#investigativejournalism, Twitter, 10/15/2019 5:56:08 PM, 213057


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#investigativejournalism_2019-10-15_10-49-38.xlsx
#investigativejournalism_2019-10-15_10-49-38.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 15, 2019
Short Description:
#investigativejournalism via NodeXL http://bit.ly/35BmdeS
@gijn
@code4africa
@mfauganda
@kasuganda
@icijorg
@benon_oluka
@justinarenstein
@tseymat
@janajwang
@arijnetwork

Top hashtags:
#investigativejournalism
#techforgood
#jobalert
#ugandamediaweek
#tantric

Description:
Description
The graph represents a network of 225 Twitter users whose recent tweets contained "#investigativejournalism", 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 Tuesday, 15 October 2019 at 17:50 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 17-minute period from Sunday, 06 October 2019 at 15:28 UTC to Tuesday, 15 October 2019 at 17:46 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:
[7] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[3] https://buffalochronicle.com/2019/10/10/trudeau-accusor-lands-a-seven-figure-nda-to-keep-quiet-about-his-west-grey-departure/
[3] https://opportunities.codeforafrica.org/2019/10/11/project-manager-cape-town-south-africa/
[2] https://www.newvision.co.ug/new_vision/news/1508267/journalists-undergo-illicit-training
[2] https://medium.com/@a00808906/graph-databases-for-journalists-5ac116fe0f54?source=friends_link&sk=ef8a0eae3bdc3b0d9578d15eaa0b4350
[2] https://twitter.com/BBCAfrica/status/1180800114878746629
[1] https://twitter.com/briankarem/status/1183708007613505536
[1] https://twitter.com/svdjnieuws/status/1184062958411890688
[1] https://twitter.com/info_aus/status/1183874811392679947
[1] https://www.youtube.com/playlist?list=PLrCL-ZiCvKYteU2XOChSkW1l7-oRHzwxV


Top URLs in Tweet in G1:
[3] https://opportunities.codeforafrica.org/2019/10/11/project-manager-cape-town-south-africa/
[1] https://opportunities.codeforafrica.org/2019/10/11/social-media-producer-cape-town-south-africa/
[1] https://opportunities.codeforafrica.org/2019/10/11/copywriter-cape-town-south-africa/

Top URLs in Tweet in G2:
[7] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[1] https://www.youtube.com/playlist?list=PLrCL-ZiCvKYteU2XOChSkW1l7-oRHzwxV

[1] https://twitter.com/gijn/status/1178606959261560832
[1] https://gijc2019.org/tipsheets/
[1] https://www.youtube.com/watch?v=Si1IIjxetNU


Top URLs in Tweet in G3:
[1] https://twitter.com/kasuganda/status/1182292028878675969

Top URLs in Tweet in G4:
[1] https://www.nationalobserver.com/ethics
[1] https://www.projectcensored.org/12-new-5g-network-spurs-health-concerns/
[1] https://www.linkedin.com/slink?code=eKbmAVq
[1] https://twitter.com/MiaFarrow/status/1182332656501043200
[1] https://www.youtube.com/watch?v=kyE2_07uUYw&feature=youtu.be

[1] https://www.youtube.com/watch?v=iX8GxLP1FHo&feature=youtu.be

[1] https://soundcloud.com/peng-yi-38616005/true-crime-podcast-the-saver-of-investigative-journalism-or-destroyer-1
[1] https://www.indiegogo.com/projects/the-dirty-war-on-the-nhs-a-film-by-john-pilger
[1] https://twitter.com/nit_set/status/1183579992304865280
[1] https://www.instagram.com/p/B3mIXEbAAJz/?igshid=1dwj3tveoii50

Top URLs in Tweet in G5:
[1] https://twitter.com/RebeccaWUvell/status/1153685812875280384

Top URLs in Tweet in G7:
[3] https://buffalochronicle.com/2019/10/10/trudeau-accusor-lands-a-seven-figure-nda-to-keep-quiet-about-his-west-grey-departure/

Top URLs in Tweet in G8:
[1] https://www.cbc.ca/news/canada/edmonton/edmonton-police-assault-arrest-asirt-kyle-parkhurst-1.5313900

Top URLs in Tweet in G9:
[1] https://www.givengain.com/cc/amaB/donate/#start

Top URLs in Tweet in G10:
[2] https://www.newvision.co.ug/new_vision/news/1508267/journalists-undergo-illicit-training

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] investigativejournalism
[41] techforgood
[26] jobalert
[14] ugandamediaweek
[10] tantric
[9] journalism
[9] pamelaanderson
[8] gijc19
[7] fakenews
[7] ddj



Top Hashtags in Tweet in G1:
[40] techforgood
[26] jobalert
[5] investigativejournalism
[5] ddj
[5] opendata
[4] drone
[4] sensor
[1] drones4good
[1] sensors

Top Hashtags in Tweet in G2:
[26] investigativejournalism
[8] gijc19
[3] gijc2019
[2] ddj
[2] journalism
[1] stuffjournalistslike
[1] hamburg
[1] gijn

Top Hashtags in Tweet in G3:
[23] investigativejournalism
[14] ugandamediaweek
[5] fakenews
[5] ugmediaweek19
[4] mediamattersug
[3] invest

Top Hashtags in Tweet in G4:
[17] investigativejournalism
[2] journalism
[2] independentjournalism
[1] injustice
[1] whistleblower
[1] amsterdam
[1] opendata
[1] africa
[1] sexforgrade
[1] sexforjobs

Top Hashtags in Tweet in G5:
[10] tantric
[9] pamelaanderson
[6] prostitutionring
[5] wikileaks
[4] unitednations
[4] diem25
[4] nilsmelzer
[4] investigativejournalism
[3] crime
[2] hackerexploitation

Top Hashtags in Tweet in G6:
[2] amcap
[2] universityofthepunjab
[2] investigativejournalism

Top Hashtags in Tweet in G7:
[5] investigativejournalism
[3] canada
[2] corruption
[1] cdndmedia
[1] fakenews
[1] trudeauhypocrite
[1] bribe
[1] electionyear
[1] gatekeeping
[1] trudeaumustgo

Top Hashtags in Tweet in G8:
[3] investigativejournalism
[1] policebrutality

Top Hashtags in Tweet in G9:
[1] democracy
[1] investigativejournalism
[1] supportamab

Top Hashtags in Tweet in G10:
[2] investigativejournalism
[2] training
[2] moneytrail

Top Words
Top Words in Tweet in Entire Graph:
[190] Words in Sentiment List#1: Positive
[65] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5860] Non-categorized Words
[6115] Total Words
[222] #investigativejournalism
[79] #ddj
[68] want
[52] #opendata
[47] #drone

Top Words in Tweet in G1:
[48] #investigativejournalism
[48] #ddj
[48] #opendata
[46] #drone
[46] #sensor
[46] partners
[40] want
[40] #techforgood
[40] africa
[40] support

Top Words in Tweet in G2:
[33] gijn
[33] #investigativejournalism
[30] sources
[30] #gijc19
[30] #journalism
[30] #ddj
[24] want
[24] conference
[23] know
[23] tipsheets

Top Words in Tweet in G3:
[41] #investigativejournalism
[33] #ugandamediaweek
[30] safety
[23] investigative
[18] #mediamattersug
[17] media
[15] safe
[13] day
[12] barbaraamong
[12] out

Top Words in Tweet in G4:
[18] #investigativejournalism
[4] news
[3] investigative
[3] #journalism
[3] #independentjournalism
[2] out
[2] public
[2] challenge
[2] project
[2] censored

Top Words in Tweet in G5:
[16] #tantric
[16] #investigativejournalism
[12] #pamelaanderson
[12] #prostitutionring
[12] #crime
[12] fetish
[8] dominicraab
[8] nato
[8] jensstoltenberg
[8] user

Top Words in Tweet in G6:
[4] seminar
[4] right
[4] information
[4] investigative
[4] journalism
[4] conducted
[4] amcap
[4] fahdhusain
[4] malickviews
[4] ajmaljami

Top Words in Tweet in G7:
[5] #investigativejournalism
[4] great
[4] news
[4] anyone
[4] willing
[4] dig
[4] story
[4] #canada
[3] #corruption
[3] justin

Top Words in Tweet in G8:
[6] ago
[3] 1
[3] excellent
[3] #investigativejournalism
[3] charlesrusnell
[3] jennierussell_
[3] few
[3] questions
[3] happened
[3] june

Top Words in Tweet in G9:
[12] s
[6] moments
[6] reinforce
[6] critical
[6] country
[6] investigative
[6] journalism
[6] impact
[6] #democracy
[6] #investigativejournalism

Top Words in Tweet in G10:
[2] #investigativejournalism
[2] #training
[2] #moneytrail
[2] oxfampanafrica
[2] taxjusticeafric
[2] oxfamnovib
[2] okandajoab
[2] paulgreenways

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] #ddj,#opendata
[47] #investigativejournalism,#drone
[47] #drone,#sensor
[47] #sensor,#ddj
[47] #opendata,partners
[41] support,#investigativejournalism
[38] tactical,comms
[38] comms,team
[34] project,manager
[32] set,up

Top Word Pairs in Tweet in G1:
[48] #ddj,#opendata
[46] #investigativejournalism,#drone
[46] #drone,#sensor
[46] #sensor,#ddj
[46] #opendata,partners
[40] support,#investigativejournalism
[37] tactical,comms
[37] comms,team
[33] project,manager
[31] set,up

Top Word Pairs in Tweet in G2:
[23] want,know
[23] know,#investigativejournalism
[23] #investigativejournalism,gijn
[23] gijn,tipsheets
[23] tipsheets,presentations
[23] presentations,sources
[23] sources,last
[23] last,month's
[23] month's,#gijc19
[23] #gijc19,conference

Top Word Pairs in Tweet in G3:
[15] #ugandamediaweek,#mediamattersug
[10] #investigativejournalism,#ugandamediaweek
[8] investigative,reporting
[7] safety,starts
[7] starts,networks
[7] networks,trusted
[7] trusted,look
[7] look,out
[7] out,further
[7] further,ensure

Top Word Pairs in Tweet in G4:
[2] project,censored
[2] censored,news
[2] news,make
[2] make,news
[2] news,nr
[2] nr,12
[2] 12,new
[2] new,5g
[2] 5g,network
[2] network,spurs

Top Word Pairs in Tweet in G5:
[8] dominicraab,nato
[8] nato,jensstoltenberg
[8] user,'activist'
[8] 'activist','ariyana
[8] 'ariyana,'love'
[8] 'love',mideastrising
[8] mideastrising,#pamelaanderson
[8] #pamelaanderson,#tantric
[8] #tantric,#investigativejournalism
[8] #investigativejournalism,#prostitutionring

Top Word Pairs in Tweet in G6:
[4] seminar,right
[4] right,information
[4] information,investigative
[4] investigative,journalism
[4] fahdhusain,malickviews
[4] malickviews,ajmaljami
[4] ajmaljami,amcap92
[4] amcap92,expressnewspk
[4] expressnewspk,#amcap
[4] #amcap,#universityofthepunjab

Top Word Pairs in Tweet in G7:
[4] great,news
[4] news,anyone
[4] anyone,willing
[4] willing,dig
[4] dig,story
[4] story,#investigativejournalism
[3] #corruption,#canada
[3] justin,trudeau
[2] reuters,great
[2] #investigativejournalism,those

Top Word Pairs in Tweet in G8:
[3] 1,excellent
[3] excellent,#investigativejournalism
[3] #investigativejournalism,charlesrusnell
[3] charlesrusnell,jennierussell_
[3] jennierussell_,few
[3] few,questions
[3] questions,happened
[3] happened,june
[3] june,asirt_ab
[3] asirt_ab,took

Top Word Pairs in Tweet in G9:
[6] s,moments
[6] moments,reinforce
[6] reinforce,critical
[6] critical,country
[6] country,s
[6] s,investigative
[6] investigative,journalism
[6] journalism,impact
[6] impact,#democracy
[6] #democracy,#investigativejournalism

Top Word Pairs in Tweet in G10:
[2] #investigativejournalism,#training
[2] #training,#moneytrail
[2] #moneytrail,oxfampanafrica
[2] oxfampanafrica,taxjusticeafric
[2] taxjusticeafric,oxfamnovib
[2] oxfamnovib,okandajoab
[2] okandajoab,paulgreenways

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@code4africa
@barbaraamong
@benon_oluka
@nato
@jensstoltenberg
@mideastrising
@agnescallamard
@osfjustice
@cmd_dc

Top Mentioned in G1:
@code4africa

Top Mentioned in G2:
@gijn
@megclement

Top Mentioned in G3:
@barbaraamong
@benon_oluka
@canarymugume
@akeda3
@newvisionwire
@nbstv
@gijn
@kasuganda
@jdralaze
@mfauganda

Top Mentioned in G5:
@nato
@jensstoltenberg
@mideastrising
@agnescallamard
@osfjustice
@cmd_dc

Top Mentioned in G6:
@fahdhusain
@malickviews
@ajmaljami
@amcap92
@expressnewspk

Top Mentioned in G8:
@charlesrusnell
@jennierussell_
@asirt_ab

Top Mentioned in G9:
@amabhungane

Top Mentioned in G10:
@oxfampanafrica
@taxjusticeafric
@oxfamnovib
@okandajoab
@paulgreenways

Top Tweeters
Top Tweeters in Entire Graph:
@kokusizu2
@reuters
@nytimes
@faisalapti
@bbcworld
@expressnewspk
@abc
@variety
@kimpy123
@persistentpengn

Top Tweeters in G1:
@dmedialab
@mougendi
@emekaokoye
@_misplacedhuman
@just_midzi
@wamathai
@sir_deeda
@mheidtman
@narcissusmz
@chrisroper

Top Tweeters in G2:
@kokusizu2
@faisalapti
@kimpy123
@mariuskarma
@brooklynmarie
@2ndleprechaun
@esmcintyre
@patrickdurusau
@101wat
@lizzie_eldridge

Top Tweeters in G3:
@nbstv
@newvisionwire
@ntemid
@canarymugume
@media_focus
@mariamm74220796
@kasuganda
@akeda3
@abagyenzire
@benon_oluka

Top Tweeters in G4:
@grumpyoldlady01
@erik_kaplan
@js_carberry
@henrymfonete
@ladexdomain
@valenicec
@gabykazie
@texashunnygirl
@paulasuniverse
@ngeungam

Top Tweeters in G5:
@osfjustice
@mideastrising
@agnescallamard
@nato
@jensstoltenberg
@dominicraab
@valeriemyersan1
@nilsmelzer
@andreao50751533
@cmd_dc

Top Tweeters in G6:
@expressnewspk
@maleehaomarkh
@ajmaljami
@fahdhusain
@malickviews
@amcap92

Top Tweeters in G7:
@reuters
@afp
@647_416
@associatedpress
@joe86538718
@angel52094977

Top Tweeters in G8:
@tomengel18
@michaeljanz
@charlesrusnell
@eliascrimlaw
@jennierussell_
@asirt_ab

Top Tweeters in G9:
@ramah_nyang
@ntsoaki61
@amabhungane
@sbomaputi
@stefaansb
@heelontheshovel

Top Tweeters in G10:
@oxfamnovib
@stefanverwer
@taxjusticeafric
@okandajoab
@oxfampanafrica
@paulgreenways