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cmswire_2017-11-14_08-41-57.xlsx
cmswire_2017-11-14_08-41-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2017
Short Description:
cmswire via NodeXL http://bit.ly/2zYsRiE
@cmswire
@domnicastro
@jaberant
@druadh20
@hreisinger
@kayaismail
@iotimelab
@emorphy
@rbakercnn

Description:
Description
The graph represents a network of 2,702 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 November 2017 at 16:43 UTC.

The requested start date was Tuesday, 14 November 2017 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 18-hour, 17-minute period from Wednesday, 01 November 2017 at 06:21 UTC to Tuesday, 14 November 2017 at 00:39 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 : 2702
Unique Edges : 3538
Edges With Duplicates : 2838
Total Edges : 6376
Self-Loops : 2359
Reciprocated Vertex Pair Ratio : 0.027992277992278
Reciprocated Edge Ratio : 0.0544600938967136
Connected Components : 782
Single-Vertex Connected Components : 666
Maximum Vertices in a Connected Component : 1639
Maximum Edges in a Connected Component : 4719
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.536549
Graph Density : 0.00043778505699153
Modularity : 0.443231
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[94] https://www.cmswire.com/digital-experience/its-time-to-get-serious-about-voice/
[51] https://www.cmswire.com/internet-of-things/voice-search-optimization-101-what-marketers-need-to-know/
[49] https://www.cmswire.com/internet-of-things/how-to-deal-with-iot-security-threats/
[41] https://www.cmswire.com/digital-marketing/machine-learning-will-transform-the-advertising-industry/
[38] https://www.cmswire.com/internet-of-things/9-iot-problems-to-add-to-your-security-worries/
[33] https://www.cmswire.com/customer-experience/how-machine-learning-improves-customer-experience-and-increases-revenue/
[32] https://www.cmswire.com/digital-marketing/what-audio-marketing-is-and-why-it-should-be-a-part-of-your-content-strategy/?utm_content=buffer13ea2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[29] https://www.cmswire.com/digital-workplace/how-to-manage-digital-workplace-tool-overload/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=cm&utm_content=all-articles-rss
[28] http://www.cmswire.com/
[26] https://www.cmswire.com/digital-marketing/what-audio-marketing-is-and-why-it-should-be-a-part-of-your-content-strategy/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss

Top URLs in Tweet in G1:
[16] https://www.cmswire.com/internet-of-things/how-to-deal-with-iot-security-threats/
[14] https://www.cmswire.com/digital-marketing/what-audio-marketing-is-and-why-it-should-be-a-part-of-your-content-strategy/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[11] https://www.cmswire.com/digital-marketing/tips-for-getting-started-with-vr-ar-marketing/
[11] https://www.cmswire.com/digital-workplace/11-ways-to-improve-your-digital-workplace/
[9] https://www.cmswire.com/internet-of-things/9-iot-problems-to-add-to-your-security-worries/
[9] https://www.cmswire.com/analytics/technology-strategy-tips-for-your-digital-analytics-program/
[8] https://www.cmswire.com/digital-workplace/how-to-manage-digital-workplace-tool-overload/
[8] https://www.cmswire.com/digital-workplace/how-to-manage-digital-workplace-tool-overload/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=cm&utm_content=all-articles-rss
[8] https://www.cmswire.com/digital-workplace/do-you-need-a-chief-employee-experience-officer-ceeo/
[7] https://www.cmswire.com/internet-of-things/voice-search-optimization-101-what-marketers-need-to-know/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss

Top URLs in Tweet in G2:
[32] https://www.cmswire.com/digital-marketing/machine-learning-will-transform-the-advertising-industry/
[14] https://www.cmswire.com/digital-workplace/10-best-companies-to-work-for-in-tech/
[9] https://www.cmswire.com/information-management/opentext-counters-documentum-criticisms/
[9] https://www.cmswire.com/customer-experience/how-the-power-of-simple-helps-to-navigate-the-buyer-journey/
[8] https://www.cmswire.com/digital-marketing/how-geotagging-helps-marketers-locate-active-customers/?utm_source=twitter.com&utm_medium=social&utm_campaign=cm&utm_content=st-110117
[8] https://www.cmswire.com/digital-workplace/so-you-want-to-be-a-tech-leader/
[8] https://www.cmswire.com/digital-workplace/process-is-the-key-to-success-as-your-business-grows/
[8] https://www.cmswire.com/digital-workplace/how-to-manage-digital-workplace-tool-overload/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=cm&utm_content=all-articles-rss
[7] https://www.cmswire.com/digital-marketing/how-geotagging-helps-marketers-locate-active-customers/
[7] https://www.cmswire.com/digital-workplace/how-to-manage-digital-workplace-tool-overload/

Top URLs in Tweet in G3:
[28] http://www.cmswire.com/
[7] https://www.cmswire.com/digital-workplace/how-to-manage-digital-workplace-tool-overload/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=cm&utm_content=all-articles-rss
[7] https://www.cmswire.com/digital-experience/is-the-solution-to-information-overload-more-technology/
[6] https://www.cmswire.com/digital-marketing/what-is-marketo-a-marketers-guide/?hootPostID=f818ce00927081402163eabbeda137a7
[6] http://okt.to/UqnFRc
[5] https://www.cmswire.com/digital-experience/forget-bitcoin-data-is-the-prime-currency-for-chief-digital-officers/?utm_source=twitter.com&utm_medium=social&utm_campaign=cm&utm_content=st-103017
[5] https://www.cmswire.com/digital-marketing/tips-for-getting-started-with-vr-ar-marketing
[5] https://www.cmswire.com/digital-experience/organizations-need-talent-for-digital-transformation/
[4] https://www.cmswire.com/digital-marketing/rishi-dave-from-chemical-engineering-to-marketing-technology/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[4] https://www.cmswire.com/digital-workplace/9-big-community-and-collaboration-platform-trends-for-2018/

Top URLs in Tweet in G4:
[24] https://www.cmswire.com/internet-of-things/how-to-deal-with-iot-security-threats/
[21] https://www.cmswire.com/internet-of-things/9-iot-problems-to-add-to-your-security-worries/
[9] https://www.cmswire.com/internet-of-things/how-to-deal-with-iot-security-threats/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+How%2520to%2520Deal%2520With%2520IoT%2520Security%2520Threats#.WgEgaCu2kVI.twitter
[8] https://www.cmswire.com/internet-of-things/how-to-deal-with-iot-security-threats/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[4] https://www.cmswire.com/internet-of-things/9-iot-problems-to-add-to-your-security-worries/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[4] https://goo.gl/dvefyE
[4] https://www.cmswire.com/digital-experience/the-gdpr-and-plain-language-what-you-need-to-do-to-comply/?es_p=5276476
[4] https://www.cmswire.com/digital-workplace/11-ways-to-improve-your-digital-workplace/?utm_content=buffer08454&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://r.socialstudio.radian6.com/8d1fcd9b-f692-472a-bb72-2ea1e8125982
[3] https://www.cmswire.com/internet-of-things/9-iot-problems-to-add-to-your-security-worries/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+9%2520IoT%2520Problems%2520to%2520Add%2520to%2520Your%2520Security%2520Worries#.WgLYsVpp5s8.twitter

Top URLs in Tweet in G5:
[92] https://www.cmswire.com/digital-experience/its-time-to-get-serious-about-voice/
[1] https://twitter.com/i/web/status/929733684193873920

Top URLs in Tweet in G6:
[8] https://www.cmswire.com/digital-experience/forget-bitcoin-data-is-the-prime-currency-for-chief-digital-officers/
[6] http://www.cmswire.com/digital-experience/growth-hacking-goes-wrong-when-it-forgets-the-customer/
[5] https://www.cmswire.com/information-management/artificial-intelligence-is-the-new-business-intelligence/
[4] https://www.cmswire.com/customer-experience/when-case-management-fails-the-curious-incident-of-the-red-bag/?utm_content=62468201&utm_medium=social&utm_source=twitter
[3] https://www.cmswire.com/customer-experience/when-case-management-fails-the-curious-incident-of-the-red-bag/?utm_content=62468199&utm_medium=social&utm_source=twitter
[3] https://www.cmswire.com/customer-experience/machine-learning-ushers-in-a-new-era-of-customer-experience
[3] https://www.cmswire.com/digital-experience/blockchain-will-stall-until-it-finds-its-killer-app/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+Blockchain%2520Will%2520Stall%2520Until%2520it%2520Finds%2520Its%2520Killer%2520App#.WgE2ZeZ9d6Y.twitter
[2] https://www.cmswire.com/customer-experience/when-case-management-fails-the-curious-incident-of-the-red-bag/?utm_content=62468202&utm_medium=social&utm_source=twitter
[2] https://www.cmswire.com/customer-experience/when-case-management-fails-the-curious-incident-of-the-red-bag/
[2] https://www.cmswire.com/customer-experience/when-case-management-fails-the-curious-incident-of-the-red-bag/?utm_content=62468203&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G7:
[12] https://www.cmswire.com/digital-marketing/tips-for-getting-started-with-vr-ar-marketing/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+Tips%2520For%2520Getting%2520Started%2520With%2520VR%2520%2526%2520AR%2520Marketing#.Wfri2jHIo54.twitter
[11] https://www.cmswire.com/digital-marketing/tips-for-getting-started-with-vr-ar-marketing/?utm_content=buffera6905&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.cmswire.com/digital-workplace/aligning-workplace-collaboration-and-communication-with-your-intranet/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[6] https://www.cmswire.com/digital-marketing/tips-for-getting-started-with-vr-ar-marketing/?utm_content=bufferdc9e9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.cmswire.com/digital-workplace/the-managers-guide-to-transparency-in-the-workplace/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[5] https://www.cmswire.com/web-cms/silverstripe-4-beta-ends-more-open-source-cms-news/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[5] https://www.cmswire.com/customer-experience/do-marketers-really-need-crm/
[5] https://www.cmswire.com/digital-experience/a-blockchain-platform-plans-to-hand-data-ownership-back-to-individuals/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+A%2520Blockchain%2520Platform%2520Plans%2520to%2520Hand%2520Data%2520Ownership%2520Back%2520to%2520Individuals#.WgDcTfnF_Ng.twitter
[5] https://www.linkedin.com/slink?code=eyk-z3q
[4] https://www.cmswire.com/digital-workplace/how-microsoft-teams-encourages-employee-collaboration/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss

Top URLs in Tweet in G8:
[8] https://www.cmswire.com/digital-experience/why-email-is-the-essential-growth-marketing-hack/?utm_content=buffer910a1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.cmswire.com/digital-experience/growth-hacking-goes-wrong-when-it-forgets-the-customer/?ref=quuu&utm_content=buffer5751c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.cmswire.com/digital-experience/growth-hacking-goes-wrong-when-it-forgets-the-customer/?ref=quuu&utm_content=buffer9fbdb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.cmswire.com/digital-workplace/forget-slack-vs-email-think-slack-plus-email/
[2] http://www.cmswire.com/digital-experience/growth-hacking-goes-wrong-when-it-forgets-the-customer/?ref=quuu&utm_content=buffer62161&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.cmswire.com/digital-marketing/tips-for-getting-started-with-vr-ar-marketing/?utm_content=buffera6905&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/RickKing16/status/926628823399129089#labnol
[2] https://www.cmswire.com/digital-marketing/tips-for-getting-started-with-vr-ar-marketing
[2] http://www.cmswire.com/digital-experience/growth-hacking-goes-wrong-when-it-forgets-the-customer/?ref=quuu&utm_content=buffere002f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.cmswire.com/digital-experience/growth-hacking-goes-wrong-when-it-forgets-the-customer/?ref=quuu&utm_content=bufferf5ccf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[8] http://route.overnewser.com/iot_newz/?url=https://www.cmswire.com/internet-of-things/9-iot-problems-to-add-to-your-security-worries/&utm_source=TrendyNewz&utm_medium=IoT_Newz&utm_campaign=article
[3] https://www.cmswire.com/cms/digital-marketing/learn-the-abcs-of-cmos-028385.php?sf7971205=1&utm_campaign=MK_Social
[3] http://route.overnewser.com/iot_newz/?url=https://www.cmswire.com/internet-of-things/how-to-deal-with-iot-security-threats/&utm_source=TrendyNewz&utm_medium=IoT_Newz&utm_campaign=article
[3] https://www.cmswire.com/digital-workplace/the-managers-guide-to-transparency-in-the-workplace/?utm_source=cmswire.com&utm_medium=email&utm_campaign=cm&utm_content=nl-daily-171101&mkt_tok=eyJpIjoiWlRNME5EZzFObU15WldKaiIsInQiOiJibERaNTU2TUdRTkh6RTRnOTNGa2E5MDdKdUVpcXJZaG92YkxBazZta2NFOEhqREZOSUNaN2tcL2tlSWNqSmFER1dpV0VHMXVkd3ZPNzFiVHRScGdpNEdFOFRKcXB2Mnp2c1NPVGJEbHRybVh1QUJORzM0d2xTUnlNOG1mK29aamUifQ%3D%3D
[2] https://www.dxsummit.com/2017/topics/lunch-learn-art-engagement-giving-heart-structure-organization/?utm_campaign=dxsummit&utm_medium=social&utm_source=cxpa&utm_content=soc-cxpa
[2] Engagement&utm_content=62855735&utm_medium=social&utm_source=twitter
[2] https://www.cmswire.com/internet-of-things/voice-search-optimization-101-what-marketers-need-to-know/
[2] https://www.cmswire.com/customer-experience/how-machine-learning-improves-customer-experience-and-increases-revenue/
[2] https://www.youtube.com/watch?v=QccmEieiATo
[2] http://dy.si/95f7N

Top URLs in Tweet in G10:
[26] https://www.cmswire.com/digital-marketing/what-audio-marketing-is-and-why-it-should-be-a-part-of-your-content-strategy/?utm_content=buffer13ea2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.cmswire.com/customer-experience/how-machine-learning-can-raise-the-bar-in-customer-service/
[2] http://cmswire.com/digital-marketing/what-audio-marketing-is-and-why-it-should-be-a-part-of-your-content-strategy/?utm_source=contentstudio.io&utm_medium=referral
[1] https://www.cmswire.com/analytics/technology-strategy-tips-for-your-digital-analytics-program/
[1] https://www.cmswire.com/internet-of-things/9-iot-problems-to-add-to-your-security-worries/
[1] https://twitter.com/i/web/status/923748172681416705
[1] https://twitter.com/i/web/status/918898690584141824
[1] https://twitter.com/i/web/status/925085940996980736
[1] https://twitter.com/i/web/status/928617688980746240
[1] https://goo.gl/Wpr8WY?utm_content=62752360&utm_medium=social&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[3423] cmswire.com
[437] dlvr.it
[423] twitter.com
[139] linkedin.com
[80] dy.si
[61] feedburner.com
[46] t.co
[46] google.com
[36] ow.ly
[28] fb.me

Top Domains in Tweet in G1:
[703] cmswire.com
[99] twitter.com
[84] linkedin.com
[41] google.com
[24] feedburner.com
[11] dy.si
[10] okt.to
[10] facebook.com
[9] fb.me
[8] ow.ly

Top Domains in Tweet in G2:
[677] cmswire.com
[137] dlvr.it
[113] twitter.com
[39] dy.si
[32] t.co
[22] ow.ly
[12] dxsummit.com
[10] snip.ly
[9] linkedin.com
[6] simplermedia.com

Top Domains in Tweet in G3:
[312] cmswire.com
[222] dlvr.it
[40] twitter.com
[14] linkedin.com
[11] dy.si
[6] okt.to
[4] dxsummit.com
[3] ow.ly
[3] bit.ly
[3] t.co

Top Domains in Tweet in G4:
[253] cmswire.com
[30] feedburner.com
[9] twitter.com
[8] dlvr.it
[4] goo.gl
[4] radian6.com
[2] linkedin.com
[1] t.co
[1] ow.ly

Top Domains in Tweet in G5:
[92] cmswire.com
[1] twitter.com

Top Domains in Tweet in G6:
[88] cmswire.com
[20] twitter.com
[6] dy.si
[3] linkedin.com
[3] bit.ly
[2] dlvr.it
[2] digitalassetmanagement.com
[2] fb.me
[1] martechtoday.com
[1] ibm.com

Top Domains in Tweet in G7:
[218] cmswire.com
[8] twitter.com
[6] linkedin.com
[5] qoo.ly
[3] dlvr.it
[3] amazon.com
[3] dy.si
[2] loyaltymanagers.com
[1] snip.ly
[1] ow.ly

Top Domains in Tweet in G8:
[74] cmswire.com
[6] twitter.com
[3] dlvr.it
[2] feedburner.com
[1] apple.news
[1] quuu.co

Top Domains in Tweet in G9:
[28] cmswire.com
[11] overnewser.com
[7] twitter.com
[4] dxsummit.com
[2] bit.ly
[2] dlvr.it
[2] youtube.com
[2] dy.si
[1] cxpa.org
[1] smg.io

Top Domains in Tweet in G10:
[33] cmswire.com
[4] twitter.com
[2] goo.gl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[244] digitalworkplace
[220] digital
[201] marketing
[194] tech
[178] ai
[176] digitaltransformation
[176] cx
[166] machinelearning
[161] digitalmarketing
[160] iot



Top Hashtags in Tweet in G1:
[51] cms
[26] cx
[24] data
[23] marketing
[20] iot
[19] ai
[16] digitalmarketing
[15] tech
[15] callcenter
[15] it

Top Hashtags in Tweet in G2:
[123] contentmarketing
[85] digitalworkplace
[70] digital
[49] marketing
[48] cx
[48] machinelearning
[44] digitalexperience
[39] dxs17
[39] digitaltransformation
[37] digitalmarketing

Top Hashtags in Tweet in G3:
[77] digitalworkplace
[59] digitalmarketing
[57] digitalexperience
[47] dx
[44] cxm
[38] digitaltransformation
[33] customerexperience
[28] digital
[15] dxs17
[15] df17

Top Hashtags in Tweet in G4:
[55] iot
[38] cybersecurity
[35] security
[26] tech
[23] internetofthings
[17] digitalworkplace
[14] innovation
[12] infosec
[10] bigdata
[8] ai

Top Hashtags in Tweet in G5:
[4] voice
[4] customers
[4] technology
[4] thefutureofretail
[4] ecommerce

Top Hashtags in Tweet in G6:
[47] digitaltransformation
[21] customerexperience
[11] blockchain
[11] data
[8] digital
[8] cx
[6] machinelearning
[5] bitcoin
[5] bigdata
[3] killerapp

Top Hashtags in Tweet in G7:
[28] vr
[27] fintech
[23] ar
[20] virtualreality
[20] tech
[19] analytics
[14] augmentedreality
[13] blockchain
[10] marketing
[9] digitaltransformation

Top Hashtags in Tweet in G8:
[63] growthhacking
[14] digitalmarketing
[11] emailmarketing
[10] augmentedreality
[7] vr
[7] ar
[6] virtualreality
[3] email
[3] marketing
[2] entrepreneur

Top Hashtags in Tweet in G9:
[12] iot
[10] cx
[8] machinelearning
[5] cmo
[5] digitalworkplace
[4] cxpa
[4] ai
[3] marketing
[3] customerexperience
[3] digitaltransformation

Top Hashtags in Tweet in G10:
[36] marketing
[29] machinelearning
[29] content
[26] ai
[26] ml
[26] tech
[23] martech
[23] adtech
[3] cx
[3] iot

Top Words
Top Words in Tweet in Entire Graph:
[1876] Words in Sentiment List#1: Positive
[1246] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[58845] Non-categorized Words
[61967] Total Words
[1232] cmswire
[825] digital
[604] marketing
[402] workplace
[397] customer

Top Words in Tweet in G1:
[188] digital
[116] marketing
[102] workplace
[73] experience
[73] cms
[72] cmswire
[68] customer
[67] data
[62] iot
[61] strategy

Top Words in Tweet in G2:
[642] cmswire
[203] digital
[192] kayaismail
[127] live
[124] future
[123] marketing
[123] contentmarketing
[122] video
[99] workplace
[85] digitalworkplace

Top Words in Tweet in G3:
[168] cmswire
[115] domnicastro
[91] digital
[77] digitalworkplace
[64] marketing
[61] need
[59] digitalmarketing
[57] digitalexperience
[55] dx
[51] marketo

Top Words in Tweet in G4:
[132] security
[131] iot
[104] druadh20
[75] deal
[75] threats
[59] cmswire
[48] tech
[42] 9
[42] problems
[42] add

Top Words in Tweet in G5:
[184] time
[96] voice
[92] serious
[92] indeed
[91] brianroemmele
[4] fundamentally
[4] changing
[4] way
[4] interact
[4] customers

Top Words in Tweet in G6:
[58] data
[49] cmswire
[47] digitaltransformation
[37] lisamloftis
[28] digital
[27] between
[26] sas'
[25] common
[25] denominator
[25] elements

Top Words in Tweet in G7:
[62] marketing
[60] cmswire
[58] tips
[57] vr
[52] ar
[51] getting
[49] started
[37] emorphy
[31] blockchain
[30] tech

Top Words in Tweet in G8:
[63] growthhacking
[55] goes
[55] wrong
[55] forgets
[55] customer
[55] jaberant
[29] marketing
[17] started
[15] tips
[15] getting

Top Words in Tweet in G9:
[16] cmswire
[13] stgmaier
[13] iot
[12] cx
[12] security
[10] iot_newz
[9] transparency
[8] workplace
[8] 9
[8] problems

Top Words in Tweet in G10:
[36] marketing
[30] strategy
[29] machinelearning
[29] audio
[29] part
[29] content
[28] http
[28] rbakercnn
[26] machine
[26] learning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[277] digital,workplace
[149] live,video
[147] security,threats
[137] iot,security
[136] video,future
[131] deal,iot
[129] digital,experience
[128] machine,learning
[126] kayaismail,cmswire
[117] vr,ar

Top Word Pairs in Tweet in G1:
[76] digital,workplace
[33] iot,security
[32] analytics,buzzword
[32] buzzword,bingo
[32] bingo,solution
[32] solution,right
[32] digital,experience
[31] confuse,ecommerce
[31] ecommerce,digital
[31] security,threats

Top Word Pairs in Tweet in G2:
[125] kayaismail,cmswire
[122] live,video
[117] video,future
[111] future,contentmarketing
[111] contentmarketing,kayaismail
[76] digital,workplace
[49] industry,cmswire
[41] transform,advertising
[41] advertising,industry
[35] tool,overload

Top Word Pairs in Tweet in G3:
[44] cxm,dx
[30] need,talent
[24] geotagging,helps
[24] helps,marketers
[24] marketers,locate
[24] locate,active
[24] active,customers
[22] marketer's,guide
[22] digital,workplace
[20] domnicastro,digitalmarketing

Top Word Pairs in Tweet in G4:
[75] security,threats
[63] iot,security
[62] deal,iot
[42] 9,iot
[42] iot,problems
[42] problems,add
[42] add,security
[42] security,worries
[30] threats,druadh20
[23] digital,workplace

Top Word Pairs in Tweet in G5:
[92] time,serious
[92] serious,voice
[92] voice,indeed
[92] indeed,time
[91] brianroemmele,time
[4] voice,fundamentally
[4] fundamentally,changing
[4] changing,way
[4] way,interact
[4] interact,customers

Top Word Pairs in Tweet in G6:
[30] digitaltransformation,data
[26] sas',lisamloftis
[25] common,denominator
[25] denominator,between
[25] between,elements
[25] elements,digitaltransformation
[25] data,sas'
[17] killer,app
[15] fails,curious
[15] curious,incident

Top Word Pairs in Tweet in G7:
[49] getting,started
[49] vr,ar
[48] tips,getting
[48] started,vr
[48] ar,marketing
[22] marketing,emorphy
[18] really,need
[16] marketers,really
[16] need,crm
[12] emorphy,virtualreality

Top Word Pairs in Tweet in G8:
[55] goes,wrong
[55] wrong,forgets
[55] forgets,customer
[55] customer,jaberant
[54] growthhacking,goes
[15] tips,getting
[15] getting,started
[11] started,vr
[11] vr,ar
[11] ar,marketing

Top Word Pairs in Tweet in G9:
[8] 9,iot
[8] iot,problems
[8] problems,add
[8] add,security
[8] security,worries
[7] transparency,workplace
[7] workplace,stgmaier
[7] iot_newz,9
[6] manager,s
[6] s,guide

Top Word Pairs in Tweet in G10:
[29] audio,marketing
[29] marketing,part
[29] part,content
[29] content,strategy
[27] strategy,rbakercnn
[26] machine,learning
[26] ai,machinelearning
[25] marshacollier,audio
[25] rbakercnn,http
[23] deeplearn007,machine

Top Replied-To
Top Replied-To in Entire Graph:
@cmswire
@kayaismail
@robharles
@saphybris
@mikaelpittam
@kishancv
@gartner
@instructure
@nimble
@peterkrogh

Top Replied-To in G2:
@cmswire
@saphybris
@robharles
@kayaismail
@mikaelpittam
@nimble
@marketo
@bdunwood
@silverstripe
@lucyventresca

Top Replied-To in G3:
@cmswire
@domnicastro
@thedxsummit
@cre8ivesparkdmg

Top Replied-To in G6:
@peterkrogh

Top Replied-To in G7:
@kishancv

Top Mentioned
Top Mentioned in Entire Graph:
@cmswire
@kayaismail
@domnicastro
@druadh20
@brianroemmele
@emorphy
@jaberant
@lisamloftis
@tiffani_bova
@thedxsummit

Top Mentioned in G1:
@456list
@lianabell8
@salinafirm
@aukendog
@rashmikamod
@amahr1

Top Mentioned in G2:
@cmswire
@kayaismail
@domnicastro
@kishancv
@druadh20
@jc_choisez
@jeffsheehan
@mteegee
@emorphy
@thedxsummit

Top Mentioned in G3:
@cmswire
@domnicastro
@thedxsummit
@actbrilliant
@rwang0
@marketo
@kayaismail
@chriskanaracus
@courtneysato
@gerrymcgovern

Top Mentioned in G4:
@druadh20
@cmswire
@cybersecboardrm
@neuroyoder
@tonytravis01
@intranetexperts
@dnn
@cciein8weeks
@wayra
@inostix

Top Mentioned in G5:
@brianroemmele
@yuhelenyu

Top Mentioned in G6:
@cmswire
@lisamloftis
@frankpalermo
@jmancini77
@sassoftware
@siobhan__fagan
@skingstone
@joellindsey
@kevinmazille
@kickibvall

Top Mentioned in G7:
@cmswire
@emorphy
@blockchainage
@timothy_hughes
@rickking16
@cathyhackl
@algebraixdata
@beckercs
@frankpalermo
@monioloyede

Top Mentioned in G8:
@jaberant
@assistantbecky
@cmswire
@thefuturus
@_reya_s
@michlschmitt
@junto_digital
@bedrosgesaratsi
@domnicastro
@upvoted_io

Top Mentioned in G9:
@cmswire
@stgmaier
@iot_newz
@jmmoran12
@dianemagers
@lisabonanno
@oraclecx
@cxpa_assoc
@thedxsummit
@thecmoclub

Top Mentioned in G10:
@rbakercnn
@marshacollier
@deeplearn007
@cmswire
@ismnetinc

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@resilient_ent
@arkangelscrap
@robre62
@startupcrunch
@roomeezon
@tech_sharer
@startuprealtime
@sectest9
@marylolagouge

Top Tweeters in G1:
@startupcrunch
@innova_scape
@britonanddane
@b1a10
@cyberexaminer
@markmilleritpro
@secmash
@fmarin_es
@authorkmeador
@media2commerce

Top Tweeters in G2:
@marylolagouge
@evankirstel
@ericdemarylebon
@bot_innovation
@lelkan
@howardstrauber
@youbrandinc
@dolarhoycol
@johnlusher
@travelman0007

Top Tweeters in G3:
@sectest9
@securitynews6
@infosecurity99
@rwang0
@pistach01
@kuriharan
@holgermu
@bereanopartners
@piewords
@zimanaanalytics

Top Tweeters in G4:
@resilient_ent
@roomeezon
@mccarrenbill
@agedchild003
@iotimelab
@info_dirigentes
@nancyrubin
@hrcurator
@deluca
@zengowebservice

Top Tweeters in G5:
@leimer
@marcokailashweb
@psb_dc
@brianroemmele
@sadatou11
@owiblog
@yadi_363
@dgb_9hitta
@fishdog0
@cainvestr352

Top Tweeters in G6:
@utarsystems
@insidestat
@spirosmargaris
@digitalayrshire
@rautsan
@darioandriani
@sassoftware
@baltomel
@srh131
@jessewilkins

Top Tweeters in G7:
@startuprealtime
@galtsgirl
@kingofpayments
@dj_shaily
@toyotaequipment
@timothy_hughes
@rickking16
@vulcanadagency
@motolin5
@dinisguarda

Top Tweeters in G8:
@evanderburg
@nicochan33
@redrabbitideas
@vr_technology
@hydravr
@scottscanlon
@ranjeetk1008
@bharat_satya
@rabbitmessages
@masoodalam51

Top Tweeters in G9:
@miamivice_22
@shakamunyi
@technoxray
@bobehayes
@1001cjd
@jqhmgk9i1iqdkey
@sueduris
@jamilbathaa
@colinshaw_cx
@jeanniecw

Top Tweeters in G10:
@robre62
@alevergara78
@chanyatang2
@gedespi
@marshacollier
@wanderermegan
@alexia_lavoie
@purvisrobinson
@bennatureaddict
@geekjimilee