#NRF2022, Twitter, 1/13/2022 7:39:32 PM, 269955


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#NRF2022 Twitter NodeXL SNA Map and Report for Thursday, 13 January 2022 at 18:50 UTC
#NRF2022 Twitter NodeXL SNA Map and Report for Thursday, 13 January 2022 at 18:50 UTC
From:
Marc_Smith
Uploaded on:
January 13, 2022
Short Description:
#NRF2022 via NodeXL https://bit.ly/3KbPSQb
@albertoemachado
@nrfbigshow
@nrfnews
@booly_supply
@dailydooh
@christo34196599
@nincoroby
@paula_piccard
@guillaume_rio
@eventsinfluenc1

Top hashtags:
#nrf2022
#retail
#echangeurusa
#ai
#ces2022
#supplychain
#iot
#sap
#nrf

Description:
Description
The graph represents a network of 1,148 Twitter users whose recent tweets contained "#NRF2022", 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, 13 January 2022 at 18:56 UTC.

The tweets in the network were tweeted over the 8-day, 12-hour, 2-minute period from Wednesday, 05 January 2022 at 06:44 UTC to Thursday, 13 January 2022 at 18:46 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 : 1148
Unique Edges : 2447
Edges With Duplicates : 2580
Total Edges : 5027
Number of Edge Types : 5
MentionsInRetweet : 2225
Mentions : 1175
Retweet : 931
Tweet : 593
Replies to : 103
Self-Loops : 604
Reciprocated Vertex Pair Ratio : 0.0825372564004585
Reciprocated Edge Ratio : 0.152488528062125
Connected Components : 228
Single-Vertex Connected Components : 164
Maximum Vertices in a Connected Component : 760
Maximum Edges in a Connected Component : 4532
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.552992
Graph Density : 0.0021514995944579
Modularity : 0.407479
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269954
Data Import : The graph represents a network of 1,148 Twitter users whose recent tweets contained "#NRF2022", 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, 13 January 2022 at 18:56 UTC.

The tweets in the network were tweeted over the 8-day, 12-hour, 2-minute period from Wednesday, 05 January 2022 at 06:44 UTC to Thursday, 13 January 2022 at 18:46 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #NRF2022
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] https://nrfbigshow.nrf.com/
[30] https://www.ibm.com/industries/retail?utm_medium=OSocial&utm_source=Twitter&utm_content=SFPWW&utm_id=NRF2022-AIApps--ArvindKeynotepromotion&social_post=6187126198&linkId=147842648
[23] https://www.forbes.com/sites/bernardmarr/2022/01/12/the-five-biggest-retail-tech-trends-in-2022/?utm_sq=gyb3y08oyz
[23] https://home.kpmg/xx/en/blogs/home/posts/2022/01/cloud-services-tailored-for-retail.html
[20] https://nrfbigshow.nrf.com/?utm_source=nrf_internal&utm_medium=organic_social&utm_content=headline&utm_campaign=ev_nrf2022
[19] https://us02web.zoom.us/webinar/register/WN_wiV4SwDAQwqs3CzJ-8FyQg?mkt_tok=MDAxLUFPUS01NTkAAAGByivoWgzQmiJIx_wRG30Agn020rwNj7Fls322nqhCRce7J_DYvo2ibEE-zYR1ZdRy_gLT3AyLAF1fxcTQTQ
[19] https://events.sap.com/noam/nrf/en/supply_chain?source=social-Global-SAP+Industries-YOUTUBE-MarketingCampaign-Industry-Industry+Solutions-NRF-Retail-NRF2022-spr-6161446217&campaigncode=CRM-IM21-RET-NRF_OSM&sprinklrid=6161446217
[18] https://www.talkdesk.com/events/nrf-2022-retails-big-show/
[17] https://www.linkedin.com/pulse/big-show-go-matthew-shay/?trackingId=FMotIeC5TUSFUjikpYMrQQ%3D%3D
[16] https://www.badakhshani.net/?p=615

Top URLs in Tweet in G1:
[18] https://us02web.zoom.us/webinar/register/WN_wiV4SwDAQwqs3CzJ-8FyQg?mkt_tok=MDAxLUFPUS01NTkAAAGByivoWgzQmiJIx_wRG30Agn020rwNj7Fls322nqhCRce7J_DYvo2ibEE-zYR1ZdRy_gLT3AyLAF1fxcTQTQ
[14] https://www.linkedin.com/pulse/big-show-go-matthew-shay/?trackingId=FMotIeC5TUSFUjikpYMrQQ%3D%3D
[14] https://nrfbigshow.nrf.com/
[8] https://www.youtube.com/watch?v=L_tFXvaDta0

[8] https://nrfbigshow.nrf.com/session/sustainability-circularity-forefront-esg
[8] https://event.bigcommerce.com/nrf2022?utm_campaign=dg_amer_us_mme_acq_bau_evi_2022_q1_nrf_2022&utm_medium=organic-social&utm_source=twitter
[8] https://welcome.board.com/join-board-at-nrfs-big-show-2022-10771/
[7] https://nrf.com/media-center/press-releases/momentum-112th-annual-nrf-convention-continues-grow
[6] https://wwd.com/business-news/retail/nrf-convention-retail-issues-1235029761/
[6] https://nrfbigshow.nrf.com/speakers?utm_source=nrf_internal&utm_medium=organic_social&utm_content=brands_speaking&utm_campaign=ev_nrf2022

Top URLs in Tweet in G2:
[3] https://r.socialstudio.radian6.com/a869e3f8-8ded-4154-a3a0-08d08757c947
[3] http://app.go.vertiv.com/e/er?utm_source=twitter&utm_medium=social-media&utm_campaign=evergreen&utm_term=product-and-services-retail-wholesale-demand-generation&utm_content=en-link-post&s=157200592&lid=18914&elqTrackId=0b99e8884d24429b8f491dd5e749effc&elq=292b23841e8b4d7db05018b82504ae01&elqaid=16025&elqat=1
[3] http://app.go.vertiv.com/e/er?s=157200592&lid=18914&elqTrackId=0b99e8884d24429b8f491dd5e749effc&elq=292b23841e8b4d7db05018b82504ae01&elqaid=16025&elqat=1
[2] https://nrfbigshow.nrf.com/
[2] https://events.sap.com/noam/nrf/en/commerce?source=social-Global-SAP+Industries-YOUTUBE-MarketingCampaign-Industry-Industry+Solutions-NRF-Retail-NRF2022-spr-6161444371&campaigncode=CRM-IM21-RET-NRF_OSM&sprinklrid=6161444371
[2] https://www.sap.com/nrf
[2] https://www.cgi.com/en/event/retail-consumer-and-services/nrf-retails-big-show?utm_source=linkedin&utm_medium=social&utm_campaign=NRF
[2] https://wynshop.com/nrf2022/
[2] https://www.tellermate.com/us/nrf/?force_country=US
[1] https://stibosystems.smh.re/2OV

Top URLs in Tweet in G3:
[17] https://events.sap.com/noam/nrf/en/supply_chain?source=social-Global-SAP+Industries-YOUTUBE-MarketingCampaign-Industry-Industry+Solutions-NRF-Retail-NRF2022-spr-6161446217&campaigncode=CRM-IM21-RET-NRF_OSM&sprinklrid=6161446217
[11] https://sustainabilityinretailconsumer.splashthat.com/
[7] https://url.sap/mvcvlx
[6] https://twitter.com/echangeur/status/1481673093068296197
[6] https://www.sap.com/nrf
[5] https://events.sap.com/noam/nrf/en/commerce?source=social-Global-SAP+Industries-YOUTUBE-MarketingCampaign-Industry-Industry+Solutions-NRF-Retail-NRF2022-spr-6161444371&campaigncode=CRM-IM21-RET-NRF_OSM&sprinklrid=6161444371
[4] https://nrfbigshow.nrf.com/?utm_source=nrf_internal&utm_medium=organic_social&utm_content=headline&utm_campaign=ev_nrf2022
[4] https://twitter.com/nincoroby/status/1480907075693776899
[4] https://twitter.com/Guillaume_Rio/status/1481466894997671937
[4] https://home.kpmg/xx/en/blogs/home/posts/2022/01/cloud-services-tailored-for-retail.html

Top URLs in Tweet in G4:
[18] https://home.kpmg/xx/en/blogs/home/posts/2022/01/cloud-services-tailored-for-retail.html
[11] https://nrfbigshow.nrf.com/?utm_source=nrf_internal&utm_medium=organic_social&utm_content=headline&utm_campaign=ev_nrf2022
[8] https://nrfbigshow.nrf.com/
[6] https://r.socialstudio.radian6.com/f960b399-857f-4431-93df-5016ebefcd69
[4] https://r.socialstudio.radian6.com/27dbac99-d695-49fc-8361-a27f9d7f7887
[4] https://r.socialstudio.radian6.com/e260407f-5351-4b6a-80d8-e93d4b4300db
[4] http://app.go.vertiv.com/e/er?utm_source=twitter&utm_medium=social-media&utm_campaign=evergreen&utm_term=product-and-services-retail-wholesale-demand-generation&utm_content=en-link-post&s=157200592&lid=18914&elqTrackId=0b99e8884d24429b8f491dd5e749effc&elq=292b23841e8b4d7db05018b82504ae01&elqaid=16025&elqat=1
[3] https://twitter.com/RetailWeek/status/1481688028112375809
[3] https://soti.net/nrf?utm_source=twitter&utm_medium=organic&utm_campaign=2021-12-NRF-landing-page&utm_content=image
[3] https://events.sap.com/noam/nrf/en/home?source=social-EMEA_North-SAPUKIreland-TWITTER-MarketingCampaign-Industry-Industry+Solutions-NRF-ConsumerProducts-NRF2022-spr-6078340970&campaigncode=CRM-IM21-RET-NRF_OSM&sprinklrid=6078340970

Top URLs in Tweet in G5:
[17] https://www.forbes.com/sites/bernardmarr/2022/01/12/the-five-biggest-retail-tech-trends-in-2022/?utm_sq=gyb3y08oyz
[12] https://www.sas.com/nrf2022
[8] https://dy.si/sYoVN
[5] http://sas.com/nrf2022
[4] https://play.google.com/store/apps/details?id=com.frienddroid.blip.video.maker
[2] https://www.sas.com/content/sascom/en_us/events/21q3/nrf-2022.html?utm_source=twitter&utm_medium=social-sprinklr&utm_content=6188274552&utm_term=6188274552
[2] https://dy.si/hRsZU
[2] https://dy.si/Fe1aR
[2] https://dy.si/9stqo2
[2] https://dy.si/D5xqJ

Top URLs in Tweet in G6:
[30] https://www.ibm.com/industries/retail?utm_medium=OSocial&utm_source=Twitter&utm_content=SFPWW&utm_id=NRF2022-AIApps--ArvindKeynotepromotion&social_post=6187126198&linkId=147842648
[6] https://www.ibm.com/resources/guides/business-operations/supply-chain-sustainability/?utm_medium=OSocial&utm_source=Twitter&utm_content=SFPWW&utm_id=NRF2022-AIApps&social_post=6094287132&linkId=145204078
[5] https://twitter.com/IBMIBV/status/1481612000404852755
[4] https://www.ibm.com/products/intelligent-promising?utm_medium=OSocial&utm_source=Twitter&utm_content=SFPWW&utm_id=NRF2022-AIApps&social_post=6094536109&linkId=145056171
[2] https://www.linkedin.com/slink?code=d_QC7TVS
[2] https://www.ibm.com/downloads/cas/QJ7A97KL?utm_medium=OSocial&utm_source=Twitter&utm_content=SFPWW&utm_id=NRF2022-AIApps&social_post=6027208054&linkId=143494032
[2] https://www.retailtouchpoints.com/topics/sustainability/last-call-for-sustainability-imperatives-for-change-in-the-retail-and-cpg-industry?linkId=143201935
[1] https://dy.si/DBFkG32
[1] https://twitter.com/IBMIoT/status/1481292039354474504
[1] https://home.kpmg/xx/en/blogs/home/posts/2022/01/cloud-services-tailored-for-retail.html

Top URLs in Tweet in G7:
[5] https://aka.tv/
[3] https://okt.to/MzsTfL
[3] https://okt.to/yL3udP
[3] https://okt.to/MT7OVY
[2] https://www.belunified.com/overview
[2] https://twitter.com/manolo_almagro/status/1479228162886279168
[2] https://www.youtube.com/watch?v=t42Nuqur7xA&feature=youtu.be

[2] https://okt.to/W8wSrO
[2] https://okt.to/IOZFY2
[2] https://okt.to/o5umhG

Top URLs in Tweet in G8:
[16] https://www.badakhshani.net/?p=615
[1] https://twitter.com/matt_vandyke/status/1479125764540882951

Top URLs in Tweet in G9:
[18] https://www.talkdesk.com/events/nrf-2022-retails-big-show/

Top URLs in Tweet in G10:
[3] https://thisweekininnovation.com/episode/startupsofnrf-chris-georgen-founder-chief-architect-topl-on-building-an-impact-technology-economy-via-blockchain
[2] https://thisweekininnovation.com/episode/startupsofnrf-carlos-oliveira-cto-algramo-on-the-refill-revolution
[2] https://thisweekininnovation.com/episode/startupsofnrf-shilp-agarwal-co-founder-ceo-at-blutag-on-voice-commerce
[2] https://dxc.com/us/en/practices/dxc-practice-for-microsoft?utm_source=TWITTER&utm_medium=social&linkId=100000096230427
[1] https://twitter.com/IBD_PSeitz/status/1480631914553876492
[1] http://mercadolabs.com/nrf/?utm_content=193713417&utm_medium=social&utm_source=twitter&hss_channel=tw-966665335909822464
[1] https://dy.si/sYoVN

Top Domains
Top Domains in Tweet in Entire Graph:
[227] nrf.com
[176] dy.si
[114] twitter.com
[91] okt.to
[75] sap.com
[69] linkedin.com
[46] ibm.com
[35] radian6.com
[31] sas.com
[24] zoom.us

Top Domains in Tweet in G1:
[102] nrf.com
[22] linkedin.com
[18] zoom.us
[17] twitter.com
[13] bizzabo.com
[13] dy.si
[11] delaplex.com
[10] youtube.com
[10] okt.to
[10] board.com

Top Domains in Tweet in G2:
[33] dy.si
[18] linkedin.com
[16] twitter.com
[9] okt.to
[7] nrf.com
[6] sap.com
[6] vertiv.com
[5] radian6.com
[4] calendly.com
[4] voicestorm.com

Top Domains in Tweet in G3:
[53] sap.com
[49] dy.si
[25] twitter.com
[13] okt.to
[11] splashthat.com
[10] nrf.com
[7] url.sap
[4] home.kpmg
[4] southseasdata.com
[3] ibm.com

Top Domains in Tweet in G4:
[32] nrf.com
[27] radian6.com
[21] okt.to
[18] home.kpmg
[17] dy.si
[16] ingenico.us
[12] sap.com
[10] twitter.com
[9] linkedin.com
[7] soti.net

Top Domains in Tweet in G5:
[46] dy.si
[26] sas.com
[17] forbes.com
[4] google.com
[1] twitter.com
[1] linkedin.com
[1] voicestorm.com

Top Domains in Tweet in G6:
[43] ibm.com
[7] twitter.com
[4] dy.si
[2] linkedin.com
[2] retailtouchpoints.com
[1] home.kpmg
[1] nrf.com
[1] t.co

Top Domains in Tweet in G7:
[35] okt.to
[27] twitter.com
[5] aka.tv
[5] youtube.com
[2] belunified.com
[1] nrf.com
[1] dailydooh.com
[1] stratacache.com

Top Domains in Tweet in G8:
[16] badakhshani.net
[1] twitter.com

Top Domains in Tweet in G9:
[18] talkdesk.com

Top Domains in Tweet in G10:
[7] thisweekininnovation.com
[2] dxc.com
[1] twitter.com
[1] mercadolabs.com
[1] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2003] nrf2022
[639] retail
[299] echangeurusa
[85] ai
[81] ces2022
[80] supplychain
[76] iot
[73] sap
[67] nrf
[65] cx



Top Hashtags in Tweet in G1:
[394] nrf2022
[94] retail
[15] retailers
[13] sustainability
[12] nrf
[12] ecommerce
[12] supplychain
[12] accuviasoftwaregroup
[9] cx
[9] retailtech

Top Hashtags in Tweet in G2:
[209] nrf2022
[35] retail
[15] nrf
[14] retailers
[14] rsm
[7] ecommerce
[7] retailtech
[6] sap
[6] retailexperience
[6] restaurants

Top Hashtags in Tweet in G3:
[433] nrf2022
[267] echangeurusa
[244] retail
[63] ces2022
[59] sap
[45] supplychain
[36] lasvegas
[30] ces
[30] nyc
[24] nft

Top Hashtags in Tweet in G4:
[314] nrf2022
[134] retail
[30] cloud
[28] innovation
[27] iot
[26] echangeurusa
[24] mwc2022
[24] kpmg
[24] tech4good
[18] technology

Top Hashtags in Tweet in G5:
[92] nrf2022
[26] machinelearning
[26] ai
[26] python
[26] datascience
[26] bigdata
[26] iot
[26] nlp
[26] 100daysofcode
[26] robots

Top Hashtags in Tweet in G6:
[66] nrf2022
[30] hybridcloud
[14] supplychain
[11] sustainability
[9] retail
[9] iot
[7] blockchain
[6] walmart
[6] foodsafety
[5] ai

Top Hashtags in Tweet in G7:
[81] nrf2022
[20] afghanwomen
[16] panjshir
[8] pakistanarmy
[8] talibanterrorists
[8] worldline
[7] taliban
[7] talibans
[4] ces2022
[4] afghanistancrisis

Top Hashtags in Tweet in G8:
[21] nrf2022
[16] مقاومت
[4] talibanterrorists
[4] freeafghanistan
[2] sanctionpakistan
[1] donotrecognisetaliban
[1] panjshirresistance

Top Hashtags in Tweet in G9:
[18] nrf2022
[18] retail
[18] cx

Top Hashtags in Tweet in G10:
[20] nrf2022
[8] retail
[8] startupsofnrf
[5] podcast
[3] tech4good
[3] blockchain
[3] blockchainforgood
[3] retailpodcast
[2] startups
[2] retailers

Top Words
Top Words in Tweet in Entire Graph:
[2012] #nrf2022
[641] #retail
[498] retail
[382] booth
[339] join
[332] learn
[330] show
[299] #echangeurusa
[275] nrfbigshow
[273] big

Top Words in Tweet in G1:
[395] #nrf2022
[169] nrfbigshow
[142] retail
[104] show
[95] booth
[94] #retail
[89] big
[78] learn
[63] join
[57] 16

Top Words in Tweet in G2:
[209] #nrf2022
[80] retail
[66] booth
[53] nrf
[44] learn
[44] join
[40] 16
[38] 2022
[38] show
[35] #retail

Top Words in Tweet in G3:
[434] #nrf2022
[267] #echangeurusa
[244] #retail
[117] store
[104] jblefevre60
[100] le
[95] de
[93] chboursin
[76] la
[67] guillaume_rio

Top Words in Tweet in G4:
[316] #nrf2022
[135] #retail
[92] retail
[71] show
[66] booth
[58] big
[56] nrfbigshow
[51] learn
[44] join
[44] 16

Top Words in Tweet in G5:
[94] #nrf2022
[56] jan
[52] ultabeauty
[42] sleepnumber
[36] 18
[28] msretail
[27] #machinelearning
[27] #ai
[27] #python
[27] #datascience

Top Words in Tweet in G6:
[66] #nrf2022
[50] join
[49] ibm
[32] ai
[32] customer
[31] ceo
[31] arvindkrishna
[31] accelerate
[30] discusses
[30] retailers

Top Words in Tweet in G7:
[81] #nrf2022
[32] experience
[29] afghanistan
[22] experts
[21] shopping
[20] #afghanwomen
[17] solutions
[16] #panjshir
[15] meet
[15] booth

Top Words in Tweet in G8:
[21] #nrf2022
[16] دیدارم
[16] با
[16] احمد
[16] مسعود
[16] جبهه
[16] مقاومت
[16] ملی
[16] و
[16] سردرگمی

Top Words in Tweet in G9:
[18] kick
[18] style
[18] #nrf2022
[18] #retail
[18] experts
[18] show
[18] reach
[18] #cx
[18] goals
[18] deliver

Top Words in Tweet in G10:
[20] #nrf2022
[9] #retail
[8] #startupsofnrf
[7] microsoft
[7] brianvision
[5] founder
[5] #podcast
[4] topl_protocol
[4] like
[4] retail

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[218] big,show
[177] 16,18
[127] #nrf2022,#retail
[127] #echangeurusa,#nrf2022
[84] retail's,big
[84] retail,big
[83] #retail,#nrf2022
[80] january,16
[76] jan,16
[71] attending,#nrf2022

Top Word Pairs in Tweet in G1:
[73] big,show
[45] 16,18
[35] nrfbigshow,#nrf2022
[32] retail,big
[31] retail's,big
[27] #nrf2022,retail
[26] jan,16
[23] retail,store
[23] store,tours
[22] stop,booth

Top Word Pairs in Tweet in G2:
[29] nrf,2022
[29] 16,18
[27] big,show
[16] retail,big
[15] january,16
[15] retail,technology
[14] technology,experience
[14] experience,center
[14] center,nrf
[14] 2022,#rsm

Top Word Pairs in Tweet in G3:
[116] #echangeurusa,#nrf2022
[54] #nrf2022,#retail
[51] #nrf2022,#echangeurusa
[49] #retail,#echangeurusa
[40] #echangeurusa,#retail
[32] kalydeoo,ym78200
[32] #retail,#nrf2022
[30] #echangeurusa,#ces2022
[27] de,la
[26] #nrf2022,jblefevre60

Top Word Pairs in Tweet in G4:
[51] big,show
[35] 16,18
[24] #nrf2022,#mwc2022
[24] #mwc2022,#kpmg
[24] #kpmg,#iot
[24] #iot,#cloud
[24] #tech4good,#innovation
[22] #cloud,#retail
[22] #retail,#tech4good
[21] retail's,big

Top Word Pairs in Tweet in G5:
[33] jan,18
[29] ultabeauty,sleepnumber
[24] sleepnumber,chrobinson
[24] chrobinson,coppel
[24] coppel,msretail
[23] jan,18th
[20] starting,jan
[19] melissa,berscheid
[18] 18,19
[18] azure,mspartner

Top Word Pairs in Tweet in G6:
[31] join,ibm
[31] ibm,ceo
[31] ceo,arvindkrishna
[30] arvindkrishna,discusses
[30] discusses,retailers
[30] retailers,leverage
[30] leverage,ai
[30] ai,#hybridcloud
[30] #hybridcloud,technologies
[30] technologies,automate

Top Word Pairs in Tweet in G7:
[16] #nrf2022,#panjshir
[14] shopping,experience
[14] booth,#537
[14] discover,solutions
[12] afghanistan,#afghanwomen
[9] 16,18
[9] #afghanwomen,#nrf2022
[8] #nrf2022,learn
[8] york,16
[7] experience,live

Top Word Pairs in Tweet in G8:
[16] دیدارم,با
[16] با,احمد
[16] احمد,مسعود
[16] مسعود,جبهه
[16] جبهه,مقاومت
[16] مقاومت,ملی
[16] ملی,و
[16] و,سردرگمی
[16] سردرگمی,هایش
[16] هایش,#مقاومت

Top Word Pairs in Tweet in G9:
[18] kick,style
[18] style,#nrf2022
[18] #nrf2022,#retail
[18] #retail,experts
[18] experts,show
[18] show,reach
[18] reach,#cx
[18] #cx,goals
[18] goals,deliver
[18] deliver,seamless

Top Word Pairs in Tweet in G10:
[5] brianvision,#nrf2022
[3] #startupsofnrf,chris
[3] chris,georgen
[3] georgen,founder
[3] founder,chief
[3] chief,architect
[3] architect,topl
[3] topl,building
[3] building,impact
[3] impact,technology

Top Replied-To
Top Replied-To in Entire Graph:
@albertoemachado
@uniqlousa
@sap_io
@walmart
@samsungus
@saks
@everlane
@rwang0
@mlbstorenyc
@nrfnews

Top Replied-To in G1:
@nrfnews
@nrfbigshow
@trurating
@flanneryhiggins
@mssonicflare
@javitscenter
@get_banyan
@fastcompanybra

Top Replied-To in G3:
@sap_io
@uniqlousa
@samsungus
@walmart
@albertoemachado
@everlane
@saks
@mountsinainyc
@rwang0
@mlbstorenyc

Top Replied-To in G4:
@albertoemachado
@khulood_almani
@enilev
@rwang0
@uniqlousa
@guillaume_rio
@mlbstorenyc
@saks
@walmart

Top Replied-To in G6:
@albertoemachado

Top Replied-To in G7:
@hashtesubhdaily
@realmahalwaak
@nrfafg

Top Replied-To in G8:
@lolazorume
@habibkhant

Top Replied-To in G10:
@brianvision
@jeffpr
@rethink_retail
@attbusiness

Top Mentioned
Top Mentioned in Entire Graph:
@nrfbigshow
@jblefevre60
@chboursin
@nrfnews
@kalydeoo
@guillaume_rio
@ym78200
@ultabeauty
@nincoroby
@akaeserge

Top Mentioned in G1:
@nrfbigshow
@nrfnews
@xrclabs
@oracle
@recurate
@salesforce
@javitscenter
@bigcommerce
@lululemon
@gothamhallnyc

Top Mentioned in G2:
@avidbots

Top Mentioned in G3:
@jblefevre60
@chboursin
@guillaume_rio
@kalydeoo
@ym78200
@akaeserge
@c_chenevoy
@pierrecappelli
@tewoz
@nincoroby

Top Mentioned in G4:
@nrfbigshow
@kanezadiane
@nrfnews
@chboursin
@glengilmore
@enilev
@sallyeaves
@kalydeoo
@labordeolivier
@khulood_almani

Top Mentioned in G5:
@ultabeauty
@sleepnumber
@msretail
@coppel
@chrobinson
@mspartner
@azure
@sassoftware
@waitrose
@goodwillaz

Top Mentioned in G6:
@arvindkrishna
@glengilmore
@ibmblockchain
@nrfnews
@ibmiot
@khulood_almani
@nrfbigshow
@chboursin
@labordeolivier
@sallyeaves

Top Mentioned in G7:
@livescaletv
@frenkiemark
@raging545
@wazhmaayoubi
@laralogan
@leslibless
@realmahalwaak
@ozymandiusuk
@proudafghan07

Top Mentioned in G8:
@mrfreefighter
@derspiegel
@wsj
@france24
@ajenglish
@diezeit
@trtworld
@amnestysasia
@jalalfaizullah

Top Mentioned in G10:
@brianvision
@topl_protocol
@microsoft
@c_georgen
@shilpagarwal_
@blutagvoice
@ricardo_belmar
@5h15h
@gopalgautham
@publichabit

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@evankirstel
@cybersecurityn8
@ipythonistabot
@morolswediu
@discovertech3
@lifetime_life
@coderretweet

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@ml_tweet_bot
@lululemon
@wholefoods
@nellinson
@markderiz
@d_summerville
@citylab
@richie_anaya

Top Tweeters in G2:
@capgemini
@shaynelibby
@kristinevick
@wearealgonomy
@radio1029
@royalcyberusa
@preciselydata
@lsretailchat
@lohmus
@caiocmgo

Top Tweeters in G3:
@evankirstel
@walmart
@nicochan33
@shi4tech
@rwang0
@gvalan
@jblefevre60
@junjudapi
@ipfconline1
@taizun_tapia

Top Tweeters in G4:
@lifetime_life
@fabriciosx
@vivmilano
@fabriziobustama
@kanezadiane
@mohdalaqeili
@sebbourguignon
@albertoemachado
@glengilmore
@retailweek

Top Tweeters in G5:
@xaelbot
@ipythonistabot
@morolswediu
@discovertech3
@coderretweet
@hubofml
@pythonexpertbot
@bills_bot
@satyajit1910
@waitrose

Top Tweeters in G6:
@jacobussystems
@akwyz
@tmmmarshall
@adrianvelascos
@pierre018
@markquarter
@thebamnetwork
@ibmdata
@enilev
@juliansmallman

Top Tweeters in G7:
@sodagrrl
@phaedraxteddy
@dailydooh
@girlmom2x
@polinchock
@hashtesubhdaily
@leslibless
@raging545
@frenkiemark
@laralogan

Top Tweeters in G8:
@france24
@wsj
@ajenglish
@derspiegel
@trtworld
@diezeit
@habibkhant
@nmh74478305
@mrfreefighter
@basirahang

Top Tweeters in G9:
@jasonltradr
@talkdesk
@swmadman
@ramsesthethird
@gcording
@ecovelinhas
@kirkloveland
@stelacioc
@paulhandy
@belljames14

Top Tweeters in G10:
@codewithtwitchi
@5h15h
@brianvision
@microsoft
@dxctechnology
@ricardo_belmar
@attbusiness
@jeffpr
@mercuryfund
@rethink_retail


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