DMWF, Twitter, 8/14/2019 5:12:30 AM, 206717


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DMWF_2019-08-13_22-04-45.xlsx
DMWF_2019-08-13_22-04-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2019
Short Description:
DMWF via NodeXL http://bit.ly/2N0ELy5
@digimarketingwf
@glengilmore
@talkwalker
@dangalante
@dmalert
@nylifetoday
@oisinlunny
@lobster_it
@dmwf
@amiecaitlin

Top hashtags:
#dmwf
#marketing
#digitalmarketing
#smm
#influencermarketing
#brand
#marketingstrategy
#cx

Description:
Description
The graph represents a network of 129 Twitter users whose tweets in the requested range contained "DMWF", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 14 August 2019 at 05:04 UTC.

The requested start date was Wednesday, 14 August 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 72-day, 12-hour, 36-minute period from Saturday, 01 June 2019 at 04:25 UTC to Monday, 12 August 2019 at 17:01 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 : 129
Unique Edges : 154
Edges With Duplicates : 118
Total Edges : 272
Number of Edge Types : 3
Mentions : 164
Replies to : 4
Tweet : 104
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.105263157894737
Reciprocated Edge Ratio : 0.19047619047619
Connected Components : 26
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 89
Maximum Edges in a Connected Component : 191
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.95174
Graph Density : 0.00890261627906977
Modularity : 0.445056
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://www.digitalmarketing-conference.com/northamerica/
[22] https://www.talkwalker.com/marketing-essentials/instagram-marketing-strategy?utm_medium=referral&utm_source=DMWF&utm_term=UK&utm_content=instagram-marketing-strategy-landing&utm_campaign=instagram-marketing-strategy
[9] https://dangalante.me/2018/11/13/4-key-insights-from-dmwf/
[6] http://www.digitalmarketing-conference.com/northamerica/
[5] https://lnkd.in/dxYq6Gg
[5] https://www.edelman.com/insights/key-takeaways-health-communicators-dmwf-2019?utm_content=93410037&utm_medium=social&utm_source=twitter&hss_channel=tw-194504406
[3] https://link.medium.com/QBpDjDT4OR
[3] https://www.youtube.com/watch?v=3ZUcFzCbQMA&feature=youtu.be

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

[2] https://www.digitalmarketing-conference.com/northamerica/track/data-disruptive-ux/

Top URLs in Tweet in G1:
[14] https://www.digitalmarketing-conference.com/northamerica/
[4] https://dangalante.me/2018/11/13/4-key-insights-from-dmwf/
[2] https://digitalmarketing-conference.com/europe/
[2] https://www.digitalmarketing-conference.com/northamerica/track/data-disruptive-ux/
[1] https://www.digitalmarketing-conference.com/dmwf-global-2019-round-up-exploring-authentic-brand-engagement-strategies/
[1] https://www.youtube.com/watch?v=oqWV3xz9_XI

[1] https://www.marketingtechnews.net/news/2019/jul/25/how-amazons-ad-network-fuelled-2019-prime-day-and-will-continue-do-so/
[1] https://www.marketingtechnews.net/news/2019/jul/24/build-lasting-customer-loyalty-through-personalisation-why-cxm-your-new-best-friend/
[1] https://www.marketingtechnews.net/news/2019/jul/23/older-demographics-are-great-social-media-companies-so-why-arent-they-being-catered/
[1] http://www.digitalmarketing-conference.com/northamerica/

Top URLs in Tweet in G2:
[7] https://www.digitalmarketing-conference.com/northamerica/
[1] https://www.digitalmarketing-conference.com/global/
[1] http://www.digitalmarketing-conference.com/northamerica/

Top URLs in Tweet in G3:
[22] https://www.talkwalker.com/marketing-essentials/instagram-marketing-strategy?utm_medium=referral&utm_source=DMWF&utm_term=UK&utm_content=instagram-marketing-strategy-landing&utm_campaign=instagram-marketing-strategy
[1] https://lnkd.in/gkHQ6XB
[1] https://twitter.com/charugupta85/status/1147140168370888704
[1] https://www.linkedin.com/pulse/dmwf-global-8-key-takeaways-from-product-marketer-charu-gupta/
[1] https://www.digitalmarketing-conference.com/northamerica/speakers/
[1] https://www.facebook.com/FreeRangeSocial/videos/2403901819891329

Top URLs in Tweet in G4:
[3] https://www.digitalmarketing-conference.com/northamerica/
[2] https://link.medium.com/QBpDjDT4OR
[1] https://www.youtube.com/watch?v=HfxaBCLjVVc&feature=youtu.be

[1] http://happybuzz.website/?p=tch-2579376&hux=dMWf&izs
[1] https://www.youtube.com/watch?v=EEMwA8KZAqg&feature=youtu.be

[1] https://amp.theguardian.com/media/2019/jun/05/instagram-influencer-mrs-hinch-investigated-by-advertising-body
[1] https://www.digitalmarketing-conference.com/human-touch-exploring-the-power-of-account-based-marketing-at-dmwf/
[1] https://www.instagram.com/p/ByZ1Jm-DMWF/?igshid=1j106li6qcsj0
[1] https://twitter.com/HaPilipina/status/1137363297030758400
[1] https://lttr.ai/Dmwf

Top URLs in Tweet in G5:
[5] https://dangalante.me/2018/11/13/4-key-insights-from-dmwf/
[4] https://lnkd.in/dxYq6Gg
[3] https://www.youtube.com/watch?v=IIoGtWCOEzQ&feature=youtu.be

[3] https://www.youtube.com/watch?v=3ZUcFzCbQMA&feature=youtu.be

[2] https://lnkd.in/dPxX-r9
[2] https://lnkd.in/dahhU3y
[1] https://okt.to/n8EfrC
[1] https://okt.to/VzK5tS
[1] https://okt.to/5AL30s
[1] https://okt.to/vZR14V

Top URLs in Tweet in G6:
[2] https://okt.to/0sjYxn
[1] http://digitalmarketing-conference.com/europe/
[1] https://www.digitalmarketing-conference.com/northamerica/
[1] https://okt.to/wVEtRh
[1] https://okt.to/h24bIA
[1] https://okt.to/2bTgPD

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/posts/elqudsi_series-home-activity-6565291015392030722-KbYK

Top URLs in Tweet in G8:
[1] https://www.edelman.com/insights/key-takeaways-health-communicators-dmwf-2019
[1] https://www.edelman.com/insights/key-takeaways-health-communicators-dmwf-2019?utm_content=93410037&utm_medium=social&utm_source=twitter&hss_channel=tw-194504406

Top URLs in Tweet in G9:
[4] http://www.digitalmarketing-conference.com/northamerica/

Top URLs in Tweet in G10:
[4] https://www.edelman.com/insights/key-takeaways-health-communicators-dmwf-2019?utm_content=93410037&utm_medium=social&utm_source=twitter&hss_channel=tw-194504406

Top Domains
Top Domains in Tweet in Entire Graph:
[42] digitalmarketing-conference.com
[22] talkwalker.com
[20] lnkd.in
[10] youtube.com
[9] okt.to
[9] dangalante.me
[6] edelman.com
[5] boxfresh.site
[4] marketingtechnews.net
[3] twitter.com

Top Domains in Tweet in G1:
[22] digitalmarketing-conference.com
[4] marketingtechnews.net
[4] dangalante.me
[2] youtube.com
[2] lobster.media
[1] lnkd.in
[1] linkedin.com

Top Domains in Tweet in G2:
[9] digitalmarketing-conference.com

Top Domains in Tweet in G3:
[22] talkwalker.com
[1] lnkd.in
[1] twitter.com
[1] linkedin.com
[1] digitalmarketing-conference.com
[1] facebook.com

Top Domains in Tweet in G4:
[4] digitalmarketing-conference.com
[3] boxfresh.site
[2] youtube.com
[2] twitter.com
[2] medium.com
[1] happybuzz.website
[1] theguardian.com
[1] instagram.com
[1] lttr.ai
[1] augmenta.org

Top Domains in Tweet in G5:
[13] lnkd.in
[6] youtube.com
[5] dangalante.me
[4] okt.to
[1] medium.com

Top Domains in Tweet in G6:
[5] okt.to
[2] digitalmarketing-conference.com

Top Domains in Tweet in G7:
[1] linkedin.com

Top Domains in Tweet in G8:
[2] edelman.com

Top Domains in Tweet in G9:
[4] digitalmarketing-conference.com

Top Domains in Tweet in G10:
[4] edelman.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[125] dmwf
[54] marketing
[41] digitalmarketing
[28] smm
[25] influencermarketing
[22] brand
[21] marketingstrategy
[17] cx
[17] contentmarketing
[14] socialmedia



Top Hashtags in Tweet in G1:
[52] dmwf
[9] digitalmarketing
[7] marketing
[7] influencermarketing
[7] smm
[6] socialmedia
[5] contentmarketing
[4] insights
[4] custexp
[4] cx

Top Hashtags in Tweet in G2:
[13] digitalmarketing
[11] london
[11] newyorkcity
[10] dmwf
[8] brooklyn
[8] newyork
[3] smm
[3] influencermarketing
[3] cmo
[2] contentmarketing

Top Hashtags in Tweet in G3:
[21] marketingstrategy
[21] marketing
[21] brand
[9] dmwf
[2] sociallistening
[2] smartersociallistening
[1] freerangesocial
[1] podcast
[1] beyondsandcastles
[1] event

Top Hashtags in Tweet in G4:
[9] dmwf
[3] influencermarketing
[3] boxfresh
[2] socialmarketing
[2] marketing
[2] sales
[2] b2b
[2] b2c
[2] b2g
[2] abm

Top Hashtags in Tweet in G5:
[21] dmwf
[20] marketing
[15] smm
[11] influencermarketing
[9] contentmarketing
[9] digitalmarketing
[8] socialmedia
[7] cx
[6] insights
[6] custexp

Top Hashtags in Tweet in G6:
[10] dmwf
[8] digitalmarketing
[5] cx
[4] marketing
[2] dmexco
[2] agencies
[2] advertising
[2] technology
[2] video
[2] smallagencies

Top Hashtags in Tweet in G7:
[1] dmwf

Top Hashtags in Tweet in G8:
[4] dmwf

Top Hashtags in Tweet in G9:
[4] brooklyn
[4] newyork
[4] dmwf
[1] smm
[1] contentmarketing
[1] influencermarketing
[1] digitalmarketing
[1] cmo

Top Hashtags in Tweet in G10:
[4] dmwf

Top Words
Top Words in Tweet in Entire Graph:
[195] Words in Sentiment List#1: Positive
[2] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4722] Non-categorized Words
[4919] Total Words
[394] ã
[119] #dmwf
[74] marketing
[61] instagram
[54] #marketing

Top Words in Tweet in G1:
[51] #dmwf
[20] digimarketingwf
[20] north
[20] america
[12] 12
[11] 11
[11] new
[11] september
[11] digital
[10] york

Top Words in Tweet in G2:
[20] join
[19] sept
[19] 11
[19] 12
[17] glengilmore
[14] ðÿ
[13] latest
[13] #digitalmarketing
[13] best
[13] practices

Top Words in Tweet in G3:
[58] instagram
[30] ultimate
[30] marketing
[30] strategy
[30] checklist
[27] download
[27] fast
[27] track
[26] free
[23] success

Top Words in Tweet in G4:
[388] ã
[42] æ
[31] ÿã
[30] ªã
[20] ç
[19] å
[18] è
[17] ˆã
[17] ϋ
[17] ãƒ

Top Words in Tweet in G5:
[21] #dmwf
[20] #marketing
[15] #smm
[11] #influencermarketing
[10] dmwf
[9] #contentmarketing
[9] #digitalmarketing
[8] #socialmedia
[8] key
[7] #cx

Top Words in Tweet in G6:
[10] #dmwf
[8] #digitalmarketing
[7] here
[6] ðÿ
[5] oisinlunny
[5] true
[5] value
[5] customer
[5] experience
[5] find

Top Words in Tweet in G7:
[6] socialpubli
[5] good
[5] creative
[5] campaign
[5] reach
[5] massive
[5] audience
[5] micro
[5] elqudsi
[5] ceo

Top Words in Tweet in G8:
[6] sophie
[6] reid
[6] shares
[6] key
[6] takeaways
[6] health
[6] communicators
[6] digital
[6] marketing
[6] world

Top Words in Tweet in G9:
[21] ðÿ
[4] join
[4] #brooklyn
[4] sept
[4] 11
[4] 12
[4] #newyork
[4] digital
[4] marketing
[4] world

Top Words in Tweet in G10:
[4] key
[4] takeaways
[4] health
[4] communicators
[4] digital
[4] marketing
[4] world
[4] forum
[4] #dmwf
[2] edelmanpr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[211] ã,ã
[36] 11,12
[35] digital,marketing
[34] ðÿ,ðÿ
[30] marketing,world
[30] world,forum
[30] ultimate,instagram
[30] instagram,marketing
[30] marketing,strategy
[30] strategy,checklist

Top Word Pairs in Tweet in G1:
[20] north,america
[18] #dmwf,north
[11] 11,12
[10] new,york
[8] #dmwf,global
[6] digital,marketing
[6] social,media
[6] america,11
[5] digimarketingwf,#dmwf
[5] ðÿ,ðÿ

Top Word Pairs in Tweet in G2:
[19] sept,11
[19] 11,12
[16] glengilmore,join
[13] latest,#digitalmarketing
[13] #digitalmarketing,best
[13] best,practices
[11] join,#london
[11] #london,23
[11] 23,24
[11] 24,#newyorkcity

Top Word Pairs in Tweet in G3:
[30] ultimate,instagram
[30] instagram,marketing
[30] marketing,strategy
[30] strategy,checklist
[27] fast,track
[27] track,instagram
[25] free,download
[22] instagram,success
[21] #marketingstrategy,#marketing
[21] #marketing,#brand

Top Word Pairs in Tweet in G4:
[207] ã,ã
[29] æ,ã
[27] ã,æ
[26] ã,ªã
[23] ÿã,ã
[20] ã,ÿã
[16] ªã,ã
[10] ã,ç
[10] œã,ã
[9] å,ã

Top Word Pairs in Tweet in G5:
[7] #marketing,#socialmedia
[7] #socialmedia,#smm
[7] #dmwf,#marketing
[7] #contentmarketing,#digitalmarketing
[6] attended,digital
[6] digital,marketing
[6] marketing,world
[6] world,forum
[6] forum,london
[6] london,experience

Top Word Pairs in Tweet in G6:
[5] oisinlunny,true
[5] true,value
[5] value,customer
[5] customer,experience
[5] find,out
[5] out,here
[5] here,#cx
[5] #cx,#dmwf
[5] #dmwf,#digitalmarketing
[3] #dmwf,expo

Top Word Pairs in Tweet in G7:
[5] good,creative
[5] creative,campaign
[5] campaign,reach
[5] reach,massive
[5] massive,audience
[5] audience,micro
[5] elqudsi,ceo
[3] socialpubli,â
[3] â,œif
[3] œif,good

Top Word Pairs in Tweet in G8:
[6] sophie,reid
[6] reid,shares
[6] shares,key
[6] key,takeaways
[6] takeaways,health
[6] health,communicators
[6] communicators,digital
[6] digital,marketing
[6] marketing,world
[6] world,forum

Top Word Pairs in Tweet in G9:
[15] ðÿ,ðÿ
[4] join,#brooklyn
[4] #brooklyn,sept
[4] sept,11
[4] 11,12
[4] 12,#newyork
[4] digital,marketing
[4] marketing,world
[4] world,forum
[3] nylifetoday,join

Top Word Pairs in Tweet in G10:
[4] key,takeaways
[4] takeaways,health
[4] health,communicators
[4] communicators,digital
[4] digital,marketing
[4] marketing,world
[4] world,forum
[4] forum,#dmwf
[2] edelmanpr,key

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@digimarketingwf
@talkwalker
@glengilmore
@dmwf
@sprinklr
@oisinlunny
@edelmanuk
@socialpubli
@elqudsi
@danglobal

Top Mentioned in G1:
@digimarketingwf
@sprinklr
@danglobal
@talkwalker
@amiecaitlin
@rachelstrella
@serkan_ferah
@lobster_it
@spri
@b2bmarketingz

Top Mentioned in G2:
@glengilmore
@digimarketingwf

Top Mentioned in G3:
@talkwalker
@naturecustom
@digimarketingwf
@iagdotme
@dharmsp
@nestlewatersna
@juliabramble
@charugupta85
@toddmgrossman

Top Mentioned in G5:
@dmwf
@talkwalker
@gradconn
@sprinklr
@wsystemscorp
@digimarketingwf
@dangalante
@miavallo
@natgeo

Top Mentioned in G6:
@oisinlunny
@digimarketingwf
@danglobal
@andywright156
@cedatotech

Top Mentioned in G7:
@socialpubli
@elqudsi

Top Mentioned in G8:
@edelmanuk
@edelmandc

Top Mentioned in G9:
@nylifetoday
@glengilmore
@digimarketingwf

Top Mentioned in G10:
@edelmanpr

Top Tweeters
Top Tweeters in Entire Graph:
@mmahdy
@spectreoutreach
@paula_piccard
@dmalert
@iagdotme
@oisinlunny
@kfreberg
@bubbles4tw
@glengilmore
@jluisperezg

Top Tweeters in G1:
@mmahdy
@smitasingh85
@sprinklr
@culturetrip
@lobster_it
@b2bmarketingz
@brandwatch
@shutterstock
@netflix
@rachelstrella

Top Tweeters in G2:
@paula_piccard
@glengilmore
@jluisperezg
@kareanderson
@nathaliegregg
@elias_me_em
@hostingmad
@hubermantamir
@techlabpodcast
@cresapojfader97

Top Tweeters in G3:
@iagdotme
@kfreberg
@juliabramble
@moniscope
@androm
@adriennewallace
@talkwalker
@digitines
@seoscottsdale
@spage2

Top Tweeters in G4:
@spectreoutreach
@mugecerman
@ariane_bico
@btob_00724
@angelsmaso
@newtechlaw
@caleroberthall
@txannieswi
@shinyakero
@reflectdigital

Top Tweeters in G5:
@bubbles4tw
@natgeo
@dangalante
@webroiagency
@askdangalante
@gradconn
@wsystemscorp
@miavallo
@dmwf

Top Tweeters in G6:
@dmalert
@oisinlunny
@danglobal
@bevclear400
@tchriso
@andywright156
@cedatotech
@indialphillips

Top Tweeters in G7:
@rbksaez
@elqudsi
@sergioatomeld
@socialpubli
@ysgemma
@alconcilla

Top Tweeters in G8:
@edelmandc
@edelmanuk
@sophierosereid
@angelamahaney

Top Tweeters in G9:
@cptbookings
@smtelecommunic1
@nylifetoday
@plutospark

Top Tweeters in G10:
@edelmanpr
@tonimuzifalconi
@reputationus


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