#chatbots, Twitter, 6/10/2019 8:07:17 PM, 199624


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#chatbots Twitter NodeXL SNA Map and Report for Monday, 10 June 2019 at 11:52 UTC
#chatbots Twitter NodeXL SNA Map and Report for Monday, 10 June 2019 at 11:52 UTC
From:
docassar
Uploaded on:
June 10, 2019
Short Description:
#chatbots via NodeXL http://bit.ly/2WXRDuh
@greentechdon
@mikequindazzi
@inbentamx
@maximilienia
@ipfconline1
@startgrowthhack
@chatbotnews
@bymaddyness
@1000digital
@thecuriousluke

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

Description:
Description
The graph represents a network of 3,045 Twitter users whose recent tweets contained "#chatbots", 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 Monday, 10 June 2019 at 12:14 UTC.

The tweets in the network were tweeted over the 9-day, 20-hour, 39-minute period from Friday, 31 May 2019 at 15:06 UTC to Monday, 10 June 2019 at 11:46 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 : 3045
Unique Edges : 5744
Edges With Duplicates : 3072
Total Edges : 8816
Number of Edge Types : 4
Mentions : 5005
Retweet : 2235
Tweet : 1497
Replies to : 79
Self-Loops : 1573
Reciprocated Vertex Pair Ratio : 0.0312224378197213
Reciprocated Edge Ratio : 0.0605542251111871
Connected Components : 664
Single-Vertex Connected Components : 384
Maximum Vertices in a Connected Component : 1656
Maximum Edges in a Connected Component : 6833
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.788958
Graph Density : 0.000630705859760189
Modularity : 0.570603
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[45] https://eloqua.eyeforpharma.com/LP=24349?extsource=dr_lucy&utm_source=Dr%20Lucy&utm_medium=Email&utm_content=Minimag
[31] https://www.analyticsinsight.net/computer-vision-enhances-shopping-experience/
[31] https://www.datasciencecentral.com/profiles/blogs/harnessing-potential-of-artificial-intelligence-in-energy-and-oil
[29] https://www.topbots.com/best-customer-service-automation-enterprise-technology-software/
[27] https://mapr.com/blog/mapr-big-moves-marketing/#disqus_thread
[23] https://twitter.com/MikeQuindazzi/status/1135532088109731840
[23] https://essentials.news/ai/healthcare/article?url=https://pulse.embs.org/may-2019/health-care-chatbots-are-here-to-help/
[22] https://www.maddyness.com/?p=379909
[19] https://www.barclayscorporate.com/insights/innovation/ai-payments-revolution/
[19] https://www.maddyness.com/2019/06/04/les-chatbots-sont-ils-nos-futurs-medecins/

Top URLs in Tweet in G1:
[6] https://shanebarker.com/blog/best-ai-chatbot/
[6] https://blog.myleadsystempro.com/manychat?id=SoledadMtnez
[5] https://www.socialmediatoday.com/news/chatbots-are-the-future-of-digital-marketing-infographic/554709/
[4] https://www.clickz.com/chatbots-consumers-excitement/240093/
[3] https://kore.ai/platform/enterprise/integration/?utm_campaign=Twitter_KAK_BotPlatform&utm_content=93736919&utm_medium=social&utm_source=twitter&hss_channel=tw-436268644
[3] https://kore.ai/solutions/industries/media-entertainment/?utm_campaign=Twitter_Request%20demo_%20Media%20and%20Entertainment&utm_content=93021546&utm_medium=social&utm_source=twitter&hss_channel=tw-436268644
[2] https://www.itespresso.fr/dossiers/crm-quand-les-chatbots-donnent-la-parole
[2] https://aglowiditsolutions.com/blog/chatbots-in-enterprises-challenges-benefits-applications/
[2] https://www.business2community.com/tech-gadgets/is-it-time-to-add-chatbots-to-your-demand-generation-engine-02206587
[2] https://www.centurylinkbrightideas.com/chatbots-are-a-need-for-small-businesses/?utm_source=Everyone%20Social&utm_medium=Social&es_sh=bfcacbfa5f8543a61f47843d13e8119b&es_ad=78103

Top URLs in Tweet in G2:
[29] https://www.topbots.com/best-customer-service-automation-enterprise-technology-software/
[27] https://www.analyticsinsight.net/computer-vision-enhances-shopping-experience/
[26] https://mapr.com/blog/mapr-big-moves-marketing/#disqus_thread
[23] https://www.datasciencecentral.com/profiles/blogs/harnessing-potential-of-artificial-intelligence-in-energy-and-oil
[22] https://twitter.com/MikeQuindazzi/status/1135532088109731840
[19] https://dnjoker.com/
[18] https://hackernoon.com/ai-and-hr-seem-to-be-a-match-made-in-heaven-in-some-innovative-heaven-driven-by-smart-d711ddca16e
[16] https://www.everestgrp.com/2018-03-4-top-tips-implementing-sda-contact-centers-market-insights-43896.html/?utm_content=buffer89983&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://deepsense.ai/?p=20066
[15] https://www.topbots.com/most-important-conversational-ai-research/

Top URLs in Tweet in G3:
[45] https://eloqua.eyeforpharma.com/LP=24349?extsource=dr_lucy&utm_source=Dr%20Lucy&utm_medium=Email&utm_content=Minimag
[21] https://essentials.news/ai/healthcare/article?url=https://pulse.embs.org/may-2019/health-care-chatbots-are-here-to-help/
[9] https://chatbotslife.com/
[9] http://womenspowerbook.org/articles/The-American-Presidential-Elections-2016-Will-Hillary-or-Trump-Win-in-The-Social-Media-And-The-Main-Media-Battle-womens-power-book.htm
[8] https://botsociety.io/blog/2018/12/designing-prior-to-building/?ref=quuu
[8] https://coschedule.com/blog/the-chatbot-revolution-why-resistance-is-futile-with-larry-kim-from-mobilemonkey-amp-124/
[7] https://techinvest.online/when-you-should-and-shouldnt-use-a-chatbot-for-marketing/?ref=quuu
[6] https://www.barrons.com/articles/artificial-intelligence-isnt-just-about-cutting-costs-its-also-about-growth-51559478600?utm_campaign=PostBeyond&utm_medium=Social&utm_source=CopyLink&utm_term=%23257434
[6] https://fetchprofits.com/using-chatbots/
[6] https://www.techaheadcorp.com/blog/future-mobile-apps-includes-iot-bots/

Top URLs in Tweet in G4:
[15] https://www.smallbusinessrainmaker.com/small-business-marketing-blog/5-ways-to-boost-your-business-with-messenger-marketing?ref=quuu
[9] https://www.marutitech.com/artificial-intelligence-for-customer-service-2/
[9] https://www.barclayscorporate.com/insights/innovation/ai-payments-revolution/
[9] https://botsociety.io/blog/2018/12/designing-prior-to-building/?ref=quuu
[7] https://fetchprofits.com/using-chatbots/
[7] https://www.marutitech.com/make-intelligent-chatbot/
[7] https://www.marutitech.com/benefits-chatbot/
[7] https://www.fintechmagazine.com/banking/hsbc-rolls-out-softbanks-robot-pepper-achieve-branch-future
[7] https://botsociety.io/blog/2019/03/vui-question-design/?ref=quuu
[7] https://botsociety.io/blog/2019/04/sample-dialogue/?ref=quuu

Top URLs in Tweet in G5:
[17] https://www.growth-hackers.net/best-social-media-marketing-tips/
[9] https://thefinancialbrand.com/71350/ai-machine-learning-analytics-marketing-banking-trends/
[9] https://fashionunited.es/noticias/empresas/2023-sera-el-ano-de-los-chatbots-para-el-sector-minorista/2019051530233
[6] https://www.linkedin.com/slink?code=gE4vQ7A
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fchatbotnewsdaily.com%2F4-signs-you-need-to-integrate-chatbot-to-your-website-c0441732167
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fchatbotnewsdaily.com%2Fhow-chatbots-affect-the-future-of-content-marketing-a5325a99e185
[4] https://twitter.com/davidbuenov/status/1137028551235051520
[3] https://www.forbes.com/sites/cognitiveworld/2019/04/22/debunking-the-myths-and-reality-of-artificial-intelligence/#300857f443b5
[3] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2019/05/30/the-impact-of-artificial-intelligence-over-the-next-five-years/#2e48053a4498
[3] https://www.datasciencecentral.com/profiles/blogs/harnessing-potential-of-artificial-intelligence-in-energy-and-oil

Top URLs in Tweet in G6:
[6] https://www.otto.de/newsroom/de/kundenfokus/chatbots
[4] https://blog.hootsuite.com/de/facebook-messenger-chatbots/
[3] https://www.1000grad.de/bot/
[3] https://www.t-systems-mms.com/expertise/downloads/whitepaper-chatbots-im-digital-workplace
[2] https://home.1000grad.de/blog/news/sprachassistenten-bots-bekommen-eine-stimme/
[2] https://www.1000grad.de/bot/newsletter-anmeldung
[2] https://www.1000grad.de/bot/bot-als-intelligenter-event-betreuer
[2] https://medium.com/swlh/are-chatbots-revolutionizing-the-travel-industry-12c195b63fb5
[2] https://allfacebook.de/whatsapp/2019-state-of-facebook-messenger-zahlen-und-fakten
[2] https://www.youtube.com/watch?v=fjW0lKBc_8A


Top URLs in Tweet in G7:
[22] https://www.maddyness.com/?p=379909
[15] https://www.maddyness.com/2019/06/04/les-chatbots-sont-ils-nos-futurs-medecins/
[11] https://www.orange-business.com/fr/blogs/e-sante-chatbots-service-relation-avec-patients
[3] https://twitter.com/icea_es/status/1136899352058896386
[2] https://twitter.com/SanofiFR/status/1136988710560575488
[2] https://www.sanofi.fr/fr/labsante/chatbots-dedies-a-la-sante-defis-techniques-enjeux-ethiques
[2] https://www.icea.es/es-ES/noticias/Noticias/Noticias0619/Dia-05/nuevas-tecnologia.aspx
[2] https://www.ladn.eu/tech-a-suivre/black-mirror-realite-exemples/
[2] https://twitter.com/my_bestpro/status/1135853774139011072
[2] http://snip.ly/7gf0zk

Top URLs in Tweet in G8:
[9] https://blogs.oracle.com/smb/delivering-conversational-ai-to-your-hr-experience
[6] https://voicetechpodcast.com/episodes/vivatech-2019-startups-google-macron-ma-voice-tech-podcast-ep-028/
[5] https://medium.com/voice-tech-podcast/the-price-of-personal-technology-on-communication-e9131d48756f?utm_content=buffer3f888&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://medium.com/voice-tech-podcast/how-natural-language-processing-transforms-businesses-aa1c73c17847?utm_content=buffer5917c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.barclayscorporate.com/insights/innovation/ai-payments-revolution/
[3] https://voicetechpodcast.com/articles/development/sigproc/why-voice-isnt-enough-to-be-smart/?utm_content=bufferf2d60&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://voicetechpodcast.com/episodes/vivatech-2019-startups-google-macron-ma-voice-tech-podcast-ep-028/?utm_content=buffercee0c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://medium.com/voice-tech-podcast/the-complete-guide-to-alexa-skills-8c86df929a44?utm_content=buffer42d4e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://medium.com/voice-tech-podcast/an-overview-of-conversational-ai-174adc295f1e?utm_content=buffer88b28&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.bbc.co.uk/rd/publications/top-tips-for-designing-voice-applications?utm_content=bufferff4df&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[4] https://www.barrons.com/articles/artificial-intelligence-isnt-just-about-cutting-costs-its-also-about-growth-51559478600?utm_campaign=PostBeyond&utm_medium=Social&utm_source=CopyLink&utm_term=%23257434
[4] https://sloanreview.mit.edu/article/the-future-of-customer-service-is-ai-human-collaboration/
[3] http://businessoverbroadway.com/2019/05/22/customer-experience-and-emerging-technologies-my-cxchat-summary-on-artificial-intelligence-machine-learning-and-the-customer/
[3] https://soulpageit.com/how-enterprise-chatbots-are-transforming-business-operations/
[3] https://www.go.webhelp.com/automation-whitepaper/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fchatbotnewsdaily.com%2F4-ways-chatbot-technologies-can-improve-user-satisfaction-dd5101aa1647
[2] https://www.barrons.com/articles/artificial-intelligence-isnt-just-about-cutting-costs-its-also-about-growth-51559478600?utm_source=twitter
[2] https://blog.shelf.io/2019/05/30/how-knowledge-management-makes-chatbots-better/
[1] https://opendatascience.com/why-nlp-is-a-great-first-ai-solution-for-businesses/?utm_content=73340563&utm_medium=social&utm_source=twitter
[1] https://twitter.com/WeAreBrintia/status/1136641382800592896

Top URLs in Tweet in G10:
[3] https://okt.to/NGJBsz
[2] https://okt.to/eU5YRt
[2] https://okt.to/6vc9D0
[1] https://www.limber.click/1081684
[1] https://www.limber.click/1081574
[1] https://okt.to/iofnd3
[1] https://okt.to/E2IwFz
[1] https://www.limber.click/1081971
[1] https://www.limber.click/1081686
[1] https://www.limber.click/1081682

Top Domains
Top Domains in Tweet in Entire Graph:
[314] medium.com
[159] twitter.com
[73] linkedin.com
[72] botsociety.io
[53] forbes.com
[47] topbots.com
[45] eyeforpharma.com
[44] maddyness.com
[38] marutitech.com
[37] co.uk

Top Domains in Tweet in G1:
[25] linkedin.com
[24] twitter.com
[13] medium.com
[13] centurylinkbrightideas.com
[9] co.uk
[6] shanebarker.com
[6] socialmediatoday.com
[6] instagram.com
[6] myleadsystempro.com
[6] kore.ai

Top Domains in Tweet in G2:
[45] twitter.com
[45] topbots.com
[29] analyticsinsight.net
[26] deepsense.ai
[26] mapr.com
[25] forbes.com
[23] medium.com
[23] chatamo.com
[23] datasciencecentral.com
[19] hackernoon.com

Top Domains in Tweet in G3:
[155] medium.com
[45] eyeforpharma.com
[28] botsociety.io
[21] essentials.news
[20] chatbotslife.com
[19] twitter.com
[17] botcore.ai
[10] linkedin.com
[10] business2community.com
[10] producthunt.com

Top Domains in Tweet in G4:
[40] botsociety.io
[31] medium.com
[28] marutitech.com
[16] smallbusinessrainmaker.com
[11] socialmediatoday.com
[9] barclayscorporate.com
[7] techtarget.com
[7] fetchprofits.com
[7] hbr.org
[7] fintechmagazine.com

Top Domains in Tweet in G5:
[17] growth-hackers.net
[11] twitter.com
[9] thefinancialbrand.com
[9] fashionunited.es
[8] forbes.com
[8] medium.com
[7] linkedin.com
[5] botcore.ai
[4] acuvate.com
[3] datasciencecentral.com

Top Domains in Tweet in G6:
[15] 1000grad.de
[6] otto.de
[5] hootsuite.com
[5] twitter.com
[5] tech-wonders.com
[3] medium.com
[3] t-systems-mms.com
[2] forbes.com
[2] allfacebook.de
[2] youtube.com

Top Domains in Tweet in G7:
[38] maddyness.com
[11] orange-business.com
[7] twitter.com
[3] sanofi.fr
[2] icea.es
[2] ladn.eu
[2] snip.ly
[1] t.co
[1] buff.ly
[1] inbenta.com

Top Domains in Tweet in G8:
[64] medium.com
[16] voicetechpodcast.com
[15] voicebot.ai
[15] amazon.com
[14] oracle.com
[4] wired.com
[4] twitter.com
[4] barclayscorporate.com
[3] co.uk
[2] wareable.com

Top Domains in Tweet in G9:
[6] barrons.com
[5] mit.edu
[3] twitter.com
[3] businessoverbroadway.com
[3] soulpageit.com
[3] webhelp.com
[2] medium.com
[2] shelf.io
[1] opendatascience.com
[1] brintia.com

Top Domains in Tweet in G10:
[9] okt.to
[8] limber.click
[1] twitter.com
[1] f-xa.co
[1] markess.com
[1] univ-entrepreneurs.fr
[1] focusrh.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3581] chatbots
[1374] ai
[443] machinelearning
[440] artificialintelligence
[290] bots
[265] chatbot
[240] marketing
[204] fintech
[200] nlp
[195] cx



Top Hashtags in Tweet in G1:
[459] chatbots
[110] ai
[28] artificialintelligence
[27] marketing
[27] customerservice
[24] socialmedia
[23] digitalmarketing
[22] automation
[21] bots
[21] chatbot

Top Hashtags in Tweet in G2:
[535] ai
[518] chatbots
[217] machinelearning
[129] artificialintelligence
[118] cybersecurity
[107] fintech
[92] bots
[92] cx
[88] iot
[82] nlp

Top Hashtags in Tweet in G3:
[759] chatbots
[215] ai
[70] marketing
[56] artificialintelligence
[53] healthcare
[42] digitalhealth
[38] digitalmarketing
[34] customerexperience
[31] machinelearning
[31] bots

Top Hashtags in Tweet in G4:
[377] chatbots
[159] ai
[75] artificialintelligence
[70] machinelearning
[57] chatbot
[53] fintech
[50] bigdata
[47] customerservice
[46] innovation
[44] deeplearning

Top Hashtags in Tweet in G5:
[217] chatbots
[74] ai
[46] artificialintelligence
[28] machinelearning
[24] digitalmarketing
[23] marketing
[21] socialmedia
[20] socialmediamarketing
[20] expocontact19
[19] deeplearning

Top Hashtags in Tweet in G6:
[104] chatbots
[21] ai
[16] chatbot
[12] digitalisierung
[12] digitalworkplace
[8] marketing
[8] sprachassistenten
[8] künstlicheintelligenz
[7] ki
[7] fintech

Top Hashtags in Tweet in G7:
[100] chatbots
[25] esante
[20] ia
[17] hcsmeufr
[16] médecins
[15] santé
[15] patients
[9] sante
[8] startup
[8] partenaire

Top Hashtags in Tweet in G8:
[111] chatbots
[64] voicefirst
[55] chatbot
[52] bot
[52] bots
[48] vui
[34] ai
[25] amazon
[21] amazonecho
[18] alexa

Top Hashtags in Tweet in G9:
[58] chatbots
[27] ai
[18] artificialintelligence
[18] machinelearning
[17] customerexperience
[9] emergingtechnologies
[9] cxchat
[9] cx
[8] datascience
[8] ageofintent

Top Hashtags in Tweet in G10:
[26] chatbots
[11] ai
[10] machinelearning
[10] bots
[7] ia
[7] bigdata
[7] employeeexperience
[6] artificialintelligence
[4] deeplearning
[4] rh

Top Words
Top Words in Tweet in Entire Graph:
[3142] Words in Sentiment List#1: Positive
[902] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[106134] Non-categorized Words
[110178] Total Words
[4756] #chatbots
[2434] gt
[1901] #ai
[906] #machinelearning
[631] #artificialintelligence

Top Words in Tweet in G1:
[463] #chatbots
[111] #ai
[88] chatbots
[48] more
[41] chatbot
[34] ai
[34] new
[33] using
[32] out
[29] know

Top Words in Tweet in G2:
[1594] gt
[977] #chatbots
[797] #ai
[530] #machinelearning
[363] mikequindazzi
[337] #iot
[261] #bigdata
[252] #fintech
[241] #datascience
[231] #artificialintelligence

Top Words in Tweet in G3:
[907] #chatbots
[268] #ai
[157] chatbots
[130] ai
[127] medium
[115] chatbot
[99] gt
[88] #artificialintelligence
[86] #marketing
[73] #healthcare

Top Words in Tweet in G4:
[474] #chatbots
[208] #ai
[138] gt
[121] #machinelearning
[121] #bigdata
[97] #artificialintelligence
[84] #deeplearning
[77] #fintech
[68] #datascience
[67] #iot

Top Words in Tweet in G5:
[290] #chatbots
[118] #ai
[62] #artificialintelligence
[57] #digitalmarketing
[43] #deeplearning
[41] #machinelearning
[41] #smm
[35] more
[34] startgrowthhack
[33] #dl

Top Words in Tweet in G6:
[126] #chatbots
[36] #ai
[23] chatbots
[17] #chatbot
[15] #digitalisierung
[15] #künstlicheintelligenz
[14] sie
[14] sich
[14] #sprachassistenten
[14] ai

Top Words in Tweet in G7:
[116] #chatbots
[75] les
[66] bymaddyness
[61] nos
[57] sont
[56] sanofifr
[53] #hcsmeufr
[53] ils
[53] futurs
[48] #esante

Top Words in Tweet in G8:
[504] gt
[205] #chatbots
[139] #voicefirst
[121] voicetechcarl
[114] #chatbot
[111] #bot
[111] #bots
[101] #vui
[67] voice
[64] #ai

Top Words in Tweet in G9:
[79] #chatbots
[37] #ai
[26] #machinelearning
[24] #customerexperience
[23] #artificialintelligence
[19] #datascience
[18] customer
[15] #cx
[12] service
[11] technologies

Top Words in Tweet in G10:
[37] #chatbots
[20] les
[16] #ai
[15] #bots
[15] des
[14] à
[13] #machinelearning
[12] et
[12] #bigdata
[12] #ia

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1461] gt,gt
[250] #ai,#chatbots
[208] #chatbots,#ai
[206] #chatbot,#chatbots
[195] mikequindazzi,gt
[187] #ai,#artificialintelligence
[178] #ai,#machinelearning
[169] #machinelearning,#deeplearning
[158] gt,voicetechcarl
[156] #bot,#bots

Top Word Pairs in Tweet in G1:
[26] #ai,#chatbots
[24] #chatbots,#ai
[16] customer,service
[14] https,t
[14] t,co
[14] find,out
[13] #chatbots,bring
[13] bring,new
[13] new,personal
[13] personal,edge

Top Word Pairs in Tweet in G2:
[1044] gt,gt
[186] mikequindazzi,gt
[123] #machinelearning,#deeplearning
[112] #ai,#machinelearning
[107] #bigdata,#datascience
[104] #chatbots,#machinelearning
[100] mikequindazzi,#ai
[98] #fintech,#chatbots
[93] gt,#fintech
[87] #ai,#artificialintelligence

Top Word Pairs in Tweet in G3:
[119] #chatbots,medium
[82] #chatbots,#ai
[54] gt,gt
[43] #ai,#chatbots
[39] artificial,intelligence
[28] #ai,#healthcare
[27] #ai,#ml
[25] healthcare,article
[25] article,page
[24] #digitalmarketing,#marketing

Top Word Pairs in Tweet in G4:
[58] gt,gt
[45] #ai,#artificialintelligence
[40] #artificialintelligence,#machinelearning
[36] botsociety,#chatbots
[30] #machinelearning,#deeplearning
[28] #messenger,#chatbots
[27] over,50
[27] 50,consumers
[27] consumers,prefer
[27] prefer,online

Top Word Pairs in Tweet in G5:
[24] #deeplearning,#dl
[21] #artificialintelligence,#chatbots
[20] #digitalmarketing,#contentmarketing
[18] #artificialintelligence,#machinelearning
[18] 10,best
[18] best,#socialmediamarketing
[18] #socialmediamarketing,tips
[18] tips,#chatbots
[18] #chatbots,becoming
[18] becoming,essential

Top Word Pairs in Tweet in G6:
[10] #chatbot,#chatbots
[10] jeder,4
[10] 4,bundesbürger
[10] bundesbürger,#chatbots
[10] #chatbots,nutzen
[10] nutzen,doch
[10] doch,welche
[10] welche,einsatzszenarien
[10] einsatzszenarien,bieten
[10] bieten,sich

Top Word Pairs in Tweet in G7:
[53] sont,ils
[53] ils,nos
[53] nos,futurs
[37] futurs,médecins
[31] les,#chatbots
[31] #chatbots,sont
[29] les,chatbots
[27] #esante,#hcsmeufr
[26] médecins,bymaddyness
[25] des,#chatbots

Top Word Pairs in Tweet in G8:
[262] gt,gt
[121] gt,voicetechcarl
[118] voicetechcarl,gt
[111] #chatbot,#chatbots
[111] #chatbots,#bot
[111] #bot,#bots
[96] #voicefirst,#vui
[94] #vui,#chatbot
[46] voice,tech
[46] tech,podcast

Top Word Pairs in Tweet in G9:
[9] #customerexperience,#emergingtechnologies
[9] #emergingtechnologies,#cxchat
[9] #cxchat,summary
[9] summary,#artificialintelligence
[9] #artificialintelligence,#machinelearning
[9] #machinelearning,customer
[9] customer,#customerexperience
[9] #customerexperience,#chatbots
[9] #chatbots,#datascience
[9] #datascience,#dataliteracy

Top Word Pairs in Tweet in G10:
[11] #ia,#chatbots
[9] #bots,#machinelearning
[7] #employeeexperience,today
[7] today,67
[7] 67,people
[7] people,expect
[7] expect,see
[7] see,use
[7] use,#chatbots
[7] #chatbots,talking

Top Replied-To
Top Replied-To in Entire Graph:
@dcancel
@andres_pedreno
@larrykim
@ppmmarquez
@fklivestolearn
@sciensio
@juste_petr
@avcontreras1968
@gocontactcloud
@aszapla

Top Replied-To in G2:
@intellias
@capgemini
@mikequindazzi

Top Replied-To in G3:
@amitabhk87
@mumbaiangels
@sescacca

Top Replied-To in G4:
@larrykim
@upwork

Top Replied-To in G5:
@juste_petr
@fklivestolearn
@gocontactcloud
@inbenta
@dialogflow
@veerendra_ellur

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@voicetechcarl
@medium
@antgrasso
@bymaddyness
@sanofifr
@larrykim
@spirosmargaris
@cyberdomain
@botsociety

Top Mentioned in G1:
@theinscribermag
@harbingersys
@elc_uoc
@prwd
@invoiceberry
@digitalplank

Top Mentioned in G2:
@mikequindazzi
@antgrasso
@spirosmargaris
@cyberdomain
@thinkmariya
@andi_staub
@marshacollier
@terence_mills
@wef
@financialbrand

Top Mentioned in G3:
@medium
@botsociety
@voicetechcarl
@novonordisk
@actelion
@leo
@cittimagazine
@szul
@msharmas
@hcitexpert

Top Mentioned in G4:
@larrykim
@mikequindazzi
@botsociety
@mobilemonkey
@andrepalko
@evankirstel
@paula_piccard
@mitulmakadia
@psb_dc
@fintechcircle

Top Mentioned in G5:
@startgrowthhack
@dfernandez_m
@mcgrathstevan
@juniperresearch
@janakiramm
@thenewstack
@ronald_vanloon
@kashthefuturist
@diofavatas
@gvalan

Top Mentioned in G6:
@tsystems_mms
@otto_de
@hootsuitede
@computerwoche
@telegram
@digitalkndrgrtn
@kroker
@techtarget
@1000digital
@kevin_bbde

Top Mentioned in G7:
@bymaddyness
@sanofifr
@kap_code
@adel__mebarki
@orangehcare
@orangebusiness
@vitaliisabelle
@smartly_ai
@sftjuniors
@theschoolab

Top Mentioned in G8:
@voicetechcarl
@oracle
@jadu
@mikedevelops
@oraclecloud
@oraclehcm
@ukoug
@unistrathclyde
@uofglasgow
@caledoniannews

Top Mentioned in G9:
@annettefranz
@sueduris
@ebay
@starbucks
@mitsmr
@pvkannan
@jbernoff
@unymirausu
@frsilicon
@24_7_inc

Top Mentioned in G10:
@sap
@futurism
@markessfr
@e_cites
@tomg_
@medefgdlille
@pdelacom
@journaldunet
@infoworld
@ygrandmontagne

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@sectest9
@cyberdomain
@nosqldigest
@jiocare
@edinburghwatch
@evankirstel
@gamergeeknews
@chidambara09
@fintechna

Top Tweeters in G1:
@eng470527
@joseph_santoro
@johnkoetsier
@advertisinglaw
@aitnews
@drugfamdaren
@mohdkhan_0786
@briangilad
@eng380workshop
@fronetics

Top Tweeters in G2:
@sectest9
@cyberdomain
@nosqldigest
@evankirstel
@gamergeeknews
@fintechna
@biconnections
@calcaware
@marshacollier
@akwyz

Top Tweeters in G3:
@infopronetwork
@b2community
@martinabutters
@datascience__
@pardoe_ai
@entrepreneur
@revolutionscen
@derickson
@dme_health
@theiotwarehouse

Top Tweeters in G4:
@chidambara09
@jeffbullas
@wsj
@inc
@andrewmorrisuk
@jeandoobs
@chahali
@kuriharan
@juliomayol
@socialmedia2day

Top Tweeters in G5:
@gvalan
@drferdowsi
@junjudapi
@startup_nerd
@cyberdyne
@datafloq
@robinheed
@ronald_vanloon
@gdsalesgroup
@tech__addicts

Top Tweeters in G6:
@slackhq
@manifattura40
@wiwo
@computerwoche
@falkatw
@kroker
@brainroaring
@toni_fontana
@msarozz
@klauseck

Top Tweeters in G7:
@caring_mobile
@maximilienia
@bymaddyness
@agfconsultant
@orangebusiness
@thecloudsumo
@fpittana
@alrobert__
@mlcarlutti
@orangehcare

Top Tweeters in G8:
@hermesparcels
@ianmcalvert
@abhinavpoonia
@topstartupsusa
@jluisperezg
@digitalsurviva1
@kyknettv
@beverlymacy
@uniwestscotland
@pat

Top Tweeters in G9:
@starbucks
@2morrowknight
@nvsdata
@annettefranz
@bobehayes
@dish
@sueduris
@mitsmr
@frsilicon
@km_delivery

Top Tweeters in G10:
@ramsesgs
@vvagias
@javierbalan
@jeanlucmarini
@accountingwebuk
@futurism
@journaldunet
@infoworld
@gregsacco75
@sap