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#iwexpo19_2019-03-14_12-44-51.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
March 14, 2019
Description:
Description
The graph represents a network of 359 Twitter users whose recent tweets contained "#iwexpo19", 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 March 2019 at 19:50 UTC.

The tweets in the network were tweeted over the 9-day, 9-hour, 9-minute period from Tuesday, 05 March 2019 at 07:45 UTC to Thursday, 14 March 2019 at 16:54 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 : 359
Unique Edges : 477
Edges With Duplicates : 428
Total Edges : 905
Self-Loops : 220
Reciprocated Vertex Pair Ratio : 0.0609756097560976
Reciprocated Edge Ratio : 0.114942528735632
Connected Components : 64
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 239
Maximum Edges in a Connected Component : 739
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.611798
Graph Density : 0.0040615614447332
Modularity : 0.479326
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://www.instagram.com/p/Bu8vlHBAIU-/
[4] https://themeforest.net/category/ecommerce/prestashop?ref=prevaj
[3] https://www.tradebyte.com/blog/internet-world-expo-2019/
[3] https://magento.com/de
[2] https://www.contentmanager.de/nachrichten/mobile-security-so-machen-sie-ihr-smartphone-startklar-fuer-geschaeftsreisen/
[2] https://home.1000grad.de/blog/bot/chatbots-im-e-commerce-der-digitale-verkaeufer/
[2] https://twitter.com/PrestaShop/status/1105772494898769920/photo/1
[2] https://twitter.com/PrestaShop/status/1105501251616342018/photo/1
[2] http://www.templatemonster.com/prestashop-themes.php?aff=prevaj
[2] https://www.beezer.com/

Top URLs in Tweet in G1:
[3] https://www.instagram.com/p/Bu8vlHBAIU-/
[3] https://www.tradebyte.com/blog/internet-world-expo-2019/
[2] https://www.1000grad.de/bot/bot-als-intelligenter-event-betreuer/
[2] https://home.1000grad.de/blog/bot/chatbots-im-e-commerce-der-digitale-verkaeufer/?fbclid=IwAR0a3Mrop-sMVuhsKdP0ciGZZXU480lefFtCHC-EAOF5e7NQlruy6oMDLGA
[2] https://home.1000grad.de/blog/bot/chatbots-im-e-commerce-der-digitale-verkaeufer/
[2] https://parcellab.com/news/internet-world-expo-2019-wir-freuen-uns-ueber-einen-besuch-von-dir/
[1] https://www.instagram.com/p/Bu5yTpCgXOg/
[1] https://www.instagram.com/p/Bu50Qf1AlZO/
[1] https://www.instagram.com/p/Bu56YkaA1kg/
[1] https://ohlala.com/

Top URLs in Tweet in G2:
[4] https://themeforest.net/category/ecommerce/prestashop?ref=prevaj
[2] http://www.templatemonster.com/prestashop-themes.php?aff=prevaj
[2] https://magento.com/de
[1] https://www.sunzinet.com/sunzinet-messen-2019.html
[1] https://www.asioso.com/de/news/asioso-digitalagentur-aus-muenchen-ist-wieder-auf-der-internet-world-expo-2019-in-muenchen-n200
[1] https://www.eventbrite.de/e/internet-world-expo-2019-the-commerce-e-xperience-tickets-43928336838?aff=iwmwebsite&_ga=2.151476913.945418540.1552301700-629681958.1550670950
[1] https://worldwideweb.cern.ch/browser/#https://www.arrabiata.de/
[1] https://www.pim-consult.com/kontakt/
[1] https://blogs.adobe.com/digitaleurope/de/customer-experience-de/adobe-praesentiert-neue-customer-experience-management-innovationen-fuer-einzelhaendler/?scid=ae38fd39-c30b-462a-843d-7e3bf1ce64d7&mv=social&mv2=owned_social
[1] https://twitter.com/PrestaShop/status/1105501251616342018/photo/1

Top URLs in Tweet in G3:
[1] https://www.phoenix-media.eu/de/trending/iwexpo-2019/
[1] https://magento.com/de
[1] https://twitter.com/Ray_Wojtala/status/1103954110783606784

Top URLs in Tweet in G4:
[1] https://blog.bps-germany.com/2019/03/14/erfolgreiche-messetage-fuer-bps/
[1] https://www.contentmanager.de/nachrichten/mobile-security-so-machen-sie-ihr-smartphone-startklar-fuer-geschaeftsreisen/
[1] https://twitter.com/bevh_org/status/1105493308552425477
[1] https://twitter.com/KulzerFlorian/status/1105494748062801920

Top URLs in Tweet in G5:
[1] https://www.instagram.com/p/Bu3PEchg6Y9/
[1] https://www.instagram.com/p/Bu5yTpCgXOg/
[1] https://www.instagram.com/p/Bu50Qf1AlZO/
[1] https://www.instagram.com/p/Bu56YkaA1kg/
[1] https://ohlala.com/
[1] https://www.instagram.com/p/Bu6zpqRgegA/
[1] https://schuhe24.de/
[1] https://www.instagram.com/p/Bu8vlHBAIU-/
[1] https://twitter.com/profihost/status/1105432439705559041

Top URLs in Tweet in G6:
[1] https://twitter.com/parcel_one/status/1105839948115120129
[1] https://www.styla.com/de/internetworldexpo-2019/
[1] https://twitter.com/collectAI/status/1103292675342635008

Top URLs in Tweet in G8:
[1] https://twitter.com/econda_gmbh/status/1104012973251678210
[1] https://www.econda.de/2019/03/personalisierung-mit-oxid-6-0-und-econda/?campaign=socialmedia/twitter/blog/OXID_Perso

Top URLs in Tweet in G9:
[1] https://www.omnichannel-days.com/
[1] https://www.douglas.de/
[1] http://PUMA.com
[1] https://twitter.com/heidelpay/status/1105749226078773248
[1] https://www.internetworld-expo.de

Top Domains
Top Domains in Tweet in Entire Graph:
[17] twitter.com
[13] instagram.com
[7] 1000grad.de
[4] themeforest.net
[3] tradebyte.com
[3] magento.com
[3] contentmanager.de
[3] pim-consult.com
[2] internetworld-expo.de
[2] templatemonster.com

Top Domains in Tweet in G1:
[7] instagram.com
[7] 1000grad.de
[3] tradebyte.com
[3] twitter.com
[2] parcellab.com
[1] ohlala.com
[1] schuhe24.de
[1] schufa.de
[1] magento-stammtisch.de
[1] pickware.de

Top Domains in Tweet in G2:
[4] themeforest.net
[2] templatemonster.com
[2] twitter.com
[2] magento.com
[1] sunzinet.com
[1] asioso.com
[1] eventbrite.de
[1] cern.ch
[1] pim-consult.com
[1] adobe.com

Top Domains in Tweet in G3:
[1] phoenix-media.eu
[1] magento.com
[1] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] bps-germany.com
[1] contentmanager.de

Top Domains in Tweet in G5:
[6] instagram.com
[1] ohlala.com
[1] schuhe24.de
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] styla.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] econda.de

Top Domains in Tweet in G9:
[1] omnichannel-days.com
[1] douglas.de
[1] puma.com
[1] twitter.com
[1] internetworld-expo.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[545] iwexpo19
[83] ecommerce
[34] internetworldexpo
[26] münchen
[25] ar
[19] k240
[18] payment
[16] messemünchen
[15] cmcx
[13] amazon



Top Hashtags in Tweet in G1:
[111] iwexpo19
[22] ecommerce
[11] chatbots
[10] internetworldexpo
[10] cmcx
[9] münchen
[9] messemünchen
[7] chatbot
[6] internetworldbusiness
[6] fraudprecheck

Top Hashtags in Tweet in G2:
[58] iwexpo19
[7] k240
[5] ecommerce
[3] münchen
[3] cmcx
[3] ki
[3] internetworld
[3] internetworldexpo
[2] magento
[2] commerce

Top Hashtags in Tweet in G3:
[45] iwexpo19
[23] ar
[5] commerce
[4] pwa
[3] ecommerce
[3] magento
[2] innovative
[2] corepartner
[1] mobilefirst
[1] realmagento

Top Hashtags in Tweet in G4:
[44] iwexpo19
[5] münchen
[4] iwexpo
[4] ecommerce
[3] messe
[3] internetworldexpo
[3] iwexpo2019
[2] händler
[2] amazon
[2] ebay

Top Hashtags in Tweet in G5:
[38] iwexpo19
[6] amazon
[5] ecommerce
[5] internetworldbusiness
[4] internetworldexpo
[4] iwexpo
[4] sellerlogicontour
[4] münchen
[4] messemünchen
[3] fba

Top Hashtags in Tweet in G6:
[48] iwexpo19
[7] ecommerce
[7] internetworldexpo
[6] sprysys
[5] odc
[5] fulfillment
[3] iwexpo2019
[3] turbinejetzt
[2] amazon
[2] alexa

Top Hashtags in Tweet in G7:
[11] iwexpo19
[5] plone
[5] cmsgarden

Top Hashtags in Tweet in G8:
[7] iwexpo19
[1] ihm2019
[1] unifiedcommerce
[1] msdyn365
[1] esyon
[1] allesistmöglich
[1] ki
[1] ai
[1] customersatisfactiontothefullest
[1] internetworldexpo

Top Hashtags in Tweet in G9:
[16] iwexpo19
[7] douglas
[6] omnichannel
[6] ecommerce
[5] plattform
[3] web30
[3] mastercard
[2] ehioc
[2] influencer
[2] münchen

Top Hashtags in Tweet in G10:
[11] iwexpo19
[7] ecommerce
[4] shopaward
[3] moinmac
[3] frauenpower
[2] dehnergartencenter
[2] bevh_unterwegs
[2] food
[2] lieferant
[2] picnic

Top Words
Top Words in Tweet in Entire Graph:
[191] Words in Sentiment List#1: Positive
[188] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13434] Non-categorized Words
[13813] Total Words
[679] iwexpo19
[138] stand
[118] c6
[117] uns
[110] halle

Top Words in Tweet in G1:
[190] iwexpo19
[41] stand
[35] uns
[32] internet
[31] world
[28] halle
[28] c6
[22] münchen
[22] ecommerce
[22] sind

Top Words in Tweet in G2:
[58] iwexpo19
[14] uns
[12] internet
[12] world
[11] münchen
[11] booth
[10] stand
[9] expo
[9] prestashop
[8] c5

Top Words in Tweet in G3:
[61] iwexpo19
[37] magento
[32] vuestorefront
[32] booth
[30] tom_aniol
[29] phoenixmedia_eu
[28] team
[28] see
[23] munich
[23] ar

Top Words in Tweet in G4:
[53] iwexpo19
[17] frank_thelen
[13] stand
[9] sind
[9] uns
[9] sie
[8] halle
[7] münchen
[7] vortrag
[7] c6

Top Words in Tweet in G5:
[43] iwexpo19
[20] stand
[12] internet
[10] world
[10] expo
[9] halle
[9] münchen
[8] heute
[8] tag
[8] uns

Top Words in Tweet in G6:
[61] iwexpo19
[24] stand
[20] uns
[19] halle
[18] sprysys
[17] c6
[14] b19
[10] freuen
[9] ecommerce
[9] sie

Top Words in Tweet in G7:
[15] iwexpo19
[10] cmsgarden
[9] c5
[9] cms
[6] tag
[6] unsere
[5] euch
[5] stand
[5] g132
[5] munich

Top Words in Tweet in G8:
[9] oxid_esales
[7] iwexpo19
[7] personalisierung
[5] lösungen
[5] ki
[4] messemuenchen
[4] integration
[4] econda
[4] oxid
[4] shop

Top Words in Tweet in G9:
[18] iwexpo19
[7] douglas
[7] ecommerce
[6] wird
[6] zur
[6] omnichannel
[5] plattform
[5] gt
[5] marktplatz
[5] partnerprogramm

Top Words in Tweet in G10:
[11] iwexpo19
[7] ecommerce
[4] aber
[4] eigenen
[4] _moinmac
[4] des
[4] shopaward
[4] dehner
[4] gartencenter
[3] moinmac

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[88] halle,c6
[74] internet,world
[53] world,expo
[41] freuen,uns
[37] iwexpo19,munich
[34] c6,stand
[30] hall,c5
[29] iwexpo19,münchen
[29] hall,c6
[25] e,commerce

Top Word Pairs in Tweet in G1:
[31] internet,world
[25] halle,c6
[16] world,expo
[13] world,business
[13] unserem,stand
[12] iwexpo19,münchen
[12] freuen,uns
[12] iwexpo19,iwexpo19
[8] zum,thema
[8] tag,iwexpo19

Top Word Pairs in Tweet in G2:
[12] internet,world
[8] world,expo
[8] booth,k240
[6] freuen,uns
[6] hall,c5
[5] iwexpo19,münchen
[5] e,commerce
[5] 2,iwexpo19
[5] k240,hall
[4] prestashop,prestashop

Top Word Pairs in Tweet in G3:
[18] iwexpo19,munich
[18] booth,d75
[18] hall,c6
[17] members,vuestorefront
[17] vuestorefront,team
[17] team,tom_aniol
[17] tom_aniol,jeznachlukas
[17] jeznachlukas,iwexpo19
[17] magento,adobe
[17] adobe,booth

Top Word Pairs in Tweet in G4:
[7] halle,c6
[5] freuen,uns
[5] frank_thelen,iwexpo19
[4] hallo,müchen
[4] müchen,fact_finder
[4] fact_finder,webweit
[4] webweit,freuen
[4] uns,zwei
[4] zwei,spannende
[4] spannende,tage

Top Word Pairs in Tweet in G5:
[10] internet,world
[10] world,expo
[6] stand,h160
[4] h160,halle
[4] halle,c
[4] sellerlogic,stand
[4] freuen,uns
[3] nach,dem
[3] wirklich,guter
[3] guter,erster

Top Word Pairs in Tweet in G6:
[17] halle,c6
[14] c6,stand
[14] stand,b19
[8] b19,iwexpo19
[7] freuen,uns
[7] alexander,graf
[7] sprysys,stand
[6] iwexpo19,internetworldexpo
[5] unserem,partner
[5] partner,sprysys

Top Word Pairs in Tweet in G7:
[5] munich,iwexpo19
[5] iwexpo19,today
[5] today,showing
[5] showing,plone
[5] plone,open
[5] open,source
[5] source,cms
[5] cms,friends
[5] friends,cmsgarden
[5] cmsgarden,hall

Top Word Pairs in Tweet in G8:
[4] ki,oxid_esales
[4] oxid_esales,personalisierung
[4] personalisierung,integration
[4] integration,econda
[4] econda,lösungen
[4] lösungen,oxid
[4] oxid,shop
[4] shop,nur
[4] nur,komfortabel
[4] komfortabel,sie

Top Word Pairs in Tweet in G9:
[5] douglas,wird
[5] wird,zur
[5] zur,plattform
[5] plattform,gt
[5] gt,marktplatz
[5] marktplatz,partnerprogramm
[5] partnerprogramm,fulfillment
[5] fulfillment,omnichannel
[5] omnichannel,kernbestandteil
[5] kernbestandteil,strategie

Top Word Pairs in Tweet in G10:
[4] ecommerce,iwexpo19
[4] dehner,gartencenter
[3] infoarena,2
[3] florian,schneider
[2] etwas,verspätet
[2] verspätet,aber
[2] aber,netter
[2] netter,einstieg
[2] einstieg,durch
[2] durch,martin

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@iwexpo19
@magento
@vuestorefront
@tom_aniol
@phoenixmedia_eu
@heidelpay
@frank_thelen
@adobe
@jeznachlukas
@ray_wojtala

Top Mentioned in G1:
@iwexpo19
@schufaholdingag
@linkedindach
@1000digital
@drunkoctopus_pr
@root360de
@aoepeople
@stevenebailey
@tealium
@rhuenermann

Top Mentioned in G3:
@magento
@vuestorefront
@tom_aniol
@phoenixmedia_eu
@jeznachlukas
@adobe
@iwexpo19
@ray_wojtala
@divanteltd
@dotdigital

Top Mentioned in G4:
@frank_thelen
@iwexpo19
@frauwenk
@fact_finder
@webweit
@supergraf
@luciawaehlisch
@ecomrockstar
@ol_ecom
@internet_world

Top Mentioned in G5:
@internet_world
@parcel_one
@haendlerbund
@sellerlogic
@iwexpo19
@shopware
@grevenmarcus
@kathaschulze
@drunkoctopus_pr
@odcfulfillment

Top Mentioned in G6:
@iwexpo19
@sprysys
@claranet_de
@idowapro
@turbinekreuzbrg
@sgueler
@parcel_one
@michaaugstein
@odcfulfillment
@s

Top Mentioned in G7:
@cmsgarden
@iwexpo19
@interaktivkoeln
@contaocms
@drupal
@joomla
@plone_de
@typo3
@umbraco
@wordpress

Top Mentioned in G8:
@oxid_esales
@messemuenchen
@econda_gmbh
@madpilpin
@msftdynamics365

Top Mentioned in G9:
@hofhacker
@iwexpo19
@collabary_com
@wirecard
@ehi_org
@puma
@ccv_deutschland
@mastercardde

Top Mentioned in G10:
@_moinmac
@bevh_org
@internetworld
@internet_world
@macitsolutions
@airflo
@susan_sass
@shoplupe
@muenchen

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@yamatho2
@ashot_
@linuxmil
@tachouhoner
@puma
@hootsuite
@nellinson
@heiko_krause
@industryai

Top Tweeters in G1:
@falkatw
@josephjeevanand
@4sqsude
@ej_live
@alainveuve
@fhohenauer
@koornmatthijs
@instagram
@trustpilot
@tealium

Top Tweeters in G2:
@prevaj
@svenesser
@hhobeich
@adobeexpcloudde
@maelrothde
@chronicsystech
@renateeck
@djredstorm
@marcosteinhaeus
@gauravjain02

Top Tweeters in G3:
@dabiddokun
@adobe
@fbeardev
@dotdigital
@magento
@apieringerwien
@max_pronko
@wagento
@tomik99
@wethinkcommerce

Top Tweeters in G4:
@ashot_
@martinkydd
@domainverkaufen
@frauwenk
@cedcommerce
@juergenkroder
@andreasgutjahr
@supergraf
@frank_thelen
@fact_finder

Top Tweeters in G5:
@internet_world
@grevenmarcus
@kathaschulze
@haendlerbund
@twt_interactive
@megadealslax
@hugoboss
@belamutschler
@profihost
@amazonpay

Top Tweeters in G6:
@ottogroup_com
@getstyla
@turbinekreuzbrg
@jwelzel
@sprysys
@collectai
@ogds_de
@chriskolloch
@karsten_reichel
@s

Top Tweeters in G7:
@joomla
@rogerpfaff
@plone
@contaowebdesign
@ischmitt
@drupal
@typo3
@cmsgarden
@contaocms
@tangoman78

Top Tweeters in G8:
@industryai
@msftdynamics365
@steffenrange
@fhohmeyer
@oxid_esales
@madpilpin
@aelektron
@esyon_de
@econda_gmbh
@ratiokontakt

Top Tweeters in G9:
@puma
@patrickupmann
@wirecard
@meierhoff
@mastercardde
@ehi_org
@dirkwalter001
@dunjakoelwel
@hofhacker
@gs1_mobile

Top Tweeters in G10:
@muenchen
@jbitprob
@bevh_org
@susan_sass
@macitsolutions
@feeddynamix
@shoplupe
@frauhanke
@_moinmac
@airflo