#ddj, Twitter, 1/9/2019 2:58:22 AM, 181239


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#ddj_2019-01-08_18-48-10.xlsx
#ddj_2019-01-08_18-48-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 09, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2CZntw1
@indeadline
@ddjournalism
@e2d3org
@jburnmurdoch
@onyilam
@gijn
@albertocairo
@sdbernard
@digiphile
@ashot_

Top hashtags:
#ddj
#dataviz
#data
#html5
#infographics
#e2d3
#excel
#d3js
#github
#datavizualization

Description:
Description
The graph represents a network of 523 Twitter users whose tweets in the requested range contained "#ddj", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 09 January 2019 at 02:48 UTC.

The requested start date was Monday, 07 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 6.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 22-hour, 52-minute period from Tuesday, 01 January 2019 at 01:14 UTC to Monday, 07 January 2019 at 00:06 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 : 523
Unique Edges : 717
Edges With Duplicates : 174
Total Edges : 891
Number of Edge Types : 3
Mentions : 742
Tweet : 142
Replies to : 7
Self-Loops : 142
Reciprocated Vertex Pair Ratio : 0.0129124820659971
Reciprocated Edge Ratio : 0.0254957507082153
Connected Components : 48
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 370
Maximum Edges in a Connected Component : 679
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.441423
Graph Density : 0.00258602375039376
Modularity : 0.719917
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://twitter.com/sara__weber/status/1081950904671240192
[13] https://gijn.org/2018/12/27/the-25-best-data-visualizations-of-2018/
[12] https://mailchi.mp/acbb3a87ec1c/voyd-veri-bulteni-11
[9] https://www.datasciencecentral.com/video/building-a-compelling-argument-with-data
[8] http://cplusj.org/
[7] http://www.storybench.org/the-future-of-machine-learning-in-journalism/?utm_campaign=Data_Elixir&utm_medium=social
[7] http://www.storybench.org/the-future-of-machine-learning-in-journalism/
[7] https://funkeinteraktiv.github.io/geo-data-merger/
[6] https://gijn.org/2018/12/20/gijns-data-journalism-top-10-in-2018-visual-vocabulary-eclectic-visualization-google-dataset-search-laughing-in-parliament/
[6] https://github.com/BBC-Data-Unit/rail-fare-increases-2019

Top URLs in Tweet in G1:
[1] http://www.pewsocialtrends.org/2018/12/17/gender-and-jobs-in-online-image-searches/

Top URLs in Tweet in G2:
[12] https://gijn.org/2018/12/27/the-25-best-data-visualizations-of-2018/
[3] https://gijn.org/2018/12/20/gijns-data-journalism-top-10-in-2018-visual-vocabulary-eclectic-visualization-google-dataset-search-laughing-in-parliament/
[2] https://projekte.sueddeutsche.de/artikel/wirtschaft/miete-wohnen-in-der-krise-e687627/
[2] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/
[1] https://projekte.sueddeutsche.de/artikel/politik/die-afd-im-bundestag-e362724/
[1] https://www.ire.org/awards/ire-awards/faq/
[1] https://medium.com/we-are-colorblind/designing-with-the-colorblind-in-mind-will-improve-your-design-for-everyone-5c25ecfcde64
[1] https://docs.google.com/forms/d/e/1FAIpQLSeDcm9j3rLwyY-zoQJlIndAeTgmgtO_y8LRONAkDqtGbyoZCw/viewform?usp=send_form
[1] https://medium.com/@haddadme/my-10-key-takeaways-from-the-new-data-journalism-handbook-553e1814f0fb
[1] http://www.niemanlab.org/collection/predictions-2019/

Top URLs in Tweet in G3:
[2] https://subscribe.ft.com/barrier/logic?location=https%3A%2F%2Fig.ft.com%2Findia-pollution%2F&referer=&classification=conditional_standard
[2] https://www.ft.com/content/db675edc-c7f2-11e8-86e6-19f5b7134d1c
[1] https://subscribe.ft.com/barrier/logic?location=https%3A%2F%2Fig.ft.com%2Fchina-pollution%2F&referer=&classification=conditional_standard
[1] https://www.ft.com/content/9c2b9d92-a45b-11e8-8ecf-a7ae1beff35b
[1] https://www.ft.com/content/82ca2e3c-6369-11e8-90c2-9563a0613e56
[1] https://s.e2d3.org/9f39574/44136fa/a1b61dcd1396b1c0cf2d12ca7eb97e25

Top URLs in Tweet in G4:
[2] https://www.leicestermercury.co.uk/news/leicester-news/leicester-named-best-connected-english-2381927
[2] https://link.medium.com/KhKQeDgWaT
[2] https://twitter.com/maartenzam/status/1079673416884645888
[1] https://www.chroniclelive.co.uk/news/north-east-news/revealed-easiest-hardest-places-pass-15629089
[1] https://www.gov.uk/government/collections/driving-tests-and-instructors-statistics#data-by-driving-test-centre
[1] https://www.gov.uk/government/statistical-data-sets/journey-time-statistics-data-tables-jts
[1] https://twitter.com/getleics/status/1080491064253911040
[1] https://twitter.com/guardiannews/status/1079688782486687745
[1] https://gijn.org/2018/12/27/the-25-best-data-visualizations-of-2018/
[1] https://twitter.com/haddadme/status/1079755987119001600

Top URLs in Tweet in G5:
[8] http://cplusj.org/
[6] https://channel9.msdn.com/Events/Machine-Learning-and-Data-Sciences-Conference/Data-Science-Summit-2016/MSDSS11?ocid=player
[3] http://cplusj.org/program
[1] http://cplusj.org/attending
[1] http://ccs.miami.edu/cj-registration
[1] http://www.niemanlab.org/2018/12/i-went-to-node-js-because-i-wished-to-live-deliberately/

Top URLs in Tweet in G6:
[3] http://www.verigazeteciligi.com/datalab-veriyi-iyi-anlamayi-saglayan-etkilesimli-arac/
[2] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019/
[2] https://datajournalismawards.org/register/?utm_source=DJA+media+partners&utm_campaign=83b71e416c-EMAIL_CAMPAIGN_2017_11_17_COPY_01&utm_medium=email&utm_term=0_fa9d1ade60-83b71e416c-
[2] http://www.verigazeteciligi.com/mapshaper-harita-verilerini-duzenler/
[2] http://www.verigazeteciligi.com/2019-veri-gazeteciligi-odulleri-icin-basvurular-alinmaya-basladi/
[1] https://infogram.com/blog/best-infogram-projects-2018/
[1] https://infogram.com/misinformation-and-fake-news-1hnp27vxldny2gq?live
[1] http://www.verigazeteciligi.com/yolsuzlugun-sistem-oldugu-ulkede-veri-gazeteciligi-ornekleri/
[1] http://www.verigazeteciligi.com/akademisyen-lisansustu-ogrencilerine-yonelik-disiplinler-arasi-butunlestirilmis-egitim-r-programlama-dili-ile-veri-analizi/
[1] https://datajournalismawards.org/register/?utm_source=DJA+media+partners&utm_campaign=83b71e416c-EMAIL_CAMPAIGN_2017_11_17_COPY_01

Top URLs in Tweet in G7:
[1] http://towcenter.org/blog/debugging-the-backlash-to-data-journalism/
[1] https://twitter.com/jayrosen_nyu/status/1081393397355737088
[1] https://twitter.com/dataeditor/status/1080497467882385408
[1] https://twitter.com/maryjowebster/status/1080831051981877249?s=21
[1] http://www.niemanlab.org/2019/01/data-journalism-goes-undercover/

Top URLs in Tweet in G8:
[3] https://twitter.com/haddadme/status/1079755987119001600
[2] http://www.eldiariodehoy.com/investigacion/96700/cada-dia-13-mujeres-son-victimas-de-violencia-sexual-en-el-salvador/
[2] http://www.eldiariodehoy.com/investigacion/101226/homicidio-la-principal-causa-de-muerte-de-los-cuerpos-repatriados/
[2] https://twitter.com/EDHNoticias/status/1080528543162003456
[1] http://www.eldiariodehoy.com/investigacion/101232/familias-salvadorenas-pagan-hasta-14000-por-repatriar-los-cuerpos-de-sus-muertos-en-el-extranjero/
[1] http://especiales.eldiariodehoy.com/2018/drogas/index.php
[1] http://www.eldiariodehoy.com/noticias/87059/mas-de-30-casos-desatendidos-por-semana-si-no-eligen-sala-de-lo-constitucional/
[1] https://flourish.studio/
[1] https://www.elsalvador.com/noticias/nacional/554427/cientos-de-migrantes-salvadorenos-mueren-cada-ano-rumbo-a-ee-uu/
[1] https://m.elsalvador.com/noticias/489919/huyo-de-las-pandillas-pero-no-le-dieron-refugio/

Top URLs in Tweet in G9:
[2] https://japanwondertravel.com/t/language/english
[2] https://www.teacherspayteachers.com/Product/Orange-Belt-Unit-2-of-4-ROLLING-RICE-BALLS-4285531
[2] https://www.teacherspayteachers.com/Product/Orange-Belt-Unit-3-of-4-THE-AMAZING-RACE-4092892
[2] https://twitter.com/sara__weber/status/1081950904671240192
[1] https://twitter.com/Data_Visual_/status/1080169337649065984
[1] https://ft.trib.al/r3k2rgh
[1] https://ft.trib.al/1w4ltDh
[1] https://twitter.com/LBPDInvest/status/1080622369931124736
[1] https://www.voyd.org.tr/tr/blog/181/yolsuzlugun-sistem-oldugu-ulkede-veri-gazeteciligi-ornekleri
[1] https://app.workbenchdata.com/workflows/7625/

Top URLs in Tweet in G10:
[9] https://www.datasciencecentral.com/video/building-a-compelling-argument-with-data
[1] https://datajournalismhandbook.org/
[1] https://datajournalismhandbook.org/handbook/one
[1] https://twitter.com/KirkDBorne/status/1081774741462138880

Top Domains
Top Domains in Tweet in Entire Graph:
[46] twitter.com
[29] herodote.net
[20] gijn.org
[18] instagram.com
[16] mailchi.mp
[14] wikipedia.org
[14] storybench.org
[12] cplusj.org
[11] trib.al
[9] datasciencecentral.com

Top Domains in Tweet in G1:
[1] pewsocialtrends.org

Top Domains in Tweet in G2:
[16] gijn.org
[3] sueddeutsche.de
[3] niemanlab.org
[2] medium.com
[1] ire.org
[1] google.com
[1] cornell.edu
[1] stimme.de
[1] mailchi.mp

Top Domains in Tweet in G3:
[7] ft.com
[1] e2d3.org

Top Domains in Tweet in G4:
[8] twitter.com
[3] co.uk
[2] gov.uk
[2] gijn.org
[2] medium.com
[1] github.com
[1] tandfonline.com
[1] economist.com

Top Domains in Tweet in G5:
[12] cplusj.org
[6] msdn.com
[1] miami.edu
[1] niemanlab.org

Top Domains in Tweet in G6:
[9] verigazeteciligi.com
[5] datajournalismawards.org
[2] infogram.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] towcenter.org
[1] niemanlab.org

Top Domains in Tweet in G8:
[8] twitter.com
[7] eldiariodehoy.com
[2] elsalvador.com
[1] flourish.studio

Top Domains in Tweet in G9:
[15] instagram.com
[4] twitter.com
[4] teacherspayteachers.com
[2] trib.al
[2] japanwondertravel.com
[1] org.tr
[1] workbenchdata.com
[1] blogspot.com
[1] journaliststoolbox.org
[1] paper.li

Top Domains in Tweet in G10:
[9] datasciencecentral.com
[2] datajournalismhandbook.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[332] ddj
[141] dataviz
[65] data
[61] html5
[55] infographics
[52] e2d3
[52] excel
[52] d3js
[52] github
[52] datavizualization



Top Hashtags in Tweet in G1:
[1] ddj

Top Hashtags in Tweet in G2:
[29] ddj
[17] maps
[15] dataviz
[7] datajournalism
[3] data
[3] journalism
[2] charts
[2] periodismo
[2] инфорассылка
[1] uxdesign

Top Hashtags in Tweet in G3:
[50] html5
[45] dataviz
[41] e2d3
[41] excel
[41] d3js
[41] github
[41] data
[41] datavizualization
[41] javascript
[41] infographics

Top Hashtags in Tweet in G4:
[33] ddj
[10] dataviz
[4] opendata
[3] transportdata
[2] maps
[2] datavis
[2] datavisualization
[1] drivingtests
[1] doingmediadifferently
[1] minimumwage

Top Hashtags in Tweet in G5:
[8] datajournalism
[5] ddj
[3] dataviz
[1] cj
[1] infographics
[1] vizualization
[1] newyear

Top Hashtags in Tweet in G6:
[16] ddj
[11] datajournalismawards
[10] dataviz
[9] vg
[7] verihaberciliği
[5] tool
[3] araç
[2] map
[2] harita
[2] verigazeteciliği

Top Hashtags in Tweet in G7:
[4] ddj

Top Hashtags in Tweet in G8:
[24] ddj
[2] metoomovement
[2] datajournalism
[2] migrantcaravan
[1] feliz2019
[1] dataviz
[1] opendata

Top Hashtags in Tweet in G9:
[31] ddj
[12] dj
[6] pioneerdj
[5] djlife
[5] djlifestyle
[5] musicproducer
[4] judicioux
[4] resonation
[4] podcast
[4] radioshow

Top Hashtags in Tweet in G10:
[10] bigdata
[10] datascience
[10] datastorytelling
[10] dataliteracy
[9] abdsc
[4] dataviz
[3] datajournalism
[3] ddj
[3] e2d3
[3] excel

Top Words
Top Words in Tweet in Entire Graph:
[532] Words in Sentiment List#1: Positive
[144] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12585] Non-categorized Words
[13261] Total Words
[332] ddj
[183] data
[143] dataviz
[110] excel
[98] journalism

Top Words in Tweet in G1:
[66] image
[65] brilliant
[65] work
[65] onyilam
[65] co
[65] found
[65] women
[65] under
[65] represented
[65] google

Top Words in Tweet in G2:
[42] ddjournalism
[32] data
[29] ddj
[25] journalism
[20] 2018
[18] provides
[18] maps
[17] map
[17] entirely
[17] objective

Top Words in Tweet in G3:
[82] excel
[50] html5
[45] dataviz
[44] data
[41] e2d3
[41] add
[41] d3js
[41] github
[41] datavizualization
[41] javascript

Top Words in Tweet in G4:
[33] ddj
[21] year
[10] dataviz
[9] data
[8] time
[8] new
[7] article
[6] fantastic
[6] beginning
[6] fascinating

Top Words in Tweet in G5:
[21] albertocairo
[10] computation
[10] journalism
[10] symposium
[8] one
[8] month
[8] feb
[8] 1
[8] 2
[8] register

Top Words in Tweet in G6:
[16] ddj
[15] ve
[12] geninnovate
[11] datajournalismawards
[10] dataviz
[10] dagmedyaveri
[10] veri
[9] 2019
[9] vg
[7] data

Top Words in Tweet in G7:
[16] journalism
[13] data
[10] digiphile
[8] reminder
[8] folks
[8] media
[8] thinks
[8] statistical
[8] modeling
[8] natesilver538

Top Words in Tweet in G8:
[24] ddj
[6] evaconstantaras
[6] data_focus
[6] 2018
[5] año
[5] 2019
[5] más
[5] sabes
[5] salvadoreños
[5] murieron

Top Words in Tweet in G9:
[31] ddj
[12] dj
[6] em
[6] pioneerdj
[5] djlife
[5] djlifestyle
[5] musicproducer
[4] ft
[4] year
[4] new

Top Words in Tweet in G10:
[14] data
[13] kirkdborne
[10] bigdata
[10] datascience
[10] datastorytelling
[10] dataliteracy
[9] building
[9] compelling
[9] argument
[9] abdsc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[69] brilliant,work
[69] work,onyilam
[69] onyilam,co
[69] co,found
[69] found,women
[69] women,under
[69] under,represented
[69] represented,google
[69] google,image
[69] image,search

Top Word Pairs in Tweet in G1:
[65] brilliant,work
[65] work,onyilam
[65] onyilam,co
[65] co,found
[65] found,women
[65] women,under
[65] under,represented
[65] represented,google
[65] google,image
[65] image,search

Top Word Pairs in Tweet in G2:
[17] map,provides
[17] provides,entirely
[17] entirely,objective
[17] objective,view
[17] view,reality
[17] reality,maps
[17] maps,cross
[17] cross,line
[17] line,opinion
[17] opinion,bias

Top Word Pairs in Tweet in G3:
[41] e2d3,excel
[41] excel,add
[41] add,dataviz
[41] dataviz,excel
[41] excel,d3js
[41] d3js,github
[41] github,data
[41] data,datavizualization
[41] datavizualization,javascript
[41] javascript,html5

Top Word Pairs in Tweet in G4:
[7] new,year
[6] fantastic,beginning
[6] beginning,new
[6] year,fascinating
[6] fascinating,article
[6] article,ddj
[6] ddj,rodzam
[6] rodzam,discussing
[6] discussing,elusive
[6] elusive,concepts

Top Word Pairs in Tweet in G5:
[10] computation,journalism
[10] journalism,symposium
[8] one,month
[8] month,computation
[8] symposium,feb
[8] feb,1
[8] 1,2
[8] 2,register
[8] register,here
[8] here,60

Top Word Pairs in Tweet in G6:
[7] ddj,vg
[6] year,geninnovate
[6] akademisyen,ve
[6] ve,lisansüstü
[6] lisansüstü,öğrencilerine
[6] öğrencilerine,yönelik
[6] yönelik,disiplinlerarası
[6] disiplinlerarası,bütünleştirilmiş
[6] bütünleştirilmiş,eğitim
[6] eğitim,r

Top Word Pairs in Tweet in G7:
[11] data,journalism
[8] reminder,folks
[8] folks,media
[8] media,thinks
[8] thinks,data
[8] journalism,statistical
[8] statistical,modeling
[8] modeling,natesilver538
[8] natesilver538,charts
[7] digiphile,reminder

Top Word Pairs in Tweet in G8:
[6] data_focus,ddj
[4] salvadoran,families
[4] ddj,sabes
[4] sabes,cuántos
[4] cuántos,salvadoreños
[4] salvadoreños,migrantes
[4] migrantes,murieron
[4] murieron,sus
[4] sus,cuerpos
[4] cuerpos,fueron

Top Word Pairs in Tweet in G9:
[11] dj,ddj
[5] ddj,djlife
[5] djlife,djlifestyle
[5] djlifestyle,pioneerdj
[5] pioneerdj,musicproducer
[4] judicioux,resonation
[4] resonation,podcast
[4] radioshow,mixcloud
[4] mixcloud,apple
[3] ddj2019,odyssey

Top Word Pairs in Tweet in G10:
[10] bigdata,datascience
[9] building,compelling
[9] compelling,argument
[9] argument,data
[9] data,abdsc
[9] abdsc,bigdata
[9] datascience,datastorytelling
[8] still,lot
[8] lot,use
[8] use,value

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@onyilam
@jburnmurdoch
@ddjournalism
@e2d3org
@albertocairo
@gijn
@voydorg
@kirkdborne
@financialtimes
@geninnovate

Top Mentioned in G1:
@onyilam
@jburnmurdoch

Top Mentioned in G2:
@ddjournalism
@gijn
@sz
@niemanlab
@jaschensky
@gijnes
@financialtimes
@lorz
@ftdata
@martinstabe

Top Mentioned in G3:
@e2d3org
@financialtimes
@sdbernard
@amykazmin
@ddjournalism
@gijn

Top Mentioned in G4:
@rodzam
@eborgesrey
@ddjournalism
@adrianblancor
@dftstats
@bbcworldatone
@theeconomist
@sdbernard
@jburnmurdoch
@onyilam

Top Mentioned in G5:
@albertocairo
@tamaramunzner
@sharon000
@eye_lab
@edwardtufte
@ndiakopoulos
@mattwaite

Top Mentioned in G6:
@geninnovate
@dagmedyaveri
@interhacktives
@13pt
@haddadme
@seapa
@biff_bruise
@evaconstantaras
@feedmedata_

Top Mentioned in G7:
@digiphile
@natesilver538
@epluribusunum
@washingtonpost
@maryjowebster
@fivethirtyeight
@ddjournalism
@jburnmurdoch
@onyilam
@startribune

Top Mentioned in G8:
@data_focus
@evaconstantaras
@guardiandata
@albertocairo
@elsalvadorcom
@bayanatbox
@gijnarabic
@arabdevtportal
@arabdjn
@lmartinezedh

Top Mentioned in G10:
@kirkdborne
@e2d3org
@tableau
@ng2amarinefunk

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@guardian
@biconnections
@machinelearnflx
@chicgibson
@aaroncuddeback
@washingtonpost
@birmingham_live
@dwnews
@financialtimes

Top Tweeters in G1:
@tressiemcphd
@jennbinis
@robfordmancs
@alexhanna
@christineburns
@sanderphilipse
@clancynewyork
@sahelanth
@performmonkey
@jkusunoki

Top Tweeters in G2:
@riotta
@sz
@gilbertoleon
@bbbcccnnn
@margymaclibrary
@ulrikamhedman
@niemanlab
@marcvangurp
@liliasaul
@oliverdasgupta

Top Tweeters in G3:
@biconnections
@aaroncuddeback
@financialtimes
@grigortw
@_reactdev
@scalarhumanity
@phoenixgyaan
@colourspeak
@nvsdata
@newtonmunene_yg

Top Tweeters in G4:
@theeconomist
@indeadline
@mymaybank
@zurairi
@owenboswarva
@paulineroche
@websummit
@timbroderick
@gijnafrica
@alexhomer

Top Tweeters in G5:
@yvesmulkers
@jm_rives
@albertocairo
@joaquin_sevilla
@becomingdatasci
@mardyb_
@mattwaite
@macloo
@richtatum
@sharon000

Top Tweeters in G6:
@gamergeeknews
@humansanalytics
@geninnovate
@michellemanafy
@biff_bruise
@amatsukixx
@nadav_bas
@mkozturk
@infogram
@ilkayholt

Top Tweeters in G7:
@washingtonpost
@zenman1550
@digiphile
@startribune
@lita_meza13
@dzigavertovv
@fivethirtyeight
@wesunruh
@beyerstein
@uniquelygillian

Top Tweeters in G8:
@elsalvadorcom
@fcoel
@yanoak
@merbroussard
@guardiandata
@lmartinezedh
@gijnarabic
@evaconstantaras
@arabdevtportal
@bayanatbox

Top Tweeters in G9:
@econ_cl
@vizworld
@wturtera
@judicioux
@jeffemmans
@journtoolbox
@archieizahazz
@arnaudwery
@dan_danjapanese
@alma_lbc

Top Tweeters in G10:
@machinelearnflx
@subterfugia
@kirkdborne
@nitinramrap
@mattpt55
@tableau
@markj_ohnson
@webjframework
@korex_f
@calderoncarlos


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