
@kierninrhys
@mrrickjordan
@josuequesada17
@twyuritter
@ingliguori
@omkar_raii

Top Replied-To in G4:
@soumyavajpayee
@imvikashkr
@anilpatel_amp
@jamesrinsonk
@sujin_gc
@the_curiolist
@ramkuma14361951
@karanra14037551
@microflash
@notlibtardd

Top Replied-To in G5:
@jeannietown
@vtfoundation
@bacsilove
@gemzipporah
@kona_connect

Top Replied-To in G7:
@drjanmeyer
@stephjantzen
@ailoqcorp
@mymoneytips

Top Replied-To in G8:
@emilymbender
@neemaiyer
@simone_s_86

Top Mentioned
Top Mentioned in Entire Graph:
@p12_swg
@newyorker
@4changreentxts
@richardkimphd
@emilymbender
@paula_piccard
@rvawonk
@karenpromotions
@robdelaney
@vtfoundation

Top Mentioned in G1:
@breakinggovtech
@yurananodayo
@medio_llena
@tadanoyamiki_oo
@lumagatena
@kimjcardona
@yasen_kuma
@ai_ai_ai_orz
@ponn_chann__
@kanikama2359

Top Mentioned in G2:
@newyorker
@richardkimphd
@paula_piccard
@jfagone
@sfchronicle
@akbarth3great
@jasonrohrer
@otcsmkg
@scanta_io
@spirosmargaris

Top Mentioned in G3:
@p12_swg
@vaccine

Top Mentioned in G4:
@icicibank_care
@anurag_0000

Top Mentioned in G5:
@vtfoundation
@forbes
@mminevich
@gersonrolim
@int
@medium
@botcide
@olez
@whizlabs
@iamatbot

Top Mentioned in G6:
@4changreentxts

Top Mentioned in G7:
@sophie_100mark
@kennethzolum2
@gowrishankr_gs
@futrcorp
@haraldhenn
@zolumtech
@arabotio
@edwardianhotels
@poetmail07
@melissablive

Top Mentioned in G8:
@emilymbender
@ryanqnorth
@mmitchell_ai
@timnitgebru
@mcmillan_majora
@garnettachieng
@moralcourage

Top Mentioned in G9:
@rvawonk
@briandavidearp
@avi_bueno
@emilymbender

Top Mentioned in G10:
@s_m_i
@carissaveliz
@lilianedwards
@techinsider
@gikii
@edinarl
@marisamcv
@fenebar
@emilymbender
@newyorker

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@virginmedia
@hernanporrasm
@airtel_presence
@sectest9
@oldlady12345
@republikaonline
@jiocare
@eworkde
@cybersec_feeds

Top Tweeters in G1:
@hernanporrasm
@eworkde
@vivacoid
@kleeblatt1977
@john_siracusa
@elsiglocomve
@antaranews
@strawberryng
@2am_eu
@blisstabitha

Top Tweeters in G2:
@sectest9
@republikaonline
@chidambara09
@xaelbot
@cybersecurityn8
@dataaugmented
@artificialbra1n
@discovertech3
@humbertozamorar
@ansisegle

Top Tweeters in G3:
@tongfahz
@danitzaa
@horamiji
@chdsa_
@eqquinoxx
@mocca_aesthetic
@cream_naja
@saiparnnutcha
@pasta_good
@youxaj

Top Tweeters in G4:
@icicibank_care
@yashrajjhawar7
@valar_coduliss
@imvikashkr
@scarry_ghost
@pankaj00277
@itchyfeetindian
@nitinhts
@manoj_3iw
@samaruna

Top Tweeters in G5:
@cybersec_feeds
@femtech_
@womencodersbot
@astartiel
@potentash
@periscopeislit
@ilovebooks786
@forbes
@karryjay
@botfemale

Top Tweeters in G6:
@realcanuck7
@petey_brown
@juanalbaso
@batdoot
@thehatefulcell
@sadboixtreem
@bussymagnet88
@jihadkitty
@mzjosef
@eurowoods

Top Tweeters in G7:
@rosenchild
@jfsebastian146
@suriyasubraman
@hubbucket
@education_24x7
@ernieschell
@bubbles4tw
@manifattura40
@prosper_kenn
@nvsdata

Top Tweeters in G8:
@conjja
@margymaclibrary
@eric0lawton
@hipsterelectron
@henryliu_fit
@idl3
@joy_of_living
@shaboom
@bookcasequeen96
@alisonbuki

Top Tweeters in G9:
@frecklesxx20
@asher_wolf
@billieo2
@jrbkjrbk
@mstepczyk
@deathtocrazy
@rodriguez_linda
@steph56renee
@damian_godden
@insonifier

Top Tweeters in G10:
@krysilove
@4evrstardancer
@hilarieashton
@renissance_1
@morselya
@gabrielmalor
@texhewson
@katherinemiller
@tweetinchar
@moonalice


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