chatbot, Twitter, 11/19/2021 2:00:56 PM, 266669


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chatbot_2021-11-19_05-15-29.xlsx
chatbot_2021-11-19_05-15-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 19, 2021
Short Description:
chatbot via NodeXL https://bit.ly/3crdUH6
@btcnasia
@richardkimphd
@rapid_api
@telkomza
@streamlabs
@cebupacificair
@greentechdon
@coderretweet
@bukmedianet1
@aprogrammerbot

Top hashtags:
#chatbot
#chatbots
#ai
#python
#artificialintelligence
#100daysofcode

Description:
Description
The graph represents a network of 6,501 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, 19 November 2021 at 13:30 UTC.

The requested start date was Friday, 19 November 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, 15-hour, 20-minute period from Saturday, 13 November 2021 at 09:39 UTC to Friday, 19 November 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 : 6501
Unique Edges : 4340
Edges With Duplicates : 9354
Total Edges : 13694
Number of Edge Types : 5
Retweet : 3646
MentionsInRetweet : 4968
Tweet : 2012
Mentions : 1836
Replies to : 1232
Self-Loops : 2105
Reciprocated Vertex Pair Ratio : 0.0261268143621085
Reciprocated Edge Ratio : 0.0509231685527099
Connected Components : 1552
Single-Vertex Connected Components : 766
Maximum Vertices in a Connected Component : 1747
Maximum Edges in a Connected Component : 5230
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.60688
Graph Density : 0.000158934128477276
Modularity : 0.509967
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,501 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, 19 November 2021 at 13:30 UTC.

The requested start date was Friday, 19 November 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, 15-hour, 20-minute period from Saturday, 13 November 2021 at 09:39 UTC to Friday, 19 November 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:
[17] https://twinybots.ch/
[11] https://denunciaselectorales.mpf.gov.ar/
[8] https://medium.com/geekculture/the-rise-of-digital-humans-ca2e3f39a8f0?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[7] https://medium.com/product-ai/the-importance-of-chatbots-in-digital-transformation-98a0d1e6e3ce?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[6] https://www.configuroweb.com/chatbot-en-php-y-mysql-configuroweb/
[5] https://betalist.com/startups/insta-chatbot?utm_campaign=startup-82763&utm_medium=atom&utm_source=newsfeed
[4] https://streamer.bot/
[4] https://www.youtube.com/watch?v=-ksCBL0zRdg&feature=youtu.be

[4] https://blog.zwindler.fr/2021/11/12/open-source-experience-2021-recap-jour-2/
[4] https://www.youtube.com/watch?v=BdllJ1iqMkg&feature=youtu.be


Top URLs in Tweet in G1:
[4] https://betalist.com/startups/insta-chatbot?utm_campaign=startup-82763&utm_medium=atom&utm_source=newsfeed
[3] https://wobcmagazine.com/why-your-business-needs-a-chatbot-p1117-231.htm
[2] https://aithority.com/natural-language/chatbots-intelligent-assistants/5-ways-to-get-the-most-out-of-your-next-chatbot-project/
[2] https://outgrow.co?gspk=TXlPbmxpbmVCaXo0dTI=&gsxid=FWGizfKAg2uu
[2] https://customerthink.com/kustomer-debuts-new-customer-self-service-chatbot-social-cx-and-sms-features-at-annual-kustomer-now-conference/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.business-standard.com/article/markets/reliance-makes-final-call-for-payment-on-rights-issue-121111300749_1.html
[2] https://marketingjuridicodigital.com/como-crear-chatbot-facebook-despacho
[2] https://www.sensiple.com/botomation/enterprise-process-automation
[2] https://twinybots.ch/
[2] https://2a1ddh2f8xa1ey54vfz13l1of9.hop.clickbank.net/hop/?CBRehoppp2=https%3A%2F%2Fconversiobot.com%2Fone-time-deal%3Fhop%3Dtony1744&hstr=1635589739725%7Ctony1744%7C%7Ce4538e73-0a4d-42f8-8f7a-c5fcbb98754a%7C%7Cconvbot&code=%7B0%2C+7%7D&key=83366999&parms=&s=default&ds=2&ts=01.B12423648A4DAE79CAFF994DDAB6A792663827AD

Top URLs in Tweet in G3:
[13] https://twinybots.ch/
[6] https://www.configuroweb.com/chatbot-en-php-y-mysql-configuroweb/
[5] https://medium.com/product-ai/the-importance-of-chatbots-in-digital-transformation-98a0d1e6e3ce?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[5] https://medium.com/geekculture/the-rise-of-digital-humans-ca2e3f39a8f0?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://streamer.bot/
[4] https://www.youtube.com/watch?v=-ksCBL0zRdg&feature=youtu.be

[3] https://betterprogramming.pub/7-advanced-projects-to-improve-your-programming-skills-f05d7875104?twitter=@aneeshnair&@aarushinair_
[2] https://ximnet.medium.com/how-i-designed-and-developed-an-ai-chatbot-for-the-first-time-30453eff72a2
[2] https://technative.io/remember-youre-a-bot-why-product-managers-must-be-the-boss-of-nlp/
[2] https://www.viewscoupon.com/2021/11/artificial-intelligence-in-digital.html

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=3wff9nHaYk0&feature=youtu.be

[1] https://www.youtube.com/watch?v=M8luSjh3-Vc&feature=youtu.be

[1] https://www.youtube.com/watch?v=Qj2ri6euwEg&feature=youtu.be


Top URLs in Tweet in G7:
[10] https://denunciaselectorales.mpf.gov.ar/
[1] https://twitter.com/i/web/status/1459925562542153729
[1] https://twitter.com/i/web/status/1459964689497174018
[1] https://twitter.com/i/web/status/1459943862487687168
[1] https://twitter.com/i/web/status/1459950846234537993
[1] https://twitter.com/i/web/status/1459952292417839104
[1] https://twitter.com/i/web/status/1459966775836164100

Top URLs in Tweet in G10:
[1] https://www.hubtype.com/how-to-create-whatsapp-chatbot?utm_content=187360825&utm_medium=social&utm_source=twitter&hss_channel=tw-811936247983837184
[1] https://twitter.com/IBMDeveloper/status/1458495475368161281

Top Domains
Top Domains in Tweet in Entire Graph:
[293] twinybots.ch
[263] twitter.com
[247] bukmedianet.com
[142] medium.com
[99] engati.com
[92] google.com
[62] facebook.com
[60] youtube.com
[46] whatsapp.com
[39] blogspot.com

Top Domains in Tweet in G1:
[96] twitter.com
[28] likeabot.io
[19] emotion-ai.net
[19] fiverr.com
[15] youtube.com
[14] com.br
[13] chatbotslife.com
[13] ondeckeo.com
[9] com.ar
[9] dy.si

Top Domains in Tweet in G2:
[6] labot.cl
[2] twitter.com

Top Domains in Tweet in G3:
[278] twinybots.ch
[244] bukmedianet.com
[123] medium.com
[75] google.com
[30] blogspot.com
[30] thenextweb.com
[24] betterprogramming.pub
[24] configuroweb.com
[22] youtube.com
[21] viewscoupon.com

Top Domains in Tweet in G6:
[13] twitter.com
[8] youtube.com
[6] streamer.bot
[5] google.com
[3] re-how.net
[2] betterment.com
[2] twitch.tv
[2] streamelements.com
[2] botnoi.ai

Top Domains in Tweet in G7:
[10] gov.ar
[6] twitter.com

Top Domains in Tweet in G8:
[49] facebook.com
[8] twitter.com
[1] cebupacificair.com

Top Domains in Tweet in G9:
[24] twitter.com
[3] icicibank.com

Top Domains in Tweet in G10:
[65] engati.com
[1] github.com
[1] hubtype.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1271] chatbot
[449] chatbots
[401] ai
[336] python
[215] artificialintelligence
[205] 100daysofcode
[192] machinelearning
[171] monatemondays
[165] telkomblackfridays
[157] php



Top Hashtags in Tweet in G1:
[204] chatbot
[31] ai
[28] chatbots
[14] customerservice
[14] marketingautomation
[13] ondeckeo
[12] ecommerce
[12] customerexperience
[11] marketing
[10] business

Top Hashtags in Tweet in G3:
[720] chatbot
[369] chatbots
[331] python
[296] ai
[205] 100daysofcode
[196] artificialintelligence
[181] machinelearning
[154] php
[150] css
[144] graphql

Top Hashtags in Tweet in G5:
[169] monatemondays
[165] telkomblackfridays

Top Hashtags in Tweet in G6:
[3] twitchstreamers
[2] monatemondays
[2] twitchaffiliate
[1] iiot
[1] digitaltransformation
[1] chatbot
[1] distributedcloud
[1] cloudcomputing
[1] bluetooth
[1] coursera

Top Hashtags in Tweet in G8:
[1] sadcebu
[1] worstcustomerserviceever

Top Hashtags in Tweet in G10:
[5] whatsapp
[4] tech
[4] ai
[3] chatbots
[2] automation
[2] cx
[2] chatbot
[1] telecom
[1] leadgeneration
[1] business

Top Words
Top Words in Tweet in Entire Graph:
[4160] chatbot
[1271] #chatbot
[900] app
[798] whatsapp
[673] chat
[546] electoral
[545] hoy
[539] hola
[531] robotlabot
[529] web

Top Words in Tweet in G1:
[795] chatbot
[204] #chatbot
[102] more
[86] streamlabs
[71] chatbots
[63] free
[62] ai
[59] bot
[58] business
[58] whatsapp

Top Words in Tweet in G2:
[531] robotlabot
[515] candidaturas
[514] hola
[514] historia
[514] robótica
[514] hoy
[514] financimiento
[514] electoral
[514] parlamentarias
[514] quién

Top Words in Tweet in G3:
[720] #chatbot
[384] chatbot
[369] #chatbots
[331] #python
[296] #ai
[250] gt
[224] 2021
[205] #100daysofcode
[203] chatbots
[198] bukmedianet1

Top Words in Tweet in G4:
[790] app
[394] rapid_api
[394] ten
[394] api
[394] based
[394] project
[394] ideas
[394] web
[394] developers
[394] qr

Top Words in Tweet in G5:
[337] telkomza
[334] stand
[334] chance
[334] win
[334] click
[318] monate
[318] prizes
[318] grabs
[317] ll
[317] take

Top Words in Tweet in G6:
[258] chatbot
[184] streamlabs
[73] use
[71] streamelements
[52] obsproject
[48] alerts
[48] sl
[47] ankhbot
[37] slobs
[35] obs

Top Words in Tweet in G7:
[178] cne
[163] chatbot
[162] 5491124554444
[162] opción
[157] irregularidades
[155] mail
[139] nachomdeo
[139] observas
[139] centros
[139] votación

Top Words in Tweet in G8:
[205] charlie
[152] chatbot
[128] live
[121] chat
[94] hi
[83] message
[82] send
[80] cebu
[78] agent
[77] pacific

Top Words in Tweet in G9:
[111] chatbot
[110] regards
[110] ipal
[97] hi
[97] assist
[86] contact
[85] official
[83] touch
[80] details
[74] dm

Top Words in Tweet in G10:
[107] whatsapp
[63] more
[58] insurance
[56] chatbot
[49] check
[48] leads
[46] generate
[34] engati
[30] much
[29] qualify

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[515] whatsapp,chatbot
[514] hola,historia
[514] historia,robótica
[514] robótica,hoy
[514] hoy,financimiento
[514] financimiento,electoral
[514] electoral,candidaturas
[514] candidaturas,parlamentarias
[514] parlamentarias,quién
[513] robotlabot,hola

Top Word Pairs in Tweet in G1:
[45] streamlabs,chatbot
[34] ai,chatbot
[27] chatbot,whatsapp
[25] customer,service
[24] gt,gt
[22] covid,19
[22] learn,more
[18] 언니,에밀리
[17] nouvel,article
[17] article,#chatbot

Top Word Pairs in Tweet in G2:
[514] hola,historia
[514] historia,robótica
[514] robótica,hoy
[514] hoy,financimiento
[514] financimiento,electoral
[514] electoral,candidaturas
[514] candidaturas,parlamentarias
[514] parlamentarias,quién
[513] robotlabot,hola
[513] quién,recib

Top Word Pairs in Tweet in G3:
[167] 2021,11
[145] #php,#css
[141] #css,#html
[129] #chatbots,#chatbot
[121] #chatbot,#chatbots
[110] #laravel,#python
[104] #100daysofcode,#womenwhocode
[101] #fintech,#finserv
[90] #graphql,#react
[85] #womenwhocode,#python

Top Word Pairs in Tweet in G4:
[394] ten,api
[394] api,based
[394] based,project
[394] project,ideas
[394] ideas,web
[394] web,developers
[394] developers,qr
[394] qr,code
[394] code,generator
[394] generator,weather

Top Word Pairs in Tweet in G5:
[334] stand,chance
[334] chance,win
[318] telkomza,monate
[318] monate,prizes
[318] prizes,grabs
[318] grabs,click
[317] ll,take
[314] take,whatsapp
[309] whatsapp,chatbot
[304] click,one

Top Word Pairs in Tweet in G6:
[44] streamlabs,chatbot
[35] sl,chatbot
[25] streamlabs,lightstream
[23] pixelatetori,streamlabs
[22] ponycron18,pixelatetori
[20] chatbot,former
[20] former,ankhbot
[19] streamlabs,obsproject
[19] lightstream,forget
[19] forget,sl

Top Word Pairs in Tweet in G7:
[163] chatbot,cne
[162] cne,5491124554444
[162] 5491124554444,opción
[155] opción,mail
[139] observas,irregularidades
[139] irregularidades,centros
[139] centros,votación
[139] votación,podes
[139] podes,comunicarte
[139] comunicarte,chatbot

Top Word Pairs in Tweet in G8:
[130] charlie,chatbot
[78] message,charlie
[78] chatbot,cebu
[77] cebu,pacific
[76] send,message
[74] pacific,website
[74] chat,agent
[73] connect,live
[73] live,chat
[73] prompt,assistance

Top Word Pairs in Tweet in G9:
[110] regards,ipal
[110] ipal,chatbot
[83] official,touch
[80] contact,details
[72] dm,contact
[72] details,clicking
[62] clicking,link
[62] link,below
[61] assist,further
[61] further,regards

Top Word Pairs in Tweet in G10:
[50] whatsapp,chatbot
[32] check,more
[30] much,more
[29] generate,qualify
[29] qualify,nurture
[29] nurture,leads
[29] leads,sell
[29] sell,insurance
[29] insurance,policies
[29] policies,send

Top Replied-To
Top Replied-To in Entire Graph:
@cebupacificair
@hermesparcels
@bhaktdarvax
@jaku
@gf_ditto
@argoshelpers
@obsproject
@eskom_sa
@doubtfuldoctor
@talk2globe

Top Replied-To in G3:
@aneeshnair
@rpalabs
@ahsanehtesham1

Top Replied-To in G4:
@rapid_api

Top Replied-To in G5:
@telkomza
@lindo_076
@mhlantie2
@bongiweprince13
@ellen32043504
@ukahlee
@nkgapele6
@ruu_sa
@jolpoppy34
@tendanilidovho

Top Replied-To in G6:
@gf_ditto
@obsproject
@streamlabs
@thatnerdviolet
@loctavian00
@stuv2
@psegli
@clayshentrup
@fenixhero
@vynadium

Top Replied-To in G7:
@todonoticias
@maresar2
@clau77ok
@ines_byd
@nachomdeo
@osvaldobazan
@silviachevriau1
@marianbugeiro
@luisgasulla
@ro_pala

Top Replied-To in G8:
@cebupacificair
@dianecabuhat
@rezannebernardo
@gladjaytor
@sophielin18
@catsiroll
@jeancaing
@joannecelis23
@laleysuper
@itsmekrystal8

Top Replied-To in G9:
@niroj_kar
@smruti4756
@uniyalshiv
@harminy62
@ajaythacker
@raone_genix
@hgfshimanshu1
@narasonnet
@gauravs77550415
@anilm1210

Top Replied-To in G10:
@swico_uganda
@bodhitreewealth
@datavault_uk
@airtelindia
@atnpartnership
@insurect_01
@mbrantley98
@guardinsurance
@brunelwholesale
@louiserobertson

Top Mentioned
Top Mentioned in Entire Graph:
@robotlabot
@rapid_api
@telkomza
@bukmedianet1
@nachomdeo
@richardkimphd
@yemkenya
@streamlabs
@_pink_shoes
@aarushinair_

Top Mentioned in G1:
@engelenhenry
@7makemoney
@botmywork
@novebu_es
@medio_llena
@tribunkaltim
@breakinggovtech
@outsidethepc
@herobotapp
@daquinfotso

Top Mentioned in G2:
@robotlabot
@nyc_prensa
@camara_cl
@senado_chile

Top Mentioned in G3:
@bukmedianet1
@richardkimphd
@aarushinair_
@enricomolinari
@asmakhan_345
@jimharris
@khulood_almani
@bristowcolin
@chatamosays
@drjdrooghaag

Top Mentioned in G4:
@rapid_api

Top Mentioned in G5:
@telkomza
@sashaannbierman
@lindo_076
@annahpuleng
@lindokuhlegroot
@sizwekunene8
@luckypcdoc
@raulwisani
@king_sthera13
@marknaidoo1

Top Mentioned in G6:
@streamlabs
@obsproject
@streamelements
@lightstream
@ponycron18
@pixelatetori
@stuv2
@youtube
@mixitupapp
@streamerdotbot

Top Mentioned in G7:
@nachomdeo
@fer__el__colo
@feriglesias
@rubendgomez64y2
@edufeiok
@jonatanviale
@juancampanella
@lanacionmas
@a24com
@nnaancy

Top Mentioned in G8:
@purpierose_

Top Mentioned in G9:
@icicibank_care
@saravcbe10

Top Mentioned in G10:
@whatsapp
@ibmwatson
@getengati
@airtel_presence
@reliancejio
@khalil_if
@drnugent
@atkinsjennifer
@gabyret
@twilio

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@virginmedia
@airtel_presence
@sectest9
@kompascom
@cybersec_feeds
@chidambara09
@telmexsoluciona
@spotifycares
@liputan6dotcom

Top Tweeters in G1:
@liputan6dotcom
@crweworld
@statvoo
@eraser
@nexofin
@rockcheetah
@webissimo
@schfess
@nyceverywhere
@cisionnews

Top Tweeters in G2:
@ginniasa
@siquieresmelees
@elisaberm
@mollepab
@anonymuschileno
@semamove
@unlimit4harmony
@rojas_altazor
@spangrun
@sofiasofa4

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@javascriptd
@codedailybot
@aaroncuddeback
@thedeveloperbot
@viralvideovlogs
@cybersecurityn8

Top Tweeters in G4:
@ovie52009
@tsende_mgl
@coldjota
@code_kaizen
@iamabiodunaa
@amilnal
@smozmc
@thtnigeriankid
@thxxdxre
@naseopid

Top Tweeters in G5:
@telkomza
@kglenyora
@dumie_mbambo
@jolpoppy34
@marknaidoo1
@mkhathini_03
@king_sthera13
@nattylicious4
@realbiggie
@nkosivumileduma

Top Tweeters in G6:
@azamjauhari_
@rehownet2
@the_war_tardis
@fliptopbox13
@034davidhv1
@streamlabs
@deborah_c
@wyld
@o_lymbias
@auntamierose

Top Tweeters in G7:
@msv47
@lanacion
@iib10iris
@lopista
@reynatarantula
@norahlfy
@huguitasissi
@anagriverplate
@marilda_i
@todonoticias

Top Tweeters in G8:
@apaconeeeee
@lislmae
@cebupacificair
@exodieux
@kingkaye_
@jayhopekook_
@gladjaytor
@iamcorrene11
@purpierose_
@claudiopoy

Top Tweeters in G9:
@icicibank_care
@themanisshsoni
@jasonkp
@mokh_y
@hgfshimanshu1
@ajaythacker
@bpnikam
@amitarya1987
@pats982097
@nits_choudhary

Top Tweeters in G10:
@airtel_presence
@alfonzowords2
@hathwaybrdband
@oganlamedia
@airtelindia
@datavault_uk
@ibmdeveloper
@ms_logical
@_iontfwniggas
@macfinancial


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