chatbot, Twitter, 1/15/2021 3:15:33 PM, 245676


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chatbot_2021-01-15_05-30-40.xlsx
chatbot_2021-01-15_05-30-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2021
Short Description:
chatbot via NodeXL https://bit.ly/2LDzXk7
@koryodynasty
@wuju131
@discriminantbot
@guardian
@paulclone
@digitalmktnghub
@pawansomanchi
@kublaik22711323
@baezniye
@w_wbl

Top hashtags:
#chatbot
#ai
#chatbots
#bigdata
#machinelearning
#artificialintelligence
#ia

Description:
Description
The graph represents a network of 6,119 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, 15 January 2021 at 13:47 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 5-day, 8-hour, 49-minute period from Saturday, 09 January 2021 at 16:10 UTC to Friday, 15 January 2021 at 01:00 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 : 6119
Unique Edges : 3717
Edges With Duplicates : 8746
Total Edges : 12463
Number of Edge Types : 5
Tweet : 2896
Retweet : 3546
MentionsInRetweet : 4173
Mentions : 1017
Replies to : 831
Self-Loops : 2988
Reciprocated Vertex Pair Ratio : 0.015433841520798
Reciprocated Edge Ratio : 0.0303985171455051
Connected Components : 1921
Single-Vertex Connected Components : 1122
Maximum Vertices in a Connected Component : 1638
Maximum Edges in a Connected Component : 6008
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.555402
Graph Density : 0.000144112457187648
Modularity : 0.476354
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,119 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, 15 January 2021 at 13:47 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 5-day, 8-hour, 49-minute period from Saturday, 09 January 2021 at 16:10 UTC to Friday, 15 January 2021 at 01:00 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:
[402] https://twinybots.ch/
[171] https://www.theguardian.com/world/2021/jan/14/time-to-properly-socialise-hate-speech-ai-chatbot-pulled-from-facebook?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1610600886
[105] https://www.theguardian.com/world/2021/jan/14/time-to-properly-socialise-hate-speech-ai-chatbot-pulled-from-facebook
[59] http://botosynthesis.com/
[44] https://www.vice.com/id/article/akd4g5/chatbot-buatan-koreaselatan-luda-dimatikan-karena-rasis-dan-seksis?utm_source=viceidtw
[37] https://www.theguardian.com/world/2021/jan/14/time-to-properly-socialise-hate-speech-ai-chatbot-pulled-from-facebook?CMP=Share_iOSApp_Other
[36] https://freeonlinecoursesnet.blogspot.com/2020/05/deep-learning-and-nlp-z-how-to-create.html
[36] https://siecledigital.fr/2021/01/10/botstar-plateforme-creation-chatbot/
[34] https://www.popularmechanics.com/technology/robots/a35165370/microsoft-resurrects-the-dead-chatbots/
[32] https://www.coachmee.com/post/chatbot-marketing-step-by-step-how-to-sell-more-with-chatbots

Top URLs in Tweet in G1:
[68] https://www.theguardian.com/world/2021/jan/14/time-to-properly-socialise-hate-speech-ai-chatbot-pulled-from-facebook
[26] https://www.youtube.com/watch?v=NY89YmkhyzA&feature=youtu.be

[15] https://siecledigital.fr/2021/01/10/botstar-plateforme-creation-chatbot/?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.theguardian.com/world/2021/jan/14/time-to-properly-socialise-hate-speech-ai-chatbot-pulled-from-facebook?CMP=Share_iOSApp_Other
[12] https://siecledigital.fr/2021/01/10/botstar-plateforme-creation-chatbot/
[12] https://www.popularmechanics.com/technology/robots/a35165370/microsoft-resurrects-the-dead-chatbots/
[11] https://www.youtube.com/watch?v=trpkVE_lmhE&feature=youtu.be

[11] https://thenextweb.com/neural/2021/01/14/chatbot-shut-down-after-saying-it-really-hates-lesbians-and-using-racist-slurs/
[11] https://chatbot.emotion-ai.net/chatbot/7619388e826ec27764357380bf2a977e
[9] https://twinybots.ch/

Top URLs in Tweet in G2:
[388] https://twinybots.ch/
[58] http://botosynthesis.com/
[36] https://freeonlinecoursesnet.blogspot.com/2020/05/deep-learning-and-nlp-z-how-to-create.html
[26] https://mostreviewednet.blogspot.com/2020/03/deep-learning-and-nlp-z-how-to-create.html
[25] https://www.redbubble.com/i/t-shirt/chatbot-gift-by-MAXshop20/65731864.UGYPM
[25] https://www.coachmee.com/post/chatbot-marketing-step-by-step-how-to-sell-more-with-chatbots
[25] https://trial.smartengage.com/free-trial?fp_ref=mondo34
[24] https://medium.com/business-inside/ai-chatbot-development-services-companies-in-us-2020-9695a9412337
[23] https://www.coachmee.com/post/artificial-intelligence-a-modern-approach-to-marketing
[22] https://www.coachmee.com/post/signup-pages-that-convert

Top URLs in Tweet in G3:
[8] https://www.youtube.com/watch?v=opwpKL_wTAg&feature=youtu.be

[3] https://twitter.com/koryodynasty/status/1348251587198652425?s=19
[1] https://twitter.com/i/web/status/1348294318352605185
[1] https://twitter.com/i/web/status/1348298060707753984
[1] https://twitter.com/i/web/status/1348305765937803264
[1] https://twitter.com/i/web/status/1348313493120774151
[1] https://twitter.com/i/web/status/1348314654712348673
[1] https://twitter.com/i/web/status/1348664499927179265
[1] https://twitter.com/i/web/status/1348164000371134464
[1] https://twitter.com/i/web/status/1348297735535882242

Top URLs in Tweet in G4:
[156] https://www.theguardian.com/world/2021/jan/14/time-to-properly-socialise-hate-speech-ai-chatbot-pulled-from-facebook?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1610600886
[12] https://www.scmp.com/news/asia/east-asia/article/3117723/south-korean-firm-takes-down-lgbt-hating-chatbot-over-hate?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1610614160

Top URLs in Tweet in G5:
[28] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=000000000063752206
[1] https://twitter.com/i/web/status/1348900290435670016
[1] https://twitter.com/i/web/status/1348536445280145411
[1] https://twitter.com/i/web/status/1348140385563009026
[1] https://twitter.com/i/web/status/1348147451966926849
[1] https://twitter.com/i/web/status/1348167232958955520
[1] https://twitter.com/i/web/status/1348168681688281088
[1] https://twitter.com/i/web/status/1348172473301348352
[1] https://twitter.com/i/web/status/1348185727901827072
[1] https://twitter.com/i/web/status/1348185880251523072

Top URLs in Tweet in G6:
[12] http://www.koreaherald.com/view.php?ud=20210113000961
[5] http://www.koreaherald.com/view.php?ud=20210112000802
[5] https://luda.ai/
[3] http://www.koreaherald.com/view.php?ud=20210114001041
[3] https://en.yna.co.kr/view/AEN20210111009800325
[2] https://www.theverge.com/2016/3/24/11297050/tay-microsoft-chatbot-racist
[1] https://twitter.com/koryodynasty/status/1347845497147412481
[1] https://twitter.com/i/web/status/1347845497147412481
[1] https://twitter.com/i/web/status/1348166455796240386
[1] https://twitter.com/i/web/status/1348250897910964230

Top URLs in Tweet in G7:
[17] https://www.easiware.com/blog/enjeux-relation-client
[13] https://www.aitimejournal.com/@admond.lee/how-to-build-a-speech-recognition-bot-with-python
[12] https://medium.com/@venkat34.k/chatbot-apps-powered-by-artificial-intelligence-in-moblie-applications-ff7f1790491c
[8] https://www.cnews.fr/vie-numerique/2021-01-12/parcoursup-une-ia-veut-vous-aider-choisir-votre-orientation-1035198
[7] https://www.coachmee.com/post/chatbot-marketing-step-by-step-how-to-sell-more-with-chatbots
[3] https://likeabot.io/blog/agents-conversationnels-tendances-2021-predictions
[2] https://likeabot.io/cas-client/chatbot-sav-ecommerce-le-vapoteur-discount
[2] https://www.maddyness.com/2021/01/08/solutions-aider-jeunes-orientation/
[2] https://medium.com/business-inside/ai-chatbot-development-services-companies-in-us-2020-9695a9412337
[1] https://twitter.com/i/web/status/1348328771892498434

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1348220551345672192
[1] https://zpy.io/ca/ec91f3ce

Top URLs in Tweet in G10:
[1] https://www.getfafsahelp.org/cb?excmpid=SM48-ED-CB-tw
[1] https://twitter.com/i/web/status/1348662271468306432

Top Domains
Top Domains in Tweet in Entire Graph:
[1097] twitter.com
[402] twinybots.ch
[353] theguardian.com
[257] medium.com
[153] coachmee.com
[134] youtube.com
[85] co.uk
[78] vice.com
[71] blogspot.com
[63] botosynthesis.com

Top Domains in Tweet in G1:
[279] twitter.com
[98] theguardian.com
[87] youtube.com
[36] emotion-ai.net
[27] siecledigital.fr
[18] medium.com
[17] popularmechanics.com
[16] co.uk
[14] thenextweb.com
[13] linkedin.com

Top Domains in Tweet in G2:
[388] twinybots.ch
[209] medium.com
[197] twitter.com
[143] coachmee.com
[62] blogspot.com
[61] botosynthesis.com
[48] theguardian.com
[45] zpy.io
[30] healthcareittoday.com
[25] redbubble.com

Top Domains in Tweet in G3:
[13] twitter.com
[8] youtube.com

Top Domains in Tweet in G4:
[156] theguardian.com
[12] scmp.com

Top Domains in Tweet in G5:
[88] twitter.com
[1] icicibank.com

Top Domains in Tweet in G6:
[20] koreaherald.com
[13] twitter.com
[5] luda.ai
[3] co.kr
[2] theverge.com
[1] theguardian.com

Top Domains in Tweet in G7:
[29] twitter.com
[21] likeabot.io
[17] easiware.com
[16] medium.com
[13] aitimejournal.com
[8] cnews.fr
[7] coachmee.com
[2] maddyness.com
[2] botosynthesis.com
[1] trustfolio.co

Top Domains in Tweet in G8:
[1] twitter.com
[1] zpy.io

Top Domains in Tweet in G10:
[1] getfafsahelp.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1634] chatbot
[659] ai
[522] chatbots
[211] bigdata
[172] machinelearning
[166] artificialintelligence
[143] ia
[119] startup
[98] digital
[91] datascience



Top Hashtags in Tweet in G1:
[185] chatbot
[47] ai
[37] chatbots
[19] artificialintelligence
[12] business
[11] 元彼
[11] モテ
[10] facebook
[9] bot
[8] whatsapp

Top Hashtags in Tweet in G2:
[965] chatbot
[462] ai
[410] chatbots
[199] bigdata
[145] machinelearning
[127] artificialintelligence
[87] startup
[85] datascience
[85] digital
[83] ia

Top Hashtags in Tweet in G5:
[3] icicibank
[1] fraud

Top Hashtags in Tweet in G6:
[21] chatbot
[12] deepfake
[12] southkorea
[12] leeluda
[9] ai
[8] luda
[3] github

Top Hashtags in Tweet in G7:
[126] chatbot
[52] virtualassistant
[52] emotionalintelligence
[43] ai
[18] ia
[17] cx
[17] relationclient
[13] machinelearning
[7] chatbots
[7] marketing

Top Hashtags in Tweet in G8:
[1] machinelearning
[1] ad

Top Words
Top Words in Tweet in Entire Graph:
[4369] chatbot
[1628] #chatbot
[1147] ai
[659] #ai
[522] #chatbots
[503] facebook
[494] chatbots
[474] korean
[411] microsoft
[385] south

Top Words in Tweet in G1:
[881] chatbot
[195] ai
[184] #chatbot
[112] facebook
[112] more
[109] 10
[107] chatbots
[101] 2021
[90] 01
[76] korean

Top Words in Tweet in G2:
[965] #chatbot
[797] chatbot
[462] #ai
[410] #chatbots
[306] ai
[282] chatbots
[199] #bigdata
[174] artificial
[171] intelligence
[152] create

Top Words in Tweet in G3:
[375] chatbot
[354] wuju131
[323] company
[319] scatter
[319] lab
[296] problematic
[293] thread
[26] ai
[25] sexual
[23] named

Top Words in Tweet in G4:
[171] chatbot
[168] south
[168] korean
[168] hate
[168] speech
[159] ai
[158] guardian
[156] pulled
[156] facebook
[156] towards

Top Words in Tweet in G5:
[130] hi
[121] contact
[106] regret
[106] inconvenience
[88] caused
[76] details
[75] chatbot
[73] dm
[73] clicking
[73] ipal

Top Words in Tweet in G6:
[135] chatbot
[121] koryodynasty
[86] korean
[72] ai
[68] doing
[58] called
[58] iruda
[58] 이루다
[58] rounds
[58] online

Top Words in Tweet in G7:
[126] #chatbot
[52] #virtualassistant
[52] #emotionalintelligence
[51] pawlowskimario
[49] glengilmore
[43] #ai
[29] pradeeprao_
[28] shicooks
[28] meet
[28] 'nadia'

Top Words in Tweet in G8:
[90] microsoft
[90] patenteou
[90] método
[90] reencarnação
[90] humana
[90] digital
[90] digitalização
[90] personalidade
[89] kublaik22711323
[89] mais

Top Words in Tweet in G9:
[80] jadi
[80] gue
[80] chatbot
[80] sama
[80] simsimi
[80] nanya
[80] ttg
[80] tn
[80] bengek
[80] bgt

Top Words in Tweet in G10:
[79] wyatt
[77] seniors
[77] complete
[77] fafsa
[77] receive
[77] financial
[77] aid
[77] college
[77] chatbot
[77] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[649] ai,chatbot
[359] hate,speech
[356] south,korean
[339] chatbot,pulled
[330] pulled,facebook
[330] scatter,lab
[320] korean,ai
[319] speech,towards
[319] towards,minorities
[313] facebook,hate

Top Word Pairs in Tweet in G1:
[122] ai,chatbot
[76] 01,10
[75] 2021,01
[74] nijisanji,kr
[67] hate,speech
[66] south,korean
[61] chatbot,pulled
[61] pulled,facebook
[59] korean,ai
[58] facebook,hate

Top Word Pairs in Tweet in G2:
[169] artificial,intelligence
[155] #chatbot,#chatbots
[138] #chatbots,#chatbot
[101] ai,chatbot
[91] deep,learning
[75] #ia,#bigdata
[74] #ai,#ia
[68] #ai,#chatbot
[67] #bigdata,#blockchain
[63] create,#chatbot

Top Word Pairs in Tweet in G3:
[319] scatter,lab
[294] chatbot,problematic
[293] thread,scatter
[293] lab,company
[293] company,chatbot
[292] wuju131,thread
[15] ai,chatbot
[14] creepy,disgusting
[14] disgusting,weird
[13] sexual,harassment

Top Word Pairs in Tweet in G4:
[168] south,korean
[168] hate,speech
[157] ai,chatbot
[156] korean,ai
[156] chatbot,pulled
[156] pulled,facebook
[156] facebook,hate
[156] speech,towards
[156] towards,minorities
[155] guardian,south

Top Word Pairs in Tweet in G5:
[106] hi,regret
[106] regret,inconvenience
[88] inconvenience,caused
[76] contact,details
[73] dm,contact
[72] ipal,chatbot
[71] regards,ipal
[67] clicking,link
[65] details,clicking
[49] please,dm

Top Word Pairs in Tweet in G6:
[82] korean,chatbot
[58] chatbot,called
[58] called,iruda
[58] iruda,이루다
[58] 이루다,doing
[58] doing,rounds
[58] rounds,online
[58] online,moment
[58] moment,making
[58] making,headlines

Top Word Pairs in Tweet in G7:
[52] #chatbot,#emotionalintelligence
[28] meet,#virtualassistant
[28] #virtualassistant,'nadia'
[28] 'nadia',#chatbot
[28] #emotionalintelligence,ty
[28] ty,pradeeprao_
[27] shicooks,meet
[27] pradeeprao_,pawlowskimario
[26] pawlowskimario,glengilmore
[26] glengilmore,#ai

Top Word Pairs in Tweet in G8:
[90] microsoft,patenteou
[90] patenteou,método
[90] método,reencarnação
[90] reencarnação,humana
[90] humana,digital
[90] digital,digitalização
[90] digitalização,personalidade
[89] kublaik22711323,microsoft
[89] personalidade,mais

Top Word Pairs in Tweet in G9:
[80] jadi,gue
[80] gue,chatbot
[80] chatbot,sama
[80] sama,simsimi
[80] simsimi,nanya
[80] nanya,ttg
[80] ttg,tn
[80] tn,bengek
[80] bengek,bgt
[79] taynewfesss,jadi

Top Word Pairs in Tweet in G10:
[77] seniors,complete
[77] complete,fafsa
[77] fafsa,receive
[77] receive,financial
[77] financial,aid
[77] aid,college
[77] college,chatbot
[77] chatbot,wyatt
[77] wyatt,help
[76] collegeboard,seniors

Top Replied-To
Top Replied-To in Entire Graph:
@askplaystation
@argoshelpers
@reiko_chatbot
@hermesparcels
@potato_chatbot
@gsvasan
@ryanair
@albertsstuff
@makemytrip
@goibibo

Top Replied-To in G1:

Top Replied-To in G2:
@getunifyed
@gabe_ragland
@lau_devil
@dthompsondev
@irctcofficial
@microsoft
@jspadoan
@botosynthesis
@machinelearnflx

Top Replied-To in G4:
@guardian

Top Replied-To in G5:
@icicibank_care
@abhijay89
@macedazer
@sunny7800
@wazahat_ali143
@saksham0703
@gurwi1
@divesh_aneja
@kumari_deepali
@mahesh23teaser1

Top Replied-To in G6:
@koryodynasty
@conziesays

Top Mentioned
Top Mentioned in Entire Graph:
@wuju131
@guardian
@koryodynasty
@digitalmktnghub
@kublaik22711323
@taynewfesss
@fafsa
@wiwer77
@collegeboard
@saposalaguaa

Top Mentioned in G1:
@engelenhenry
@botconcierge
@convexbrain
@kumasan_753
@supercarbu
@gfaccord
@lumagatena
@virtualasstco
@yamitakenoko

Top Mentioned in G2:
@digitalmktnghub
@wiwer77
@botosynthesis
@machinelearnflx
@thisisgulshan
@medium
@botcide
@chatamosays
@99coupon1
@imbotpenguin

Top Mentioned in G3:
@wuju131
@yyxyass
@brwjsn
@bboxiao

Top Mentioned in G4:
@guardian
@scmpnews

Top Mentioned in G5:
@icicibank
@icicibank_care
@macedazer

Top Mentioned in G6:
@koryodynasty
@thekoreaherald
@javiercha
@wuju131
@aicontroversy
@guardian

Top Mentioned in G7:
@pawlowskimario
@glengilmore
@pradeeprao_
@shicooks
@ipfconline1
@pradeep
@easiware
@anthonyrochand
@admond1994
@aitimejournal

Top Mentioned in G8:
@kublaik22711323
@machinelearnflx

Top Mentioned in G9:
@taynewfesss

Top Mentioned in G10:
@fafsa
@collegeboard

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@virginmedia
@telkomcare
@tesco
@sectest9
@henjo_official
@sevenshepherd
@uber_support
@telmexsoluciona
@jiocare

Top Tweeters in G1:
@globalissuesweb
@jenkers_en
@stevekrohn
@rockcheetah
@prtimes_news
@iptops_com_news
@thestartupper
@guaripetesol
@dome689
@davidromerovara

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersec_feeds
@indiegametrends
@aaroncuddeback
@femtech_
@xaelbot
@codegnuts
@reuters
@cybersecurityn8

Top Tweeters in G3:
@myjellypies
@imttpp
@minepo_
@bluermutl
@queengowon
@jn_zeus
@ykkum23_
@aboutwjsn
@redchingu
@stilltryinn

Top Tweeters in G4:
@world_news_eng
@guardian
@noncontacthogg
@yeokbo
@aransistore
@lumignon_1010
@_kaigai_1031
@zippydazipster
@wolfnw
@paddy_mckeanefc

Top Tweeters in G5:
@icicibank_care
@icicibank
@ratnakarodisha
@atulrathod123
@rajesh95269685
@rishabh7676
@mujtaba93
@wazahat_ali143
@surajitcfc
@nik_btech

Top Tweeters in G6:
@plsbekindngood
@fany_holic
@schmidtlepp
@msalliance
@luazelf
@the_baejoohyun
@nemz_801
@untamedsara
@wjetoinfinity
@taetriss

Top Tweeters in G7:
@deejayiwan
@ssxman2
@bot_innovation
@nicochan33
@northwind1ndn
@akwyz
@shicooks
@rwang0
@gonzo_30531
@bernardo_pirola

Top Tweeters in G8:
@edgaarcia
@dariosailor86
@alfssmartins
@ayurvedapoa
@florbrasil62
@fabio_lemos55
@yellowlucia
@lamboia
@ronivilar
@floralbela

Top Tweeters in G9:
@crayonsungchan
@taehans97
@iiibitj
@saraleonolep
@yogi2506
@aikazdibalik
@pipinakha
@o1_sassykid
@polcarisweat_
@rnzrx

Top Tweeters in G10:
@fafsa
@granburyisd
@collegeboard
@mhhs_counseling
@riverwoodics
@monomoyschools
@ocpsnews
@hlcirvineca
@rushvillehigh
@nvhscounselors


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