#SMProfs, Twitter, 8/14/2019 1:56:23 PM, 206755


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#SMProfs_2019-08-14_05-15-27.xlsx
#SMProfs_2019-08-14_05-15-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2019
Short Description:
#SMProfs via NodeXL http://bit.ly/2YOu49f
@kfreberg
@melsenheimer
@kimfoxwosu
@lawscomm
@smr_foundation
@smprofessors
@moreleo
@nodexl
@prsaeducators
@aejmc

Top hashtags:
#smprofs
#prprofs
#aejmc19
#socialmedia
#smsports
#smprof
#frebergpr
#canneslions

Description:
Description
The graph represents a network of 300 Twitter users whose tweets in the requested range contained "#SMProfs", 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 12:15 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 73-day, 11-hour, 9-minute period from Saturday, 01 June 2019 at 11:58 UTC to Tuesday, 13 August 2019 at 23:07 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 : 300
Unique Edges : 400
Edges With Duplicates : 469
Total Edges : 869
Number of Edge Types : 3
Mentions : 592
Replies to : 15
Tweet : 262
Self-Loops : 262
Reciprocated Vertex Pair Ratio : 0.0674418604651163
Reciprocated Edge Ratio : 0.12636165577342
Connected Components : 15
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 271
Maximum Edges in a Connected Component : 834
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.892738
Graph Density : 0.00511705685618729
Modularity : 0.391396
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://blog.hootsuite.com/facebook-cover-photos/
[5] https://www.cnbc.com/2019/07/19/what-instagram-hiding-likes-means-for-influencer-marketing.html
[5] https://www.inc.com/tommy-mello/linkedin-ceo-says-theres-1-professional-skill-you-should-pick-up-to-boost-your-resume-it-has-nothing-to-do-with-tech.html
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205917
[4] https://twitter.com/iamhiralrana/status/1153979547986980866
[3] https://twitter.com/nodexl/status/1158962661524029441
[3] https://blog.hootsuite.com/a-6-step-guide-for-creating-an-employee-advocacy-program-for-your-business/
[3] https://blog.hootsuite.com/instagram-tools/
[3] https://blog.hootsuite.com/instagram-aesthetic/
[3] https://www.socialmediatoday.com/news/instagrams-test-of-removing-like-counts-is-being-expanded-to-more-regions/559005/

Top URLs in Tweet in G1:
[11] https://blog.hootsuite.com/facebook-cover-photos/
[4] https://www.inc.com/tommy-mello/linkedin-ceo-says-theres-1-professional-skill-you-should-pick-up-to-boost-your-resume-it-has-nothing-to-do-with-tech.html
[3] https://blog.hootsuite.com/a-6-step-guide-for-creating-an-employee-advocacy-program-for-your-business/
[3] https://blog.hootsuite.com/instagram-takeover/
[3] https://www.socialmediatoday.com/news/new-report-looks-at-best-times-to-post-on-the-major-social-platforms-in-201/557530/
[3] https://thenextweb.com/tech/2019/07/15/study-influencers-cant-even-influence-anymore/
[3] https://www.prdaily.com/nifty-tools-to-record-a-podcast-interview-remotely/
[3] https://www.socialmediatoday.com/news/instagrams-test-of-removing-like-counts-is-being-expanded-to-more-regions/559005/
[3] https://blog.hootsuite.com/instagram-aesthetic/
[3] https://www.cnbc.com/2019/07/19/what-instagram-hiding-likes-means-for-influencer-marketing.html

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205917
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205173
[2] https://twitter.com/nodexl/status/1158962661524029441
[2] https://twitter.com/issuu/status/1141329831864537092
[2] https://www.journalism.co.uk/news/social-media-in-the-middle-east-five-trends-journalists-need-to-know-about/s2/a737424/?utm_source=Online
[2] News
[2] Association
[2] List&utm_campaign=bf1f153809-ONA_Weekly_254&utm_medium=email&utm_term=0_53b827990a-bf1f153809-225805949
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205995
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205513

Top URLs in Tweet in G3:
[1] https://paper.li/melsenheimer/1523900931?edition_id=193888e0-bdb0-11e9-b09a-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=cceed1f0-9fd3-11e9-a746-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=211f2a30-aad4-11e9-b09a-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=9e5576a0-ad2f-11e9-b09a-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=c92c5050-adf8-11e9-b09a-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=0bfcdc00-aec2-11e9-b09a-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=a0321750-a878-11e9-b09a-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=ff6e3bc0-aa0a-11e9-b09a-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=748964c0-b11d-11e9-b09a-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=4c582b00-a22f-11e9-a746-0cc47a0d1605

Top URLs in Tweet in G4:
[1] https://paper.li/lawscomm/1326842994?edition_id=5ee56610-b22f-11e9-a59d-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=42331980-86f7-11e9-b260-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=b713b3c0-aa53-11e9-a59d-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=09fb02b0-b09d-11e9-a59d-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=626f8120-a8c1-11e9-a59d-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=1208d670-8f9c-11e9-b260-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=7694cdf0-9a9c-11e9-b260-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=e2ef6bc0-a665-11e9-a59d-0cc47a0d1609

Top URLs in Tweet in G5:
[1] https://twitter.com/iamhiralrana/status/1153979547986980866
[1] https://blog.hootsuite.com/how-to-make-money-on-youtube/
[1] https://twitter.com/mjkushin/status/1161372652310802435
[1] http://mattkushin.com/2019/06/17/im-writing-a-book-and-i-need-your-help-with-the-title/
[1] https://twitter.com/i/web/status/1148299532561727491
[1] http://mattkushin.com/2019/08/06/join-me-at-the-stukent-digital-marketing-summit-friday-august-16/
[1] https://www.instagram.com/bradhamann/
[1] https://twitter.com/i/web/status/1161372652310802435
[1] https://journals.sagepub.com/doi/10.1177/2056305119847516
[1] https://twitter.com/i/web/status/1161374446692646914

Top URLs in Tweet in G6:
[1] https://twitter.com/SMS_summit/status/1133841228854910976
[1] https://twitter.com/wvuimc/status/1134890793758539782
[1] https://www.buildandinspire.com/the-fyre-festival-does-not-represent-influencer-marketing/
[1] https://www.buildandinspire.com/utilizing-audio-feedback-in-the-classroom/
[1] https://twitter.com/i/web/status/1154890136196399105
[1] https://www.facebook.com/ads/library/
[1] https://twitter.com/i/web/status/1155825046490947586
[1] https://twitter.com/i/web/status/1156268232787091456
[1] https://twitter.com/kfreberg/status/1141335940339814400
[1] https://twitter.com/kfreberg/status/1142873897974534145

Top URLs in Tweet in G8:
[1] https://www.inc.com/tommy-mello/linkedin-ceo-says-theres-1-professional-skill-you-should-pick-up-to-boost-your-resume-it-has-nothing-to-do-with-tech.html
[1] https://www.socialmediatoday.com/news/twitter-announces-full-rollout-of-the-platforms-new-desktop-experience/558788/
[1] https://twitter.com/i/web/status/1151295518573830144
[1] https://twitter.com/i/web/status/1147943370788102145
[1] https://twitter.com/i/web/status/1151500400949964800
[1] https://twitter.com/franceintheus/status/1151238052108521472
[1] https://twitter.com/i/web/status/1154407433374240775
[1] https://twitter.com/i/web/status/1161270784163287042

Top URLs in Tweet in G9:
[1] https://paper.li/rsmerk02/1333298165?edition_id=2f36cf10-aae3-11e9-88a5-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=5a6c0de0-a6f5-11e9-88a5-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=9103c900-a7be-11e9-88a5-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=b03e6040-a887-11e9-88a5-0cc47a0d164b

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1161381336357191681
[1] https://www.socialmediatoday.com/news/mary-meekers-annual-tech-report-outlines-coming-shifts-in-social-media-and/556664/
[1] https://www.cnet.com/news/snapchat-spectacles-3-are-here-to-capture-your-summer-in-3d-hd/#ftag=COS-05-10aaa0j
[1] https://www.youtube.com/watch?v=qXTJ79zA65M&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[126] twitter.com
[59] hootsuite.com
[54] socialmediatoday.com
[41] digiday.com
[27] paper.li
[11] sproutsocial.com
[10] nodexlgraphgallery.org
[6] karenfreberg.com
[5] prdaily.com
[5] cnbc.com

Top Domains in Tweet in G1:
[67] twitter.com
[56] hootsuite.com
[49] socialmediatoday.com
[41] digiday.com
[11] sproutsocial.com
[6] karenfreberg.com
[5] prdaily.com
[4] inc.com
[4] buffer.com
[3] forbes.com

Top Domains in Tweet in G2:
[25] twitter.com
[9] nodexlgraphgallery.org
[2] nytimes.com
[2] co.uk
[1] apnews.com
[1] com.au
[1] rt.com
[1] contently.net
[1] escholarship.org
[1] socialmediatoday.com

Top Domains in Tweet in G3:
[14] paper.li

Top Domains in Tweet in G4:
[8] paper.li

Top Domains in Tweet in G5:
[12] twitter.com
[2] mattkushin.com
[1] hootsuite.com
[1] instagram.com
[1] sagepub.com
[1] cnbc.com

Top Domains in Tweet in G6:
[11] twitter.com
[3] buildandinspire.com
[1] facebook.com

Top Domains in Tweet in G8:
[6] twitter.com
[1] inc.com
[1] socialmediatoday.com

Top Domains in Tweet in G9:
[4] paper.li

Top Domains in Tweet in G10:
[1] twitter.com
[1] socialmediatoday.com
[1] cnet.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[500] smprofs
[297] prprofs
[49] aejmc19
[31] socialmedia
[24] smsports
[18] smprof
[11] frebergpr
[8] canneslions
[8] socialmediamarketing
[7] educatorssummit



Top Hashtags in Tweet in G1:
[343] smprofs
[229] prprofs
[20] smsports
[19] aejmc19
[10] frebergpr
[6] educatorssummit
[5] canneslions
[4] canneslionseducator
[3] nationalbestfriendsday
[2] sm

Top Hashtags in Tweet in G2:
[52] smprofs
[30] prprofs
[28] aejmc19
[16] socialmedia
[6] research
[6] academictwitter
[5] data
[4] toronto
[4] wjecparis
[3] gender

Top Hashtags in Tweet in G3:
[14] smprofs
[12] prprofs
[1] joinallofus
[1] cybersecurity

Top Hashtags in Tweet in G4:
[8] smprofs
[4] prprofs
[1] businesscontinuity
[1] marketing
[1] ai
[1] ebola

Top Hashtags in Tweet in G5:
[29] smprofs
[9] prprofs
[2] aejmc19
[2] canneslions
[1] edu
[1] edtech
[1] professorslife
[1] stukentds19
[1] teach
[1] socialmediaedu

Top Hashtags in Tweet in G6:
[19] smprofs
[18] smprof
[8] socialmedia
[7] socialmediamarketing
[6] integrate19
[4] blessed
[4] influencermarketing
[3] podcaster
[3] podcasting
[3] podcast

Top Hashtags in Tweet in G7:
[4] easupersaturday
[2] smprofs
[1] canneslions
[1] prprofs
[1] prsaicon

Top Hashtags in Tweet in G8:
[4] smprofs
[1] nacte
[1] education
[1] learning
[1] careerteched
[1] learn4life
[1] ideas
[1] prprofs
[1] digmarung
[1] smjobs

Top Hashtags in Tweet in G9:
[4] prprofs
[4] smprofs

Top Hashtags in Tweet in G10:
[7] teacha19
[7] smprofs
[2] journalism
[2] pr
[2] socialmedia
[1] educators
[1] highered
[1] prprofs
[1] alwaysbetesting
[1] vr

Top Words
Top Words in Tweet in Entire Graph:
[421] Words in Sentiment List#1: Positive
[69] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9440] Non-categorized Words
[9930] Total Words
[500] #smprofs
[297] #prprofs
[144] kfreberg
[143] ðÿ
[126] social

Top Words in Tweet in G1:
[343] #smprofs
[229] #prprofs
[98] ðÿ
[98] kfreberg
[92] social
[78] media
[46] facebook
[44] new
[40] instagram
[31] marketing

Top Words in Tweet in G2:
[52] #smprofs
[30] #prprofs
[28] #aejmc19
[20] aejmc
[16] #socialmedia
[15] kimfoxwosu
[15] kfreberg
[13] research
[12] aejmc_prd
[11] t

Top Words in Tweet in G3:
[14] latest
[14] midwest
[14] resilience
[14] daily
[14] thanks
[14] #smprofs
[12] #prprofs
[3] kfreberg
[3] kerwood
[3] protiviti

Top Words in Tweet in G4:
[8] latest
[8] emergency
[8] management
[8] times
[8] thanks
[8] #smprofs
[4] ernestma
[4] #prprofs
[2] wildfirediva
[2] wltx

Top Words in Tweet in G5:
[29] #smprofs
[22] ðÿ
[16] social
[15] media
[12] kfreberg
[12] book
[9] #prprofs
[8] teaching
[6] s
[6] mjkushin

Top Words in Tweet in G6:
[19] #smprofs
[18] #smprof
[17] ðÿ
[9] moreleo
[8] kfreberg
[8] #socialmedia
[7] #socialmediamarketing
[6] s
[6] thank
[6] #integrate19

Top Words in Tweet in G7:
[4] #easupersaturday
[4] panel
[4] announcement
[4] nicole
[4] pressgangmel
[4] ldlow
[4] kstansberry
[4] draw
[4] research
[4] teaching

Top Words in Tweet in G8:
[4] #smprofs
[2] job

Top Words in Tweet in G9:
[4] latest
[4] ralph
[4] merkel
[4] daily
[4] #prprofs
[4] #smprofs
[3] thanks

Top Words in Tweet in G10:
[7] #teacha19
[7] #smprofs
[4] poynter
[4] teaching
[4] webjournalist
[3] hacking
[3] media
[3] students
[3] new
[3] digital

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[267] #smprofs,#prprofs
[107] social,media
[70] ðÿ,ðÿ
[31] fyi,#smprofs
[28] hootsuite,#smprofs
[25] #prprofs,#smprofs
[25] make,sure
[24] check,out
[23] ðÿ,#smprofs
[19] sure,check

Top Word Pairs in Tweet in G1:
[222] #smprofs,#prprofs
[78] social,media
[49] ðÿ,ðÿ
[29] fyi,#smprofs
[28] hootsuite,#smprofs
[18] ðÿ,#smprofs
[16] make,sure
[15] influencer,marketing
[14] #smprofs,#smsports
[14] check,out

Top Word Pairs in Tweet in G2:
[24] #smprofs,#prprofs
[6] ig,stories
[5] check,out
[5] hello,#academictwitter
[5] #academictwitter,#smprofs
[5] #prprofs,working
[5] working,research
[5] research,involving
[5] involving,ig
[5] stories,suggestions

Top Word Pairs in Tweet in G3:
[14] latest,midwest
[14] midwest,resilience
[14] resilience,daily
[14] daily,thanks
[6] #prprofs,#smprofs
[6] #smprofs,#prprofs
[2] thanks,kfreberg
[2] thanks,protiviti

Top Word Pairs in Tweet in G4:
[8] latest,emergency
[8] emergency,management
[8] management,times
[8] times,thanks
[2] #prprofs,#smprofs
[2] #smprofs,#prprofs

Top Word Pairs in Tweet in G5:
[15] social,media
[14] ðÿ,ðÿ
[8] teaching,social
[7] book,teaching
[6] forthcoming,book
[5] make,sure
[5] check,out
[4] #smprofs,#prprofs
[4] #prprofs,#smprofs
[3] sure,check

Top Word Pairs in Tweet in G6:
[9] #smprofs,#smprof
[8] #smprof,#smprofs
[5] ðÿ,ðÿ
[4] thank,wvuimc
[4] wvuimc,honor
[4] honor,speaking
[4] speaking,#integrate19
[4] #integrate19,everyone
[4] everyone,came
[4] came,out

Top Word Pairs in Tweet in G7:
[4] #easupersaturday,panel
[4] panel,announcement
[4] announcement,nicole
[4] nicole,pressgangmel
[4] pressgangmel,ldlow
[4] ldlow,kstansberry
[4] kstansberry,draw
[4] draw,research
[4] research,teaching
[3] prsaeducators,#easupersaturday

Top Word Pairs in Tweet in G9:
[4] latest,ralph
[4] ralph,merkel
[4] merkel,daily
[3] daily,thanks
[3] #prprofs,#smprofs

Top Word Pairs in Tweet in G10:
[2] 4,snapshot
[2] snapshot,assignments
[2] assignments,professors
[2] professors,teaching
[2] teaching,social
[2] social,media
[2] media,#journalism
[2] #journalism,#pr
[2] #pr,#teacha19
[2] #teacha19,leave

Top Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@mjkushin
@magicalpr
@thedrofpr
@el_venter
@itskac
@burgerking
@hassanmirza
@scottcowley
@ericstoller

Top Replied-To in G1:
@mjkushin
@ericstoller
@scottcowley
@hassanmirza
@burgerking
@itskac
@el_venter
@thedrofpr
@magicalpr

Top Replied-To in G2:
@anthonyadornato
@scrippshowardfd

Top Replied-To in G5:
@kfreberg
@karinejoly

Top Replied-To in G6:
@kfreberg

Top Mentioned
Top Mentioned in Entire Graph:
@kfreberg
@hootsuite
@moreleo
@facebook
@kimfoxwosu
@aejmc
@aejmc_prd
@sagemedia_comm
@mjkushin
@smprofessors

Top Mentioned in G1:
@kfreberg
@hootsuite
@facebook
@sagemedia_comm
@moreleo
@adidas
@digiday
@buildinspire
@mjkushin
@cannes_lions

Top Mentioned in G2:
@kimfoxwosu
@kfreberg
@aejmc
@aejmc_prd
@anthonyadornato
@aejmc_nond
@routledge_mandc
@amandajweed
@wjecparis
@wcpo

Top Mentioned in G3:
@kfreberg
@kerwood
@protiviti
@bcpamn
@richkleincrisis
@hslibrary
@bernsteincrisis
@emergencyemail
@thebceye
@continuitymag

Top Mentioned in G4:
@ernestma
@wildfirediva
@wltx
@aaco_oem
@nvfc
@wilmingtondegov
@heatherleson
@fidget02
@bemoprepared
@muster_point

Top Mentioned in G5:
@kfreberg
@mjkushin
@smprofessors
@amazon
@guygolan
@itaih
@cc_chapman
@stukentapp
@facebook
@sxswedu

Top Mentioned in G6:
@moreleo
@kfreberg
@wvuimc
@buildinspire
@itskac
@wvutoday
@wvusel
@stukentapp
@j1berger
@mjkushin

Top Mentioned in G7:
@nicole
@pressgangmel
@ldlow
@kstansberry
@prsaeducators
@smprofessors

Top Mentioned in G9:
@shelbybrown91
@ruralj
@jasonrileywdrb
@christopherotts
@dick_nixon
@oliviakrauth

Top Mentioned in G10:
@poynter
@webjournalist
@jana_duckett
@atompkins

Top Tweeters
Top Tweeters in Entire Graph:
@wltx
@nytimes
@tweetinggoddess
@entwistletx
@wcpo
@wsj
@ap
@fastcompany
@forbes
@nbcnews

Top Tweeters in G1:
@tweetinggoddess
@wsj
@forbes
@usatodaysports
@garyvee
@chrisstrub
@technolibrary
@headpointer
@amithpanchal
@digiday

Top Tweeters in G2:
@nytimes
@wcpo
@ap
@fastcompany
@nbcnews
@ckaratnytsky
@jeremyhl
@kimfoxwosu
@vivianfrancos
@drbillasu

Top Tweeters in G3:
@bryanstrawser
@alert_monitor
@kerwood
@daviatemin
@philaoem
@emergencyemail
@protiviti
@emergencymgtmag
@strategicguy
@bernsteincrisis

Top Tweeters in G4:
@wltx
@wildfirediva
@ernestma
@lawscomm
@news12li
@heatherleson
@fidget02
@gadeptoftrans
@adams
@nysdhses

Top Tweeters in G5:
@cc_chapman
@gilrogers
@amazon
@karinejoly
@mdotus
@guygolan
@eolsencreative
@e_moriuchi
@meojobs
@ginaluttrell

Top Tweeters in G6:
@bloggersatwork
@itskac
@bestfiverrdeal
@jordynelee
@mtietbohl
@wvutoday
@wvusel
@wvuimc
@j1berger
@moreleo

Top Tweeters in G7:
@nicole
@ldlow
@mpearson07
@kstansberry
@prsaeducators
@hkoverton
@pressgangmel
@prssachampions

Top Tweeters in G8:
@entwistletx
@drjenbennett
@indritvucaj
@josieahlquist
@phil_arceneaux
@deirdretm
@digmaratung
@bla

Top Tweeters in G9:
@dick_nixon
@jasonrileywdrb
@oliviakrauth
@christopherotts
@rsmerk02
@ruralj
@shelbybrown91

Top Tweeters in G10:
@webjournalist
@poynter
@tamaradela
@atompkins
@aejmcspig
@jana_duckett