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adtech Twitter NodeXL SNA Map and Report for Thursday, 14 September 2017 at 02:38 UTC
adtech Twitter NodeXL SNA Map and Report for Thursday, 14 September 2017 at 02:38 UTC
From:
marc_smith
Uploaded on:
September 14, 2017
Short Description:
adtech via NodeXL http://bit.ly/2vWuCr9
@mtechbot
@diofavatas
@gu881n5
@tkawaja
@enbritely
@dmexco
@digiday
@adobeexpcloud
@martech_today

Description:
Description
The graph represents a network of 2,738 Twitter users whose recent tweets contained "adtech", 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 Thursday, 14 September 2017 at 02:54 UTC.

The tweets in the network were tweeted over the 7-day, 23-hour, 19-minute period from Wednesday, 06 September 2017 at 03:00 UTC to Thursday, 14 September 2017 at 02:20 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 : 2753
Unique Edges : 3379
Edges With Duplicates : 2735
Total Edges : 6114
Number of Edge Types : 3
Mentions : 3864
Replies to : 368
Tweet : 1882
Self-Loops : 1882
Reciprocated Vertex Pair Ratio : 0.0418250950570342
Reciprocated Edge Ratio : 0.0802919708029197
Connected Components : 863
Single-Vertex Connected Components : 643
Maximum Vertices in a Connected Component : 1167
Maximum Edges in a Connected Component : 2585
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.940887
Graph Density : 0.00039782182650639
Modularity : 0.522961
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[56] http://mashable.com/2017/09/12/uk-based-adtech-companies/?utm_campaign=Mash-Prod-RSS-Feedburner-All-Partial&utm_cid=Mash-Prod-RSS-Feedburner-All-Partial&utm_source=dlvr.it&utm_medium=twitter
[51] https://business.lesechos.fr/entrepreneurs/communaute/030537400033-havas-group-lance-un-accelerateur-adtech-a-station-f-312954.php#xtor=CS1-35
[48] https://blogs.adobe.com/digitalmarketing/digital-marketing/double-edged-sword-adtech-martech/
[47] http://mashable.com/2017/09/12/uk-based-adtech-companies/?utm_campaign=Mash-Prod-RSS-Feedburner-All-Partial&utm_cid=Mash-Prod-RSS-Feedburner-All-Partial
[44] https://blogs.adobe.com/digitalmarketing/digital-marketing/double-edged-sword-adtech-martech/?utm_source=dlvr.it&utm_medium=twitter
[30] https://blogs.adobe.com/digitalmarketing/digital-marketing/double-edged-sword-adtech-martech/?utm_content=buffercce3c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] http://mashable.com/2017/09/12/uk-based-adtech-companies/
[24] https://www.linkedin.com/pulse/things-you-should-know-adtech-today-paul-gubbins
[20] https://thefinancialbrand.com/67270/digital-video-marketing-banking-trends/?twitter_md
[17] https://www.youtube.com/watch?v=MC6QX5KgSVY&feature=youtu.be

Top URLs in Tweet in G1:
[44] http://mashable.com/2017/09/12/uk-based-adtech-companies/?utm_campaign=Mash-Prod-RSS-Feedburner-All-Partial&utm_cid=Mash-Prod-RSS-Feedburner-All-Partial
[40] http://mashable.com/2017/09/12/uk-based-adtech-companies/?utm_campaign=Mash-Prod-RSS-Feedburner-All-Partial&utm_cid=Mash-Prod-RSS-Feedburner-All-Partial&utm_source=dlvr.it&utm_medium=twitter
[25] http://mashable.com/2017/09/12/uk-based-adtech-companies/
[12] https://blogs.adobe.com/digitalmarketing/digital-marketing/double-edged-sword-adtech-martech/?utm_source=dlvr.it&utm_medium=twitter
[12] http://mashable.com/2017/09/12/uk-based-adtech-companies/?utm_campaign=Mash-Prod-RSS-Feedburner-Tech-Partial&utm_cid=Mash-Prod-RSS-Feedburner-Tech-Partial
[10] https://blogs.adobe.com/digitalmarketing/digital-marketing/double-edged-sword-adtech-martech/
[9] http://ref.gl/xTR9wwVN
[7] http://mashable.com/2017/09/12/uk-based-adtech-companies/?utm_campaign=Mash-Prod-RSS-Feedburner-Tech-Partial&utm_cid=Mash-Prod-RSS-Feedburner-Tech-Partial&utm_source=dlvr.it&utm_medium=twitter
[6] http://mashable.com/2017/09/12/uk-based-adtech-companies/?utm_campaign=Mash-Prod-RSS-Feedburner-Startups-Partial&utm_cid=Mash-Prod-RSS-Feedburner-Startups-Partial
[5] http://www.itespresso.fr/adtech-seedtag-leve-fonds-pub-image-170020.html

Top URLs in Tweet in G2:
[30] https://blogs.adobe.com/digitalmarketing/digital-marketing/double-edged-sword-adtech-martech/?utm_content=buffercce3c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://blogs.adobe.com/digitalmarketing/digital-marketing/double-edged-sword-adtech-martech/
[4] http://www.adweek.com/agencies/7-emerging-conferences-every-advertising-professional-should-consider-attending-175311/?utm_content=buffer091cc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://pnw-b.ctx.ly/r/5sky5
[2] https://twitter.com/AdobeExpCloud/status/905490822430212096
[1] https://twitter.com/i/web/status/906581817322434560
[1] https://twitter.com/i/web/status/905114065684631552
[1] https://twitter.com/i/web/status/905525847226028032
[1] https://twitter.com/i/web/status/905535458700136448
[1] https://twitter.com/i/web/status/906536439302590465

Top URLs in Tweet in G3:
[20] https://www.linkedin.com/pulse/things-you-should-know-adtech-today-paul-gubbins
[9] https://digiday.com/uk/gdpr-coming-many-u-s-ad-tech-firms-arent-ready/
[6] https://digiday.com/media/gut-ad-tech-inside-rise-dmexco/
[5] http://mashable.com/2017/09/12/uk-based-adtech-companies/?utm_content=buffer771d1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#ZRed.MpP9Zqj
[4] https://artplusmarketing.com/lets-get-some-things-straight-about-publishing-and-advertising-67546e4ac0fa
[3] http://mashable.com/2017/09/12/uk-based-adtech-companies/#kgS2p1EotkOU
[2] https://www.linkedin.com/pulse/things-you-should-know-adtech-today-paul-gubbins/?trackingId=EjJUKQx/qTgSjKZv0ItU9Q%3D%3D
[2] http://mashable.com/2017/09/12/uk-based-adtech-companies/#IgKKvtY2pZqo
[2] http://www.flacksrevenge.com/2017/09/will-ad-tech-stumbles-drive-budget-pr/?platform=hootsuite
[2] https://www.perion.com/blog/put-ad-tech-work/

Top URLs in Tweet in G4:
[13] https://rocketfuel.com/sizmek/
[8] http://www.globenewswire.com/news-release/2017/09/06/1108414/0/en/Sizmek-Completes-Acquisition-of-Rocket-Fuel-Creates-World-s-Largest-Independent-Buy-Side-Platform-Built-for-Agencies-and-Brands.html
[8] https://www.sizmek.com/blog/introducing-advertisings-new-power-couple-sizmek-and-rocket-fuel/
[5] https://sizmekdmexco2017.splashthat.com/
[4] https://www.sizmek.com/blog/how-key-stakeholders-should-interpret-the-better-ad-standards/
[4] http://bit.ly/BQ27-88
[3] https://www.sizmek.com/blog/why-no-vertical-is-immune-to-the-benefits-of-dco/
[3] https://www.sizmek.com/blog/what-to-do-when-programmatic-goes-wrong/
[3] https://www.sizmek.com/blog/what-sizmek-thinks-about-the-new-better-ads-standards/
[3] https://www.iotecglobal.com/2017/09/07/iotec-announces-official-expansion-germany/

Top URLs in Tweet in G5:
[50] https://business.lesechos.fr/entrepreneurs/communaute/030537400033-havas-group-lance-un-accelerateur-adtech-a-station-f-312954.php#xtor=CS1-35
[14] https://business.lesechos.fr/entrepreneurs/communaute/030537400033-havas-group-lance-un-accelerateur-adtech-a-station-f-312954.php
[10] https://stationf.havasgroup.com/
[4] http://www.offremedia.com/havas-group-installe-son-accelerateur-adtech-station-f
[2] http://snip.ly/61v2t?utm_content=bufferdf210&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.offremedia.com/agences-ad-tech-les-cles-dune-nouvelle-alliance-par-eric-alexis-fortier-chief-revenue-officer
[2] https://business.lesechos.fr/entrepreneurs/idees-de-business/030538490371-havas-group-lance-un-accelerateur-adtech-a-station-f-312945.php#xtor=CS1-35
[1] https://twitter.com/i/web/status/907231775356833794
[1] http://business.lesechos.fr/entrepreneurs/communaute/030537400033-havas-group-lance-un-accelerateur-adtech-a-station-f-312954.php#xtor=RSS-122
[1] http://po.st/nVyUx9?utm_content=buffer1a55b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[7] http://martechseries.com/video/video-advertising/videoamp-appoints-tom-schmitt-former-cfocoo-freewheel-companys-first-chief-financial-officer/
[6] https://www.upwork.com/hiring/for-clients/how-does-inbound-marketing-in-the-martech-and-adtech-industry-work/?utm_content=buffer60fef&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[6] http://martechseries.com/mts-insights/interviews/interview-hagai-shechter-ceo-fraudlogix/
[5] http://martechseries.com/mts-insights/guest-authors/state-ads-txt-not-big-clean-yet/
[3] http://www.aerospike.com/blog/aerospike-adtech-martech-blog1/
[3] http://paper.li/zillz/1463729867?edition_id=235add50-9300-11e7-a30b-0cc47a0d1605
[3] http://paper.li/zillz/1463729867?edition_id=78c3e690-9492-11e7-a30b-0cc47a0d1605
[3] https://blog.liveintent.com/combine-martech-adtech-convergence/?utm_medium=internal+advocacy&utm_source=twitter.com&utm_campaign=blog
[2] http://www.adweek.com/?p=872998
[2] https://martechtoday.com/advertisers-ready-get-aggressive-enforcing-ads-txt-adoption-203759#.WbGZ68rXDZg.twitter

Top URLs in Tweet in G7:
[2] https://www.rt.com/
[1] https://medium.com/@profcarroll/10-terrible-things-about-adtech-35f7e7fcc1ad
[1] https://twitter.com/i/web/status/854724156025393158
[1] https://twitter.com/i/web/status/885891038858137600
[1] https://twitter.com/i/web/status/905668195687612416
[1] https://twitter.com/i/web/status/906314885205823492
[1] https://twitter.com/i/web/status/885876960362205184
[1] https://twitter.com/i/web/status/907355611523928064
[1] https://www.yahoo.com/news/sputnik-russian-news-agency-investigation-fbi-090024231.html
[1] https://twitter.com/profcarroll/status/733133739535011843

Top URLs in Tweet in G8:
[4] http://dmexco.de/Conference/Program/OutputWP.php?Show=SessionList&Location=3&Day=2
[3] https://adexchanger.com/data-driven-thinking/blockchain-work-ad-tech-need-honest-challenges/
[3] https://adexchanger.com/tv-and-video/video-increases-importance-agency-transparency/?platform=hootsuite
[2] http://www.horizont.net/tech/nachrichten/Adtech-Deal-Sizmek-schliesst-uebernahme-von-Rocket-Fuel-offiziell-ab-160879?utm_source=rss&utm_medium=referral&utm_campaign=news
[2] https://www.adzine.de/2017/09/rocket-fuel-uebernahme-abgeschlossen-grether-wird-ceo-von-sizmek/
[2] https://medium.com/@Zentrick/how-to-outperform-the-market-and-take-away-vpaid-headaches-9960258dc8b9
[2] http://www.itproportal.com/features/the-role-of-ai-in-creative-industries/?platform=hootsuite
[2] http://www.businessinsider.com/some-brands-are-hoping-blockchain-can-clean-up-digital-advertising-2017-8?platform=hootsuite
[2] https://www.wsj.com/articles/google-issuing-refunds-to-advertisers-over-fake-traffic-plans-new-safeguard-1503675395?mod=nwsrl_cmo&cx_refModule=nwsrl
[2] https://adexchanger.com/platforms/big-changes-coming-auctions-exchanges-roll-dice-first-price/

Top URLs in Tweet in G9:
[14] https://www.youtube.com/watch?v=MC6QX5KgSVY&feature=youtu.be
[10] http://www.scoop.it/t/everilion-by-sara13/p/4003640925/2013/06/23/ilion-saas-espiritu-de-servicio?xrs=RebelMouse_tw
[9] http://www.evancarmichael.com/library/zac-johnson/3-Internet-Marketing-Conferences-in-New-York-City-You-Should-Attend.html
[6] https://ny.ad-tech.com/tnbt
[3] https://ny.ad-tech.com/2017-theme?&utm_source=Twitter&utm_campaign=organic&utm_content=theme
[3] https://ny.ad-tech.com/tnbt?&utm_source=Twitter&utm_campaign=organic&utm_content=tnbt
[3] https://www.exchangewire.com/blog/2017/09/11/will-blockchain-transform-the-ad-tech-industry/?utm_content=buffere49ea&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://ny.ad-tech.com/conference/who-attends?&utm_source=Twitter&utm_campaign=organic&utm_content=attends
[2] http://adage.com/article/digital/apple-iphone-features-facial-recognition/310434/?utm_source=Digital&utm_medium=feed&utm_campaign=Feed:+AdvertisingAge/Digital
[2] https://futurism.com/ai-can-help-tech-giants-generate-more-ad-revenue/

Top URLs in Tweet in G10:
[4] https://martechtoday.com/computer-vision-may-impact-future-marketing-203605?utm_content=buffer82036&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://virtualminds.de/presse/presseinformationen/virtual-minds-erweitert-vorstand-mit-hendrik-kempfert/#more-714
[2] https://virtualminds.de/presse/presseinformationen/virtual-minds-setzt-konsolidierung-seines-adtech-stack-fort/#more-732
[1] https://twitter.com/i/web/status/905098612316786689
[1] https://twitter.com/i/web/status/880463981479170048
[1] https://twitter.com/i/web/status/873354798896230401
[1] https://twitter.com/i/web/status/899303374172106752
[1] https://twitter.com/i/web/status/806874625053429762
[1] https://twitter.com/i/web/status/809943430302494724
[1] https://twitter.com/i/web/status/812616358273945601

Top Domains
Top Domains in Tweet in Entire Graph:
[580] twitter.com
[282] blogspot.com
[218] mashable.com
[134] adobe.com
[95] linkedin.com
[95] lesechos.fr
[80] tinyurl.com
[73] fb.me
[67] digiday.com
[46] paper.li

Top Domains in Tweet in G1:
[158] mashable.com
[136] twitter.com
[80] tinyurl.com
[60] fb.me
[41] linkedin.com
[30] adobe.com
[25] google.com
[17] feedburner.com
[16] lesechos.fr
[14] news-and-stories.de

Top Domains in Tweet in G2:
[46] adobe.com
[17] twitter.com
[4] adweek.com
[3] ctx.ly
[1] exchangewire.com

Top Domains in Tweet in G3:
[50] twitter.com
[29] digiday.com
[24] linkedin.com
[17] mashable.com
[4] com.au
[4] artplusmarketing.com
[2] flacksrevenge.com
[2] perion.com
[2] programmatique-marketing.fr
[2] google.com

Top Domains in Tweet in G4:
[45] sizmek.com
[42] twitter.com
[13] rocketfuel.com
[8] globenewswire.com
[7] sigmoid.com
[6] mashable.com
[6] digiday.com
[5] splashthat.com
[4] linkedin.com
[4] bit.ly

Top Domains in Tweet in G5:
[70] lesechos.fr
[10] havasgroup.com
[8] offremedia.com
[7] twitter.com
[2] po.st
[2] snip.ly
[1] bizjournals.com
[1] adventori.com
[1] activemailer.pro

Top Domains in Tweet in G6:
[26] twitter.com
[18] martechseries.com
[14] paper.li
[6] upwork.com
[5] digiday.com
[5] liveintent.com
[4] martechtoday.com
[3] aerospike.com
[3] adweek.com
[3] arcgate.com

Top Domains in Tweet in G7:
[13] twitter.com
[2] rt.com
[1] medium.com
[1] yahoo.com

Top Domains in Tweet in G8:
[12] adexchanger.com
[7] adzine.de
[6] mediapost.com
[5] twitter.com
[4] dmexco.de
[4] horizont.net
[3] businessinsider.com
[3] itproportal.com
[2] medium.com
[2] wsj.com

Top Domains in Tweet in G9:
[29] adage.com
[17] ad-tech.com
[14] youtube.com
[10] scoop.it
[9] evancarmichael.com
[5] twitter.com
[5] mediaalpha.com
[4] exchangewire.com
[2] imediaconnection.com
[2] futurism.com

Top Domains in Tweet in G10:
[14] twitter.com
[5] virtualminds.de
[4] martechtoday.com
[1] forbes.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1898] adtech
[519] martech
[238] marketing
[225] ai
[191] digital
[173] tech
[137] dmexco
[136] machinelearning
[128] adobechat
[113] advertising



Top Hashtags in Tweet in G1:
[318] adtech
[58] ustechnosoft
[58] software
[58] erp
[58] crm
[39] mobileapp
[27] officeautomationsoftware
[23] advertising
[22] marketing
[20] startups

Top Hashtags in Tweet in G2:
[255] adtech
[203] martech
[126] adobechat
[47] data
[45] ad
[33] hr
[8] tv
[8] facebook
[8] snapchat
[4] eventprofs

Top Hashtags in Tweet in G3:
[108] adtech
[34] dmexco
[21] ai
[20] marketing
[18] gdpr
[17] mobile
[15] video
[15] programmatic
[14] atsl17
[8] advertising

Top Hashtags in Tweet in G4:
[156] adtech
[35] martech
[34] ai
[30] machinelearning
[26] bigdata
[20] artificialintelligence
[20] infographic
[20] deeplearning
[18] digital
[18] dmexco

Top Hashtags in Tweet in G5:
[39] adtech
[13] stationf
[10] havas
[10] startup
[9] future
[3] startups
[2] accélérateur
[2] advertising
[1] theadvisdeadlonglivetheadv
[1] socialmedia

Top Hashtags in Tweet in G6:
[111] adtech
[80] martech
[22] marketing
[14] advertisingtechnology
[14] programmatic
[7] ai
[7] native
[7] ssp
[7] video
[7] adfraud

Top Hashtags in Tweet in G7:
[1] eprivacy

Top Hashtags in Tweet in G8:
[52] adtech
[14] blockchain
[11] advertising
[10] digital
[6] dmexco
[6] atsl17
[4] dmexco17
[4] martech
[4] video
[3] bots

Top Hashtags in Tweet in G9:
[60] adtech
[33] tech
[31] bigdata
[29] ai
[29] future
[29] news
[29] vr
[22] nyc
[19] marketing
[15] digital

Top Hashtags in Tweet in G10:
[92] adtech
[90] ai
[87] machinelearning
[85] marketing
[82] martech
[81] digital
[80] ml
[72] tech
[71] chatbots
[14] retail

Top Words
Top Words in Tweet in Entire Graph:
[1552] Words in Sentiment List#1: Positive
[596] Words in Sentiment List#2: Negative
[25] Words in Sentiment List#3: Angry
[53508] Non-categorized Words
[55657] Total Words
[2901] adtech
[1378] rt
[721] amp
[678] martech
[533] advertising

Top Words in Tweet in G1:
[698] adtech
[216] advertising
[185] technology
[182] companies
[182] 5
[175] leading
[174] british
[76] amp
[74] martech
[59] blockchain

Top Words in Tweet in G2:
[288] adtech
[259] rt
[253] amp
[229] martech
[183] diofavatas
[127] adobechat
[125] stack
[122] adobeexpcloud
[98] a3
[74] ad

Top Words in Tweet in G3:
[177] adtech
[89] rt
[66] digiday
[42] amp
[39] gdpr
[39] rossbenes
[38] dmexco
[37] jason_kint
[37] dsearls
[33] via

Top Words in Tweet in G4:
[171] adtech
[92] rt
[89] sizmek
[73] rocketfuelinc
[59] dmexco
[43] ai
[42] advertising
[42] martech
[41] amp
[30] machinelearning

Top Words in Tweet in G5:
[107] adtech
[75] lance
[74] rt
[72] à
[71] accélérateur
[66] un
[66] havasgroup
[60] joinstationf
[51] havas
[46] via

Top Words in Tweet in G6:
[119] adtech
[80] martech
[48] rt
[47] amp
[27] marketing
[15] dmh
[15] programmatic
[14] one
[14] advertisingtechnology
[14] updates

Top Words in Tweet in G7:
[145] s
[81] adtech
[68] rt
[66] data
[61] profcarroll
[47] voter
[45] re
[44] report
[44] big
[44] omission

Top Words in Tweet in G8:
[68] adtech
[23] rt
[15] blockchain
[13] advertising
[13] adexchanger
[10] digital
[8] via
[7] more
[6] up
[6] dmexco

Top Words in Tweet in G9:
[95] adtech
[56] rt
[41] tech
[36] ai
[32] marketing
[31] bigdata
[30] future
[29] news
[29] vr
[24] data

Top Words in Tweet in G10:
[150] ai
[92] adtech
[87] machinelearning
[85] marketing
[83] rt
[83] digital
[82] martech
[80] ml
[77] advertising
[74] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[300] adtech,amp
[272] amp,martech
[216] 5,british
[216] companies,leading
[215] british,companies
[215] advertising,technology
[212] leading,advertising
[164] martech,adtech
[164] rt,diofavatas
[138] adtech,martech

Top Word Pairs in Tweet in G1:
[174] british,companies
[174] companies,leading
[174] leading,advertising
[173] 5,british
[173] advertising,technology
[58] ustechnosoft,adtech
[58] erp,crm
[57] adtech,software
[47] rocket,fuel
[43] adtech,amp

Top Word Pairs in Tweet in G2:
[164] rt,diofavatas
[163] adtech,amp
[156] amp,martech
[78] stack,amp
[76] diofavatas,a3
[72] adtech,martech
[55] today's,adobechat
[49] rt,adobeexpcloud
[45] a3,1st
[45] 1st,ad

Top Word Pairs in Tweet in G3:
[37] digiday,rossbenes
[30] dsearls,digiday
[20] things,know
[20] know,adtech
[20] adtech,today
[18] via,digiday
[16] rt,jason_kint
[15] today,gu881n5
[15] gu881n5,marketing
[15] marketing,video

Top Word Pairs in Tweet in G4:
[29] ai,machinelearning
[22] power,couple
[20] artificialintelligence,martech
[20] martech,rocketfuelinc
[20] rocketfuelinc,infographic
[20] infographic,ai
[20] machinelearning,adtech
[20] adtech,deeplearning
[19] prashant_1722,artificialintelligence
[19] deeplearning,bigdata

Top Word Pairs in Tweet in G5:
[71] accélérateur,adtech
[71] adtech,à
[65] lance,un
[65] un,accélérateur
[43] via,echosbusiness
[40] havas,group
[38] group,lance
[38] station,f
[36] à,station
[35] havasgroup,lance

Top Word Pairs in Tweet in G6:
[32] adtech,martech
[16] adtech,amp
[15] amp,martech
[15] martech,marketing
[14] martech,adtech
[14] advertisingtechnology,updates
[14] updates,adtech
[14] marketing,amp
[14] amp,share
[11] bring,adtech

Top Word Pairs in Tweet in G7:
[59] rt,profcarroll
[44] report,s
[44] s,big
[44] big,omission
[44] omission,adtech
[44] adtech,s
[44] s,data
[44] data,feeds
[44] feeds,cambridge
[44] cambridge,analytica

Top Word Pairs in Tweet in G8:
[6] rocket,fuel
[5] via,adexchanger
[4] excited,dmexco17
[4] dmexco17,see
[4] see,full
[4] full,line
[4] line,up
[4] up,link
[4] link,adtech
[4] looking,learn

Top Word Pairs in Tweet in G9:
[29] future,news
[29] news,tech
[29] tech,adtech
[29] adtech,vr
[14] loading,data
[14] data,2
[14] 2,hadoop
[14] hadoop,70
[14] 70,connectors
[14] connectors,bigdataparis

Top Word Pairs in Tweet in G10:
[75] martech,adtech
[71] data,amp
[71] amp,ai
[71] ai,drives
[71] drives,advertising
[71] machinelearning,marketing
[71] marketing,ml
[71] ml,digital
[71] digital,martech
[71] adtech,chatbots

Top Replied-To
Top Replied-To in Entire Graph:
@aj_adtech
@tkawaja
@emlas
@sizmek
@jazzmeme2022
@ilang_2022
@video_amp
@jason_kint
@louisemensch
@ushadrons

Top Replied-To in G2:
@adobeexpcloud
@browerkdnb
@markboothe

Top Replied-To in G3:
@tkawaja
@jason_kint
@benthompson
@gu881n5
@qzedia
@jasonhirschhorn
@aripap
@tomfgoodwin
@dmarti
@acfou

Top Replied-To in G4:
@sizmek
@dmexco
@collectivesays
@tradegovuk_ci
@prashant_1722

Top Replied-To in G5:
@havasgroup
@carettej
@rhythmoneus
@havas

Top Replied-To in G6:
@video_amp
@cmicontent
@ezangamichelle
@thanybethanybe
@thebrunchboys
@teammediaocean

Top Replied-To in G7:
@profcarroll
@mollymckew
@lukolejnik
@agfhome

Top Replied-To in G8:
@tcs

Top Replied-To in G9:
@adtech
@jojobickley

Top Replied-To in G10:
@virtualmindsag

Top Mentioned
Top Mentioned in Entire Graph:
@diofavatas
@adobeexpcloud
@digiday
@rocketfuelinc
@sizmek
@joinstationf
@profcarroll
@deeplearn007
@havasgroup
@dmexco

Top Mentioned in G1:
@_sem
@digitalworks1
@adtech_club

Top Mentioned in G2:
@diofavatas
@adobeexpcloud
@lexi_monaghan
@markboothe
@browerkdnb
@ross_quintana
@truthinitiative
@ap_bullard
@monioloyede

Top Mentioned in G3:
@digiday
@rossbenes
@dsearls
@jason_kint
@gu881n5
@mashable
@tkawaja
@tamaramccleary
@cpokane
@captify

Top Mentioned in G4:
@rocketfuelinc
@sizmek
@dmexco
@prashant_1722
@iotecglobal
@deeplearn007
@mandmglobal
@51degreesmobi
@sizmek_de
@appnexus

Top Mentioned in G5:
@joinstationf
@havasgroup
@echosbusiness
@pascaldasseux
@yannickbollore
@raphdeandreis
@vivendi
@stephguer
@paul_f_fournier
@carettej

Top Mentioned in G6:
@dmh
@liveintent
@fraudlogix
@shweinstein21
@4cinsights
@facebook
@upwork
@bold_digital
@spotx
@getintentcom

Top Mentioned in G7:
@profcarroll
@agfhome
@funnymonkey
@nyctechsolid
@proghacknight
@mollymckew
@lukolejnik

Top Mentioned in G8:
@adexchanger
@nyiaxinc
@rubiconproject
@lara_iz
@enbritely
@rebel_ai_
@moneill
@themediatrust
@bi_advertising
@itproportal

Top Mentioned in G9:
@adtech
@jojobickley
@analyticsrna
@zacjohnson
@affiliatesummit
@influencerdays
@miguelful2
@andi_staub
@thinxbot
@alexadevs

Top Mentioned in G10:
@deeplearn007
@comendadormbf
@anita_pralija
@elias_comm
@virtualmindsag
@miguelselas
@adexdmp
@linius_tech
@analyticsrna

Top Tweeters
Top Tweeters in Entire Graph:
@indiegamedevbot
@airtel_presence
@all_trends_it
@arkangelscrap
@nosqldigest
@sjb6991
@ntkrnow
@manolhs
@bmw_free
@startuprealtime

Top Tweeters in G1:
@all_trends_it
@ntkrnow
@manolhs
@bmw_free
@crucial_tech
@kobmaxqueen
@fiverr_girl
@lucas_wyrsch
@kickdown2010
@guzmanadrian

Top Tweeters in G2:
@sudeepkhatri
@isocialfanz
@sittingpretty61
@24k
@moneyteamapp
@mowenranger
@iangertler
@neerajt4
@rachelloumiller
@ross_quintana

Top Tweeters in G3:
@sectest9
@ontobelli
@mashable
@calcaware
@owlbelief
@jrmcgrail
@morgan_nr1
@sleimanskaf
@chronotope
@tamaramccleary

Top Tweeters in G4:
@arkangelscrap
@startuprealtime
@itknowingness
@tmobile
@yvesmulkers
@buzzfeed
@utarsystems
@jam_hirons
@fernandocuenca
@atvesey

Top Tweeters in G5:
@kingthedarkdhn
@dj_legion_one
@c_best01
@thenextmediafr
@mallys_
@julienbinet
@marcofeau
@ch_menez
@franckypedia
@thenextfrench

Top Tweeters in G6:
@curationsuite
@fortunemagazine
@venturebeat
@cmicontent
@simplymeasured
@upwork
@ezangainc
@cyberspaceayuda
@michellerobbins
@justhegoodstuff

Top Tweeters in G7:
@thepoliticalcat
@manchuriandevil
@jhamby
@girl_onthego
@msbellows
@horsecrazybean
@jorichardskent
@kenjerakota
@peradventur3
@toshea66

Top Tweeters in G8:
@stcom
@wsj
@insidestat
@neasg
@semrush
@digibuzz_de
@thenation
@itproportal
@campaignmag
@copestoneteam

Top Tweeters in G9:
@clairebotai
@ottlegalrebels
@nytimes
@dj_shaily
@7wdata
@iotimelab
@hal_9000_ai
@formfeuer
@meetmercurio
@135sara

Top Tweeters in G10:
@alevergara78
@biconnections
@przuppo
@nandito94
@rodrigonunescal
@004nino
@machinelearnbot
@yandimbulent9
@gvalan
@s3cmas73r