#data4good, Twitter, 10/17/2019 3:24:10 PM, 213304


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#data4good_2019-10-17_08-19-13.xlsx
#data4good_2019-10-17_08-19-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 17, 2019
Short Description:
#data4good via NodeXL http://bit.ly/2Bq5YDj
@kirkdborne
@theadamgabriel
@nvsdata
@datakinduk
@johngmcnutt
@analyticsfr
@werobotics
@calcaware
@data_orchard
@drivendataorg

Top hashtags:
#data4good
#datascience
#bigdata
#ai
#geospatial
#data
#machinelearning
#opendata

Description:
Description
The graph represents a network of 423 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 October 2019 at 15:19 UTC.

The requested start date was Monday, 14 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 11-hour, 49-minute period from Monday, 30 September 2019 at 02:59 UTC to Sunday, 13 October 2019 at 14:49 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://dy.si/TQVx8
[13] https://www.boozallen.com/s/insight/thought-leadership/combating-human-trafficking-using-data-science-.html
[12] https://dy.si/fcggJ
[11] https://engage.bah.com/Article/Redirect/42dec3c3-f4f5-4207-b6c6-ef0d93fa4eaa?uc=30185&g=45d288be-2681-4587-9070-85c8d8fad02b&f=78988
[9] https://www.bilanz.ch/people/sonja-betschart-0?utm_content=buffer4998d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://dy.si/qbGRP
[5] https://dy.si/1HhcY2
[4] https://www.drivendata.org/competitions/58/disaster-response-roof-type/
[4] https://dy.si/VTfq852
[4] https://twitter.com/smartdata101/status/1182286480481378306

Top URLs in Tweet in G1:
[19] https://dy.si/TQVx8
[12] https://www.boozallen.com/s/insight/thought-leadership/combating-human-trafficking-using-data-science-.html
[11] https://dy.si/fcggJ
[10] https://engage.bah.com/Article/Redirect/42dec3c3-f4f5-4207-b6c6-ef0d93fa4eaa?uc=30185&g=45d288be-2681-4587-9070-85c8d8fad02b&f=78988
[4] https://dy.si/1HhcY2
[4] https://dy.si/qbGRP
[3] https://dy.si/VTfq852
[2] https://www.amazon.com/gp/product/9332543518/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=9332543518&linkCode=as2&tag=kirkdborne-20&linkId=61f6694496382e3d37accf3a36aace8f
[2] https://engage.bah.com/Article/Redirect/668aab4e-4837-4f85-9d52-136a508c7e6c?uc=30185&g=74a5e999-9b38-449b-be09-4d0120954786&f=94413
[2] https://dy.si/BAWcwD

Top URLs in Tweet in G2:
[1] https://dy.si/TQVx8
[1] https://dy.si/qbGRP
[1] https://www.youtube.com/watch?v=mm7bEoEtQjc

[1] https://hasgeek.com/fifthelephant/2019/schedule/an-open-assistive-translation-framework-for-indic-language-samantar-ZGBQhJXSv2NWnRPyNyfDej
[1] https://twitter.com/Agami_In/status/1181890900793839617
[1] https://emekaboris.hashnode.dev/i-cleaned-xenophobia-dataset-for-analyst-ck0mt7igl000edbs1kddr50eq
[1] https://www.charitydigitalnews.co.uk/2019/08/06/why-charities-need-to-go-back-to-basics-to-benefit-from-ai-and-data-science/
[1] https://dataliteracy.github.io

Top URLs in Tweet in G3:
[9] https://www.bilanz.ch/people/sonja-betschart-0?utm_content=buffer4998d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://blog.werobotics.org/2019/10/02/the-cargo-drone-code-of-conduct/?utm_content=buffer2b7c9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.werobotics.org/2019/10/02/the-cargo-drone-code-of-conduct/?utm_content=buffer8a345&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.werobotics.org/2019/09/27/in-nigeria-a-new-flying-labs-takes-flight/?utm_content=buffer6fab6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.werobotics.org/2019/09/25/flyinglabsday-this-is-the-power-of-local/?utm_content=buffer364ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.werobotics.org/2019/09/27/in-nigeria-a-new-flying-labs-takes-flight/?utm_content=buffer2fb07&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://mailchi.mp/werobotics/subscribe?utm_content=buffer5c93b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.werobotics.org/2019/08/01/healthrobotics-how-to-launch-a-successful-public-health-project-using-cargo-drones/?utm_content=buffer267c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.werobotics.org/2019/10/08/open-ai-caribbean-challenge-mapping-disaster-risk-from-aerial-imagery/?utm_content=buffera6321&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.werobotics.org/2019/09/27/in-nigeria-a-new-flying-labs-takes-flight/?utm_content=bufferbe5bd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[3] http://drivendata.co/#team
[3] https://www.drivendata.org/competitions/58/disaster-response-roof-type/
[2] https://www.drivendata.org/competitions/54/machine-learning-with-a-heart/
[1] https://github.com/drivendataorg/senior-data-science
[1] https://twitter.com/chainsofopacity/status/1179154918592012288
[1] http://drivendata.co/blog/intro-to-machine-learning-social-impact/#.XJuM81U9VU0.twitter
[1] https://github.com/drivendataorg/americas-next-top-statistical-model
[1] https://github.com/drivendataorg/keeping-it-fresh
[1] https://github.com/drivendataorg/box-plots-for-education
[1] https://www.intel.ai/ai-ethics-toolkits/?spredfast-trk-id=sf208505013#gs.bnKXWOcP?utm_campaign=2019-Q1-Global-AI-Always-On-IntelAI_TW&utm_source=twitter&utm_medium=social&utm_content=ethics_toolkit_Static_Stock&utm_keyword=NA&cid=2019-Q1-Global-AI-Always-On-IntelAI_TW

Top URLs in Tweet in G5:
[3] https://www.socialenterprise.org.uk/wp-content/uploads/2019/10/Capitalism-in-Crisis-State-of-Social-Enterprise-Report-2019.pdf
[2] https://www.dataorchard.org.uk/data-maturity-assessment-tool
[2] https://twitter.com/data_orchard/status/1180014857900494850
[1] http://dataorchard.co.uk/becoming-data-savvy-how-far-can-12-months-take-you/
[1] https://twitter.com/SocialEnt_UK/status/1181164005232185346
[1] https://datamaturity.dataorchard.org.uk/

Top URLs in Tweet in G6:
[1] https://www.md.undp.org/content/moldova/en/home/presscenter/pressreleases/2019/inscrie-te-la-_urban-mobility-hachathon--hack-the-traffic-in-chi.html
[1] https://docs.google.com/forms/d/1I1yos-K6Fv0v7m_nTo-KOR4fwNnmiLDR7C8u4kdwpRE/viewform?ts=5d920a01&edit_requested=true&fbclid=IwAR3l-xy2l0093pswo079WyFtKkrAa5Jmvf7eElWI9S2j41rN8mXA15LqrUs
[1] https://twitter.com/undpmoldova/status/1181214882928173064

Top URLs in Tweet in G7:
[1] https://dy.si/TxdN7G2
[1] https://twitter.com/kyleserikawa/status/1178820949887442945
[1] https://www.intertrust.com/company/events/privacy-summit-fall-2019/
[1] http://2.sas.com/601518Nm3
[1] https://lnkd.in/e83tHRA
[1] https://www.obforum.com/analytics4society/ai-for-society
[1] https://www.linkedin.com/slink?code=eCZXB_s
[1] https://twitter.com/tanbrown1/status/1182092648632352770
[1] http://Qlik.org
[1] https://www.linkedin.com/slink?code=fqYMtWF

Top URLs in Tweet in G8:
[1] https://www.idealist.org/en/nonprofit-job/e2ec7d040e6e48579d6b6bad2c23ac1f-data-analyst-the-fund-for-public-health-in-new-york-city-inc-new-york
[1] https://techjobsforgood.com/jobs/1140/?ck_subscriber_id=275965662
[1] https://www.idealist.org/en/nonprofit-job/1910d68afbdf4b63bc7127bf97d3a12f-research-data-coordinator-nonprofit-new-york-new-york
[1] https://www.linkedin.com/slink?code=ezjaHPG
[1] https://twitter.com/thoughtspot/status/1179796670868967426

Top URLs in Tweet in G10:
[4] https://twitter.com/smartdata101/status/1182286480481378306
[3] https://twitter.com/kidscancerproj/status/1182007969048928262
[1] https://www.linkedin.com/pulse/special-case-analytics-data4good-spirit-olympics-badshah-mukherjee
[1] https://www.linkedin.com/pulse/r-recovery-so-data-josh-morgan-psyd/
[1] https://khn.org/news/want-to-reduce-suicides-follow-the-data-to-medical-offices-motels-and-even-animal-shelters/
[1] https://twitter.com/sassoftware/status/1182301981706199042
[1] https://www.thekidscancerproject.org.au/stories/october-2019/data-the-secret-ingredient-for-success

Top Domains
Top Domains in Tweet in Entire Graph:
[52] dy.si
[46] twitter.com
[14] bah.com
[14] werobotics.org
[13] boozallen.com
[9] bilanz.ch
[8] github.com
[8] org.uk
[6] drivendata.org
[6] linkedin.com

Top Domains in Tweet in G1:
[43] dy.si
[13] bah.com
[12] boozallen.com
[3] twitter.com
[2] amazon.com
[2] ac.uk
[1] blueocean.net

Top Domains in Tweet in G2:
[2] dy.si
[1] youtube.com
[1] hasgeek.com
[1] twitter.com
[1] hashnode.dev
[1] co.uk
[1] github.io

Top Domains in Tweet in G3:
[14] werobotics.org
[9] bilanz.ch
[1] mailchi.mp

Top Domains in Tweet in G4:
[8] github.com
[5] drivendata.org
[4] drivendata.co
[1] twitter.com
[1] intel.ai
[1] sas.com

Top Domains in Tweet in G5:
[6] org.uk
[3] twitter.com
[1] co.uk

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

Top Domains in Tweet in G7:
[13] twitter.com
[6] dy.si
[2] linkedin.com
[1] intertrust.com
[1] sas.com
[1] lnkd.in
[1] obforum.com
[1] qlik.org
[1] boozallen.com
[1] bah.com

Top Domains in Tweet in G8:
[2] idealist.org
[1] techjobsforgood.com
[1] linkedin.com
[1] twitter.com

Top Domains in Tweet in G10:
[8] twitter.com
[2] linkedin.com
[1] khn.org
[1] org.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[252] data4good
[88] datascience
[68] bigdata
[66] ai
[38] geospatial
[36] data
[35] machinelearning
[31] opendata
[23] techforgood
[21] ai4socialgood



Top Hashtags in Tweet in G1:
[58] bigdata
[50] datascience
[41] ai
[35] data4good
[32] geospatial
[26] machinelearning
[25] opendata
[18] ai4socialgood
[16] govtech
[13] humantrafficking

Top Hashtags in Tweet in G2:
[22] data4good
[8] seeds4good
[8] seedsofcdl
[8] tech4good
[8] design4change
[7] datascience
[6] vcawards2019
[5] xenophobia
[5] wenogetpresident
[5] feshnlp

Top Hashtags in Tweet in G3:
[20] data4good
[18] techforgood
[9] digitalshapers19
[7] flyinglabs
[4] poweroflocal
[4] drones
[4] publichealth
[1] flyinglabsday
[1] socialgood
[1] resilience

Top Hashtags in Tweet in G4:
[18] data4good
[12] code
[11] data
[10] datascientist
[10] ai
[8] opensource
[5] ethics
[5] deon
[3] machinelearning
[1] datascience

Top Hashtags in Tweet in G5:
[10] data4good
[4] buysocial
[3] charity
[3] socialenterprise
[2] nonprofit
[2] data4goodtool
[2] socent
[1] socialvalue
[1] dataforgood
[1] datamaturity

Top Hashtags in Tweet in G6:
[12] smartcity
[11] hackathon
[8] chisinau
[8] datascience
[3] data4good
[1] orangesystems

Top Hashtags in Tweet in G7:
[24] data4good
[9] datascience
[8] ai
[8] bigdata
[5] geospatial
[4] machinelearning
[3] govtech
[3] sdgs
[3] ai4socialgood
[2] datadriven

Top Hashtags in Tweet in G8:
[12] data4good
[8] job
[3] aiforgood
[3] data
[3] analytics
[2] dssg
[1] d4gx
[1] beyond2019
[1] ds4gx

Top Hashtags in Tweet in G9:
[10] data4good
[5] data
[1] dataprocessingservice
[1] techforgood

Top Hashtags in Tweet in G10:
[13] data4good
[4] data
[2] sciencesolutionssurvival
[2] art
[2] analytics
[2] miaw
[2] saslife
[1] wholeperson
[1] mentalillness
[1] mentalillnessawarenessweek

Top Words
Top Words in Tweet in Entire Graph:
[466] Words in Sentiment List#1: Positive
[133] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10470] Non-categorized Words
[11069] Total Words
[252] #data4good
[118] data
[107] kirkdborne
[88] #datascience
[83] â

Top Words in Tweet in G1:
[96] kirkdborne
[69] â
[58] #bigdata
[50] #datascience
[41] #ai
[35] #data4good
[32] #geospatial
[31] boozallen
[28] ht
[27] mapping

Top Words in Tweet in G2:
[23] data
[22] #data4good
[16] civicdatalab
[12] justice
[10] look
[8] new
[8] #seeds4good
[8] #seedsofcdl
[8] #tech4good
[8] #design4change

Top Words in Tweet in G3:
[34] werobotics
[20] #data4good
[19] drone
[18] #techforgood
[15] help
[14] various
[13] indiaflyinglabs
[13] actively
[13] helped
[13] 2019

Top Words in Tweet in G4:
[18] #data4good
[17] use
[17] drivendataorg
[15] challenge
[14] open
[13] competition
[12] #code
[12] winners
[11] submitted
[11] #data

Top Words in Tweet in G5:
[32] launch
[23] data_orchard
[21] data
[20] new
[18] tool
[17] brand
[17] online
[17] maturity
[17] self
[17] assessment

Top Words in Tweet in G6:
[16] want
[16] hack
[16] traffic
[16] chisinau
[12] #smartcity
[11] help
[11] #hackathon
[8] undpmoldova
[8] contribute
[8] #chisinau

Top Words in Tweet in G7:
[24] #data4good
[14] â
[12] ã
[9] #datascience
[8] #ai
[8] kirkdborne
[8] #bigdata
[7] ãƒ
[5] #geospatial
[4] #machinelearning

Top Words in Tweet in G8:
[12] #data4good
[8] #job
[8] alert
[6] datakind
[6] nonprofit
[4] new
[4] looking
[4] hire
[4] friends
[4] thorn

Top Words in Tweet in G9:
[11] ukauthority
[10] #data4good
[9] today
[7] conference
[5] #data
[5] pleased
[5] nhsdigital
[5] participating
[5] discussion
[5] gspearing

Top Words in Tweet in G10:
[13] #data4good
[7] sassoftware
[4] #data
[3] sincere
[3] thanks
[3] generous
[3] expertise
[3] program
[3] _suzlangton
[3] campus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[69] â,â
[30] ht,kirkdborne
[25] #bigdata,#opendata
[21] noaa,launches
[21] launches,coastal
[21] coastal,flooding
[21] flooding,dashboard
[21] dashboard,#bigdata
[21] #opendata,#geospatial
[21] theadamgabriel,ht

Top Word Pairs in Tweet in G1:
[58] â,â
[28] ht,kirkdborne
[23] #bigdata,#opendata
[19] theadamgabriel,ht
[19] noaa,launches
[19] launches,coastal
[19] coastal,flooding
[19] flooding,dashboard
[19] dashboard,#bigdata
[19] #opendata,#geospatial

Top Word Pairs in Tweet in G2:
[8] #seeds4good,#seedsofcdl
[8] #seedsofcdl,#data4good
[8] #data4good,#tech4good
[8] #tech4good,#design4change
[6] super,excited
[6] excited,win
[6] win,challenge
[6] challenge,co
[6] co,create
[6] create,justice

Top Word Pairs in Tweet in G3:
[15] #techforgood,#data4good
[13] indiaflyinglabs,actively
[13] actively,helped
[13] helped,2019
[13] 2019,flood
[13] flood,cyclone
[13] cyclone,situations
[13] situations,various
[9] co,founder
[9] founder,sobetschart

Top Word Pairs in Tweet in G4:
[11] #code,submitted
[11] submitted,winners
[10] aerial,imagery
[8] competition,partnership
[8] released,under
[8] under,#opensource
[8] #opensource,license
[8] #datascientist,#data4good
[8] open,#ai
[8] #ai,caribbean

Top Word Pairs in Tweet in G5:
[17] brand,new
[17] new,online
[17] online,data
[17] data,maturity
[17] maturity,self
[17] self,assessment
[17] assessment,tool
[16] very,exciting
[16] exciting,launch
[16] launch,announcement

Top Word Pairs in Tweet in G6:
[16] hack,traffic
[8] want,contribute
[8] contribute,#smartcity
[8] #smartcity,#chisinau
[8] #chisinau,help
[8] help,hack
[8] traffic,#hackathon
[8] traffic,chisinau
[8] chisinau,passionate
[8] passionate,#datascience

Top Word Pairs in Tweet in G7:
[11] â,â
[4] ã,ãƒ
[4] ãƒ,ã
[3] ã,ã
[3] #bigdata,#datascience
[2] ãƒ,ãƒ
[2] #data4good,#sdgs
[2] #datascience,#machinelearning
[2] gt,gt
[2] #datascience,#data4good

Top Word Pairs in Tweet in G8:
[8] #data4good,#job
[8] #job,alert
[5] datakind,#data4good
[4] looking,hire
[4] alert,friends
[4] friends,thorn
[4] thorn,nonprofit
[4] nonprofit,focused
[4] focused,building
[4] building,technology

Top Word Pairs in Tweet in G9:
[7] ukauthority,#data4good
[7] conference,today
[5] pleased,nhsdigital
[5] nhsdigital,participating
[5] participating,discussion
[5] discussion,ukauthority
[5] #data4good,conference
[5] today,gspearing
[4] government,needs
[4] needs,put

Top Word Pairs in Tweet in G10:
[3] sincere,thanks
[3] thanks,generous
[3] generous,expertise
[3] expertise,sassoftware
[3] sassoftware,#data4good
[3] #data4good,program
[3] _suzlangton,#data4good
[2] braidwoodboys,sincere
[2] partnership,sassoftware
[2] sassoftware,produced

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@werobotics
@boozallen
@data_orchard
@theadamgabriel
@drivendataorg
@civicdatalab
@indiaflyinglabs
@polaris_project
@diu_x

Top Mentioned in G1:
@kirkdborne
@boozallen
@theadamgabriel
@polaris_project
@diu_x
@noaa
@analyticsfr
@uscensusbureau
@glasgowcc
@govloop

Top Mentioned in G2:
@civicdatalab
@datakinduk
@unisouthampton
@tgyateng
@astroadamh
@emeka_boris
@theadamgabriel
@hannahunderwd
@tedxnewcastle
@fifthel

Top Mentioned in G3:
@werobotics
@indiaflyinglabs
@sobetschart
@bilanz
@ugflyinglabs
@wildlifedrones
@hhi
@analyticsfr

Top Mentioned in G4:
@drivendataorg
@ibmresearch
@jayyqi
@erstrategies
@matlab
@mathworks
@darsihmad
@thisismetis
@aarp
@intelai

Top Mentioned in G5:
@data_orchard
@sociale
@socialent_uk
@advicehfd
@thecartshed
@madspinks

Top Mentioned in G6:
@undpmoldova
@jducarroz
@surugiuolga
@esa_eo
@milab_md
@undp_innovation
@orangemd

Top Mentioned in G8:
@datakind
@thorn
@biscorecard
@thoughtspot
@fphnyc
@nonprofitny
@datarobot
@carnegiemellon

Top Mentioned in G9:
@ukauthority
@nhsdigital
@gspearing
@juliet_w
@andrewmeyer3
@nhsx
@naoorguk
@bazmoult
@ajlugtigheid

Top Mentioned in G10:
@sassoftware
@_suzlangton
@linkedin
@braidwoodboys
@kidscancerproj
@drjosh
@techwirenet

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@chidambara09
@pvalsfr
@santchiweb
@calcaware
@nicochan33
@caring_mobile
@andytoronto
@ciangaia
@educationweek

Top Tweeters in G1:
@arkangelscrap
@chidambara09
@pvalsfr
@santchiweb
@nicochan33
@akdm_bot
@thecuriousluke
@kirkdborne
@domingonarvaez1
@justbementalist

Top Tweeters in G2:
@xaelbot
@nvsdata
@unisouthampton
@johngmcnutt
@ravinepal
@street_league
@sasidhar123456
@astroadamh
@thedigitalmonk
@poshandcrabby

Top Tweeters in G3:
@calcaware
@nordicgeo
@darthspader747
@heatherlagarde
@hirider750
@patrickmeier
@sangeetha_6
@bilanz
@autodeskfdn
@hhi

Top Tweeters in G4:
@hal_9000_ai
@colourspeak
@ethicsretweet
@aarp
@muktabh
@worldbank
@tableau
@ibmresearch
@sas_cares
@thisismetis

Top Tweeters in G5:
@socentlive
@ribblevalleysue
@howardlake
@socialent_uk
@ncvo
@likeaword
@ekoner
@rsociali
@public_profit
@mikerspencer

Top Tweeters in G6:
@ciangaia
@nicolaeapostu
@salhaj
@esa_eo
@sergiuprt
@undp_innovation
@allyce_campos
@undpmoldova
@liaplamadeala
@laurabohantova

Top Tweeters in G7:
@sta
@rlingle
@sas_dach
@sassoftwareuki
@nicghtmare
@nelliesworld
@warrigalceo
@data2insight
@tinagoodwin99
@anicarenaud

Top Tweeters in G8:
@jadp
@mrgunn
@carnegiemellon
@biscorecard
@datarobot
@datakind
@thorn
@shakwei
@nevianazhgaba
@probnotabot

Top Tweeters in G9:
@nickmhalliday
@thepublicpurse
@em606
@ukauthority
@bazmoult
@jonathanbliss
@nhsdigital
@naoorguk
@gspearing
@ajlugtigheid

Top Tweeters in G10:
@sassoftware
@bristowcolin
@linkedin
@pridgeefx
@caltew
@drjosh
@kidscancerproj
@techwirenet
@therisingsun100
@braidwoodboys