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nordstrom_2019-01-23_06-14-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2019
Short Description:
nordstrom via NodeXL http://bit.ly/2U8gOoY
@nordstrom
@shorteie
@chickfila
@tn_williams
@mcdonalds
@karl_nordstrom
@realdonaldtrump
@rickortiz751
@jerry_nordstrom
@katie__shirey

Top hashtags:
#nordstrom
#shopmycloset
#fashion
#style
#poshmark
#shopping
#retail
#shop

Description:
Description
The graph represents a network of 5,182 Twitter users whose tweets in the requested range contained "nordstrom", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 January 2019 at 14:15 UTC.

The requested start date was Wednesday, 23 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 10-day, 1-hour, 50-minute period from Saturday, 12 January 2019 at 23:10 UTC to Wednesday, 23 January 2019 at 01:00 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 : 5182
Unique Edges : 5851
Edges With Duplicates : 1530
Total Edges : 7381
Number of Edge Types : 3
Mentions : 4442
Tweet : 1886
Replies to : 1053
Self-Loops : 1886
Reciprocated Vertex Pair Ratio : 0.039983253087712
Reciprocated Edge Ratio : 0.0768921095008051
Connected Components : 1646
Single-Vertex Connected Components : 1065
Maximum Vertices in a Connected Component : 1412
Maximum Edges in a Connected Component : 3138
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.388083
Graph Density : 0.000185042116077277
Modularity : 0.673697
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[38] https://www.inc.com/todd-nordstrom/research-says-kindness-can-make-you-a-better-leader-here-are-3-reasons-why.html
[28] https://www.shape.com/lifestyle/fit-getaways/away-luggage-new-exclusive-nordstrom
[28] https://www.shape.com/fitness/clothes/sweaty-betty-new-collection-nordstrom
[23] https://www.inc.com/todd-nordstrom/6-things-you-learn-about-leadership-by-being-a-mentor.html
[21] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=15162193
[19] https://www.inc.com/todd-nordstrom/research-says-kindness-can-make-you-a-better-leader-here-are-3-reasons-why.html?cid=sf01002
[18] https://www.cnbc.com/2019/01/15/nordstrom-says-sales-at-some-stores-below-expectations-for-holidays.html
[17] http://yellowpagescoupons.net/buycom-incredible-black-friday-cyber-monday-electronics-specials/?utm_content=buffer230db&utm_medium=social&utm_source=bufferapp.com&utm_campaign=buffer
[15] https://m.shop.nordstrom.com/sr/christian-siriano
[15] https://twitter.com/BayAreaCoups/status/1079545933526904834/photo/1

Top URLs in Tweet in G1:
[28] https://www.shape.com/lifestyle/fit-getaways/away-luggage-new-exclusive-nordstrom
[28] https://www.shape.com/fitness/clothes/sweaty-betty-new-collection-nordstrom
[18] https://www.inc.com/todd-nordstrom/research-says-kindness-can-make-you-a-better-leader-here-are-3-reasons-why.html?cid=sf01002
[17] http://yellowpagescoupons.net/buycom-incredible-black-friday-cyber-monday-electronics-specials/?utm_content=buffer230db&utm_medium=social&utm_source=bufferapp.com&utm_campaign=buffer
[16] https://www.cnbc.com/2019/01/15/nordstrom-says-sales-at-some-stores-below-expectations-for-holidays.html
[15] https://twitter.com/BayAreaCoups/status/1079545933526904834/photo/1
[12] https://www.inc.com/todd-nordstrom/research-says-kindness-can-make-you-a-better-leader-here-are-3-reasons-why.html
[12] https://www.inc.com/todd-nordstrom/6-things-you-learn-about-leadership-by-being-a-mentor.html
[7] http://matome.naver.jp/odai/2132495918619495801
[7] http://www.inc.com/

Top URLs in Tweet in G2:
[21] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=15162193
[14] https://www.sneakershouts.com/news/2019/1/19/now-available-nike-blazer-mid-1977-vintage-pack
[12] https://click.linksynergy.com/fs-bin/click?id=W9MhUk6cl28&subid=0&offerid=480627.1&type=10&tmpid=8158&RD_PARM1=https%253A%252F%252Fshop.nordstrom.com%252Fs%252Fnike-blazer-mid-77-vintage-sneaker-women%252F5111965
[5] https://twitter.com/SneakerShouts/status/1086685208701792256
[5] https://www.chicagobusiness.com/retail/nordstroms-chicago-based-trunk-club-add-about-175-jobs?utm_medium=Social&utm_campaign=SocialFlow&utm_source=Twitter
[4] https://shop.nordstrom.com/c/sneaker-releases?utm_source=twitter&utm_medium=cpm&utm_campaign=2869_j010364_7626&utm_term=social&utm_channel=social_acq_p&sp_source=twitter&sp_campaign=2869_j010364_7626&
[4] https://shop.nordstrom.com/c/loeffler-randall?utm_source=twitter&utm_medium=cpm&utm_campaign=2869_j009200_4152&utm_content=gieao&utm_term=social&utm_channel=social_acq_p&sp_source=twitter&sp_campaign=2869_j009200_4152&&sf97524444=1
[4] https://shop.nordstrom.com/c/womens-laura-mercier?utm_source=twitter&utm_medium=cpm&utm_campaign=2869_j009200_4152&utm_content=gieao&utm_term=social&utm_channel=social_acq_p&sp_source=twitter&sp_campaign=2869_j009200_4152&&sf97524594=1
[4] https://go.magik.ly/ml/jr1d/
[3] https://shop.nordstrom.com/c/all-pop-in-olivia-kim?utm_source=twitter&utm_medium=cpm&utm_campaign=2869_j009200_4152&utm_content=gieao&utm_term=social&utm_channel=social_acq_p&sp_source=twitter&sp_campaign=2869_j009200_4152&&sf97866924=1

Top URLs in Tweet in G4:
[3] https://poshmark.com/listing/5c4026b3a5d7c64eb9e3ec52?utm_campaign=referral_code%3DTRBRANDON&utm_content=feature%3Dsh_li_el_ios%26rfuid%3D550211ff154a1532ed028de4%26ext_trk%3Dbranch&utm_source=tw_sh
[2] https://poshmark.com/listing/5adfc0bf2ae12ff550a749c0?utm_campaign=referral_code%3DTHREDSTYLE&utm_content=feature%3Dsh_li_el_ios%26rfuid%3D5a454115f68b98981ac6aecd%26ext_trk%3Dbranch&utm_source=tw_sh
[2] https://bnc.lt/focc/foV8eOOs8R
[2] https://bnc.lt/focc/KyJnPVcZsQ
[2] https://poshmark.com/listing/5bf254918ad2f91851ff9722?utm_campaign=referral_code%3DLALALALINDAZ&utm_content=feature%3Dsh_li_el_ios%26rfuid%3D538e362388e3c67c6d090496%26ext_trk%3Dbranch&utm_source=tw_sh
[2] https://poshmark.com/listing/5c3208f5619745a9591051f0?utm_campaign=referral_code%3DROXB0501&utm_content=feature%3Dsh_li_el_ios%26rfuid%3D59ac16cd4815604d6e5781cf%26ext_trk%3Dbranch&utm_source=tw_sh
[2] https://bnc.lt/focc/6qFHU79esQ
[2] https://poshmark.com/listing/5c34aa3e619745d8651f2f83?utm_campaign=referral_code%3DALEXARAE86&utm_content=feature%3Dsh_li_el_ios%26rfuid%3D590178ecb0c5fcde190f8d85%26ext_trk%3Dbranch&utm_source=tw_sh
[1] https://bnc.lt/focc/LjlWBBdtzT
[1] https://poshmark.com/listing/5c47a1709539f7c28b276f00?utm_campaign=referral_code%3DCASSIDYMCUTLER&utm_content=feature%3Dsh_li_cl_ios%26rfuid%3D595d9038f90365f380222434%26ext_trk%3Dbranch&utm_source=tw_sh

Top URLs in Tweet in G5:
[2] https://twitter.com/ortegolauren/status/1085994120898842624

Top URLs in Tweet in G6:
[3] https://www.joblaunch.org/articles/look-your-best-giveaway
[2] https://www.popsugar.com/smart-living/Cool-Travel-Products-35307351?utm_medium=twitter&utm_source=post&utm_campaign=frontdoor
[2] https://www.ebay.com/itm/163491254119?ul_noapp=true
[2] https://bestonreviews.com/10-sites-to-buy-gift-cards-online-with-checking-account/
[2] https://bestonreviews.com/10-ways-to-shop-online-and-pay-with-checking-account/
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=132927235283&user_name=vick441&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F132927235283&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=153341833680&user_name=safford-hall&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2FNIKE-Running-Shoes-Cross-Trainers-Nike-Better-World-Athletic-NordstroM-11-%2F153341833680&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[1] https://www.instagram.com/p/Bs6uxFQHrcH/?utm_source=ig_twitter_share&igshid=bkh9y2pe0c14
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=283348046004&user_name=simplesellingmom&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F283348046004&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=163461036120&user_name=phatzplace&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F163461036120&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C

Top URLs in Tweet in G7:
[1] https://madmimi.com/p/bf5e8d?pact=7737182-149080043-9409598056-93f33e020a264aa59ebcc9f14a057d27d00be9f1
[1] https://www.instagram.com/p/BsrCajBlE-8/
[1] https://www.instagram.com/p/Bs1tSMUFogS/
[1] https://www.instagram.com/p/Bs35yHsFxpB/
[1] https://www.instagram.com/p/Bs5e37aFZSF/
[1] https://www.instagram.com/hollygleason615/p/Bs4GcF8hxn0/?utm_source=ig_twitter_share&igshid=xfujydpxv37w

Top URLs in Tweet in G9:
[25] https://www.inc.com/todd-nordstrom/research-says-kindness-can-make-you-a-better-leader-here-are-3-reasons-why.html
[7] https://www.inc.com/suzanne-lucas/dont-become-next-starbucks-or-nordstrom-have-this-simple-conversation-with-your-managers-right-now.html
[6] https://www.inc.com/todd-nordstrom/6-things-you-learn-about-leadership-by-being-a-mentor.html
[5] https://www.inc.com/todd-nordstrom/6-things-you-learn-about-leadership-by-being-a-mentor.html?cid=sf01001
[1] https://www.inc.com/todd-nordstrom/best-shows-to-binge-watch-for-leaders.html
[1] https://www.inc.com/suzanne-lucas/dont-become-next-starbucks-or-nordstrom-have-this-simple-conversation-with-your-managers-right-now.html?%0A%20%20%28function%28i%2Cs%2Co%2Cg%2Cr%2Ca%2Cm%29%7Bi%5B%27GoogleAnalyticsObject%27%5D=r%3Bi%5Br%5D%3Di%5Br%5D%7C%7Cfunction%28%29%7B%0A%20%20%28i%5Br%5D.q%3Di%5Br%5D.q%7C%7C%5B%5D%29.push%28arguments%29%7D%2Ci%5Br%5D.l%3D1%2Anew%20Date%28%29%3Ba%3Ds.createElement%28o%29%2C%0A%20%20m%3Ds.getElementsByTagName%28o%29%5B0%5D%3Ba.async%3D1%3Ba.src%3Dg%3Bm.parentNode.insertBefore%28a%2Cm%29%0A%20%20%7D%29%28window%2Cdocument%2C%27script%27%2C%27https%3A%2F%2Fwww.google-analytics.com%2Fanalytics.js%27%2C%27ga%27%29%3B%0A%0A%20%20ga%28%27create%27%2C%20%27UA-28289263-5%27%2C%20%27auto%27%29%3B%0A%20%20ga%28%27send%27%2C%20%27pageview%27%29%3B%0A%0A
[1] http://www.evilhrlady.org/2018/05/dont-become-the-next-starbucks-or-nordstrom-have-this-simple-conversation-with-your-managers-right-now.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.inc.com/todd-nordstrom/6-things-you-learn-about-leadership-by-being-a-mentor.html?cid=hmside1
[1] https://lnkd.in/esf6aTM
[1] https://lnkd.in/eeyGKww

Top URLs in Tweet in G10:
[2] https://www.instyle.com/lifestyle/travel/away-suitcases-travel-luggage?utm_term=9328BA64-15A7-11E9-82F1-C1E54744363C&utm_content=link&utm_campaign=instyle_instyle&utm_medium=social&utm_source=twitter.com
[1] https://www.sailthru.com/marketing-blog/ulta-nike-nordstrom-stores/
[1] https://www.bellagenerationhairsystem.com/
[1] https://www.instyle.com/syndication/grey-jason-wu-meghan-markle-loved-designer?utm_content=link&utm_term=A496CD16-168A-11E9-8B9A-00D94744363C&utm_campaign=instyle_instyle&utm_source=twitter.com&utm_medium=social

Top Domains
Top Domains in Tweet in Entire Graph:
[215] twitter.com
[141] instagram.com
[129] nordstrom.com
[117] inc.com
[99] bnc.lt
[72] poshmark.com
[63] shape.com
[50] ebay.com
[41] shopstyle.it
[35] linksynergy.com

Top Domains in Tweet in G1:
[74] instagram.com
[71] twitter.com
[60] shape.com
[58] inc.com
[25] nordstrom.com
[20] facebook.com
[19] yellowpagescoupons.net
[19] ebay.com
[18] cnbc.com
[15] reddit.com

Top Domains in Tweet in G2:
[45] nordstrom.com
[35] twitter.com
[29] instagram.com
[22] sneakershouts.com
[19] swarmapp.com
[13] rstyle.me
[12] linksynergy.com
[10] curalate.com
[6] popsugar.com
[6] snip.ly

Top Domains in Tweet in G4:
[99] bnc.lt
[72] poshmark.com

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[15] ebay.com
[4] twitter.com
[4] bestonreviews.com
[3] joblaunch.org
[2] instagram.com
[2] popsugar.com
[1] wp.me
[1] npmjs.com
[1] ana.net
[1] smartbrief.com

Top Domains in Tweet in G7:
[5] instagram.com
[1] madmimi.com

Top Domains in Tweet in G9:
[46] inc.com
[3] lnkd.in
[1] evilhrlady.org

Top Domains in Tweet in G10:
[3] instyle.com
[1] sailthru.com
[1] bellagenerationhairsystem.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[239] nordstrom
[177] shopmycloset
[156] fashion
[127] style
[112] poshmark
[33] shopping
[29] retail
[23] shop
[19] giftguide
[19] giftidea



Top Hashtags in Tweet in G1:
[65] nordstrom
[20] shopping
[19] giftguide
[19] giftidea
[19] newyearsresolutions
[19] newyear2019
[19] resolution2019
[18] resolution
[17] christmas
[16] fashion

Top Hashtags in Tweet in G2:
[24] nordstrom
[12] ad
[10] retail
[6] luxuryretail
[6] atlarge
[6] pillowtalk
[6] catsoftwitter
[5] sneakers
[5] fashiontrends
[4] sotd

Top Hashtags in Tweet in G4:
[175] shopmycloset
[112] poshmark
[112] fashion
[112] style
[99] nordstrom
[5] vintage
[4] freepeople
[3] katespade
[3] nike
[3] americaneagleoutfitters

Top Hashtags in Tweet in G6:
[5] nordstrom
[4] maga
[4] theresistance
[2] ootd
[2] nuggets
[2] iamconfident
[2] retailsfuture
[1] blazer
[1] silk
[1] textured

Top Hashtags in Tweet in G7:
[5] agnesanddora
[3] fashion
[2] ootd
[2] fashionbloggers
[2] bloggerstyle
[2] outfitpost
[2] stylegoals
[2] fashionista
[1] fashio
[1] americanstyl

Top Hashtags in Tweet in G9:
[7] leadership
[3] mentoring
[2] leaders
[2] flipittotestit
[2] mentor
[2] leadershipmatters
[1] mentors
[1] bookkeepers
[1] startup
[1] kindnessmatters

Top Hashtags in Tweet in G10:
[10] beccabffs
[3] bellatravelsize
[3] bellaminis
[3] bella2go
[3] vegan
[3] polyethnic
[3] 2in1
[3] shampoo
[3] leaveinrevitalizer
[1] ditavonteese

Top Words
Top Words in Tweet in Entire Graph:
[4128] Words in Sentiment List#1: Positive
[1692] Words in Sentiment List#2: Negative
[48] Words in Sentiment List#3: Angry/Violent
[96418] Non-categorized Words
[102244] Total Words
[3916] nordstrom
[750] s
[465] في
[462] out
[442] الي

Top Words in Tweet in G1:
[1216] nordstrom
[195] rack
[150] s
[124] sales
[115] new
[114] holiday
[104] up
[100] t
[92] jwn
[84] away

Top Words in Tweet in G2:
[814] nordstrom
[129] more
[103] officialbrianab
[102] samsmithtweets
[86] place
[81] department
[80] out
[79] please
[78] shoe
[77] appropriate

Top Words in Tweet in G3:
[465] في
[442] الي
[245] nordstrom
[242] isa_almoawda
[222] من
[222] خدمة
[222] العملاء
[221] العلامات
[221] يضرب
[221] فيها

Top Words in Tweet in G4:
[185] poshmark
[183] poshmarkapp
[177] check
[177] out
[175] shopmycloset
[172] nordstrom
[113] style
[112] good
[112] share
[112] items

Top Words in Tweet in G5:
[169] ortegolauren
[169] end
[168] never
[168] fascinated
[168] pittsburgh
[168] tendency
[168] add
[168] 's
[168] establishment
[167] wil

Top Words in Tweet in G6:
[74] nordstrom
[22] macys
[20] nike
[16] ebay
[14] out
[13] amazon
[13] check
[9] netflix
[9] starbucks
[8] new

Top Words in Tweet in G7:
[102] nordstrom
[90] inspirencelebr8
[90] netaporter
[90] theoutnet
[90] saks
[79] s
[78] today
[78] edition
[78] haute
[78] spot

Top Words in Tweet in G8:
[95] billion
[95] s
[94] comparing
[94] valuations
[94] amazon
[94] 810
[94] walmart
[94] best
[94] buy
[94] macy

Top Words in Tweet in G9:
[55] toddnordstrom
[52] inc
[36] mentor
[36] leadership
[32] mentoring
[31] valuable
[29] truth
[29] mentee
[27] kindness
[27] great

Top Words in Tweet in G10:
[18] nordstrom
[10] beccabffs
[9] sephora
[8] becca_cosmetics
[8] forevermalika
[8] now
[8] together
[7] bloomingdales
[7] love
[7] khloekardashian

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[389] nordstrom,rack
[226] check,out
[222] خدمة,العملاء
[221] من,العلامات
[221] العلامات,الي
[221] الي,يضرب
[221] يضرب,فيها
[221] فيها,المثل
[221] المثل,في
[221] في,مستوى

Top Word Pairs in Tweet in G1:
[185] nordstrom,rack
[71] holiday,season
[61] away,luggage
[61] nordstrom,jwn
[50] gt,gt
[49] nordstrom,sales
[48] sales,stores
[46] nordstrom,s
[32] styles,nordstrom
[32] super,cute

Top Word Pairs in Tweet in G2:
[100] officialbrianab,nordstrom
[76] shoe,department
[75] more,appropriate
[75] appropriate,place
[75] place,randomly
[75] randomly,run
[75] run,officialbrianab
[75] nordstrom,shoe
[74] samsmithtweets,more
[35] sorry,hear

Top Word Pairs in Tweet in G3:
[222] خدمة,العملاء
[221] من,العلامات
[221] العلامات,الي
[221] الي,يضرب
[221] يضرب,فيها
[221] فيها,المثل
[221] المثل,في
[221] في,مستوى
[221] مستوى,خدمة
[221] العملاء,هي

Top Word Pairs in Tweet in G4:
[177] check,out
[112] good,share
[112] share,check
[112] out,items
[112] items,loving
[112] loving,poshmarkapp
[112] poshmark,fashion
[112] fashion,style
[109] style,shopmycloset
[73] poshmarkapp,poshmark

Top Word Pairs in Tweet in G5:
[168] never,fascinated
[168] fascinated,pittsburgh
[168] pittsburgh,tendency
[168] tendency,add
[168] add,'s
[168] 's,end
[168] end,establishment
[167] ortegolauren,never
[167] establishment,wil
[3] s,nordstrom

Top Word Pairs in Tweet in G6:
[13] check,out
[11] nike,nordstrom
[11] macys,nordstrom
[7] nordstrom,macys
[7] nordstrom,starbucks
[7] starbucks,netflix
[7] netflix,budweiser
[5] gillette,cheerios
[5] cheerios,keurig
[5] keurig,skittles

Top Word Pairs in Tweet in G7:
[90] netaporter,theoutnet
[90] theoutnet,nordstrom
[90] nordstrom,saks
[89] inspirencelebr8,netaporter
[78] saks,today
[78] today,s
[78] s,edition
[78] edition,haute
[78] haute,spot
[78] spot,features

Top Word Pairs in Tweet in G8:
[94] comparing,valuations
[94] valuations,amazon
[94] amazon,810
[94] 810,billion
[94] billion,walmart
[94] walmart,best
[94] best,buy
[94] buy,macy
[94] macy,s
[94] s,target

Top Word Pairs in Tweet in G9:
[29] truth,mentoring
[29] valuable,mentor
[29] mentor,mentee
[28] mentoring,valuable
[28] mentee,toddnordstrom
[27] toddnordstrom,inc
[25] kindness,foundation
[25] foundation,great
[25] great,leadership
[24] leadership,toddnordstrom

Top Word Pairs in Tweet in G10:
[5] nordstrom,bloomingdales
[5] made,love
[4] bloomingdales,qvc
[4] qvc,cultbeauty
[4] cultbeauty,sephora
[4] bffs,glow
[4] glow,together
[4] together,stay
[4] stay,together
[4] together,beccabffs

Top Replied-To
Top Replied-To in Entire Graph:
@nordstrom
@samsmithtweets
@inspirencelebr8
@toriglass
@nordstrom_dre
@bonnevivante
@lorisadventure
@vlexthrvshxm
@e_picky
@thejanemcgarry

Top Replied-To in G1:
@mediacrew162

Top Replied-To in G2:
@nordstrom
@samsmithtweets
@toriglass
@notjustinkaiser
@bonnevivante
@lorisadventure
@thejanemcgarry
@ars1806
@erikestradagro
@hobbsisme

Top Replied-To in G3:
@isa_almoawda

Top Replied-To in G5:
@ortegolauren

Top Replied-To in G6:
@dandreaz
@sassysculptor
@macys
@edysmol
@twittermktg
@amazon
@natashajanic
@target
@ford
@bestonreview

Top Replied-To in G7:
@inspirencelebr8

Top Replied-To in G10:
@staywellkept
@becca_cosmetics
@debramacki

Top Mentioned
Top Mentioned in Entire Graph:
@nordstrom
@isa_almoawda
@poshmarkapp
@ortegolauren
@officialbrianab
@saks
@jonerlichman
@netaporter
@theoutnet
@inspirencelebr8

Top Mentioned in G1:
@biljetterna
@jamesdavis4655
@mrrobotcodebrkr
@bayareacoups
@naadiacrutch
@adelaidesattic1
@bellanaijastyle
@jacksaves

Top Mentioned in G2:
@nordstrom
@officialbrianab
@samsmithtweets
@sneakershouts
@nordstromnow
@solelinks
@away
@toriglass
@ctilburymakeup
@sweatybetty

Top Mentioned in G3:
@isa_almoawda
@waledotb
@haneenialasiri

Top Mentioned in G4:
@poshmarkapp
@michele56069220
@dressmethrifted
@ssqueekie
@lissy120616
@farm4wedding
@prestigeluxe1
@maddie17443622
@trendsetterdva

Top Mentioned in G5:
@ortegolauren
@chloeelyse14

Top Mentioned in G6:
@nordstrom
@macys
@ebay
@nike
@amazon
@netflix
@starbucks
@budweiser
@oldnavy
@nfl

Top Mentioned in G7:
@nordstrom
@netaporter
@theoutnet
@saks
@inspirencelebr8
@gucci
@jimmychoo
@agnesanddora
@johnnie06657866

Top Mentioned in G8:
@jonerlichman

Top Mentioned in G9:
@toddnordstrom
@inc
@violettedeayala
@octanner
@sheila_venable
@ipbc_canada
@grouve
@j_n_vera
@1stophr
@gloocall

Top Mentioned in G10:
@nordstrom
@sephora
@bloomingdales
@becca_cosmetics
@forevermalika
@khloekardashian
@qvc
@cultbeauty
@ultabeauty
@generationbella

Top Tweeters
Top Tweeters in Entire Graph:
@fantasysite
@americanbanking
@oldlady12345
@tickerreport
@alerttrade
@marshawright
@consumerfeed
@piyuanker12
@sectest9
@myalliesnews

Top Tweeters in G1:
@fantasysite
@americanbanking
@tickerreport
@consumerfeed
@myalliesnews
@eaglestarnet
@dailypoliticaln
@dakotafinancial
@zolmaxnews
@richslate

Top Tweeters in G2:
@sectest9
@fatkiddeals
@hollyandherego
@loyalfan1
@givemepie360
@thefathippy_
@business
@livelovejelena
@fatilatuti
@marshacollier

Top Tweeters in G3:
@therealmjeed
@asmaajlan
@saleh_sg97
@_isalas_
@isa_almoawda
@simsima213
@sulimanaaa1
@kqo0
@swa7e
@rashasm

Top Tweeters in G4:
@supersoftknits
@longcreations7
@debsmagic21
@gonzo_30531
@area51dallas
@bethpaintings
@theesocialhour
@dollabeezy22
@vide_kerr
@fire_isis

Top Tweeters in G5:
@ye_ornay_
@brookeamberrr
@naomitheduck
@louminatti__
@samquisha
@loveejnb
@deionnez
@trappnhann
@_splashyzawn
@jannaahhh

Top Tweeters in G6:
@walmart
@rwang0
@phatzplace
@edysmol
@popsugar
@nfl
@starbucks
@ced1694
@att
@macys

Top Tweeters in G7:
@kimberlilarae
@teralex4
@klp1965
@thepittsmn
@derekmommy2012
@sastover1717
@jcjackso
@hollythomas61
@ashleymains3
@b1dina

Top Tweeters in G8:
@shamhardy
@connectikpeople
@btptechsearch
@abo7meeeeeed
@ozersozers
@michael_kunz
@ayyelon
@stevestonsocial
@leveraged1
@i_am_dono

Top Tweeters in G9:
@inc
@bellmanno82
@stojkovic_alex
@waynepdd
@aldo_zaffalon
@alangunzburg
@kingluis
@judyshapiro
@pandittushar
@joocarlosprado6

Top Tweeters in G10:
@lushcosmetics
@instyle
@sephora
@imanmth_
@ultabeauty
@qvc
@khloekardashian
@tendergreens
@wehokidd
@barenecessities


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