#ddj OR (data journalism), Twitter, 1/6/2020 10:40:01 AM, 219831


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#ddj OR (data journalism)_2020-01-06_02-26-40.xlsx
#ddj OR (data journalism)_2020-01-06_02-26-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 06, 2020
Short Description:
#ddj OR (data journalism) via NodeXL http://bit.ly/35sAV6L
@pilhofer
@digiphile
@sigmaawards
@nytimes
@exportedfrommi
@justbementalist
@akdm_bot
@pinardag
@jornalismodados
@dashboarddr

Top hashtags:
#ddj
#datajournalism
#dataviz
#data
#journalism
#repost
#opensource

Description:
Description
The graph represents a network of 1,786 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 January 2020 at 10:27 UTC.

The requested date range was from Monday, 30 December 2019 at 00:00 UTC through Monday, 06 January 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 20-hour, 38-minute period from Monday, 30 December 2019 at 00:05 UTC to Sunday, 05 January 2020 at 20:44 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 : 1786
Unique Edges : 2053
Edges With Duplicates : 501
Total Edges : 2554
Number of Edge Types : 4
MentionsInRetweet : 1569
Tweet : 277
Replies to : 102
Mentions : 606
Self-Loops : 277
Reciprocated Vertex Pair Ratio : 0.0212228398180899
Reciprocated Edge Ratio : 0.0415635823849579
Connected Components : 275
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 906
Maximum Edges in a Connected Component : 1637
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.325643
Graph Density : 0.000633937785640572
Modularity : 0.724448
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,786 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 January 2020 at 10:27 UTC.

The requested date range was from Monday, 30 December 2019 at 00:00 UTC through Monday, 06 January 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 20-hour, 38-minute period from Monday, 30 December 2019 at 00:05 UTC to Sunday, 05 January 2020 at 20:44 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 : #ddj OR (data journalism)
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:
[17] https://www.zeit.de/2019-in-grafiken
[11] https://econ.trib.al/KLQ9ys9
[11] https://ijnet.org/en/story/data-journalism-highlights-2019
[9] https://medium.com/datadriveninvestor/are-hyperloops-good-investment-32281ebc58ae
[9] https://medium.com/we-are-the-european-journalism-centre/how-we-can-protect-journalists-from-online-hate-speech-25c2ace5b724
[9] https://datajournalism.com/awards/
[7] http://www.thefunctionalart.com/2019/12/all-economist-graphic-detail.html
[7] https://newsmeter.in/satellite-journalism-satellite-data-shows-growth-of-no2-hotspots-in-cities-including-hyderabad/
[6] https://www.indiaspend.com/from-adolescent-health-to-forest-rights-stories-that-made-a-difference-in-2019/
[6] https://crookedmarquee.com/2019-in-film-miscellaneous-important-data/

Top URLs in Tweet in G1:
[6] https://datajournalism.com/awards/
[6] http://www.thefunctionalart.com/2019/12/all-economist-graphic-detail.html
[5] https://link.medium.com/eFJyfSDhV2
[5] https://medium.com/sigma-awards/launching-the-sigma-awards-for-data-journalism-a7487d222774
[5] https://twitter.com/sigmaawards/status/1212746814618767361
[4] http://www.datajournalism.com/awards/
[4] https://twitter.com/Maid_Marianne/status/1212749595622682625
[3] http://www.verigazeteciligi.com/veri-bulteni-gecmis-tum-sayilarini-birlestirdi/
[3] https://www.judgify.me/sigma-awards
[3] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html

Top URLs in Tweet in G3:
[4] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[2] https://www.agi.it/data-journalism/italiani_estero_quanti_sono-4564494/news/2018-11-04/
[2] https://www.epw.in/engage/article/objectivity-openness-study-digital-journalism-2019
[2] http://efarmnewsar.com/2019-09-18/argentina-increases-its-non-industrialized-soybean-exports.html
[2] https://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338630801&customid=&mpre=https://www.ebay.com/itm/Pioneer-DDJ-RZX-Professional-4-channel-DJ-Controller-with-Rekordbox-Software/163964038942
[2] https://www.holdthefrontpage.co.uk/2019/news/regional-publishers-data-chief-leaves-role-after-six-years/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/avancenz/status/1213871850742145024
[1] https://twitter.com/mpiccorossi/status/1213844106637717504
[1] https://twitter.com/jayohday/status/1213844938468843521
[1] https://twitter.com/c_brucelockhart/status/1189830293584252928

Top URLs in Tweet in G4:
[4] https://www.abraji.org.br/inscricoes-abertas-para-novo-premio-mundial-de-jornalismo-de-dados
[4] https://gauchazh.clicrbs.com.br/ambiente/noticia/2019/12/veja-as-cidades-gauchas-que-mais-sofreram-prejuizos-por-desastres-naturais-em-2019-ck4oj4ufv00wa01nvwtbh13ab.html
[3] https://www.youtube.com/watch?v=AGJVs6wjf5Q&feature=youtu.be

[2] https://br.sputniknews.com/europa/2019123114953646-estou-morrendo-aos-poucos-diz-assange-em-telefonema-de-natal-para-colega/
[1] https://twitter.com/i/web/status/1211509698513510400
[1] https://twitter.com/i/web/status/1213168553614020610
[1] https://twitter.com/i/web/status/1213832913323790338
[1] https://twitter.com/i/web/status/1213515823320616962
[1] https://twitter.com/i/web/status/1213500722924474368
[1] https://twitter.com/i/web/status/1213485623094501377

Top URLs in Tweet in G5:
[2] https://interaktiv.tagesspiegel.de/lab/so-haben-wir-in-diesem-jahrzehnt-die-welt-veraendert/
[1] https://flowingdata.com/2019/12/19/best-data-visualization-projects-of-2019/
[1] https://www.spiegel.de/artikel/a-1298183.html
[1] https://www.nytimes.com/interactive/2020/01/02/climate/australia-fires-map.html

Top URLs in Tweet in G6:
[16] https://www.zeit.de/2019-in-grafiken
[2] https://www.ft.com/content/62fbf660-2651-11ea-9a4f-963f0ec7e134
[2] https://www.latimes.com/projects/data-and-graphics-2019/
[1] https://flowingdata.com/2019/12/19/best-data-visualization-projects-of-2019/
[1] https://www.scmp.com/infographics
[1] https://www.pewresearch.org/fact-tank/2019/12/30/our-favorite-pew-research-center-data-visualizations-of-2019/
[1] https://www.zu.de/veranstaltungen/2019/smart-government-akademie-bodensee-2020.php
[1] https://www.zeit.de/wissen/umwelt/2019-12/klimawandel-globale-erwaermung-warming-stripes-wohnort
[1] https://github.com/ZeitOnline/waermestreifen-gemeinden-scripts
[1] https://www.zeit.de/politik/deutschland/2019-09/bundestag-jubilaeum-70-jahre-parlament-reden-woerter-sprache-wandel?wt_zmc=fix.int.zonaudev.alias.alias.zeitde.alias.bundeswoerter.x&utm_medium=fix&utm_source=alias_zonaudev_int&utm_campaign=alias&utm_content=zeitde_alias_bundeswoerter_x

Top URLs in Tweet in G7:
[8] https://medium.com/we-are-the-european-journalism-centre/how-we-can-protect-journalists-from-online-hate-speech-25c2ace5b724
[2] https://www.icij.org/investigations/implant-files/we-used-ai-to-identify-the-sex-of-340000-people-harmed-by-medical-devices/
[1] https://ejc.net/newsletters?utm_content=buffer91d35&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://medium.com/we-are-the-european-journalism-centre/we-are-all-biased-so-how-can-we-make-journalism-more-inclusive-23c814833119?utm_content=buffer0f853&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://www.icij.org/blog/2019/12/finding-data-and-hope-in-journalism-in-the-middle-east/
[1] https://www.icij.org/blog/2019/11/safety-data-from-20-countries-added-to-implant-files-database/
[1] https://www.icij.org/investigations/mauritius-leaks/icij-publishes-list-of-mauritian-companies-used-by-conyers-corporate-clients/?utm_campaign=Sprout&utm_content=more_data_from_a_2019_inv&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G8:
[1] https://twitter.com/akreana_/status/1081598051322679297

Top URLs in Tweet in G9:
[2] https://themomentum.co/djw2020/

Top URLs in Tweet in G10:
[10] https://ijnet.org/en/story/data-journalism-highlights-2019
[4] https://ijnet.org/en/opportunity/workshop-focuses-digital-tools-data-journalism-security-protocols-mexico
[2] https://gijn.org/2019/12/19/gijns-data-journalism-top-10-for-2019-people-are-the-story-pirates-vs-princesses-open-source-journalism-how-charts-lie-un-votes/
[1] https://gijn.org/2020/01/03/heres-your-new-years-resolution-take-digital-security-more-seriously-in-2020/
[1] https://medium.com/we-are-the-european-journalism-centre/how-we-can-protect-journalists-from-online-hate-speech-25c2ace5b724
[1] https://gijn.org/2019/08/01/gijns-data-journalism-top-10-hong-kong-protests-migration-waves-democratizing-dataviz/

Top Domains
Top Domains in Tweet in Entire Graph:
[135] twitter.com
[51] medium.com
[20] datajournalism.com
[19] zeit.de
[17] instagram.com
[15] ijnet.org
[14] co.uk
[12] trib.al
[10] mailchi.mp
[10] nytimes.com

Top Domains in Tweet in G1:
[15] twitter.com
[15] datajournalism.com
[11] medium.com
[9] thefunctionalart.com
[6] verigazeteciligi.com
[4] mailchi.mp
[3] judgify.me
[2] podplayer.net
[2] facebook.com
[2] gijn.org

Top Domains in Tweet in G3:
[16] twitter.com
[6] co.uk
[5] instagram.com
[5] medium.com
[4] nytimes.com
[3] nuzzel.com
[2] agi.it
[2] epw.in
[2] efarmnewsar.com
[2] ebay.com

Top Domains in Tweet in G4:
[66] twitter.com
[4] org.br
[4] com.br
[3] youtube.com
[2] sputniknews.com
[1] diaspora-fr.org
[1] joindiaspora.com
[1] medium.com

Top Domains in Tweet in G5:
[2] tagesspiegel.de
[1] flowingdata.com
[1] spiegel.de
[1] nytimes.com

Top Domains in Tweet in G6:
[18] zeit.de
[2] ft.com
[2] latimes.com
[1] flowingdata.com
[1] scmp.com
[1] pewresearch.org
[1] zu.de
[1] github.com
[1] maartenlambrechts.com
[1] fivethirtyeight.com

Top Domains in Tweet in G7:
[9] medium.com
[5] icij.org
[1] ejc.net

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[2] themomentum.co

Top Domains in Tweet in G10:
[14] ijnet.org
[4] gijn.org
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[428] ddj
[139] datajournalism
[95] dataviz
[68] data
[42] journalism
[28] repost
[24] opensource
[22] opendata
[21] dj
[21] music



Top Hashtags in Tweet in G1:
[109] datajournalism
[71] ddj
[17] dataviz
[7] sensors
[4] vg
[4] verigazeteciliäÿi
[4] opendata
[3] verihaberciliäÿi
[3] infographics
[2] data

Top Hashtags in Tweet in G3:
[21] ddj
[6] journalism
[5] pioneer
[4] dj
[4] music
[3] dancedancejunior
[3] ddjsuperfinale
[3] starjalsha
[3] স্টারজলসা
[3] data

Top Hashtags in Tweet in G4:
[188] ddj
[5] retrospectivacolaboradados2019
[3] assange
[3] colaboradados
[1] ddjbr

Top Hashtags in Tweet in G5:
[5] ddj
[4] dataviz
[1] silvester2019
[1] australiaburning

Top Hashtags in Tweet in G6:
[31] ddj
[28] dataviz
[17] data
[4] warmingstripes
[2] ddjbw
[2] opendata
[1] journalism
[1] bundeswoerter
[1] datastorytelling

Top Hashtags in Tweet in G7:
[8] mauritiusleaks
[8] journalists
[8] hatespeech
[4] ddj
[3] implantfiles
[2] diversity
[1] datajournalism
[1] nismun
[1] inclusion
[1] meettheinvestigators

Top Hashtags in Tweet in G8:
[28] repost

Top Hashtags in Tweet in G10:
[10] ddj
[9] chihuahua
[5] journalism
[5] happynewyear
[3] datajournalism
[1] journalists
[1] hatespeech
[1] bestof2019

Top Words
Top Words in Tweet in Entire Graph:
[1429] Words in Sentiment List#1: Positive
[1009] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[44597] Non-categorized Words
[47035] Total Words
[1312] data
[887] journalism
[419] #ddj
[381] very
[331] awards

Top Words in Tweet in G1:
[581] data
[314] journalism
[288] awards
[272] pilhofer
[235] attention
[235] journos
[235] bunch
[235] very
[235] sad
[235] died

Top Words in Tweet in G2:
[113] know
[113] possible
[113] very
[113] interesting
[113] see
[113] happen
[113] split
[113] two
[113] countries
[113] one

Top Words in Tweet in G3:
[66] data
[57] journalism
[21] #ddj
[9] ক
[8] read
[7] স
[7] really
[6] ন
[6] অন
[6] #journalism

Top Words in Tweet in G4:
[218] em
[188] #ddj
[187] dou
[76] jornalismodados
[68] jornalismo
[57] dados
[18] estou
[17] 2020
[17] juditecypreste
[16] divulgo

Top Words in Tweet in G5:
[48] klima
[48] jahren
[48] verã
[48] ndert
[42] die
[37] verkehr
[37] vernetzung
[37] letzten
[37] zehn
[37] welt

Top Words in Tweet in G6:
[28] 2019
[28] #dataviz
[22] #ddj
[19] zeitonline
[17] #data
[16] jahr
[16] grafiken
[16] karten
[16] illustrationen
[15] dw_innovation

Top Words in Tweet in G7:
[36] icijorg
[29] explore
[28] safety
[23] data
[23] database
[22] countries
[21] international
[21] medical
[21] devices
[21] includes

Top Words in Tweet in G8:
[41] media
[39] desperately
[39] looking
[39] job
[39] live
[39] durban
[39] experience
[39] office
[39] admin
[39] data

Top Words in Tweet in G9:
[183] šà
[102] ˆà
[73] ψ
[68] µà
[66] œ
[49] ªà
[33] themomentumco
[33] žà
[32] ÿà
[32] journalism

Top Words in Tweet in G10:
[19] data
[18] reporting
[18] ijnet
[17] gijn
[16] mexico
[16] border
[13] journalism
[11] 10
[11] icfj
[10] #ddj

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[549] data,journalism
[287] journalism,awards
[248] data,journos
[245] attention,data
[245] journos,bunch
[245] bunch,very
[245] very,sad
[245] sad,data
[245] awards,died
[244] pilhofer,attention

Top Word Pairs in Tweet in G1:
[304] data,journalism
[261] journalism,awards
[235] attention,data
[235] data,journos
[235] journos,bunch
[235] bunch,very
[235] very,sad
[235] sad,data
[235] awards,died
[234] pilhofer,attention

Top Word Pairs in Tweet in G2:
[113] know,possible
[113] possible,very
[113] very,interesting
[113] interesting,see
[113] see,happen
[113] happen,split
[113] split,two
[113] two,countries
[113] countries,one
[112] exportedfrommi,know

Top Word Pairs in Tweet in G3:
[28] data,journalism
[6] অন,ক
[4] ক,অন
[4] visual,data
[4] sigma,data
[4] journalism,awards
[3] ক,অভ
[3] অভ,নন
[3] নন,দন
[3] #dancedancejunior,#ddj

Top Word Pairs in Tweet in G4:
[187] dou,em
[187] em,#ddj
[76] jornalismodados,dou
[71] #ddj,jornalismodados
[42] jornalismo,dados
[15] sergiospagnuolo,divulgo
[15] divulgo,manual
[15] juditecypreste,quando
[15] quando,digo
[15] digo,meus

Top Word Pairs in Tweet in G5:
[48] verã,ndert
[37] verkehr,klima
[37] klima,vernetzung
[37] vernetzung,letzten
[37] letzten,zehn
[37] zehn,jahren
[37] jahren,die
[37] die,welt
[37] welt,fundamental
[37] zeigen,grafiken

Top Word Pairs in Tweet in G6:
[16] grafiken,karten
[16] karten,illustrationen
[14] #dataviz,#ddj
[13] #data,#dataviz
[11] 10,2019
[11] 2019,jahr
[11] jahr,grafiken
[11] illustrationen,zeitonline
[11] zeitonline,#data
[10] dw_innovation,10

Top Word Pairs in Tweet in G7:
[21] international,medical
[21] medical,devices
[21] devices,database
[21] database,includes
[21] includes,46
[21] 46,countries
[21] countries,explore
[21] explore,thousands
[21] thousands,records
[21] records,safety

Top Word Pairs in Tweet in G8:
[39] desperately,looking
[39] looking,job
[39] job,live
[39] live,durban
[39] durban,experience
[39] experience,media
[39] media,office
[39] office,admin
[39] admin,data
[39] data,capturing

Top Word Pairs in Tweet in G9:
[68] ˆà,šà
[35] šà,µà
[35] šà,ªà
[35] ªà,ˆà
[35] œà,šà
[33] themomentumco,šà
[32] šà,ÿà
[32] ƒà,šà
[32] šà,data
[32] žà,ˆà

Top Word Pairs in Tweet in G10:
[16] mexico,border
[12] data,journalism
[9] digital,tools
[9] icfj,mexico
[9] border,investigative
[9] investigative,reporting
[9] reporting,hub
[9] hub,seeks
[9] seeks,fight
[9] fight,corruption

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pilhofer
@sigmaawards
@exportedfrommi
@maid_marianne
@jornalismodados
@icijorg
@plateauton
@themomentumco
@smfrogers
@reginaldchua

Top Mentioned in G1:
@pilhofer
@sigmaawards
@maid_marianne
@smfrogers
@reginaldchua
@datajournalism
@pinardag
@sarahcnyt
@albertocairo
@shazna

Top Mentioned in G2:
@exportedfrommi

Top Mentioned in G3:

Top Mentioned in G4:
@jornalismodados
@juditecypreste
@sergiospagnuolo
@colaboradados
@elivieirajr
@escoladedados
@abraji
@rodrigocapelo
@centroknightut
@lidy_monteiro

Top Mentioned in G5:
@plateauton
@patrickstotz
@helenawittlich
@flowingdata
@ardzdf_akademie
@tagesspiegel
@_davidmeidinger
@benebrandhofer
@pinardag
@a_tack

Top Mentioned in G6:
@zeitonline
@dw_innovation
@juliustroeger
@fivethirtyeight
@maartenzam
@datastories
@infobeautiful
@mapbox
@maxar
@tijdgraphics

Top Mentioned in G7:
@icijorg
@advocassembly
@ejcnet
@arago_la
@mohamed_kawmani
@lavanguardia
@arijnetwork
@nc4hr

Top Mentioned in G8:
@nqobilemsofi
@timothy_ciliwe

Top Mentioned in G9:
@themomentumco

Top Mentioned in G10:
@ijnet
@gijn
@icfj
@bordercenter
@mshelton
@dontclickonthat
@sigmaawards
@reginaldchua
@pilhofer
@smfrogers

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@claudosky
@independent
@twitlertwit
@chidambara09
@billm9
@aaroncuddeback
@thehill
@kokusizu2
@1loriking

Top Tweeters in G1:
@1loriking
@glynmoody
@dwatchnews
@ianpatterson99
@jeffsonstein
@vedatsamur
@mznikkinew
@giuliog
@lassebaagoe
@other95

Top Tweeters in G2:
@teram323tere
@aprylsmithts
@wiccanmethusela
@truactive
@meloniasherban
@aheffne
@skyboy123
@cracraft_teresa
@afaye66
@nana2jordyn1

Top Tweeters in G3:
@jchapman1729
@medicalquack
@sproutsocial
@lianavidigal
@dd_fafa_
@dd_nana_
@mikewarburton
@slatermaus
@journalism
@bernajurema

Top Tweeters in G4:
@mulher_noticia
@nildaalcarinque
@uol
@deluca
@frei_cebolinha
@globonews
@mathfreireb
@veramartins
@cid_martins
@faconti

Top Tweeters in G5:
@mr_spock
@schoensteiner
@tagesspiegel
@aldavoodi
@michael_kunz
@a_ka_es
@halleverkehrt
@hesselmann
@fotobiene
@komet81

Top Tweeters in G6:
@zeitonline
@bluenicht
@fivethirtyeight
@schmidt_fu
@eozwei
@facttank
@bwqglrmnvgx5dhs
@miskaknapek
@natesilver538
@maartenzam

Top Tweeters in G7:
@twitlertwit
@kokusizu2
@lovetogive2
@lavanguardia
@missabsinthe
@whitehatguy
@rhsibley
@nycjulienyc
@sitahyderabadi
@2hellwevil

Top Tweeters in G8:
@akreana_
@shakanipho
@kwanda_zondi
@01010111000101o
@visibleyusuf
@thepreco9dayz
@kingswinners
@maxakadziee
@mothibi_james
@lebogangrxx

Top Tweeters in G9:
@danitzaa
@millet2u
@psycheportz_
@maki_mahno
@dobbysoneys
@2thabit
@w_anant0708
@kinokocrazy
@imfai
@bosscheckmate

Top Tweeters in G10:
@pcdnetwork
@fmfrancoise
@grjenkin
@kareanderson
@ia_rajpoot
@ijnet
@icfj
@habbenings
@gijn
@zahratunda