infovista, Twitter, 1/25/2019 4:09:18 AM, 183129


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infovista_2019-01-24_20-07-16.xlsx
infovista_2019-01-24_20-07-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2019
Short Description:
infovista via NodeXL http://bit.ly/2DxhtLb
@infovista
@ricardo_belmar
@nrfbigshow
@retailroi
@incisivio
@ema_research
@shamusema
@henrychalian
@retailbrandon
@joeskorupa

Top hashtags:
#nrf2019
#infovista
#sdwan
#retailers
#retail
#digitaltransformation
#5g

Description:
Description
The graph represents a network of 58 Twitter users whose tweets in the requested range contained "infovista", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 January 2019 at 04:07 UTC.

The requested start date was Friday, 25 January 2019 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 13-day, 13-hour, 10-minute period from Friday, 11 January 2019 at 08:40 UTC to Thursday, 24 January 2019 at 21:50 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 : 58
Unique Edges : 77
Edges With Duplicates : 102
Total Edges : 179
Number of Edge Types : 3
Tweet : 27
Mentions : 149
Replies to : 3
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.137931034482759
Reciprocated Edge Ratio : 0.242424242424242
Connected Components : 13
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 44
Maximum Edges in a Connected Component : 159
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.144319
Graph Density : 0.02994555353902
Modularity : 0.293858
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] http://www.enterprisemanagement.com/research/asset.php/3683/Wide-Area-Network-Transformation:-How-Enterprises-Succeed-with-Software-Defined-WAN
[5] http://globalplacementfirm.catsone.com/careers/index.php?m=portal&a=details&jobOrderID=912939
[3] https://www.infovista.com/press-release/infovista-names-jos%C3%A9-duarte-as-chief-executive-officer
[2] https://goo.gl/fb/rhvLT5
[2] https://www.information-age.com/gartner-digital-transformation-123478351/
[1] https://globalplacementfirm.catsone.com/careers/index.php?m=portal&a=details&jobOrderID=912939
[1] https://twitter.com/i/web/status/1088125461165686784
[1] https://twitter.com/i/web/status/1087388364423286787
[1] https://twitter.com/infovista/status/1087388364423286787
[1] https://www.networkworld.com/article/3331844/wide-area-networking/survey-enterprises-want-end-to-end-management-of-sd-wan.html?upd=1547749358621

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1084543693728739329
[1] https://twitter.com/i/web/status/1084543972457005056
[1] https://twitter.com/i/web/status/1084549299264999424
[1] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=ea89b2f0f4e6d22f7bc7a520
[1] https://twitter.com/i/web/status/1084785629400047617
[1] https://twitter.com/i/web/status/1084870314960584704
[1] https://pages.infovista.com/Retail-NRF.html
[1] https://twitter.com/search?vertical=default&q=@ricardo_belmar
[1] AND
[1] %23NRF2019&src=typd

Top URLs in Tweet in G3:
[3] https://www.infovista.com/press-release/infovista-names-jos%C3%A9-duarte-as-chief-executive-officer
[2] https://www.information-age.com/gartner-digital-transformation-123478351/
[2] https://goo.gl/fb/rhvLT5
[1] https://twitter.com/i/web/status/1088125461165686784
[1] https://twitter.com/i/web/status/1084541100310843392
[1] https://twitter.com/i/web/status/1084548146368335877
[1] https://twitter.com/i/web/status/1084840567513726977
[1] https://twitter.com/i/web/status/1084883853091721217
[1] https://twitter.com/i/web/status/1088463749076389888
[1] https://twitter.com/i/web/status/1088464422127968256

Top URLs in Tweet in G4:
[5] http://globalplacementfirm.catsone.com/careers/index.php?m=portal&a=details&jobOrderID=912939
[1] https://paper.li/bsmhub/bsmhub?edition_id=eab7c420-175d-11e9-9722-0cc47a0d164b
[1] https://twitter.com/i/web/status/1084511968994750464
[1] https://dutchitchannel.nl/item/615254/infovista-stelt-jose-duarte-als-nieuwe-ceo-aan.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=dutchitchannel
[1] https://twitter.com/Infovista/status/1084861466942074882
[1] https://twitter.com/i/web/status/1085601714173038592
[1] https://www.openpr.com/news/1487885/Software-Defined-Wide-Area-Network-SD-WAN-Market-at-a-Highest-CAGR-of-66-2-by-Top-Key-Players-Analysis-Citrix-Cisco-Aryaka-Networks-Talari-Networks-CloudGenix-InfoVista-Pertino-VeloCloud-now-part-of-VMware-FatPipe-Networks-to-2024.html
[1] https://www.linkedin.com/pulse/buying-future-smart-retail-me-dorne-lovegrove/
[1] http://www.alloweb.org/levee-de-fonds-infovista-leve-des-fonds/
[1] http://www.jobsxl.co.uk/jobsuk/206426

Top URLs in Tweet in G5:
[6] http://www.enterprisemanagement.com/research/asset.php/3683/Wide-Area-Network-Transformation:-How-Enterprises-Succeed-with-Software-Defined-WAN

Top URLs in Tweet in G6:
[1] https://lnkd.in/d89MVBr
[1] https://lnkd.in/dvCAh4B

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1084900258109444096

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] nrf2019
[16] infovista
[13] sdwan
[5] retailers
[4] retail
[3] digitaltransformation
[3] 5g
[2] retailtech
[1] retailtrends
[1] braintrust



Top Hashtags in Tweet in G1:
[15] nrf2019
[7] infovista
[5] retailers
[4] sdwan
[2] retail
[1] qos
[1] qoe
[1] cx
[1] retailtech
[1] digitaltransformation

Top Hashtags in Tweet in G3:
[3] infovista
[3] sdwan
[3] nrf2019
[2] 5g
[2] retail
[2] digitaltransformation
[1] retailtrends
[1] retailtech

Top Hashtags in Tweet in G4:
[5] infovista
[4] nrf2019
[1] bsm
[1] itsm
[1] itom
[1] datacenter
[1] smartretail
[1] imeakobucharest
[1] huawei
[1] actualité

Top Hashtags in Tweet in G5:
[6] sdwan

Top Hashtags in Tweet in G6:
[1] infovista

Top Words
Top Words in Tweet in Entire Graph:
[47] Words in Sentiment List#1: Positive
[3] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1366] Non-categorized Words
[1416] Total Words
[79] infovista
[36] donate
[23] retweet
[22] nrf2019
[21] nrfbigshow

Top Words in Tweet in G1:
[20] infovista
[15] nrf2019
[6] thanks
[6] great
[6] ricardo_belmar
[5] retailers
[5] store
[5] customer
[4] tag
[4] experiences

Top Words in Tweet in G2:
[22] infovista
[22] donate
[11] nrfbigshow
[11] help
[11] retailroi
[11] retweeting
[11] photo
[11] ll
[11] 1
[11] each

Top Words in Tweet in G3:
[18] infovista
[14] donate
[9] retweet
[8] nrfbigshow
[7] help
[7] retailroi
[7] retweeting
[7] photo
[7] ll
[7] 1

Top Words in Tweet in G4:
[14] infovista
[7] engineer
[6] performance
[6] alexandria
[6] va
[4] nrf2019
[2] dilly
[2] fonds

Top Words in Tweet in G5:
[10] ema_research
[6] wide
[6] area
[6] network
[6] transformation
[6] enterprises
[6] succeed
[6] sdwan
[6] shamusema
[2] thanks

Top Words in Tweet in G6:
[2] infovista
[2] als

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] nrfbigshow,help
[18] help,infovista
[18] infovista,donate
[18] donate,retailroi
[18] retailroi,retweeting
[18] retweeting,photo
[18] photo,ll
[18] ll,donate
[18] donate,1
[18] 1,each

Top Word Pairs in Tweet in G1:
[7] infovista,nrf2019
[4] tag,infovista
[3] austria_in_us,g2exp
[3] retailers,please
[3] please,help
[3] help,raise
[3] raise,funds
[3] funds,retailroi
[3] retailroi,retweet
[3] retweet,original

Top Word Pairs in Tweet in G2:
[11] infovista,nrfbigshow
[11] nrfbigshow,help
[11] help,infovista
[11] infovista,donate
[11] donate,retailroi
[11] retailroi,retweeting
[11] retweeting,photo
[11] photo,ll
[11] ll,donate
[11] donate,1

Top Word Pairs in Tweet in G3:
[7] nrfbigshow,help
[7] help,infovista
[7] infovista,donate
[7] donate,retailroi
[7] retailroi,retweeting
[7] retweeting,photo
[7] photo,ll
[7] ll,donate
[7] donate,1
[7] 1,each

Top Word Pairs in Tweet in G4:
[6] performance,engineer
[6] engineer,infovista
[6] infovista,alexandria
[6] alexandria,va
[4] infovista,nrf2019

Top Word Pairs in Tweet in G5:
[6] wide,area
[6] area,network
[6] network,transformation
[6] transformation,enterprises
[6] enterprises,succeed
[6] succeed,sdwan
[6] sdwan,ema_research
[6] ema_research,shamusema
[4] ema_research,wide
[2] shamusema,thanks

Top Replied-To
Top Replied-To in Entire Graph:
@infovista
@yannlh

Top Replied-To in G1:
@infovista

Top Replied-To in G3:
@infovista

Top Replied-To in G7:
@yannlh

Top Mentioned
Top Mentioned in Entire Graph:
@infovista
@nrfbigshow
@retailroi
@ricardo_belmar
@shamusema
@ema_research
@austria_in_us
@g2exp
@retailbrandon
@manornir

Top Mentioned in G1:
@infovista
@ricardo_belmar
@austria_in_us
@g2exp
@retailroi
@retailnext
@retailbrandon
@manornir
@gdetroyer
@retailwire

Top Mentioned in G2:
@infovista
@nrfbigshow
@retailroi

Top Mentioned in G3:
@nrfbigshow
@retailroi
@infovista
@ricardo_belmar
@retailbrandon
@austria_in_us
@g2exp
@gartner_inc
@informationage
@fuze

Top Mentioned in G5:
@ema_research
@shamusema
@infovista
@opensystemsag
@versanetworks

Top Mentioned in G6:
@jaaduarte

Top Tweeters
Top Tweeters in Entire Graph:
@fmfrancoise
@jobsxluk
@witoldkepinski
@dutchitchannel
@sammartino
@retailwire
@informationage
@ema_research
@nespressousa
@networkworld

Top Tweeters in G1:
@fmfrancoise
@retailwire
@nespressousa
@retailnext
@ricardo_belmar
@indochino
@nrfnews
@rayhartjen
@stance
@retailbrandon

Top Tweeters in G2:
@sammartino
@risnewsinsights
@gregbuzek
@varcusmiscidi
@vmcantrell
@nrfbigshow
@joeskorupa
@lorrikim
@retailroi
@retailaggregate

Top Tweeters in G3:
@informationage
@networkworld
@gartner_inc
@channel_online
@fuze
@doravell
@infovista
@henrychalian
@channelmarkj
@iamjamesrhee

Top Tweeters in G4:
@jobsxluk
@dutchitchannel
@globalplacefirm
@allowebb
@bsmhub
@randocuc
@obs_mea
@senderocloud
@ericlunn12509
@retroanalog60

Top Tweeters in G5:
@ema_research
@shamusema
@versanetworks
@opensystemsag

Top Tweeters in G6:
@witoldkepinski
@jaaduarte

Top Tweeters in G7:
@ssamjames
@yannlh


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