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#19NTC_2019-03-14_12-44-45.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
March 14, 2019
Description:
Description
The graph represents a network of 1,180 Twitter users whose recent tweets contained "#19NTC", 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, 14 March 2019 at 20:09 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 54-minute period from Tuesday, 05 March 2019 at 07:53 UTC to Thursday, 14 March 2019 at 19:48 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 : 1180
Unique Edges : 2541
Edges With Duplicates : 2432
Total Edges : 4973
Self-Loops : 1027
Reciprocated Vertex Pair Ratio : 0.120769230769231
Reciprocated Edge Ratio : 0.215511324639671
Connected Components : 81
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 1059
Maximum Edges in a Connected Component : 4803
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.506368
Graph Density : 0.00209456448297178
Modularity : 0.365499
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://www.techactivist.org/
[18] https://www.nten.org/ntc/program/program-pre-conference-day/
[14] https://tonic.vice.com/en_us/article/zmknjw/department-of-reproductive-control-title-x
[9] https://docs.google.com/presentation/d/1LZUgUp0JCzfqX7WgbogegZPgPjSJejMWVGImA-vrJbE/edit
[9] https://www.nten.org/ntc/
[6] https://twitter.com/kalamuna/status/1105496572127637505
[5] https://www.nten.org/ntc/program/sessions/storytelling-solving-the-challenges-nobody-mentions/
[5] http://po.st/autoemail-19NTC
[5] https://www.eventbrite.com/e/voice-your-cause-a-karaoke-spectacular-tickets-58399217632
[4] https://twitter.com/NTENorg/status/1103368155722928129

Top URLs in Tweet in G1:
[9] https://tonic.vice.com/en_us/article/zmknjw/department-of-reproductive-control-title-x
[8] https://www.techactivist.org/
[7] https://docs.google.com/presentation/d/1LZUgUp0JCzfqX7WgbogegZPgPjSJejMWVGImA-vrJbE/edit
[5] http://po.st/autoemail-19NTC
[4] https://twitter.com/ChrisTuttle/status/1105164532161245185
[3] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2F2060228827558433%2F
[3] https://twitter.com/suzboop/status/1106248429536071680
[3] https://twitter.com/Figusss/status/1105909539503656960
[3] https://bigducknyc.com/insights/nonprofit-renaming/
[3] https://bigducknyc.com/work/community-change/

Top URLs in Tweet in G2:
[10] https://www.nten.org/ntc/program/program-pre-conference-day/
[4] https://www.nten.org/ntc/
[4] https://calendly.com/yeeboo-digital-matt/nten
[3] https://www.nten.org/ntc/program/agenda/?page=day-2
[3] https://www.givegab.com
[3] https://twitter.com/NTENorg/status/1103368155722928129
[3] https://www.nten.org/ntc/program/sessions/tools-for-creating-social-videos-without-killing-budgets/
[3] https://www.nten.org/ntc/program/sessions/sustainers-everyone-wants-em-but-how-do-you-get-em/
[2] https://www.nten.org/ntc/program/agenda/?page=day-1
[2] https://www.nten.org/ntc/program/sessions/pre-conference-keynote-session/

Top URLs in Tweet in G3:
[4] https://www.nten.org/ntc/program/sessions/ultimate-communications-toolkit-tried-true-resources-everyone-can-use/
[4] https://www.pscp.tv/w/b1hQEDFYSlFrck1rZEdFTHl8MWt2S3BFQW5kbVhHRccNPRY3c4wWp69VzBhw_UQQpZzvzuW3Zv7OmlmCmctW
[4] https://www.twitch.tv/blackbaud
[3] https://www.techactivist.org/
[3] https://www.nten.org/ntc/program/sessions/beyond-policy-how-bringing-ones-whole-self-to-work-can-drive-meaningful-change/
[2] https://docs.google.com/presentation/d/1LZUgUp0JCzfqX7WgbogegZPgPjSJejMWVGImA-vrJbE/edit
[2] https://speakerdeck.com/courtneyclark/the-ultimate-communications-toolkit-tried-and-true-resources-everyone-can-use
[2] http://po.st/commtools-19NTC
[2] https://twitter.com/friendsofnoise/status/1105642764404838400
[2] https://www.nten.org/ntc/program/sessions/10-simple-ways-to-build-your-nonprofit-email-list-using-digital-tools/

Top URLs in Tweet in G4:
[9] https://www.techactivist.org/
[3] https://tonic.vice.com/en_us/article/zmknjw/department-of-reproductive-control-title-x
[2] https://twitter.com/suzboop/status/1105897093011378177
[2] https://twitter.com/suzboop/status/1105562372356202496
[2] https://twitter.com/so_geht_digital/status/1105409881056645120
[2] https://so-geht-digital.de/recap-ntc-day-one/
[2] https://www.nten.org/ntc/program/sessions/it-security-best-practices/
[1] https://twitter.com/kanter/status/1103073225259601922
[1] https://twitter.com/LNorvig/status/1105930116117422080
[1] https://twitter.com/jeconnaway/status/1106009332716462080

Top URLs in Tweet in G5:
[6] https://twitter.com/kalamuna/status/1105496572127637505
[5] https://www.nten.org/ntc/program/program-pre-conference-day/
[5] https://www.eventbrite.com/e/voice-your-cause-a-karaoke-spectacular-tickets-58399217632
[4] https://www.youtube.com/watch?v=lVrsFWouoxk

[4] https://business.facebook.com/events/785233138519452/
[3] https://twitter.com/TonyMartignetti/status/1105873695447240704
[3] https://hhthinkshout.eventbrite.com
[2] https://www.nten.org/ntc/program/sessions/sketchnotes-tools-and-tips-to-improve-visual-communication-2/
[2] https://www.youtube.com/watch?v=bWXazVhlyxQ

[1] https://www.pscp.tv/w/b1qJPTFyYWpaV2tWT21Fekx8MWRqR1hPUGxPRGtLWjOcbX1unCAdaU-rwhp24vl12Oqujx01e49agogsA5R-

Top URLs in Tweet in G6:
[4] https://www.nten.org/ntc/
[3] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[1] https://www.nten.org/
[1] https://twitter.com/JasonShim/status/713092095121051648
[1] https://blog.clientsfirst-tx.com/blog-1/clients-first-exhibits-pronpo-non-profit-software-with-cloud-erp?utm_content=86812147&utm_medium=social&utm_source=twitter&hss_channel=tw-2777049896
[1] https://twitter.com/JuliaCSocial/status/1104405977963655170
[1] https://www.nten.org/ntc/program/sessions/different-flavors-of-digital-inclusion-programing/
[1] https://twitter.com/RadCampaign/status/1105508357199327233
[1] https://twitter.com/ZuriTeam/status/1103415834997743616
[1] https://cdn.sociabble.com/media/5fbc7a14-4b18-47d9-95b0-55b711b02d2f/0411f790-413d-4aa6-9a49-990d8f04c3a0?target=twitter&vers=2&t=1551874049.987&utm_source=sociabbleapp&utm_medium=social&utm_campaign=none&utm_term=nhKoYyiScT&socid=nhKoYyiScT

Top URLs in Tweet in G7:
[3] https://www.nten.org/ntc/program/sessions/congratulations-youve-gone-live-now-what/
[2] https://twitter.com/CeciDadisman/status/1105931172968726528
[2] http://po.st/nowwhat-19NTC
[1] https://www.nten.org/ntc/program/program-pre-conference-day/
[1] https://wordpress.org/plugins/classic-editor/
[1] https://adaptistration.com/2019/03/12/off-to-portland-for-19ntc/
[1] https://adaptistration.com/2019/03/14/a-view-of-the-hall-from-19ntc/
[1] http://po.st/VpK5gI
[1] https://twitter.com/farra/status/1105870813549355009

Top URLs in Tweet in G8:
[1] https://twitter.com/FireflyPartners/status/1105883119863750656
[1] https://www.nten.org/ntc/program/sessions/from-front-to-back-making-your-website-and-crm-work-together/
[1] http://po.st/front2back-19NTC
[1] https://www.nten.org/ntc/program/agenda/?page=day-1
[1] https://www.swarmapp.com/c/8BGc1hke1ND
[1] https://www.swarmapp.com/c/b8E9i35BMbl
[1] https://www.nten.org/ntc/program/sessions/3-innovative-fundraisers-walk-into-ntc-lessons-learned-from-the-peer-to-peer-trenches/
[1] https://twitter.com/hallie_bird/status/1105252631558074368
[1] https://twitter.com/jenn4good/status/1105865593884835841
[1] https://twitter.com/mmmbolt/status/1105593692587544578

Top URLs in Tweet in G10:
[4] https://www.npspday.org/events/portland
[2] https://www.nten.org/ntc/program/sessions/crm-its-not-just-for-fundraising-anymore-managing-programs-with-crm-systems
[1] https://twitter.com/kopperwoman/status/1103425750139654144
[1] https://twitter.com/TonyMartignetti/status/1105941079860436997
[1] https://twitter.com/Tech4GoodGal/status/1103751742766833664
[1] https://www.instagram.com/p/Bu-fM5XgqIS/?utm_source=ig_twitter_share&igshid=18pvzkqjh3p2v
[1] https://twitter.com/SFDOPartners/status/1105204426946609152

Top Domains
Top Domains in Tweet in Entire Graph:
[261] twitter.com
[149] nten.org
[29] instagram.com
[26] pscp.tv
[24] youtube.com
[23] techactivist.org
[20] everyaction.com
[16] po.st
[15] wholewhale.com
[15] google.com

Top Domains in Tweet in G1:
[80] twitter.com
[20] everyaction.com
[14] nten.org
[14] wholewhale.com
[9] vice.com
[9] po.st
[8] techactivist.org
[7] google.com
[7] bigducknyc.com
[5] instagram.com

Top Domains in Tweet in G2:
[47] nten.org
[37] twitter.com
[4] givegab.com
[4] yeeboodigital.com
[4] calendly.com
[3] clearviewcrm.com
[2] techactivist.org
[2] youtube.com
[2] instagram.com
[2] personifycorp.com

Top Domains in Tweet in G3:
[44] twitter.com
[28] nten.org
[5] youtube.com
[5] forumone.com
[4] google.com
[4] techsoup.org
[4] pscp.tv
[4] twitch.tv
[3] techactivist.org
[2] speakerdeck.com

Top Domains in Tweet in G4:
[22] twitter.com
[9] techactivist.org
[6] instagram.com
[5] nten.org
[4] cornershopcreative.com
[3] vice.com
[3] so-geht-digital.de
[1] wholewhale.com
[1] philanthropy.com
[1] po.st

Top Domains in Tweet in G5:
[29] twitter.com
[22] pscp.tv
[16] nten.org
[15] youtube.com
[9] eventbrite.com
[4] facebook.com
[3] google.com
[2] kalamuna.com
[1] thinkshout.com
[1] columbiariverkeeper.org

Top Domains in Tweet in G6:
[13] instagram.com
[12] twitter.com
[9] nten.org
[2] clientsfirst-tx.com
[2] fluxx.io
[1] sociabble.com
[1] digitalcommsdan.com
[1] amazon.com
[1] apple.news
[1] glickmanonline.com

Top Domains in Tweet in G7:
[4] nten.org
[3] twitter.com
[3] po.st
[2] adaptistration.com
[1] wordpress.org

Top Domains in Tweet in G8:
[10] twitter.com
[3] nten.org
[2] swarmapp.com
[1] po.st

Top Domains in Tweet in G10:
[4] twitter.com
[4] npspday.org
[2] nten.org
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3016] 19ntc
[140] nptech
[71] nonprofit
[50] 19ntccatsdogs
[47] nonprofitradio
[41] 19ntcdisruptbias
[39] nonprofits
[37] wordpress
[35] fundraising
[35] 19ntcbetterreports



Top Hashtags in Tweet in G1:
[911] 19ntc
[43] 19ntccatsdogs
[39] 19ntcdisruptbias
[38] nptech
[24] 19ntcstoryviz
[17] 19ntcleanads
[16] 19ntccustomjourney
[15] ntcqueer
[14] 19ntcsketchnotes
[13] 19ntcnamechange

Top Hashtags in Tweet in G2:
[487] 19ntc
[28] nptech
[24] nonprofit
[16] booth620
[11] pdx
[11] digitalagency
[9] tech
[8] portland
[7] advocacy
[7] nonprofits

Top Hashtags in Tweet in G3:
[486] 19ntc
[29] nptech
[23] callhubatntc
[20] 19ntccommtools
[14] 19ntcmultipath
[12] nonprofit
[12] 19ntcboardtech
[9] investtechsoup
[8] impinv
[8] 19ntcmrbenchmarks

Top Hashtags in Tweet in G4:
[316] 19ntc
[10] portland
[9] wordpress
[7] nonprofit
[5] techforgood
[5] 19ntcpodcast
[4] techactivist
[4] tech
[4] 19ntccustomjourney
[4] engageandchange

Top Hashtags in Tweet in G5:
[335] 19ntc
[42] nonprofitradio
[28] 19ntcbetterreports
[16] nptech
[13] a11y
[12] accessibility
[11] drupal
[7] nonprofits
[6] fundraising
[6] 19ntcsketchnotes

Top Hashtags in Tweet in G6:
[92] 19ntc
[7] nptech
[4] nonprofit
[3] ntc19
[2] 19ntcflavorsdi
[2] digitalinclusion
[2] nonprofittechnology
[2] encc19
[2] 19ntcdatadriven
[2] wasunforgettable

Top Hashtags in Tweet in G7:
[58] 19ntc
[14] wordpress
[7] 19ntcnowwhat
[6] 19ntcdatadriven
[6] crm
[5] gutenberg
[5] fundraising
[4] nonprofits
[4] nptech
[4] nonprofit

Top Hashtags in Tweet in G8:
[48] 19ntc
[5] nptech
[3] pdx
[3] portland
[2] 19ntcfront2back
[2] ntcbeer
[2] 19ntcdataequity
[1] herdingcats
[1] 19ntcsiteengage
[1] nonprofit

Top Hashtags in Tweet in G9:
[14] 19ntc
[8] alchemytech
[2] dogoodla
[2] npla
[2] ntcbookclubbers
[1] coro
[1] riordan
[1] alchemytraining
[1] 19ntcsmalldollar
[1] philanthropy

Top Hashtags in Tweet in G10:
[23] 19ntc
[10] npspday
[4] nonprofit
[2] nptech
[2] 19ntcprogramcrm
[2] 19ntccatsdogs
[2] ethicaluse
[2] 19ntcknitting
[1] 19ntcdatasystems
[1] 19ntcknitters

Top Words
Top Words in Tweet in Entire Graph:
[3018] Words in Sentiment List#1: Positive
[565] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[69955] Non-categorized Words
[73538] Total Words
[3029] 19ntc
[436] ntenorg
[329] session
[327] portland
[285] nonprofit

Top Words in Tweet in G1:
[918] 19ntc
[90] ntenorg
[79] session
[78] people
[75] first
[71] more
[70] up
[69] great
[67] out
[66] s

Top Words in Tweet in G2:
[490] 19ntc
[154] ntenorg
[84] portland
[75] conference
[71] nonprofit
[69] week
[57] see
[56] session
[54] next
[52] technology

Top Words in Tweet in G3:
[487] 19ntc
[75] nonprofit
[57] ntenorg
[56] session
[51] techsoup
[50] see
[43] portland
[43] s
[40] community
[37] join

Top Words in Tweet in G4:
[317] 19ntc
[78] idalinbobe
[62] ntenorg
[49] keynote
[34] portland
[33] tech
[30] people
[30] 1
[27] conference
[26] speaker

Top Words in Tweet in G5:
[335] 19ntc
[67] session
[46] conference
[42] nonprofitradio
[39] come
[39] join
[36] s
[35] fundraising
[34] ntenorg
[33] re

Top Words in Tweet in G6:
[93] 19ntc
[24] portland
[18] booth
[13] conference
[13] day
[12] see
[12] nonprofit
[9] stop
[9] oregon
[8] great

Top Words in Tweet in G7:
[58] 19ntc
[23] wordpress
[15] gutenberg
[12] jasoncsking
[11] session
[9] crm
[8] talk
[8] community
[8] adaptistration
[7] nonprofits

Top Words in Tweet in G8:
[48] 19ntc
[9] booth
[9] session
[8] portland
[7] team
[7] nten
[7] ntenorg
[5] 310
[5] nptech
[5] come

Top Words in Tweet in G9:
[14] 19ntc
[8] alchemytech
[7] time
[5] looking
[5] forward
[5] ntenorg
[4] cohort
[4] great
[4] annenbergalchmy
[4] nyconstellation

Top Words in Tweet in G10:
[23] 19ntc
[10] npspday
[9] portland
[8] today
[7] up
[7] nonprofit
[7] cozimek
[6] crm
[6] week
[6] pizza

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[112] ntenorg,19ntc
[88] next,week
[86] nonprofit,technology
[81] technology,conference
[71] looking,forward
[61] portland,19ntc
[55] check,out
[55] 19ntc,keynote
[53] pre,conference
[50] 19ntc,come

Top Word Pairs in Tweet in G1:
[25] disrupting,unconscious
[25] unconscious,bias
[23] looking,forward
[21] check,out
[21] don,t
[20] ntenorg,19ntc
[20] 19ntcstoryviz,19ntc
[18] 19ntcdisruptbias,19ntc
[18] 19ntc,nptech
[18] 19ntccatsdogs,19ntc

Top Word Pairs in Tweet in G2:
[39] ntenorg,19ntc
[37] next,week
[31] nonprofit,technology
[27] technology,conference
[21] 19ntc,next
[19] pre,conference
[17] ntenorg's,19ntc
[16] 19ntc,pre
[15] check,out
[15] exhibit,hall

Top Word Pairs in Tweet in G3:
[20] next,week
[17] nonprofit,technology
[16] technology,conference
[15] communications,toolkit
[14] digital,first
[12] ntenorg,19ntc
[12] ultimate,communications
[11] 19ntc,tomorrow
[11] portland,19ntc
[11] see,full

Top Word Pairs in Tweet in G4:
[28] 19ntc,keynote
[25] keynote,speaker
[20] ntenorg,19ntc
[16] speaker,idalinbobe
[15] silicon,valley
[13] keynote,idalinbobe
[12] innovation,belongs
[12] belongs,people
[12] people,silicon
[10] together,united

Top Word Pairs in Tweet in G5:
[22] small,dollar
[21] pre,conference
[18] nonprofitradio,19ntc
[17] 508,510
[17] happy,hour
[16] 19ntcbetterreports,19ntc
[16] karaoke,cocktail
[14] booths,508
[14] 19ntc,karaoke
[13] 19ntc,week

Top Word Pairs in Tweet in G6:
[9] stop,booth
[7] nonprofit,technology
[6] technology,conference
[6] convention,center
[5] 19ntc,portland
[5] oregon,convention
[4] next,week
[4] visit,booth
[4] booth,518
[4] portland,oregon

Top Word Pairs in Tweet in G7:
[7] sasha,endoh
[6] eric,dye
[5] block,editor
[4] wordpress,5
[4] 5,0
[4] missing,gutenberg
[4] gutenberg,sasha
[4] endoh,accessibility
[4] accessibility,users
[4] users,especially

Top Word Pairs in Tweet in G8:
[5] booth,310
[4] 19ntc,portland
[4] 19ntc,nptech
[3] 19ntc,session
[3] 3,15
[3] ntenorg,19ntc
[3] here,come
[3] booth,521
[3] 521,nten
[3] nten,19ntc

Top Word Pairs in Tweet in G9:
[5] looking,forward
[4] alchemytech,cohort
[3] nyconstellation,talking
[3] talking,savagely
[3] forward,seeing
[3] seeing,alchemytech
[3] cohort,19ntc
[3] 19ntc,tomorrow
[3] tomorrow,redhenpress
[3] redhenpress,ieagifted

Top Word Pairs in Tweet in G10:
[8] npspday,portland
[4] facilitating,npspday
[4] portland,tomorrow
[4] tomorrow,salesforce
[4] salesforce,community
[4] community,folks
[4] folks,https
[4] https,t
[4] t,co
[4] co,vclgmhuitk

Top Replied-To
Top Replied-To in Entire Graph:
@ntenorg
@juliacsocial
@farra
@jas3311
@figusss
@tech4goodgal
@boodleai
@benbisbee
@tonymartignetti
@schutzsmith

Top Replied-To in G1:
@farra
@juliacsocial
@curiositybone
@figusss
@gaianboy
@laurelista
@vanmdo
@davidmbeasley
@philanthropypod
@benbisbee

Top Replied-To in G2:
@ntenorg
@kevintfrazier
@boodleai
@amplifyngo
@norrieaga
@mwdagency
@callhub
@sage_gram
@gravitatesol
@msftnonprofits

Top Replied-To in G3:
@juliacsocial
@ntenorg
@porterjamese
@michispice
@mhrywna
@aduronia
@tshankcycles
@idalinbobe
@amysampleward
@apurvachandra

Top Replied-To in G4:
@suzboop
@ricfink
@ntenorg
@techsoup
@cornershop
@staranov
@adppdx
@idalinbobe
@bethbrodovsky

Top Replied-To in G5:
@ntenorg
@tonymartignetti
@thinkshout
@jas3311
@egratto
@itsgabesanchez
@woodhull
@kopperwoman
@kmontenegro
@figusss

Top Replied-To in G7:
@jasoncsking
@brettashley13
@ntenorg
@cecidadisman
@tsomedia

Top Replied-To in G8:
@ntenorg
@jenn4good

Top Replied-To in G10:
@cozimek
@tech4goodgal

Top Mentioned
Top Mentioned in Entire Graph:
@ntenorg
@idalinbobe
@farra
@amyrsward
@everyactionhq
@techsoup
@juliacsocial
@blackbaud
@christuttle
@tonymartignetti

Top Mentioned in G1:
@ntenorg
@farra
@everyactionhq
@idalinbobe
@christuttle
@porterjamese
@curiositybone
@jas3311
@mbopaiah
@sarahboison

Top Mentioned in G2:
@ntenorg
@amyrsward
@idalinbobe
@kanopi_studios
@jasonshim
@msftnonprofits
@farra
@katherinemwhite
@yeeboodigital
@lizaface

Top Mentioned in G3:
@ntenorg
@techsoup
@juliacsocial
@blackbaud
@joshhirsch1
@amyrsward
@ns_socialimpact
@callhub
@kanter
@causecomm

Top Mentioned in G4:
@idalinbobe
@ntenorg
@amyrsward
@farra
@so_geht_digital
@msftnonprofits
@webb
@thekarbar
@staranov
@meriembekka

Top Mentioned in G5:
@kalamuna
@ntenorg
@tonymartignetti
@actblue
@thinkshout
@zivtech
@estudiomanati
@ab_charities
@egratto
@campaignlegal

Top Mentioned in G6:
@james3neal

Top Mentioned in G7:
@jasoncsking
@adaptistration
@ntenorg
@andmiddleton
@mrwweb
@cecidadisman
@sashmograph
@ppfa
@brettashley13
@thewpvalet

Top Mentioned in G8:
@nten
@ntenorg
@fireflypartners
@amyrsward
@vebrewing
@onecause
@dkrumlauf
@petpartners
@pet_partners
@reprorights

Top Mentioned in G9:
@ntenorg
@annenbergalchmy
@nyconstellation
@redhenpress
@ieagifted
@ponyboxdance
@rachren1
@reefc
@jstorres
@beth_stern

Top Mentioned in G10:
@cozimek
@angadams_
@amplifyngo
@kopperwoman
@ntenorg
@tami_ell
@aparnak
@tech4goodgal
@malkahkai
@salesforceorg

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@southwestair
@digestwordpress
@loulachat
@kmontenegro
@socialjukebox
@nayasala
@lltwing
@slackhq
@jstorres

Top Tweeters in G1:
@slackhq
@ephraimgopin
@theradr
@nrdc
@digitalsista
@stuckonsw
@kqed
@stilgorgeous
@lawsonmulvihill
@dorenefc

Top Tweeters in G2:
@socialchangeaus
@santchiweb
@studentforce
@youtoocanbeguru
@allendavidov
@fwdus
@blackgirlscode
@alzassociation
@american_heart
@asana

Top Tweeters in G3:
@net2
@librariesval
@mikestrattonnet
@johnhaydon
@robincabralcfre
@milaniolivera
@kanter
@juliacsocial
@smaclaughlin
@bust_magazine

Top Tweeters in G4:
@sectest9
@digestwordpress
@kmontenegro
@socialjukebox
@socialgoodstuff
@momsrising
@mymamihood
@lyft
@auntieeva7
@mercyforanimals

Top Tweeters in G5:
@southwestair
@loulachat
@nayasala
@egratto
@robshiveley
@ruby
@tonymartignetti
@hrc
@care2
@snotforprofit

Top Tweeters in G6:
@iamshereaalam
@chrisstrub
@james3neal
@uinvitedu
@tdankmyer
@mbharrington501
@christinarizer
@girardinl
@chibi_m
@marcietimmerman

Top Tweeters in G7:
@google
@jan_dembowski
@dimensionmedia
@zapier
@dyecasting
@cecidadisman
@ppfa
@adaptistration
@andmiddleton
@lisavgray

Top Tweeters in G8:
@jenn4good
@reprorights
@kathyreid5
@dkrumlauf
@idealware
@onecause
@wellawareworld
@jesmhall
@uwatx
@bostonlogan

Top Tweeters in G9:
@jstorres
@rachren1
@pretendcity
@redhenpress
@ieagifted
@lwvlosangeles
@heididuckler
@angelflightwest
@mollysnature
@annenberg_fdn

Top Tweeters in G10:
@benioff
@cozimek
@akash_sfdc
@idealistconsult
@survivormoda
@nycwater
@dpcrmguru
@exponent_sf
@meganhiman
@kopperwoman