#WinnieSun, Twitter, 5/28/2020 11:39:41 AM, 228422


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#WinnieSun_2020-05-27_11-09-21.xlsx
#WinnieSun_2020-05-27_11-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 28, 2020
Short Description:
#WinnieSun via NodeXL https://bit.ly/2X6Xv3M
@winniesun
@jkatzaman
@jennykim
@carlarjenkins
@agorapulse
@jeffsheehan
@fuhsionmktg
@shama
@drjoyce_knudsen
@mompowerment

Top hashtags:
#winniesun
#tweetchat
#wednesdaywisdom
#coronavirus
#stockmarket
#lockdownlife

Description:
Description
The graph represents a network of 709 Twitter users whose tweets in the requested range contained "#WinnieSun", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 May 2020 at 18:10 UTC.

The requested start date was Wednesday, 27 May 2020 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 48-day, 2-hour, 20-minute period from Wednesday, 08 April 2020 at 19:04 UTC to Tuesday, 26 May 2020 at 21:25 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 : 709
Unique Edges : 909
Edges With Duplicates : 8537
Total Edges : 9446
Number of Edge Types : 5
Retweet : 1910
MentionsInRetweet : 2826
Mentions : 1760
Replies to : 1726
Tweet : 1224
Self-Loops : 1235
Reciprocated Vertex Pair Ratio : 0.153263403263403
Reciprocated Edge Ratio : 0.265790803436079
Connected Components : 13
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 688
Maximum Edges in a Connected Component : 9424
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.464499
Graph Density : 0.00394245097336106
Modularity : 0.124699
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 709 Twitter users whose tweets in the requested range contained "#WinnieSun", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 May 2020 at 18:10 UTC.

The requested start date was Wednesday, 27 May 2020 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 48-day, 2-hour, 20-minute period from Wednesday, 08 April 2020 at 19:04 UTC to Tuesday, 26 May 2020 at 21:25 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 : GraphServerTwitterSearch
Graph Term : #WinnieSun
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 Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.pscp.tv/w/cXXAwjE3OTY4NHwxeW9LTWF6VkV5ZEtR0MuuUmIOFb6VwWXWHl5dThSBOZ48_mpR8VLVhSPFNPk=
[5] https://twitter.com/winniesun/status/1260641796532690948
[4] https://twitter.com/winniesun/status/1263173029699432448
[4] https://twitter.com/winniesun/status/1263172032272961542
[4] https://twitter.com/winniesun/status/1263152796565516289
[4] https://twitter.com/winniesun/status/1260637577725558786
[4] https://twitter.com/winniesun/status/1260631149325570054
[3] https://twitter.com/winniesun/status/1263179178226130945
[3] https://twitter.com/winniesun/status/1263177262951804940
[3] https://twitter.com/winniesun/status/1263176254611750916

Top URLs in Tweet in G1:
[12] https://www.pscp.tv/w/cXXAwjE3OTY4NHwxeW9LTWF6VkV5ZEtR0MuuUmIOFb6VwWXWHl5dThSBOZ48_mpR8VLVhSPFNPk=
[1] https://www.pscp.tv/w/cZwvQDE3OTY4NHwxQmRHWVFFV3JuTUdYZ-J8vXCfiBWPA4gWThOg-O6ACHwfIfz-fC7qcHTfE2U=
[1] https://twitter.com/i/web/status/1247268198673559552
[1] https://twitter.com/i/web/status/927521859603660800
[1] https://twitter.com/i/web/status/1247964562403389440
[1] https://twitter.com/i/web/status/1247998897546391553
[1] https://twitter.com/i/web/status/1248348800965472257
[1] https://twitter.com/i/web/status/1249808831607181314
[1] https://twitter.com/i/web/status/1250192544450990082
[1] https://twitter.com/i/web/status/1250469335790800897

Top URLs in Tweet in G2:
[5] https://twitter.com/winniesun/status/1260641796532690948
[4] https://twitter.com/winniesun/status/1263172032272961542
[4] https://twitter.com/winniesun/status/1260637577725558786
[4] https://twitter.com/winniesun/status/1260631149325570054
[3] https://twitter.com/winniesun/status/1263152796565516289
[3] https://twitter.com/winniesun/status/1263176254611750916
[3] https://twitter.com/winniesun/status/1263177262951804940
[3] https://twitter.com/winniesun/status/1263179178226130945
[3] https://twitter.com/winniesun/status/1263173029699432448
[3] https://twitter.com/winniesun/status/1263175073130852355

Top URLs in Tweet in G3:
[2] https://twitter.com/mompowerment/status/1255565498554646529
[1] https://twitter.com/i/web/status/1247964442509357056
[1] https://twitter.com/i/web/status/1247965094467829760
[1] https://twitter.com/i/web/status/1250492119833284609
[1] https://twitter.com/i/web/status/1250492651385819138
[1] https://twitter.com/i/web/status/1250493589945188352
[1] https://twitter.com/i/web/status/1250494389308329984
[1] https://twitter.com/i/web/status/1250496306587500545
[1] https://twitter.com/i/web/status/1250498124365389825
[1] https://twitter.com/i/web/status/1253043622108450819

Top URLs in Tweet in G4:
[3] https://medium.com/datadriveninvestor/working-smart-is-not-so-hard-969fc1f1d0c9?source=friends_link&sk=2276bf36acd41fc285fcde729e42b94a
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.markgrowth.com%2Fgoing-live-opens-whole-new-universe-e9646cff18e0%3Fsource%3Dfriends_link%26sk%3D287ebd77f48ea15e0dffb98bb75c39ca
[2] https://medium.com/datadriveninvestor/take-control-of-your-financial-life-f858fa54f500?source=friends_link&sk=a887ffea28f51b8184a6b60afd518a16
[2] https://www.datadriveninvestor.com/2018/11/08/budget-better-to-build-bigger/
[2] https://www.datadriveninvestor.com/2019/01/21/sales-funnels-aim-for-buys-not-sales/
[2] http://viralcontentbee.com/index.php/finance-and-social-media-with-winniesun-sungroupwp-vcbuzz/
[1] https://medium.com/datadriveninvestor/student-loan-payments-are-not-a-career-choice-7b84214acd7e?source=friends_link&sk=1ae09e63e2aca0293fd619c5a913418d
[1] https://twitter.com/i/web/status/1246135378605563904
[1] https://twitter.com/i/web/status/1249064677239390213
[1] https://medium.com/datadriveninvestor/disruptors-power-wash-mold-from-business-255e585e9a49?source=friends_link&sk=221c89a04abe14ce66ca1b6d5dd1e5de

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1253026047194431489
[1] https://twitter.com/i/web/status/1253026904153690114
[1] https://twitter.com/i/web/status/1253027387853410304
[1] https://twitter.com/i/web/status/1247965484026396672
[1] https://twitter.com/i/web/status/1248252438332805121
[1] https://twitter.com/i/web/status/1248237242071552000
[1] https://twitter.com/i/web/status/1247964594003480576
[1] https://twitter.com/i/web/status/1247964037679366146
[1] https://twitter.com/i/web/status/1247964891341824002
[1] https://twitter.com/i/web/status/1247965155973005313

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1255559080900349953
[1] https://twitter.com/i/web/status/1253024278393450496
[1] https://twitter.com/i/web/status/1255561354989039616
[1] https://twitter.com/i/web/status/1263148771061444613

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1250494587237326848

Top URLs in Tweet in G8:
[1] https://twitter.com/winniesun/status/1258167872347504643/photo/1

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1253320176826810368
[1] https://twitter.com/i/web/status/1253041466051624960
[1] https://twitter.com/i/web/status/1253406389910884353
[1] https://twitter.com/i/web/status/1253420843729686529
[1] https://twitter.com/i/web/status/1254769366047928322

Top Domains
Top Domains in Tweet in Entire Graph:
[1205] twitter.com
[35] pscp.tv
[13] medium.com
[9] datadriveninvestor.com
[7] iconohash.com
[4] navicoresolutions.org
[3] getcloudapp.com
[2] youtube.com
[2] paper.li
[2] 20minutesinlockdown.com

Top Domains in Tweet in G1:
[296] twitter.com
[26] pscp.tv
[1] fiverr.com
[1] freelancer.com
[1] facebook.com
[1] carlarjenkins.com
[1] cnbc.com
[1] youtube.com
[1] on24.com
[1] gofundme.com

Top Domains in Tweet in G2:
[766] twitter.com
[9] pscp.tv
[7] iconohash.com
[4] navicoresolutions.org
[2] 20minutesinlockdown.com
[2] getcloudapp.com
[1] scottmonty.com
[1] beautiesltd.com
[1] carpediemwithjasmine.com
[1] thriveglobal.com

Top Domains in Tweet in G3:
[101] twitter.com
[1] getcloudapp.com

Top Domains in Tweet in G4:
[13] medium.com
[10] twitter.com
[9] datadriveninvestor.com
[2] viralcontentbee.com

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

Top Domains in Tweet in G6:
[4] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

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

Top Domains in Tweet in G10:
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3088] winniesun
[394] tweetchat
[181] wednesdaywisdom
[72] coronavirus
[43] stockmarket
[41] lockdownlife
[31] financialadvisor
[27] federalrelief
[27] askwinnie
[22] covid19



Top Hashtags in Tweet in G1:
[1072] winniesun
[199] tweetchat
[80] wednesdaywisdom
[46] coronavirus
[29] stockmarket
[27] lockdownlife
[20] financialadvisor
[18] federalrelief
[17] askwinnie
[15] livestream

Top Hashtags in Tweet in G2:
[1699] winniesun
[164] tweetchat
[91] wednesdaywisdom
[20] coronavirus
[14] covid19
[12] socialmedia
[11] twittersmarter
[10] worklifebalance
[9] stockmarket
[9] lockdownlife

Top Hashtags in Tweet in G3:
[189] winniesun
[13] tweetchat
[6] covid19
[4] wednesdaywisdom
[2] womenofinfluence
[2] coronavirus
[2] federalrelief
[2] remotework
[2] wfh
[2] happiness

Top Hashtags in Tweet in G4:
[22] winniesun
[7] marketing
[6] entrepreneurship
[3] money
[2] finance
[2] vcbuzz
[1] socialmedia
[1] leadership
[1] remoteworking

Top Hashtags in Tweet in G5:
[24] winniesun
[2] coronavirus
[2] stockmarket
[2] lockdownlife
[2] womenworldwide
[1] somegoodnews
[1] tweetchat

Top Hashtags in Tweet in G6:
[20] winniesun
[10] tweetchat
[10] twittersmarter
[10] smechat
[10] cmworld
[10] tacochat
[10] adweekchat
[9] bizapaloozachat
[7] agencychat
[2] wednesdaywisdom

Top Hashtags in Tweet in G7:
[1] winniesun

Top Hashtags in Tweet in G8:
[5] winniesun
[1] coronavirus
[1] stockmarket
[1] lockdownlife
[1] travel
[1] livestream
[1] askwinnie

Top Hashtags in Tweet in G9:
[26] winniesun
[7] tweetchat
[3] wednesdaywisdom
[2] financialadvisor
[1] federalrelief
[1] may4th
[1] mondaymotivation
[1] wednesday
[1] askwinnie
[1] coronavirus

Top Hashtags in Tweet in G10:
[8] winniesun
[1] mcrrt
[1] tscorrupted
[1] brainwarfare
[1] selfreg
[1] thismatters
[1] uniteandconquer
[1] dontrushchallenge
[1] sauceitup
[1] empowher

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[969] #winniesun
[510] winniesun
[199] #tweetchat
[138] live
[137] thank
[131] today
[103] #winniesunâ
[98] market
[98] time
[96] much

Top Words in Tweet in G2:
[1693] #winniesun
[1373] winniesun
[228] time
[212] great
[209] more
[167] mompowerment
[164] #tweetchat
[161] much
[149] chat
[148] today

Top Words in Tweet in G3:
[311] winniesun
[188] #winniesun
[48] time
[48] more
[38] great
[37] a4
[36] a8
[36] askwhatnext
[34] need
[34] mompowerment

Top Words in Tweet in G4:
[22] #winniesun
[18] featuring
[16] sungroupwp
[15] winniesun
[14] dd_invest
[7] #marketing
[6] #entrepreneurship
[6] practice
[6] jkatzaman
[5] way

Top Words in Tweet in G5:
[24] #winniesun
[21] winniesun
[14] shama
[10] dbreakenridge
[7] team
[6] today
[5] chat
[5] money
[5] market
[5] people

Top Words in Tweet in G6:
[20] #winniesun
[16] agorapulse
[10] #tweetchat
[10] #twittersmarter
[10] #smechat
[10] #cmworld
[10] #tacochat
[10] #adweekchat
[9] shoutout
[9] #bizapaloozachat

Top Words in Tweet in G7:
[4] winniesun
[3] appreciate
[2] adventureglass
[2] joedmarti
[2] adobe
[2] kathleenhessert
[2] tfftafrica
[2] esabellakarena
[2] jeremycowart
[2] usafacts

Top Words in Tweet in G8:
[12] winniesun
[8] travel
[8] bethany
[8] walsh
[8] bougiemiles
[8] mark
[8] ostermann
[8] macosty1038
[8] managing
[7] live

Top Words in Tweet in G9:
[50] winniesun
[26] #winniesun
[11] market
[11] live
[10] update
[7] #tweetchat
[6] money
[5] going
[5] rdalehall
[5] managing

Top Words in Tweet in G10:
[8] #winniesun
[7] kindness
[7] gangster
[6] very
[2] ont_ombudsman
[2] lapd9
[2] skulls
[2] crossbones
[2] winniesun
[2] chat

Top Word Pairs
Top Word Pairs in Tweet in G2:
[194] #winniesun,#tweetchat
[82] fact,#winniesun
[79] winniesun,#winniesun
[77] winniesun,fact
[57] #tweetchat,#wednesdaywisdom
[55] market,update
[46] social,media
[34] winniesun,a1
[33] #winniesun,live
[30] #winniesun,chat

Top Word Pairs in Tweet in G3:
[149] winniesun,a4
[64] winniesun,a8
[63] winniesun,a6
[63] bemovingforward,winniesun
[57] #winniesun,#tweetchat
[44] winniesun,a5
[42] winniesun,a7
[40] evanwyk_,winniesun
[37] winniesun,a10
[37] winniesun,a3

Top Word Pairs in Tweet in G4:
[21] #winniesun,featuring
[16] winniesun,sungroupwp
[14] sungroupwp,dd_invest
[13] #marketing,#winniesun
[12] #entrepreneurship,#winniesun
[12] practice,practice
[12] #money,#winniesun
[12] best,way
[11] very,important
[10] important,know

Top Word Pairs in Tweet in G5:
[18] winniesun,shama
[14] b2the7,winniesun
[13] dbreakenridge,shama
[7] shama,thank
[5] winniesun,giphy
[4] winniesun,wow
[3] wow,such
[3] such,beneficial
[3] beneficial,chat
[3] chat,huge

Top Word Pairs in Tweet in G6:
[6] #twittersmarter,#smechat
[3] #smechat,#winniesun
[3] #winniesun,#cmworld
[3] #cmworld,#tacochat
[2] shoutout,#twittersmarter
[2] #tacochat,#bizapaloozachat
[2] #bizapaloozachat,#adweekchat
[2] #adweekchat,#tweetchat
[2] agorapulse,shoutout
[2] #tweetchat,inspirat

Top Word Pairs in Tweet in G7:
[10] winniesun,adventureglass
[10] adventureglass,joedmarti
[10] winniesun,kathleenhessert
[10] kathleenhessert,tfftafrica
[9] tfftafrica,esabellakarena
[9] esabellakarena,jeremycowart
[9] jeremycowart,usafacts
[9] usafacts,thank
[7] thank,kathleen
[7] kathleen,appreciate

Top Word Pairs in Tweet in G8:
[2] bethany,walsh
[2] walsh,bougiemiles
[2] bougiemiles,mark
[2] mark,ostermann
[2] ostermann,macosty1038
[2] macosty1038,managing
[2] #winniesun,live
[2] market,update
[2] winniesun,travel
[2] travel,going

Top Word Pairs in Tweet in G9:
[8] winniesun,#winniesun
[8] market,update
[8] #winniesun,#tweetchat
[8] update,going
[8] going,live
[8] #winniesun,market
[5] live,rdalehall
[5] rdalehall,managing
[4] managing,director
[4] director,research

Top Word Pairs in Tweet in G10:
[12] kindness,very
[10] very,gangster
[7] gangster,#winniesun
[5] ont_ombudsman,lapd9
[5] skulls,crossbones
[5] winniesun,kindness
[5] gangster,chat
[5] chat,wednesday
[5] wednesday,friends
[5] friends,#winniesun

Top Replied-To
Top Replied-To in Entire Graph:
@winniesun
@mompowerment
@ldrbrnd
@askwhatnext
@fuhsionmktg
@lonedaisymedia
@navicorepr
@evanwyk_
@adventureglass
@zenyinger

Top Replied-To in G1:
@navicorepr
@ldrbrnd
@mompowerment
@askwhatnext
@fuhsionmktg
@carlarjenkins
@lonedaisymedia
@winniesun
@b2the7
@southbaysome

Top Replied-To in G2:
@winniesun
@mompowerment
@ldrbrnd
@askwhatnext
@evanwyk_
@lonedaisymedia
@fuhsionmktg
@robynstevenspr
@zenyinger
@annsikrol

Top Replied-To in G3:
@winniesun
@mompowerment
@cardozagab
@southbaysome
@lonedaisymedia
@ebonyajohnson
@askwhatnext
@bemovingforward
@scottmonty
@richard_sink

Top Replied-To in G5:
@winniesun
@b2the7
@dbreakenridge
@leodeparamo
@bemovingforward
@ldrbrnd
@annsikrol
@musolek

Top Replied-To in G6:
@cardozagab
@b2the7

Top Replied-To in G7:
@winniesun

Top Replied-To in G10:
@ont_ombudsman
@kathyhubbard6
@branch139

Top Mentioned
Top Mentioned in Entire Graph:
@winniesun
@mompowerment
@ldrbrnd
@askwhatnext
@carlarjenkins
@zenyinger
@adventureglass
@bemovingforward
@lonedaisymedia
@paulhaury

Top Mentioned in G1:
@winniesun
@mompowerment
@ldrbrnd
@askwhatnext
@adventureglass
@robynstevenspr
@carlarjenkins
@modernmom
@paulhaury
@zenyinger

Top Mentioned in G2:
@winniesun
@mompowerment
@ldrbrnd
@askwhatnext
@zenyinger
@carlarjenkins
@bemovingforward
@scottmonty
@petershankman
@adventureglass

Top Mentioned in G3:
@winniesun
@askwhatnext
@lonedaisymedia
@mompowerment
@bemovingforward
@evanwyk_
@carlarjenkins
@adventureglass
@drgailsaltz
@paulhaury

Top Mentioned in G4:
@sungroupwp
@winniesun
@dd_invest
@jkatzaman
@notokthatsok
@heatherheuman
@experian
@anthonycopeman
@delshawnhayes
@themrspedersen

Top Mentioned in G5:
@winniesun
@shama
@dbreakenridge
@southbaysome
@giphy
@trello
@basecamp
@slackhq
@notionhq
@superhuman

Top Mentioned in G6:
@agorapulse
@debmitchell
@deb_mitchell
@ramhadji
@winniesun
@oksuzistrategy

Top Mentioned in G7:
@winniesun
@adventureglass
@joedmarti
@adobe
@kathleenhessert
@tfftafrica
@esabellakarena
@jeremycowart
@usafacts
@petershankman

Top Mentioned in G8:
@winniesun
@bougiemiles
@macosty1038
@mile
@digitaltrends
@soledadobrien

Top Mentioned in G9:
@winniesun
@rdalehall
@soactuaries
@askdocg
@askwhatnext
@kdhungerford
@darla_mercado
@soledadobrien
@paulhaury

Top Mentioned in G10:
@lapd9
@winniesun
@opmginc

Top Tweeters
Top Tweeters in Entire Graph:
@ajaypandey__
@cybersec_feeds
@sudeepkhatri
@john_siracusa
@flipthescript8
@askamex
@cipherequality
@walmart
@mdjacksondallas
@fettkeven

Top Tweeters in G1:
@ajaypandey__
@flipthescript8
@cipherequality
@mdjacksondallas
@tamtamsworld
@artallks
@toniradjali
@nomoreslaves
@ruthsorbello
@jpc268

Top Tweeters in G2:
@cybersec_feeds
@john_siracusa
@askamex
@walmart
@fettkeven
@torillo59
@trippbraden
@akwyz
@cnbc
@politico

Top Tweeters in G3:
@jennykim
@wholefoods
@charlesmccool
@citywire
@zerovacancygal
@monty4x4
@markc_avgi
@jackieyuntweets
@hulu
@lego_group

Top Tweeters in G4:
@marshacollier
@lilachbullock
@iro
@garyvee
@jkatzaman
@bryankramer
@dorieclark
@marketingeyeaus
@expwriters
@amandaabella

Top Tweeters in G5:
@slackhq
@aritumijo
@basecamp
@blondepreneur
@dbreakenridge
@giphy
@trello
@notionhq
@musolek
@shama

Top Tweeters in G6:
@bizapalooza
@agorapulse
@vivektweetsso
@ramhadji
@kofigramm
@mili_m3011
@ram_hadji
@draseum
@blueprintuganda
@pkanyerezi

Top Tweeters in G7:
@adobe
@hollychessman
@adobeexpcloud
@kathleenhessert
@jeremycowart
@esabellakarena
@markboothe
@tfftafrica
@usafacts
@lanamcgilvray

Top Tweeters in G8:
@exploreamadeus
@reviewresorts
@abidgangatpr
@milestomemories
@mile
@bougiemiles
@macosty1038
@shawncoomerlas

Top Tweeters in G9:
@sudeepkhatri
@tw2cayc
@zico09
@party_eagle
@soactuaries
@rdalehall
@get_patrick

Top Tweeters in G10:
@ont_ombudsman
@thebossofstress
@lapd9
@kathyhubbard6
@branch139
@opmginc