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martech_2017-08-12_23-00-14.xlsx
martech_2017-08-12_23-00-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2017
Short Description:
martech via NodeXL http://bit.ly/2fCw1jk
@deeplearn007
@chiefmartec
@mtechbot
@martech_today
@tamaramccleary
@martechexec
@jblefevre60

Description:
Description
The graph represents a network of 3,240 Twitter users whose tweets in the requested range contained "martech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 August 2017 at 06:02 UTC.

The requested start date was Sunday, 13 August 2017 at 00:01 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 6-day, 1-hour, 54-minute period from Sunday, 06 August 2017 at 21:50 UTC to Saturday, 12 August 2017 at 23:45 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 : 3240
Unique Edges : 4597
Edges With Duplicates : 2176
Total Edges : 6773
Self-Loops : 1898
Reciprocated Vertex Pair Ratio : 0.00967351874244256
Reciprocated Edge Ratio : 0.0191616766467066
Connected Components : 754
Single-Vertex Connected Components : 599
Maximum Vertices in a Connected Component : 2215
Maximum Edges in a Connected Component : 5403
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.096597
Graph Density : 0.000397832740634017
Modularity : 0.546435
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[94] http://clktr4ck.com/zag1
[79] http://chiefmartec.com/2017/05/proposed-model-organizing-chaos-marketing-technology/
[66] http://blog.red-website-design.stfi.re/wp-content/uploads/2017/01/150-Digital-Marketing-Tools-Your-Business-Needs-in-2017-1.jpg?sf=eovypee
[54] http://cm.gy/42v5
[39] http://searchengineland.com/marketing-organization-ready-martech-280583
[39] https://www.google.com.ar/amp/www.business2community.com/marketing/4-types-martech-stacks-big-implications-marketing-operations-01529235/amp
[32] https://thefinancialbrand.com/66864/banking-digital-behavioral-marketing-technology-strategies/
[30] http://www.drakehub.com/knowledge-hub/2017/7/how-machine-learning-will-be-used-for-marketing-in-2017/
[30] https://venturebeat.com/2017/08/05/is-marketing-as-a-service-the-future-of-marketing/?utm_content=bufferafda5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] http://chiefmartec.com/2017/08/martech-manifesto-grand-view/

Top URLs in Tweet in G1:
[34] http://searchengineland.com/marketing-organization-ready-martech-280583
[21] http://marketingland.com/martech-enablement-series-part-1-martech-enablement-221224
[20] http://feeds.searchengineland.com/~r/searchengineland/~3/zNImIVH39Kg/marketing-organization-ready-martech-280583
[10] http://searchengineland.com/marketing-organization-ready-martech-280583?utm_source=dlvr.it&utm_medium=twitter
[8] http://feeds.marketingland.com/~r/mktingland/~3/1I0EzuM03yM/martech-enablement-series-part-1-martech-enablement-221224
[6] http://marketingland.com/martech-enablement-series-part-1-martech-enablement-221224?utm_source=feedburner&utm_medium=feed&utm_campaign=feed-main
[6] http://marketingland.com/martech-enablement-series-part-1-martech-enablement-221224?utm_source=dlvr.it&utm_medium=twitter
[6] http://chiefmartec.com/2017/08/martech-fit-dun-bradstreets-marketing-org/?utm_source=rss&utm_medium=rss&utm_campaign=martech-fit-dun-bradstreets-marketing-org
[5] http://chiefmartec.com/2017/08/martech-fit-dun-bradstreets-marketing-org/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=martech-fit-dun-bradstreets-marketing-org
[3] https://thenextweb.com/?post_type=tnw_guest_post&p=1062059&preview=true&utm_content=buffere8079&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[91] http://clktr4ck.com/zag1
[34] https://www.google.com.ar/amp/www.business2community.com/marketing/4-types-martech-stacks-big-implications-marketing-operations-01529235/amp
[23] https://seo.marketingtechoutlook.com/cioviewpoint/a-strong-focus-on-market-specialization-is-essential-nid-129.html
[23] https://seo.marketingtechoutlook.com/cioviewpoint/the-rise-of-the-cimo-and-other-operational-managers-assuming-control-of-it-spend-nid-126.html
[22] https://mobile-marketing.marketingtechoutlook.com/cioviewpoint/the-key-to-an-optimum-ciocmo-relationship-nid-161.html
[21] https://marketing-automation.marketingtechoutlook.com/cioviewpoint/passing-the-cmo-tech-test-what-s-the-client-benefit-nid-110.html
[16] http://blog.red-website-design.stfi.re/wp-content/uploads/2017/01/150-Digital-Marketing-Tools-Your-Business-Needs-in-2017-1.jpg?sf=eovypee
[13] https://ad-management-software.marketingtechoutlook.com/cioviewpoint/leveraging-technology-to-enhance-guest-experience-nid-218.html
[12] https://www.salesforce.com/form/conf/2017-state-of-marketing.jsp
[10] https://www.linkedin.com/pulse/industry-40-factory-qin-deng-%E9%82%93%E9%92%A6

Top URLs in Tweet in G3:
[19] https://thefinancialbrand.com/66864/banking-digital-behavioral-marketing-technology-strategies/
[13] http://www.drakehub.com/knowledge-hub/2017/7/how-machine-learning-will-be-used-for-marketing-in-2017/
[10] http://www.chiefmarketer.com/top-10-trends-to-transform-digital-marketing/
[8] http://www.targetmarketingmag.com/post/machine-learning-more-common-than-you-think/
[7] http://www.mckinsey.com/industries/media-and-entertainment/our-insights/how-can-creative-industries-benefit-from-blockchain?cid=other-eml-alt-mip-mck-oth-1708&hlkid=ab75fa8be47f4910be97e311b0ba92f0&hctky=9308057&hdpid=e9e4c6cb-5ccd-4eec-b040-5a5a57c078cc
[6] https://www.allerin.com/blog/ways-ai-can-improve-marketing-tactics
[5] https://conversationprism.com/
[5] https://thefinancialbrand.com/65079/banks-credit-unions-financial-marketing-media-prioritiy-trends/?twitter_md
[4] https://twitter.com/i/web/status/872916366650744832
[4] http://www.smeweb.com/2017/07/27/small-businesses-big-data/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G4:
[70] http://chiefmartec.com/2017/05/proposed-model-organizing-chaos-marketing-technology/
[38] http://blog.red-website-design.stfi.re/wp-content/uploads/2017/01/150-Digital-Marketing-Tools-Your-Business-Needs-in-2017-1.jpg?sf=eovypee
[22] http://chiefmartec.com/2017/08/martech-manifesto-grand-view/
[22] http://chiefmartec.com/2017/08/martech-fit-dun-bradstreets-marketing-org/
[17] https://www.dialogtech.com/blog/marketing-analytics/marketers-cannot-ignore-calls?st-t=ev_dt_2017&utm_medium=social&utm_campaign=ev_dt_2017&utm_content=tm81017
[9] http://adage.com/article/digitalnext/machine-learning-helping-martech-lead-ai-revolution/309338/
[5] http://www.marketingdive.com/news/how-ai-can-help-strike-the-right-emotional-tone-for-content/442043/
[4] http://www.spreaker.com/user/cxotalk/marketing-technololgy-the-changing-lands
[4] http://chiefmartec.com/2017/08/martech-fit-dun-bradstreets-marketing-org/?utm_content=buffer9d20d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://searchengineland.com/marketing-organization-ready-martech-280583?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[53] http://cm.gy/42v5
[7] https://www.pointillist.com/blog/top-20-martech-resources-your-summer-reading-list/?utm_source=twitter&utm_medium=social&utm_campaign=blog&utm_content=martech-resources
[6] http://marketingio.com/2017/08/07/your-must-read-martech-digest-for-monday-8717-martech/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[6] https://www.editoreye.com/site/martech
[5] http://dy.si/yyML5
[5] https://www.martechadvisor.com/articles/social-media-marketing/social-media-use-should-be-a-prerequisite-for-ceos/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.cmo.com.au/article/625819/cmo-top-8-martech-stories-week-10-august-2017/
[4] http://blog.red-website-design.stfi.re/wp-content/uploads/2017/01/150-Digital-Marketing-Tools-Your-Business-Needs-in-2017-1.jpg?sf=eovypee
[4] https://blog.hubspot.com/marketing/brands-already-using-chatbots-in-their-marketing?utm_source=dlvr.it&utm_medium=twitter
[4] https://zoommetrix.com/squeeze/cheatsheet-5steps-profitable-website-using-martech/?utm_medium=social&utm_source=twitter&utm_campaign=cheatsheet-5steps-martech

Top URLs in Tweet in G6:
[5] https://www.futurum.xyz/the-state-of-marketing-technology/
[5] https://venturebeat.com/2017/08/05/is-marketing-as-a-service-the-future-of-marketing/?utm_content=bufferab324&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://martechexec.com/article/retailers-can-master-foot-traffic.html
[4] http://snip.ly/yc5ox
[4] http://snip.ly/g8a6y
[4] http://www.chiefmarketer.com/marketing-automation-helps-prezi-improve-content-marketing/
[3] https://martechexec.com/article/media-agencies-past-digital-advertising.html
[3] http://snip.ly/o292r
[3] http://snip.ly/wx8bg
[3] http://snip.ly/ulnsc

Top URLs in Tweet in G7:
[10] http://martechseries.com/social/social-media-marketing/part-1-30-martech-twitter-handles-that-offer-incredible-b2b-marketing-insights/
[9] http://martechseries.com/analytics/evergage-secures-10m-series-c-funding/
[5] http://martechseries.com/mts-insights/interviews/interview-heather-zynczak-chief-marketing-officer-pluralsight/
[5] http://www.thewisemarketer.com/channels/data-driven-marketing/insight-importance-call-intelligence/
[4] http://martechseries.com/social/influencer-marketing/influenster-app-launches-short-form-video-reviews-feature/
[4] http://martechseries.com/mts-insights/interviews/interview-david-simon-cmo-steelhouse/
[4] http://martechseries.com/social/influencer-marketing/influencer-economy-booming/
[4] http://www.adweek.com/digital/mar-tech-is-the-hottest-new-buzzword-for-brands-and-agencies-but-what-does-it-actually-mean/?es_sh=7b442bc844a699edf08598e665cbfa4a&es_ad=76496
[3] http://chiefmartec.com/2017/07/marketing-orgs-look-like-martech-age-lets-find/
[3] https://www.martechadvisor.com/articles/account-based-marketing/building-your-abm-tech-stack-do-i-need-to-scrap-my-stack/#

Top URLs in Tweet in G8:
[6] http://ifttt.com/images/no_image_card.png
[6] https://martechtoday.com/b2b-applications-ai-marketing-two-use-cases-matter-200664
[6] http://www.cmswire.com/digital-experience/what-marketers-should-know-about-the-gdpr/
[3] https://nonviable-hostage.tumblr.com/post/164039477134
[3] https://martechtoday.com/future-ai-marketing-applications-retail-202081?utm_source=mlr&utm_medium=social&utm_campaign=hootsuite
[3] https://martechtoday.com/future-ai-marketing-applications-retail-202081?utm_content=buffer36080&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://trib.al/ZwLFWd4
[2] http://bit.ly/GDPRMarketing
[2] https://www.martechadvisor.com/articles/marketing-automation-2/what-social-media-automation-can-and-cannot-get-right/
[2] https://www.martechadvisor.com/articles/marketing-automation-2/were-in-a-martech-bubble-heres-how-to-choose-the-right-tools/

Top URLs in Tweet in G9:
[15] https://www.forbes.com/sites/forbesagencycouncil/2017/08/07/15-martech-innovations-that-are-changing-the-face-of-marketing/
[4] https://martechtoday.com/look-internal-external-marketing-impact-better-results-201047
[4] https://www.forbes.com/sites/forbesagencycouncil/2017/08/07/15-martech-innovations-that-are-changing-the-face-of-marketing/#5d231dbb3342
[3] https://www.forbes.com/sites/forbesagencycouncil/2017/08/07/15-martech-innovations-that-are-changing-the-face-of-marketing/#fbf93b933425?platform=hootsuite
[3] https://www.articulatemarketing.com/5-marketing-metrics-to-stop-measuring?ref=quuu&utm_content=buffere1e4a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.forbes.com/sites/forbescommunicationscouncil/2017/07/25/11-ways-to-bring-h2h-human2human-touch-to-a-martech-word/2/#65ae11e3e440
[2] http://www.careerarc.com/job-listing/the-creative-group-jobs-digital-strategist-martech-23432754?campaign_id=798&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[2] http://okt.to/pnxxS1
[2] https://www.forbes.com/sites/forbesagencycouncil/2017/08/07/15-martech-innovations-that-are-changing-the-face-of-marketing/#153aeb223342
[1] https://thenextweb.com/artificial-intelligence/2017/08/03/this-ai-company-leverages-social-media-speech-for-your-marketing-needs?utm_content=buffered562&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[8] http://blogs.gartner.com/andrew_frank/2017/07/21/ai-for-marketing-on-the-hype-cycle-a-long-journey-to-the-plateau/
[4] http://www.drakehub.com/knowledge-hub/2017/7/how-machine-learning-will-be-used-for-marketing-in-2017/
[3] http://www.smeweb.com/2017/07/27/small-businesses-big-data/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://www.chiefmarketer.com/top-10-trends-to-transform-digital-marketing/
[1] https://twitter.com/i/web/status/891930259444170752
[1] https://twitter.com/i/web/status/863114947898867716
[1] https://twitter.com/i/web/status/863501937291005952
[1] https://twitter.com/i/web/status/895040812094038016
[1] https://twitter.com/i/web/status/894981565964587008
[1] https://twitter.com/i/web/status/880495863029784576

Top Domains
Top Domains in Tweet in Entire Graph:
[810] twitter.com
[228] chiefmartec.com
[172] martechtoday.com
[125] linkedin.com
[112] marketingland.com
[107] marketingtechoutlook.com
[103] searchengineland.com
[97] forbes.com
[94] clktr4ck.com
[87] google.com

Top Domains in Tweet in G1:
[111] twitter.com
[73] searchengineland.com
[72] marketingland.com
[56] feedburner.com
[54] google.com
[39] chiefmartec.com
[38] martech.zone
[36] fullcontentrss.com
[30] linkedin.com
[24] forbes.com

Top Domains in Tweet in G2:
[208] twitter.com
[102] marketingtechoutlook.com
[91] clktr4ck.com
[34] com.ar
[25] stfi.re
[22] thefinancialbrand.com
[21] martechtoday.com
[14] salesforce.com
[13] linkedin.com
[13] chiefmartec.com

Top Domains in Tweet in G3:
[64] twitter.com
[32] thefinancialbrand.com
[13] drakehub.com
[13] chiefmarketer.com
[8] targetmarketingmag.com
[7] mckinsey.com
[6] allerin.com
[5] conversationprism.com
[5] marketingtechoutlook.com
[4] smeweb.com

Top Domains in Tweet in G4:
[134] chiefmartec.com
[67] twitter.com
[38] stfi.re
[28] linkedin.com
[20] dialogtech.com
[19] trib.al
[11] searchengineland.com
[9] adage.com
[7] google.com
[6] thefinancialbrand.com

Top Domains in Tweet in G5:
[97] twitter.com
[53] cm.gy
[36] martechadvisor.com
[21] trib.al
[19] editoreye.com
[16] martechtoday.com
[13] dy.si
[13] linkedin.com
[12] marketingio.com
[10] martech.zone

Top Domains in Tweet in G6:
[58] twitter.com
[36] snip.ly
[13] martechexec.com
[10] chiefmartec.com
[10] articulatemarketing.com
[6] linkedin.com
[5] futurum.xyz
[5] venturebeat.com
[5] chiefmarketer.com
[4] gartner.com

Top Domains in Tweet in G7:
[58] martechseries.com
[30] twitter.com
[7] martechtoday.com
[7] chiefmartec.com
[6] linkedin.com
[6] b2bmarketingacademy.com
[5] adweek.com
[5] thewisemarketer.com
[4] trib.al
[4] martechadvisor.com

Top Domains in Tweet in G8:
[84] martechtoday.com
[42] twitter.com
[27] trib.al
[11] martechadvisor.com
[6] ifttt.com
[6] cmswire.com
[5] tumblr.com
[4] mtech.today
[3] marketingland.com
[3] adweek.com

Top Domains in Tweet in G9:
[35] forbes.com
[10] snip.ly
[7] twitter.com
[4] martechtoday.com
[3] articulatemarketing.com
[2] careerarc.com
[2] okt.to
[1] thenextweb.com
[1] venturebeat.com
[1] siriusdecisions.com

Top Domains in Tweet in G10:
[19] twitter.com
[8] gartner.com
[4] drakehub.com
[3] smeweb.com
[2] chiefmarketer.com
[1] chiefmartec.com
[1] mckinsey.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3849] martech
[1820] marketing
[1560] ai
[932] bigdata
[889] ml
[878] machinelearning
[840] cmo
[690] digital
[670] tech
[516] iot



Top Hashtags in Tweet in G1:
[246] martech
[122] marketing
[42] smm
[38] seo
[29] ai
[27] tech
[25] contentmarketing
[23] marketer
[21] socialmedia
[20] bigdata

Top Hashtags in Tweet in G2:
[1140] martech
[754] ai
[532] bigdata
[467] marketing
[428] iot
[390] digital
[384] ml
[332] cmo
[328] datascience
[305] analytics

Top Hashtags in Tweet in G3:
[497] martech
[423] marketing
[416] ai
[379] machinelearning
[361] ml
[289] tech
[246] cmo
[185] bigdata
[157] retail
[102] digital

Top Hashtags in Tweet in G4:
[481] martech
[284] marketing
[109] ai
[66] machinelearning
[66] cmo
[65] digital
[60] bigdata
[58] ml
[39] branding
[38] tech

Top Hashtags in Tweet in G5:
[414] martech
[80] marketing
[68] adtech
[66] digitalmarketing
[60] digital
[56] ℹnfographic
[53] ads
[53] disruption
[32] ai
[22] tech

Top Hashtags in Tweet in G6:
[172] martech
[88] marketing
[21] digitalmarketing
[18] bigdata
[17] data
[12] programmatic
[12] business
[11] socialmedia
[11] ai
[10] wordpress

Top Hashtags in Tweet in G7:
[161] martech
[31] ai
[28] marketing
[27] cx
[20] cmo
[19] b2b
[14] guestpost
[10] video
[10] influencermarketing
[9] abm

Top Hashtags in Tweet in G8:
[65] martech
[30] ai
[22] marketing
[11] bigdata
[8] b2bmarketing
[7] ml
[7] retail
[6] analytics
[6] cognitive
[6] data

Top Hashtags in Tweet in G9:
[60] martech
[51] marketing
[14] b2bmarketing
[5] ai
[5] prodmgmt
[5] cio
[4] digitalmarketing
[4] socialmediamarketing
[4] smm
[4] seo

Top Hashtags in Tweet in G10:
[104] martech
[85] ai
[67] machinelearning
[61] marketing
[54] bigdata
[53] datascience
[40] cmo
[38] data
[31] ml
[28] insights

Top Words
Top Words in Tweet in Entire Graph:
[1829] Words in Sentiment List#1: Positive
[1167] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[77410] Non-categorized Words
[80406] Total Words
[4963] martech
[2778] marketing
[1682] ai
[957] digital
[930] bigdata

Top Words in Tweet in G1:
[880] martech
[429] marketing
[141] enablement
[120] series
[103] organization
[103] ready
[75] s
[74] 1
[72] part
[68] 15

Top Words in Tweet in G2:
[1160] martech
[762] ai
[552] marketing
[532] bigdata
[468] digital
[428] iot
[384] ml
[354] cmo
[328] datascience
[313] analytics

Top Words in Tweet in G3:
[501] martech
[498] marketing
[425] ai
[379] machinelearning
[361] ml
[348] deeplearn007
[296] tech
[247] cmo
[185] bigdata
[163] marketers

Top Words in Tweet in G4:
[585] martech
[368] marketing
[196] chiefmartec
[163] tamaramccleary
[123] digital
[109] ai
[82] technology
[73] organizing
[73] chaos
[71] proposed

Top Words in Tweet in G5:
[474] martech
[153] marketing
[77] digital
[69] adtech
[66] digitalmarketing
[60] t
[57] ads
[57] co
[56] ℹhttps
[56] ℹnfographic

Top Words in Tweet in G6:
[191] martech
[123] marketing
[63] martechexec
[27] out
[21] find
[21] digitalmarketing
[20] data
[18] bigdata
[17] best
[17] marketers

Top Words in Tweet in G7:
[173] martech
[58] marketing
[32] ai
[27] cmo
[27] cx
[23] insights
[20] b2b
[17] read
[16] stack
[16] influencers

Top Words in Tweet in G8:
[108] martech
[101] martech_today
[80] marketing
[53] ai
[30] s
[21] retail
[19] more
[18] b2b
[17] future
[16] today

Top Words in Tweet in G9:
[82] martech
[80] marketing
[37] forbes
[31] 15
[29] innovations
[27] changing
[22] face
[14] b2bmarketing
[14] moutfield
[8] tamaramccleary

Top Words in Tweet in G10:
[104] martech
[93] ai
[68] marketing
[67] machinelearning
[54] bigdata
[53] cloudpreacher
[53] datascience
[41] data
[40] cmo
[31] ml

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[401] ml,martech
[396] machinelearning,marketing
[318] martech,cmo
[311] marketing,martech
[309] digital,marketing
[280] martech,digital
[268] marketing,ml
[264] analytics,bigdata
[262] ai,machinelearning
[253] datascience,martech

Top Word Pairs in Tweet in G1:
[134] martech,enablement
[103] marketing,organization
[103] organization,ready
[103] ready,martech
[69] enablement,series
[66] part,1
[65] series,part
[58] 1,martech
[51] martech,today
[48] martech,series

Top Word Pairs in Tweet in G2:
[229] analytics,bigdata
[220] datascience,martech
[217] martech,digital
[216] bigdata,cybersecurity
[213] cybersecurity,datascience
[212] hierarchy,iot
[212] iot,needs
[166] ai,ml
[141] digital,networking
[128] networking,ai

Top Word Pairs in Tweet in G3:
[269] machinelearning,marketing
[263] ml,martech
[225] martech,cmo
[185] marketing,ml
[163] cmo,tech
[157] 86,retail
[157] retail,marketers
[157] marketers,invest
[157] invest,ai
[157] ai,19

Top Word Pairs in Tweet in G4:
[108] chiefmartec,martech
[78] marketing,technology
[71] proposed,model
[71] model,organizing
[71] organizing,chaos
[71] chaos,marketing
[71] technology,chiefmartec
[60] digital,marketing
[41] martech,v
[40] themisterfavor,proposed

Top Word Pairs in Tweet in G5:
[61] adtech,martech
[56] ℹhttps,t
[56] t,co
[53] digitalmarketing,killing
[53] killing,trad'l
[53] trad'l,ads
[53] ads,ℹhttps
[53] ℹnfographic,digital
[53] digital,disruption
[53] disruption,adtech

Top Word Pairs in Tweet in G6:
[26] martech,marketing
[20] find,out
[16] marketing,martech
[15] tomfishburne,martech
[12] coffee,coffee
[10] martech,digitalmarketing
[10] wordpress,land
[10] land,plugins
[10] plugins,here
[10] here,best

Top Word Pairs in Tweet in G7:
[12] influencers,saying
[12] saying,martech
[12] martech,see
[11] read,insights
[11] cx,ai
[10] twitter,handles
[10] handles,offer
[10] offer,incredible
[10] incredible,b2b
[10] b2b,marketing

Top Word Pairs in Tweet in G8:
[18] ai,marketing
[16] martech,today
[16] future,ai
[16] marketing,applications
[16] applications,retail
[13] retail,martech_today
[11] 3,ways
[11] ways,tap
[11] ai,more
[10] tap,ai

Top Word Pairs in Tweet in G9:
[28] martech,innovations
[27] 15,martech
[27] innovations,changing
[22] changing,face
[22] face,marketing
[20] marketing,forbes
[15] marketing,martech
[6] b2bmarketing,martech
[6] focus,marketing
[6] tamaramccleary,15

Top Word Pairs in Tweet in G10:
[29] martech,machinelearning
[29] machinelearning,ai
[28] biggest,data
[28] data,challenge
[28] challenge,marketing
[28] marketing,extracting
[28] extracting,insights
[28] insights,martech
[28] ai,datascience
[28] datascience,cmo

Top Replied-To
Top Replied-To in Entire Graph:
@evergage
@influenster
@marketingland
@deeplearn007
@facebook
@salesforce
@martechconf
@mike_kunkle
@appsflyer
@audienseco

Top Replied-To in G1:

Top Replied-To in G2:
@jblefevre60
@deeplearn007
@samful_insights

Top Replied-To in G3:
@deeplearn007
@reza_zadeh

Top Replied-To in G4:
@marketingland
@christie_runs
@martechconf
@chandarp
@rishipdave
@chiefmartec
@tamaramccleary

Top Replied-To in G5:
@salesforce
@sudipto_martech
@demandbase

Top Replied-To in G6:
@digiday

Top Replied-To in G7:
@influenster
@evergage
@google
@coupa
@fc_insights
@audienseco
@appsflyer
@mike_kunkle
@facebook
@leadscon

Top Replied-To in G8:
@webengage
@lgkmarketing
@martech_today
@adroll

Top Mentioned
Top Mentioned in Entire Graph:
@deeplearn007
@chiefmartec
@tamaramccleary
@jimmarous
@martech_today
@jblefevre60
@marketingtecho
@jacburns_comext
@cloudpreacher
@martechexec

Top Mentioned in G1:
@andreearchbold
@4orgexcellence
@karinacaddel
@amanecer2parte3
@leehackett_
@euleriantech
@hue_marketing
@danovate
@puglisi

Top Mentioned in G2:
@marketingtecho
@deeplearn007
@jblefevre60
@jacburns_comext
@fisher85m
@miguelselas
@fiindinsights
@jimmarous
@bourseettrading
@pradeeprao_

Top Mentioned in G3:
@deeplearn007
@jimmarous
@adtech
@sarahetodd
@briansolis
@jess3
@jblefevre60
@marketingtecho
@branddonator
@redislabs

Top Mentioned in G4:
@chiefmartec
@tamaramccleary
@deeplearn007
@themisterfavor
@smarp
@dnbus
@eskimon
@slideshare
@hootsuite
@psb_dc

Top Mentioned in G5:
@martechadvisor
@martech_today
@chiefmartec
@michael_sey
@brandquarterly
@deeplearn007
@sudipto_martech
@merklecrm
@linkedin
@martechexec

Top Mentioned in G6:
@martechexec
@tomfishburne
@monioloyede
@salesforce
@wearearticulate
@digiday
@chiefmartec
@portent
@mrmikestreet
@danielnewmanuv

Top Mentioned in G7:
@chiefmartec
@martechseries
@oraclemktgcloud
@tamaramccleary
@therealsjr
@pluralsight
@timothy_hughes
@piyushcharkha
@sudipto_martech
@kellyjwaffle

Top Mentioned in G8:
@martech_today
@chiefmartec
@xbarrylevine
@martechadvisor
@peterladka
@gsterling
@customerthink
@bhavesh_nardani
@adweek
@neo_ogilvy

Top Mentioned in G9:
@forbes
@moutfield
@tamaramccleary
@osama_naseem
@mum2fredw
@cmo_council
@invertagroup
@erikawg
@khanna_aj

Top Mentioned in G10:
@cloudpreacher
@sudipaduttaroy
@iamsuryajena
@deeplearn007
@cloudxtract
@erkanayan2013
@jimmarous
@jessicapaiget
@alsalhan
@bigdataloop

Top Tweeters
Top Tweeters in Entire Graph:
@easy_branches
@dannyshooknews
@exploreweb2dot0
@arkangelscrap
@jurylady5
@robre62
@go2webmarketing
@friendmoscow
@nosqldigest
@vrai777

Top Tweeters in G1:
@easy_branches
@dannyshooknews
@exploreweb2dot0
@go2webmarketing
@vrai777
@business_supser
@dailyusanews
@zennie62
@yahyaalireal
@feeds4u

Top Tweeters in G2:
@jurylady5
@friendmoscow
@piyuanker12
@startuprealtime
@sectest9
@evankirstel
@alevergara78
@infographicsits
@clairebotai
@waytotrill1995

Top Tweeters in G3:
@lucas_wyrsch
@itknowingness
@swissbusiness
@nandito94
@pros_p33
@futurepowergen
@iajitprasad
@pieterdenijs
@ipfconline1
@vanalich

Top Tweeters in G4:
@arkangelscrap
@robre62
@octavianotatau
@nomoreslaves
@dnv79
@martinlepage
@g28_a
@autsmallbiz
@zacharyjeans
@womprco

Top Tweeters in G5:
@bhumharit
@websarl
@youbrandinc
@fmarin_es
@rjlayalawilt
@socialmedia2day
@zimmermann_st
@cstorenews_
@mike_kunkle
@google

Top Tweeters in G6:
@nosqldigest
@mrmikestreet
@b2community
@mcjsbusiness
@iamderi
@techpearce2
@danielnewmanuv
@bcspctraining
@sf1marketing
@narcisradoi

Top Tweeters in G7:
@ottlegalrebels
@sam___hurley
@curationsuite
@timothy_hughes
@thomaspower
@inc
@italiastartup_
@starbucks
@peacebouttime
@hubspot

Top Tweeters in G8:
@lelkan
@growthhackers
@steveplunkett
@zigiar
@markthespaman
@marismith
@dataproblems
@adweek
@justyvette
@naynerz

Top Tweeters in G9:
@masted21
@forbes
@ioladavid
@testimonialr
@jimhunt
@sprinklr
@sharppointbooks
@dbgrinberg
@b2b_smarketing
@osama_naseem

Top Tweeters in G10:
@megadatamama
@evaduranramos
@fmfrancoise
@carlopenaii
@snowgangboochie
@kfactory
@jessicapaiget
@erkanayan2013
@elroubio
@pointblankocr