civictech, Twitter, 6/23/2022 3:17:26 PM, 278647


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civictech_2022-06-23_08-12-17.xlsx
civictech_2022-06-23_08-12-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
civictech via NodeXL https://bit.ly/39QR9Pi
@codeforpdx
@gsacarnahan
@lukefretwell
@civictechafrica
@citoyennetech
@lindseyvparker
@dustinhaisler
@usdigitalcorps
@charter_africa
@marlenamedford

Top hashtags:
#civictech
#govtech
#sdg16
#peace
#justice
#dataviz

Description:
Description
The graph represents a network of 646 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 23 June 2022 at 15:13 UTC.

The requested start date was Thursday, 23 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 19-hour, 10-minute period from Thursday, 09 June 2022 at 01:31 UTC to Wednesday, 22 June 2022 at 20:41 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 : 646
Unique Edges : 575
Edges With Duplicates : 1135
Total Edges : 1710
Number of Edge Types : 5
Retweet : 427
MentionsInRetweet : 711
Mentions : 370
Tweet : 175
Replies to : 27
Self-Loops : 181
Reciprocated Vertex Pair Ratio : 0.054421768707483
Reciprocated Edge Ratio : 0.103225806451613
Connected Components : 98
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 245
Maximum Edges in a Connected Component : 760
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.667992
Graph Density : 0.00223198214414285
Modularity : 0.505038
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 646 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 23 June 2022 at 15:13 UTC.

The requested start date was Thursday, 23 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 19-hour, 10-minute period from Thursday, 09 June 2022 at 01:31 UTC to Wednesday, 22 June 2022 at 20:41 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 : civictech
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:
[12] https://youtu.be/bHZNh1rrbJU
[5] https://medium.com/civictech/ctin-latest-activity-increasing-awareness-on-the-use-of-civic-tech-to-digitalise-local-government-3ef95dba7d3
[4] https://forum.civictech.se/t/free-software-and-our-fundamental-rights-meetup-with-gabriel-ku-wei-bin-from-fsfe-gothenburg-22nd-june/458
[4] https://www.computronix.com/win-a-portable-theater-package/?utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-_TlaencD0n1QCAGBY5rvIUuY99y4XKVnyUsqCF3p3veRKA7qTTyZe-KkG6aRym4m9HqDRA
[3] https://proudcity.com/digital-government-news-from-proudcity-june-2022/
[3] https://www.riversentiment.app/
[3] https://info.computronix.com/register-today-for-the-posse-lms-webinar-the-lifecycle-of-a-building-permit?hs_preview=LpzHPMri-72959036041
[3] https://resemom.jp/article/2022/06/15/67448.html
[3] https://uracima.jimdofree.com/2022/06/09/%E4%BB%A4%E5%92%8C2%E5%B9%B4%E7%89%88%E5%8D%83%E8%91%89%E7%9C%8C%E8%A6%B3%E5%85%89%E5%85%A5%E8%BE%BC%E5%A0%B1%E5%91%8A%E6%9B%B8%E3%82%92%E3%83%9E%E3%83%83%E3%83%97%E5%8C%96/
[3] https://opportunity.ng/yvote-naija-civictech-hackathon-2022-for-young-socialinnovators-in-nigeria-up-to-5000.html

Top URLs in Tweet in G1:
[3] https://proudcity.com/digital-government-news-from-proudcity-june-2022/
[2] https://civictech.chat/2022/04/customer-experience-government
[2] https://civictech.chat/2022/05/innovating-social-safety-net
[1] https://twitter.com/CodeforAll/status/1538652402617810946
[1] https://medium.com/civictech/ctin-latest-activity-increasing-awareness-on-the-use-of-civic-tech-to-digitalise-local-government-3ef95dba7d3
[1] https://afrotech.com/google-expands-fund-to-help-formerly-incarcerated-people-gain-skills?utm_source=Publicate&utm_medium=email&utm_content=...&utm_campaign=CFA%2006.22
[1] https://okt.to/8GmxOf
[1] https://okt.to/aTHfrV
[1] https://www.youtube.com/c/mysociety
[1] https://www.youtube.com/c/CodeforAll-CivicTech

Top URLs in Tweet in G2:
[12] https://youtu.be/bHZNh1rrbJU
[3] https://medium.com/civictech/ctin-latest-activity-increasing-awareness-on-the-use-of-civic-tech-to-digitalise-local-government-3ef95dba7d3
[3] https://civictech.africa/fat-event/masterclass-successful-storytelling-that-builds-supportive-communities/?sd=1656511200&ed=1656518400
[3] https://www.riversentiment.app/
[2] http://www.hellolamppost.co.uk/blog/100-faqs-on-civic-tech-citizen-participatory-technology-and-everything-in-between/
[2] https://medium.com/civictech/were-are-hiring-events-coordinator-c46f765daa7d
[2] https://mailchi.mp/beta.nyc/june2022
[1] https://twitter.com/Datasketch/status/1534616007117090822
[1] https://form.typeform.com/to/iIPgkqHW
[1] https://codeforall.org/2022/06/14/call-for-proposals-code-for-all-summit-2022/

Top URLs in Tweet in G3:
[3] https://docs.google.com/forms/d/e/1FAIpQLSdDO9N3EON2aYZp20QMg8XA096NZO38WZY3CpkkH0uktEx3qA/viewform?usp=send_form
[1] https://www.developmentdiaries.com/2022/06/apply-bbydi-yvote-naija-civictech-hackathon/
[1] https://twitter.com/CivicHive/status/1534892455568580609

Top URLs in Tweet in G4:
[2] https://twitter.com/USDigitalCorps/status/1539360825470857216
[2] https://twitter.com/GSA_Sonny/status/1539337387255504902
[2] https://jobs.thebridgework.com/jobs/129970316-presidential-innovation-fellow-at-gsa-tts-pif
[1] https://www.gsa.gov/about-us/newsroom/news-releases/gsa-announces-first-cohort-of-40-us-digital-corps-fellows-06212022
[1] https://join.tts.gsa.gov/join/usdc-fellow-experience-supervisor/
[1] https://digitalcorps.gsa.gov/projects/
[1] https://twitter.com/usgsa/status/1539322203396878337
[1] https://www.whitehouse.gov/omb/briefing-room/2022/06/10/preparing-to-welcome-the-2022-u-s-digital-corps/
[1] https://www.youtube.com/watch?v=4bu96Khty20&feature=youtu.be

[1] https://jobs.thebridgework.com/

Top URLs in Tweet in G5:
[1] https://twitter.com/VentureMiami/status/1537908224543690753

Top URLs in Tweet in G6:
[1] https://twitter.com/EPDeu/status/1534886465095737345

Top URLs in Tweet in G8:
[3] https://opportunity.ng/yvote-naija-civictech-hackathon-2022-for-young-socialinnovators-in-nigeria-up-to-5000.html
[2] https://universegist.com/2022/06/09/yvote-naija-civictech-hackathon-2022/
[1] https://digital.gov/2022/06/09/10x-announces-25-new-projects-launching-this-fiscal-year?utm_campaign=DigitalGov
[1] Twitter&utm_content=210993737&utm_medium=social&utm_source=twitter&hss_channel=tw-137454693
[1] https://twitter.com/i/communities/1535105065614442496
[1] https://twitter.com/switzerly/status/1535667829231472643
[1] https://twitter.com/donmoyn/status/1534685475222474753
[1] https://www.challenge.ma/technologie-civique-lunion-africaine-propose-des-bourses-aux-ressortissants-de-7-pays-dont-le-maroc-240472/
[1] https://www.agenceecofin.com/formation/0806-98476-l-union-africaine-propose-des-bourses-aux-professionnels-de-la-technologie-civique-en-afrique
[1] https://scholarshipspotlight.org/yvote-naija-civictech-hackathon-2022

Top URLs in Tweet in G9:
[1] https://twitter.com/DigifyAfrica/status/1539232031556640769
[1] https://medium.com/civictech/ctin-latest-activity-increasing-awareness-on-the-use-of-civic-tech-to-digitalise-local-government-3ef95dba7d3

Top URLs in Tweet in G10:
[1] https://twitter.com/EPDeu/status/1537785485837357056

Top Domains
Top Domains in Tweet in Entire Graph:
[52] twitter.com
[16] medium.com
[14] computronix.com
[12] youtu.be
[11] jimdofree.com
[9] civictech.chat
[8] youtube.com
[6] civictech.guide
[6] google.com
[6] arcgis.com

Top Domains in Tweet in G1:
[7] civictech.chat
[5] twitter.com
[4] proudcity.com
[3] mysociety.org
[2] okt.to
[2] youtube.com
[2] govtech.com
[1] medium.com
[1] afrotech.com
[1] govpilot.com

Top Domains in Tweet in G2:
[12] youtu.be
[11] medium.com
[5] civictech.africa
[3] twitter.com
[3] civictech.guide
[3] riversentiment.app
[2] co.uk
[2] youtube.com
[2] civictechfund.africa
[2] mailchi.mp

Top Domains in Tweet in G3:
[3] google.com
[1] developmentdiaries.com
[1] twitter.com

Top Domains in Tweet in G4:
[5] twitter.com
[3] gsa.gov
[3] thebridgework.com
[1] whitehouse.gov
[1] youtube.com
[1] axios.com

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

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

Top Domains in Tweet in G8:
[6] twitter.com
[3] opportunity.ng
[2] universegist.com
[2] civicunrest.com
[1] digital.gov
[1] challenge.ma
[1] agenceecofin.com
[1] scholarshipspotlight.org
[1] personsofinfrastructure.com
[1] demaincestaujourdhui.online

Top Domains in Tweet in G9:
[1] twitter.com
[1] medium.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[381] civictech
[64] govtech
[49] sdg16
[21] peace
[21] justice
[21] dataviz
[18] localgov
[18] uracima
[18] urayasu
[17] policing



Top Hashtags in Tweet in G1:
[46] civictech
[16] govtech
[6] tictec
[6] sdg16
[4] cfasummit
[3] diggov
[3] localgov
[3] digitalgov
[3] peace
[3] justice

Top Hashtags in Tweet in G2:
[81] civictech
[42] sdg16
[18] peace
[18] justice
[3] transparency
[3] opportunity
[3] technology
[2] climatechange
[2] citizen
[2] participatory

Top Hashtags in Tweet in G3:
[3] civictechhack
[1] yvotenaija
[1] developmentdiaries
[1] thepowerofmythumb
[1] myvotecounts
[1] pvcregistrationinnigeria
[1] getyourpvc
[1] civichivefellowship2022
[1] civictech

Top Hashtags in Tweet in G4:
[23] civictech
[6] govtech
[4] publicservice
[2] fellowship
[2] apply
[1] techforgood
[1] fellowships
[1] thebridgejobs
[1] hiringnow
[1] recruiting

Top Hashtags in Tweet in G5:
[2] civictech

Top Hashtags in Tweet in G6:
[17] civictech
[4] rp22

Top Hashtags in Tweet in G7:
[3] iexec
[3] ssi
[2] decentralized
[1] portugal
[1] web3
[1] oracles

Top Hashtags in Tweet in G8:
[27] civictech
[4] govtech
[2] gamesfordemocracy
[1] 10x
[1] ideation
[1] plus92disrupt
[1] katalystlabs
[1] hbl
[1] rayn
[1] codeforpakistan

Top Hashtags in Tweet in G9:
[9] civictech
[1] globalfact9

Top Hashtags in Tweet in G10:
[5] presidentialhackathon
[3] civictech
[2] taiwan
[1] tech
[1] sdg17
[1] sdg3
[1] sdg16
[1] govtech
[1] impacttech
[1] snfnostos

Top Words
Top Words in Tweet in Entire Graph:
[381] #civictech
[92] civic
[91] between
[90] tech
[64] #govtech
[62] democracy
[62] more
[61] good
[59] electoral
[58] codeforall

Top Words in Tweet in G1:
[46] #civictech
[16] #govtech
[13] more
[13] time
[12] codeforamerica
[12] civic
[12] tech
[12] codeforall
[11] know
[11] folks

Top Words in Tweet in G2:
[81] #civictech
[46] codeforall
[42] #sdg16
[31] tech
[30] civic
[30] relationship
[30] between
[29] join
[25] june
[23] conference

Top Words in Tweet in G3:
[56] electoral
[55] between
[55] 18
[54] nigeria's
[51] democracy
[50] hack
[50] good
[50] win
[50] 5000
[50] 35

Top Words in Tweet in G4:
[27] more
[24] usdigitalcorps
[23] #civictech
[20] public
[19] people
[18] fellows
[18] gsacarnahan
[18] always
[18] great
[18] see

Top Words in Tweet in G5:
[3] sarasti
[3] congrats
[3] francissuarez
[3] erickgavin7
[3] kevin_a_ruiz
[3] antoniodelgad9
[3] mdcollege
[3] rest
[3] venturemiami
[3] team

Top Words in Tweet in G6:
[29] republica
[23] civic
[23] tech
[22] datacipation
[17] #civictech
[13] _africanunion
[12] day
[12] fellows
[12] justice_code
[11] meet

Top Words in Tweet in G7:
[31] oraclesummit
[25] iex_ec
[21] affinidi
[21] kycdao
[21] civictech_libs
[21] hypepartners
[15] iexec
[15] oleg
[13] cto
[13] blockchain

Top Words in Tweet in G8:
[27] #civictech
[6] 2022
[5] yvote
[5] naija
[5] civictech
[5] hackathon
[5] young
[5] social
[5] innovators
[5] nigeria

Top Words in Tweet in G9:
[15] code4africa
[9] strategist
[9] #civictech
[9] make
[8] justinarenstein
[8] miss
[8] markrenja
[8] explain
[8] democracy
[8] more

Top Words in Tweet in G10:
[6] audreyt
[5] rockefellerfdn
[5] taiwaninitalia
[5] lucalfier
[5] taiwaneu
[5] #presidentialhackathon
[5] best
[5] form
[5] active
[4] changemakerslab

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] civic,tech
[54] nigeria's,electoral
[51] electoral,democracy
[50] hack,good
[50] good,win
[50] win,5000
[50] 5000,between
[50] between,18
[50] 18,35
[50] 35,years

Top Word Pairs in Tweet in G1:
[12] civic,tech
[8] hello,folks
[7] #govtech,#civictech
[7] #civictech,#govtech
[6] once,again
[5] codeforhawaii,helping
[5] helping,build
[5] build,hawaii
[5] hawaii,zoning
[5] zoning,atlas

Top Word Pairs in Tweet in G2:
[28] civic,tech
[25] relationship,between
[25] between,#civictech
[23] #civictech,#sdg16
[19] explore,relationship
[18] #peace,#justice
[16] tech,#sdg16
[16] joining,codeforall
[16] codeforall,explore
[16] #sdg16,#peace

Top Word Pairs in Tweet in G3:
[54] nigeria's,electoral
[51] electoral,democracy
[50] hack,good
[50] good,win
[50] win,5000
[50] 5000,between
[50] between,18
[50] 18,35
[50] 35,years
[50] years,passionate

Top Word Pairs in Tweet in G4:
[18] always,great
[18] great,see
[18] see,more
[18] more,people
[18] people,saying
[18] saying,yes
[18] yes,public
[18] public,service
[18] service,dedicating
[18] dedicating,time

Top Word Pairs in Tweet in G5:
[3] congrats,francissuarez
[3] francissuarez,erickgavin7
[3] erickgavin7,kevin_a_ruiz
[3] kevin_a_ruiz,antoniodelgad9
[3] antoniodelgad9,mdcollege
[3] mdcollege,rest
[3] rest,venturemiami
[3] venturemiami,team
[2] sarasti,congrats
[2] team,fo

Top Word Pairs in Tweet in G6:
[23] civic,tech
[12] day,republica
[11] meet,_africanunion
[11] _africanunion,civic
[11] tech,fellow
[11] fellow,courteney
[11] courteney,excited
[11] excited,represent
[11] represent,justice_code
[11] justice_code,republica

Top Word Pairs in Tweet in G7:
[17] oraclesummit,affinidi
[17] affinidi,kycdao
[17] kycdao,civictech_libs
[17] civictech_libs,hypepartners
[16] iex_ec,oraclesummit
[13] iexec,cto
[13] cto,oleg
[13] blockchain,oraclesummit
[9] self,sovereign
[8] oleg,during

Top Word Pairs in Tweet in G8:
[5] yvote,naija
[5] naija,civictech
[5] civictech,hackathon
[5] hackathon,2022
[5] young,social
[5] social,innovators
[5] innovators,nigeria
[4] 2022,young
[4] nigeria,000
[2] #civictech,#govtech

Top Word Pairs in Tweet in G9:
[8] miss,code4africa
[8] code4africa,strategist
[8] strategist,markrenja
[8] markrenja,explain
[8] explain,#civictech
[8] #civictech,make
[8] make,democracy
[8] democracy,more
[8] more,accessible
[7] justinarenstein,miss

Top Word Pairs in Tweet in G10:
[5] audreyt,rockefellerfdn
[5] rockefellerfdn,taiwaninitalia
[5] taiwaninitalia,lucalfier
[5] lucalfier,taiwaneu
[5] taiwaneu,#presidentialhackathon
[5] #presidentialhackathon,best
[5] best,form
[5] form,active
[4] changemakerslab,audreyt
[4] active,citize

Top Replied-To
Top Replied-To in Entire Graph:
@iex_ec
@martinfdream
@audreyt
@strangetimespdx
@beckbjj
@naticarfi
@gcazcarra
@yentasupenta
@ajchegustavo
@noneck

Top Replied-To in G1:
@strangetimespdx
@africtivistes

Top Replied-To in G2:
@johngreenotunga
@naticarfi
@noneck
@charter_africa

Top Replied-To in G4:
@jenstrickland

Top Replied-To in G5:
@dustinhaisler

Top Replied-To in G7:
@iex_ec
@martinfdream
@iexecp
@nicmarcholas
@jochemderoos1

Top Replied-To in G10:
@audreyt

Top Mentioned
Top Mentioned in Entire Graph:
@brainbuilders01
@codeforall
@oraclesummit
@republica
@un
@civictechafrica
@charter_africa
@usdigitalcorps
@datacipation
@affinidi

Top Mentioned in G1:
@codeforamerica
@civictechchat
@codeforall
@getproudcity
@civictechafrica
@govtechnews
@codeforhawaii
@marlenamedford
@pwtaylor
@mysociety

Top Mentioned in G2:
@codeforall
@un
@charter_africa
@civictechafrica
@sentinelproject
@johngreenotunga
@gaamac_org
@datasketch
@kwekuafedzi
@betanyc

Top Mentioned in G3:
@brainbuilders01
@yvotenaija
@jairusawo
@optimistic_ade
@dev_diaries
@daisiomokungbe
@seunonigbinde
@promadng

Top Mentioned in G4:
@usdigitalcorps
@gsacarnahan
@gsa_tts
@pifgov
@18f
@usds
@cfpb
@cisagov
@hhsgov
@statedept

Top Mentioned in G5:
@sarasti
@francissuarez
@erickgavin7
@kevin_a_ruiz
@antoniodelgad9
@mdcollege
@venturemiami
@cityofmiami
@reneeautumnray
@jensanders212

Top Mentioned in G6:
@republica
@datacipation
@_africanunion
@justice_code
@epdeu
@auyouthprogram
@gizafricanunion
@mambo
@leonhemkemeyer

Top Mentioned in G7:
@oraclesummit
@affinidi
@kycdao
@civictech_libs
@hypepartners
@iex_ec
@iexecp
@jon_mcmlvii
@jochemderoos1
@oleg_lodygensky

Top Mentioned in G9:
@code4africa
@justinarenstein
@markrenja
@civictechafrica
@factchecknet

Top Mentioned in G10:
@audreyt
@rockefellerfdn
@taiwaninitalia
@lucalfier
@taiwaneu
@changemakerslab
@g0vtw
@leemeichun
@mingsho_ho

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@fabriciosx
@opensource_orgs
@ricardo_ik_ahau
@matthew_c_perry
@publictrend
@designthinkbot
@dwnews
@pyscalellc

Top Tweeters in G1:
@astoldbysly
@codeforpdx
@urbnfabric
@govtechnews
@dacresni
@codeforamerica
@intlcodecouncil
@kowyatt
@nikeshbalami
@mzagaja

Top Tweeters in G2:
@mashanubian
@seigla
@ghanaleaksblog
@mrtebzaa
@aliamsi
@un
@noneck
@munyabloggo
@naticarfi
@chantalenaidoo

Top Tweeters in G3:
@tripdarlyn
@babaidris090
@optimistic_ade
@adeyefapeter
@seunonigbinde
@theprincelyx
@peng_writer
@kolojesse
@olaideolawuwo
@alausaissasanni

Top Tweeters in G4:
@thesiliconhill
@jag_____
@madhavanpallan
@ajkandy
@sglassmeyer
@statedept
@cydharrell
@laurenancona
@khoney
@deptvetaffairs

Top Tweeters in G5:
@morganwright_us
@greendrv
@cityofmiami
@francissuarez
@mdcollege
@mikebloomberg
@dustinhaisler
@reneeautumnray
@sarasti
@jay_nath

Top Tweeters in G6:
@dwnews
@lesegothinane
@auyouthprogram
@republica
@4lowthemoney
@namataik_
@_africanunion
@mawuenaadjeidu
@drewfremen
@olafscholz

Top Tweeters in G7:
@jon_mcmlvii
@andrewdart4u
@jochemderoos1
@legatusxciv
@lothbrok_cmx
@doru5s
@iex_ec
@hehaiwu
@civickey
@stealthedeal1

Top Tweeters in G8:
@publictrend
@theindiagist
@emilytav
@homata
@patrickm02l
@kescholarship
@digital_gov
@ggonjourney
@saandr0o
@josephuphilip

Top Tweeters in G9:
@cryptonait
@murendi
@fkatwinksss
@chrisroper
@ngelecheijep
@fromthehip
@dt_mwenda
@factchecknet
@sudhakarudumula
@code4africa

Top Tweeters in G10:
@rockefellerfdn
@vasili16
@lucalfier
@changemakerslab
@taiwaneu
@taiwaninitalia
@audreyt
@impacttechorg
@ntu_sociology
@segita_program