#CFASummit, Twitter, 5/30/2019 6:31:00 PM, 198561


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#CFASummit Twitter NodeXL SNA Map and Report for Thursday, 30 May 2019 at 18:15 UTC
#CFASummit Twitter NodeXL SNA Map and Report for Thursday, 30 May 2019 at 18:15 UTC
From:
Marc_Smith
Uploaded on:
May 30, 2019
Short Description:
#CFASummit via NodeXL http://bit.ly/2KaXwO9
@codeforamerica
@carriebish
@pahlkadot
@alexstamos
@louisedowne
@nickkauf
@timoreilly
@marinanitze
@martin_jordan
@yomariyo

Top hashtags:
#cfasummit
#govdesign
#civictech
#cfabrigade
#govtech
#servicedesign
#brigadeday

Description:
Description
The graph represents a network of 863 Twitter users whose recent tweets contained "#CFASummit", 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, 30 May 2019 at 18:17 UTC.

The tweets in the network were tweeted over the 9-day, 18-hour, 40-minute period from Monday, 20 May 2019 at 23:34 UTC to Thursday, 30 May 2019 at 18:14 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 : 864
Unique Edges : 2379
Edges With Duplicates : 2256
Total Edges : 4635
Number of Edge Types : 4
Mentions : 2768
Replies to : 134
Retweet : 1392
Tweet : 341
Self-Loops : 345
Reciprocated Vertex Pair Ratio : 0.107267780800622
Reciprocated Edge Ratio : 0.193752193752194
Connected Components : 28
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 831
Maximum Edges in a Connected Component : 4606
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.750043
Graph Density : 0.00382091970301704
Modularity : 0.337984
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://www.codeforamerica.org/events/summit/live
[23] https://docs.google.com/presentation/d/1M5groy72Uiyq4D9lkTRJGHYz2oHrB_c0iJL44a7w8Q0/
[7] https://www.codeforamerica.org/events/summit/international-design-in-government-day
[5] https://www.codeforamerica.org/events/summit/agenda
[5] https://twitter.com/codeforamerica/status/1133437050278109185
[5] https://www.belfercenter.org/publication/2018-state-digital-transformation
[5] https://twitter.com/carriebish/status/1133803476507430912?s=21
[5] https://www.codeforamerica.org/
[5] https://www.codeforamerica.org/events/summit
[5] https://www.eventbrite.com/e/people-of-color-happy-hour-code-for-america-summit-tickets-61943899872

Top URLs in Tweet in G1:
[10] https://www.codeforamerica.org/events/summit/live
[4] https://docs.google.com/presentation/d/1M5groy72Uiyq4D9lkTRJGHYz2oHrB_c0iJL44a7w8Q0/
[4] https://www.eventbrite.com/e/people-of-color-happy-hour-code-for-america-summit-tickets-61943899872
[4] https://twitter.com/codeforamerica/status/1134130108342722561
[4] https://www.codeforamerica.org/events/summit
[4] https://www.codeforamerica.org/
[3] https://www.eventbrite.com/e/digital-services-happy-hour-tickets-61772270524?aff=nava
[2] https://twitter.com/misspaaj/status/1134151234124861441
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.navapbc.com%2Fnava-pbc-at-the-2019-code-for-america-summit-675ba03c0fb3
[2] https://www.codeforamerica.org/events/summit/international-design-in-government-day

Top URLs in Tweet in G2:
[12] https://www.codeforamerica.org/events/summit/live
[3] https://twitter.com/oalais/status/1133492063104839680
[3] https://twitter.com/codeforamerica/status/1133437050278109185
[3] https://twitter.com/codeforamerica/status/1133379416422309890
[2] https://twitter.com/TamaraIDEJA/status/1133798562104369152
[2] https://twitter.com/jhibbets/status/1133859268514369538
[2] https://twitter.com/jhibbets/status/1134130441508671488
[2] https://twitter.com/dan_abadie/status/1131673204664225792
[2] https://u.group/
[2] http://MealsCount.com

Top URLs in Tweet in G3:
[15] https://docs.google.com/presentation/d/1M5groy72Uiyq4D9lkTRJGHYz2oHrB_c0iJL44a7w8Q0/
[3] https://www.codeforamerica.org/events/summit/international-design-in-government-day
[3] https://twitter.com/carriebish/status/1133803476507430912?s=21
[2] https://designnotes.blog.gov.uk/2019/05/16/international-design-in-government-events-this-summer/
[1] https://www.codeforamerica.org/deliverydriven
[1] https://forms.gle/J6ZxUPjXJmZXVfHD9
[1] http://dashboards.syrgov.net
[1] https://medium.com/code-for-america/summit-2019-service-design-in-local-government-with-michelle-thong-417c80aca2d6
[1] http://international.gov-design.com
[1] https://www.eventbrite.co.uk/e/gov-design-meetup-san-francisco-designing-public-services-tickets-60805979321/amp#click=https://t.co/YDuEVwG4J7

Top URLs in Tweet in G4:
[5] https://www.belfercenter.org/publication/2018-state-digital-transformation
[3] https://www.eventbrite.com/e/the-2019-code-for-america-summit-tickets-52735907519?discount=WHATWORKSCITIES10&utm_medium=Twitter&utm_campaign=WhatWorksCitiesPromo&utm_source=Social&utm_term=Summit
[2] https://twitter.com/codeforamerica/status/1132052166326333440
[2] https://www.codeforamerica.org/events/summit/live
[2] https://docs.google.com/presentation/d/1M5groy72Uiyq4D9lkTRJGHYz2oHrB_c0iJL44a7w8Q0/
[1] https://twitter.com/brendanbabb/status/1003490148368044033
[1] http://mealscount.com/
[1] https://github.com/LouisvilleMetro/WazeCCPProcessor
[1] https://twitter.com/openoakland/status/1131256191919710209
[1] https://twitter.com/hunter_owens/status/1003493259354599425

Top URLs in Tweet in G5:
[3] https://twitter.com/DefenseDigital/status/1133827075025117185
[2] https://www.axios.com/recruiting-silicon-valley-engineers-for-uncle-sam-0d80924b-91f2-48ee-852b-86ea908e8619.html
[1] https://www.foster-america.org/
[1] https://www.codeforamerica.org/
[1] https://www.codeforamerica.org/events/summit/live
[1] https://www.eventbrite.com/e/work-on-things-that-matter-i-hosted-by-code-for-america-and-usds-tickets-60953138478

Top URLs in Tweet in G6:
[1] https://digitalservices.sfgov.org/joinus/
[1] https://twitter.com/jakewilliamsdc/status/1134137535767240704

Top URLs in Tweet in G7:
[2] https://twitter.com/erhardt/status/1131926117881995265
[1] https://scholars.org/contribution/how-silicon-valley-can-support-citizen-empowerment
[1] https://twitter.com/mlsif/status/1134138143542693888
[1] https://twitter.com/CodeForOrlando/status/1133733381437444096
[1] https://twitter.com/michellethong/status/1130919675557138432
[1] https://twitter.com/postkxj/status/1131510732271620096
[1] https://twitter.com/erhardt/status/1131926117881995265?s=12
[1] https://twitter.com/betanyc/status/1133810285339389952
[1] https://twitter.com/andycochran/status/1133533196090523649
[1] https://www.codeforamerica.org/events/summit/live

Top URLs in Tweet in G8:
[3] https://www.eventbrite.com/e/civic-mixer-with-civicmakers-techcongress-tickets-61256634242
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.civicmakers.com%2Fthe-culture-stack-cultivating-a-more-resilient-responsive-government-3d0b454f7116
[2] https://docs.google.com/document/d/1ZlHR3UPlbWq1FuGda_-GQkSmctPU3G6UUaZct68k3Zk/edit
[2] https://twitter.com/CAGovOps/status/1134157163322957826
[1] https://www.codeforamerica.org/events/summit/live
[1] https://tinyletter.com/publicgoodapphouse/letters/your-monthly-public-good-tech-two-minute-round-up-may-2019
[1] https://docs.google.com/forms/d/1TpVd3Jtej3t2WDv60Yf4sz6jcmSqr2bL3xO2P2SAOGw/edit
[1] https://www.socialinterest.org/share-data-with-confidence/
[1] http://d31hzlhk6di2h5.cloudfront.net/20190530/85/e8/db/5e/a43ed894efab7cea47f2720d/Community_Engagement_Data_Scientist_Job_Description.pdf
[1] https://www.ca.gov/

Top URLs in Tweet in G9:
[1] http://okt.to/dfnYL3
[1] https://okt.to/RlV8dg
[1] https://www.codeforamerica.org/events/summit/agenda
[1] https://twitter.com/wasteIandbaby/status/1133933114789715968

Top URLs in Tweet in G10:
[1] https://www.codeforamerica.org/events/summit/agenda
[1] https://openforest.fs.usda.gov
[1] https://twitter.com/aschonfeld/status/1133715964476952576

Top Domains
Top Domains in Tweet in Entire Graph:
[168] twitter.com
[61] codeforamerica.org
[39] okt.to
[28] google.com
[25] eventbrite.com
[14] medium.com
[5] bit.ly
[5] belfercenter.org
[4] u.group
[4] gov-design.com

Top Domains in Tweet in G1:
[40] twitter.com
[23] codeforamerica.org
[9] eventbrite.com
[4] google.com
[4] medium.com
[3] elgl.org
[2] bit.ly
[2] ogpsummit.org
[1] okt.to
[1] forms.gle

Top Domains in Tweet in G2:
[64] twitter.com
[35] okt.to
[15] codeforamerica.org
[4] medium.com
[3] u.group
[2] bit.ly
[2] mealscount.com
[2] instagram.com
[1] google.com
[1] axios.com

Top Domains in Tweet in G3:
[15] google.com
[9] twitter.com
[4] codeforamerica.org
[3] gov.uk
[3] dmossesq.com
[2] medium.com
[2] gov-design.com
[1] forms.gle
[1] syrgov.net
[1] co.uk

Top Domains in Tweet in G4:
[14] twitter.com
[5] belfercenter.org
[4] eventbrite.com
[3] codeforamerica.org
[3] google.com
[1] mealscount.com
[1] github.com
[1] 80000hours.org
[1] welcometocup.org
[1] atavist.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] codeforamerica.org
[2] axios.com
[1] foster-america.org
[1] eventbrite.com

Top Domains in Tweet in G6:
[1] sfgov.org
[1] twitter.com

Top Domains in Tweet in G7:
[9] twitter.com
[2] codeforamerica.org
[1] scholars.org
[1] ogpsummit.org

Top Domains in Tweet in G8:
[3] eventbrite.com
[3] google.com
[3] twitter.com
[2] medium.com
[1] codeforamerica.org
[1] tinyletter.com
[1] socialinterest.org
[1] cloudfront.net
[1] ca.gov

Top Domains in Tweet in G9:
[2] okt.to
[1] codeforamerica.org
[1] twitter.com

Top Domains in Tweet in G10:
[1] codeforamerica.org
[1] usda.gov
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1726] cfasummit
[207] govdesign
[75] civictech
[50] cfabrigade
[40] govtech
[30] servicedesign
[20] brigadeday
[13] oakland
[12] rogueswag
[11] localgov



Top Hashtags in Tweet in G1:
[560] cfasummit
[76] govdesign
[11] civictech
[8] govtech
[8] ct
[7] government
[6] tech
[6] localgov
[6] worklife
[4] cfabrigade

Top Hashtags in Tweet in G2:
[452] cfasummit
[30] govdesign
[20] civictech
[17] cfabrigade
[15] govtech
[14] brigadeday
[10] oakland
[8] servicedesign
[5] techforgood
[5] publiccode

Top Hashtags in Tweet in G3:
[156] cfasummit
[81] govdesign
[18] servicedesign
[6] servicegazette
[5] digitalinclusion
[5] cfasummit2019
[4] civictech
[4] internationaldesigningovernmentday
[3] civicinnovation
[2] sanjose

Top Hashtags in Tweet in G4:
[159] cfasummit
[14] civictech
[10] cfabrigade
[9] govdesign
[6] rogueswag
[5] brigadeday
[3] courtbot
[2] iteams
[2] lightningtalks
[2] civicarchipelago

Top Hashtags in Tweet in G5:
[29] cfasummit
[2] cybersecurity
[1] civictechservice
[1] smartcities

Top Hashtags in Tweet in G6:
[16] cfasummit
[1] servicegazette

Top Hashtags in Tweet in G7:
[64] cfasummit
[8] cfabrigade
[5] civictech
[2] opendata
[2] ogpcanada
[2] coworking
[2] librarylife
[1] grittoronto
[1] betatalk
[1] pdf19

Top Hashtags in Tweet in G8:
[60] cfasummit
[8] govtech
[4] civictech
[2] localgov
[2] culturechange
[2] publicgoodtech
[2] socialgood
[2] globalgoals
[2] datasharing
[2] demystifyingdatasharing

Top Hashtags in Tweet in G9:
[15] cfasummit
[5] cfabrigade
[1] civicgoodness
[1] oakland
[1] smartcity
[1] govtech
[1] civictech
[1] brigadeday
[1] rogueswag
[1] govdesign

Top Hashtags in Tweet in G10:
[24] cfasummit
[3] civictech
[3] civictechservice

Top Words
Top Words in Tweet in Entire Graph:
[2384] Words in Sentiment List#1: Positive
[719] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[62777] Non-categorized Words
[65880] Total Words
[2381] #cfasummit
[448] codeforamerica
[362] s
[325] design
[303] #govdesign

Top Words in Tweet in G1:
[714] #cfasummit
[136] alexstamos
[116] tech
[108] codeforamerica
[99] s
[87] #govdesign
[86] need
[86] people
[80] pahlkadot
[76] t

Top Words in Tweet in G2:
[651] #cfasummit
[167] codeforamerica
[100] government
[93] summit
[92] s
[76] design
[69] more
[69] learn
[69] tech
[62] #govdesign

Top Words in Tweet in G3:
[216] #cfasummit
[110] #govdesign
[75] s
[63] design
[57] services
[51] good
[50] day
[49] government
[36] work
[33] yomariyo

Top Words in Tweet in G4:
[201] #cfasummit
[50] codeforamerica
[32] civic
[30] s
[27] tech
[27] work
[24] #civictech
[24] more
[24] data
[23] talk

Top Words in Tweet in G5:
[73] #cfasummit
[27] usds
[25] alexstamos
[23] mattcutts
[23] pahlkadot
[21] see
[19] looking
[19] designers
[19] product
[19] impact

Top Words in Tweet in G6:
[57] #cfasummit
[47] design
[41] coming
[40] digital
[38] help
[38] make
[38] city
[38] sf
[38] hiring
[38] senior

Top Words in Tweet in G7:
[91] #cfasummit
[31] people
[20] product
[15] s
[13] need
[13] #cfabrigade
[13] world
[12] products
[12] betanyc
[12] t

Top Words in Tweet in G8:
[65] #cfasummit
[16] people
[16] data
[15] codeforamerica
[15] civic
[11] #govtech
[10] time
[10] make
[9] summit
[8] here

Top Words in Tweet in G9:
[30] #cfasummit
[21] codeforamerica
[12] #cfabrigade
[12] live
[8] little
[8] nc
[8] group
[8] photo
[8] code4asheville
[8] codeforcary

Top Words in Tweet in G10:
[36] #cfasummit
[18] 18f
[17] talk
[14] codeforamerica
[14] #civictechservice
[12] table
[11] innovfellows
[10] excited
[10] share
[10] public

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[169] #govdesign,#cfasummit
[121] alexstamos,#cfasummit
[115] codeforamerica,#cfasummit
[101] code,america
[100] preach,preach
[91] america,summit
[73] civic,tech
[72] learn,more
[72] follow,along
[68] good,services

Top Word Pairs in Tweet in G1:
[74] alexstamos,#cfasummit
[69] #govdesign,#cfasummit
[36] codeforamerica,#cfasummit
[25] preach,preach
[23] vivian,graubard
[23] terri,ricks
[21] code,america
[19] safety,net
[18] civic,tech
[18] america,summit

Top Word Pairs in Tweet in G2:
[51] code,america
[45] america,summit
[40] codeforamerica,#cfasummit
[38] follow,along
[37] learn,more
[34] #govdesign,#cfasummit
[28] codeforamerica,summit
[28] looking,forward
[24] year's,#cfasummit
[24] next,week

Top Word Pairs in Tweet in G3:
[48] #govdesign,#cfasummit
[31] good,services
[27] #govdesign,day
[20] international,design
[20] design,government
[19] public,services
[17] intl,#govdesign
[17] designing,better
[16] government,day
[16] here,s

Top Word Pairs in Tweet in G4:
[24] codeforamerica,#cfasummit
[16] civic,tech
[12] learn,more
[11] tune,thursday
[11] follow,along
[10] #cfasummit,interested
[10] code,america
[10] #govdesign,#cfasummit
[10] calling,civic
[10] civic,enthusiasts

Top Word Pairs in Tweet in G5:
[18] looking,designers
[18] designers,product
[18] product,managers
[18] managers,user
[18] user,researchers
[18] researchers,developers
[18] developers,usds
[18] usds,mattcutts
[18] mattcutts,hardest
[18] hardest,job

Top Word Pairs in Tweet in G6:
[38] help,make
[38] make,city
[38] city,sf
[38] sf,digital
[38] digital,hiring
[38] hiring,senior
[38] senior,leaders
[38] leaders,design
[38] design,product
[38] product,more

Top Word Pairs in Tweet in G7:
[10] place,people
[10] customer,satisfaction
[9] need,measure
[9] measure,products
[9] products,making
[9] making,world
[9] world,better
[9] better,place
[9] people,s
[9] s,product

Top Word Pairs in Tweet in G8:
[7] #govtech,#civictech
[6] hey,#cfasummit
[6] #cfasummit,join
[6] join,congressfellows
[6] civic,mixer
[6] super,fun
[6] fun,civic
[6] civic,innovators
[6] innovators,layover
[6] layover,oakland

Top Word Pairs in Tweet in G9:
[12] #cfasummit,#cfabrigade
[8] little,codeforamerica
[8] codeforamerica,nc
[8] nc,group
[8] group,photo
[8] photo,code4asheville
[8] code4asheville,codeforcary
[8] codeforcary,opencltbrigade
[8] opencltbrigade,codeforch
[8] codeforch,codefordurham

Top Word Pairs in Tweet in G10:
[10] #cfasummit,#civictechservice
[9] breakout,sessions
[8] #cfasummit,check
[8] check,out
[8] hannah,kane
[7] day,2
[7] 2,#cfasummit
[7] stop,table
[6] tts,excited
[6] excited,codeforamerica

Top Replied-To
Top Replied-To in Entire Graph:
@alexstamos
@codeforamerica
@robynscott
@alauraramos
@marinanitze
@louisedowne
@carolinefan
@louisianadcfs
@pahlkadot
@sarasti

Top Replied-To in G1:
@alexstamos
@robynscott
@codeforamerica
@carolinefan
@marinanitze
@alauraramos
@louisianadcfs
@pahlkadot
@stevenbabitch
@nwelgl

Top Replied-To in G2:
@alexstamos
@codeforamerica
@robynscott
@marinanitze
@alauraramos
@fearlessbmore
@louisedowne
@opencleveland
@louisianadcfs
@skyroy_1

Top Replied-To in G3:
@louisedowne
@sarasti
@cbelow_uk
@samedelstein
@michellethong
@digitalscots
@werkstatte

Top Replied-To in G4:
@andrewnatoli

Top Replied-To in G5:
@pahlkadot
@hollenbarmer

Top Replied-To in G6:
@nickdawson

Top Replied-To in G7:
@shashashasha
@pahlkadot
@aidanfeldman

Top Replied-To in G8:
@sisorg

Top Mentioned
Top Mentioned in Entire Graph:
@codeforamerica
@pahlkadot
@alexstamos
@yomariyo
@louisedowne
@marinanitze
@hondanhon
@newamerica
@louisianadcfs
@usds

Top Mentioned in G1:
@codeforamerica
@alexstamos
@pahlkadot
@marinanitze
@hondanhon
@yomariyo
@newamerica
@louisianadcfs
@verainstitute
@elgl50

Top Mentioned in G2:
@codeforamerica
@pahlkadot
@alexstamos
@louisedowne
@yomariyo
@marinanitze
@sfdaoffice
@newamerica
@whatworkscities
@18f

Top Mentioned in G3:
@yomariyo
@codeforamerica
@louisedowne
@nycopportunity
@genevievegau
@makaelastephens
@sfgov
@pahlkadot
@ngivana
@anthromarc

Top Mentioned in G4:
@codeforamerica
@whatworkscities
@simone_brody
@ninakin9
@hunter_owens
@nycplanninglabs
@pahlkadot
@elgl50
@louisedowne
@b_i_tweets

Top Mentioned in G5:
@usds
@alexstamos
@mattcutts
@pahlkadot
@codeforamerica
@defensedigital
@marinanitze
@pghfishfrymap
@sei_etc
@codeforpgh

Top Mentioned in G6:
@leilanirgraham
@hugooc
@pahlkadot

Top Mentioned in G7:
@codeforamerica
@betanyc
@alexstamos
@pahlkadot
@seeclickfix
@popvox
@leahbannon
@mzagaja
@thecristen
@whereshj

Top Mentioned in G8:
@codeforamerica
@congressfellows
@jj_anastasoff
@alexstamos
@un
@unfoundation
@plus_socialgood
@louisianadcfs
@rphillipssis
@mozilla

Top Mentioned in G9:
@codeforamerica
@code4asheville
@codeforcary
@opencltbrigade
@codeforch
@codefordurham
@codeforgso
@raleighbrigade
@laura_biediger
@govlovepodcast

Top Mentioned in G10:
@codeforamerica
@18f
@innovfellows
@codedotgov
@aschonfeld
@gsacoe
@suprenant
@forestservice
@nkkl
@robincarnahan

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@waze
@blackamazon
@jennykim
@ansisegle
@digiphile
@jerry_durhampt
@dominiccampbell
@steven_strauss
@marymhc1988

Top Tweeters in G1:
@sectest9
@blackamazon
@brfreed
@hondanhon
@jgee
@nickdawson
@ddt
@ojaison
@thebestsophist
@krisgiere

Top Tweeters in G2:
@jennykim
@marcalevin
@metroiba
@james3neal
@ewhitmore
@matwg
@govloop
@nacin
@dan_abadie
@mikejcorey

Top Tweeters in G3:
@serve4impact
@sanneweber
@vickytnz
@keithkurson
@noneck
@shelter
@rsm
@rhodeislandrt
@servicedesignbt
@tebot

Top Tweeters in G4:
@waze
@lscott1967
@arthursmid
@nickkauf
@athletics
@aschrock
@hunter_owens
@mteuzi
@moniquewingard
@paulsmith

Top Tweeters in G5:
@ansisegle
@marymhc1988
@yuukifushimi
@randy_gage
@ilvestoomas
@timoreilly
@oncee
@mattcutts
@tonyjoyce
@thatchriskelly

Top Tweeters in G6:
@jerry_durhampt
@dominiccampbell
@shoobe01
@leeflower
@danachis
@mindofandre
@rvr
@abrewi3010
@kits
@paulcartertv

Top Tweeters in G7:
@digiphile
@briantrice
@transition
@geekeconomist
@opengovpart
@noeldickover
@mstem
@popvox
@mlsif
@rashaabdellatif

Top Tweeters in G8:
@un
@plus_socialgood
@unfoundation
@spjika
@mozilla
@suzboop
@caravanstudios
@brianpurchia
@risestl
@jj_anastasoff

Top Tweeters in G9:
@jhibbets
@acornsandnuts
@kwyatt23
@cityofdurhamnc
@swelgl
@toughbunny1
@seelgl
@ejaxon
@usgsa
@rahul_ldn

Top Tweeters in G10:
@mheadd
@forestservice
@khoney
@romke
@nkkl
@ericschles
@idavar
@suprenant
@acqalchemist
@18f