odsc, Twitter, 12/19/2019 4:56:56 PM, 219189


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odsc_2019-12-18_15-46-35.xlsx
odsc_2019-12-18_15-46-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2019
Short Description:
odsc via NodeXL http://bit.ly/2sO8aU7
@odsc
@aisoma_ag
@ceo_aisoma
@ipfconline1
@enricomolinari
@junjudapi
@stanford__ai
@odsc_india
@kirkdborne
@k_triquet

Top hashtags:
#ai
#datascience
#machinelearning
#odsc
#deeplearning
#artificialintelligence
#bigdata

Description:
Description
The graph represents a network of 678 Twitter users whose tweets in the requested range contained "odsc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 December 2019 at 23:46 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 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, 23-hour, 43-minute period from Wednesday, 04 December 2019 at 01:11 UTC to Wednesday, 18 December 2019 at 00:54 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 : 678
Unique Edges : 1019
Edges With Duplicates : 1123
Total Edges : 2142
Number of Edge Types : 3
Mentions : 1434
Replies to : 53
Tweet : 655
Self-Loops : 655
Reciprocated Vertex Pair Ratio : 0.0322878228782288
Reciprocated Edge Ratio : 0.0625558534405719
Connected Components : 78
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 508
Maximum Edges in a Connected Component : 1577
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.24945
Graph Density : 0.00243787662906367
Modularity : 0.410621
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 678 Twitter users whose tweets in the requested range contained "odsc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 December 2019 at 23:46 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 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, 23-hour, 43-minute period from Wednesday, 04 December 2019 at 01:11 UTC to Wednesday, 18 December 2019 at 00:54 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 : odsc
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:
[60] https://www.aisoma.de/10-useful-ai-ml-slides/
[31] https://opendatascience.com/20-years-of-evolution-from-cognitive-to-intelligent-communications/
[17] https://medium.com/@ODSC/sequence-modelling-with-deep-learning-138dc50c82d2
[15] https://opendatascience.com/an-in-depth-look-at-the-why-and-how-of-diversity-in-data-science/
[15] http://www.october.it/
[10] http://e-learning-teleformacion.blogspot.com/2019/09/ai-in-education-transforming-education.html
[10] https://opendatascience.com/the-importance-of-p-values-in-data-science/
[8] https://www.meetup.com/open-data-odsc/events/267024149/
[5] https://odsc.com/boston/?utm_campaign=ODSC%20East&utm_content=108094715&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323#register
[5] https://opendatascience.com/machine-learning-guide-20-free-odsc-resources-to-learn-machine-learning/

Top URLs in Tweet in G1:
[21] https://opendatascience.com/20-years-of-evolution-from-cognitive-to-intelligent-communications/
[15] http://www.october.it/
[7] https://www.meetup.com/open-data-odsc/events/267024149/
[5] https://opendatascience.com/an-in-depth-look-at-the-why-and-how-of-diversity-in-data-science/
[4] https://odsc.com/boston/?utm_campaign=ODSC%20East&utm_content=108094715&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323#register
[3] https://odsc.com/boston/aix-east/?utm_campaign=ODSC%20East&utm_content=107671341&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323#register
[3] https://odsc.com/boston/speakers/?utm_campaign=ODSC%20East&utm_content=109181674&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[3] https://opendatascience.com/deep-learning-guide-20-free-odsc-resources-to-learn-deep-learning/?utm_campaign=Learning%20Posts&utm_source=ods&utm_medium=dla&utm_content=Kirk%20Borne
[3] https://www.aisoma.de/10-useful-ai-ml-slides/
[3] https://odsc.com/boston/?utm_campaign=ODSC%20East&utm_content=107672174&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323#register

Top URLs in Tweet in G2:
[56] https://www.aisoma.de/10-useful-ai-ml-slides/
[10] https://opendatascience.com/the-importance-of-p-values-in-data-science/
[9] https://opendatascience.com/20-years-of-evolution-from-cognitive-to-intelligent-communications/
[9] https://opendatascience.com/an-in-depth-look-at-the-why-and-how-of-diversity-in-data-science/
[5] https://www.forbes.com/sites/willemsundbladeurope/2019/12/04/the-quickest-way-to-intelligent-manufacturing-part-ii/?ss=ai#35a455f25b34
[1] https://twitter.com/i/web/status/1203977615943581696
[1] https://twitter.com/i/web/status/1204083327940120576
[1] https://twitter.com/i/web/status/1205714085872046081
[1] https://twitter.com/i/web/status/1206514337017413632
[1] https://twitter.com/i/web/status/1206620032136077314

Top URLs in Tweet in G3:
[3] https://medium.com/@ODSC/5-steps-to-implementing-a-data-literacy-driven-dataops-framework-d6e3231fe8df
[2] https://medium.com/@ODSC/4-winning-ways-to-create-an-ai-content-marketing-strategy-49080ff6380f
[2] https://www.linkedin.com/slink?code=eVxib6p
[2] https://amzn.to/2JhjG1C
[2] https://www.amazon.com/dp/1790356601#reader_1790356601
[2] https://medium.com/@ODSC/20-years-of-evolution-from-cognitive-to-intelligent-communications-5036ee722855?source=rss-2b9d62538208------2&utm_source=dlvr.it&utm_medium=twitter
[2] https://medium.com/@ODSC/odsc-west-2019-keynote-rachel-thomas-on-algorithmic-bias-877d886ada7b?source=rss-2b9d62538208------2&utm_source=dlvr.it&utm_medium=twitter
[1] https://odsc.es/futbol/declaraciones/el-mensaje-de-leo-messi-a-todos-los-aficionados-del-barca/#.XedLwuz7GcY.twitter
[1] https://miro.medium.com/max/1600/0*5DnC9pxwhkh905eM.jpg
[1] https://www.ecofinclub.be/conferences/ecofin-club-tournai-2

Top URLs in Tweet in G4:
[3] https://www.youtube.com/watch?v=oDtGsV5-W3I&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[3] https://www.youtube.com/watch?v=lxaeBsdt7oo&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=ecLelr4-_Jc&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos&pix=1vv_0_0

[2] https://www.youtube.com/watch?v=K7rly0sLBNs&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=LNYQcWMvLYk&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=ovfmjq2M67o&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=j5Oh8Afj-TY&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=JMPf8htUsrg&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=wa1ltuZQTSo&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos

[2] https://www.youtube.com/watch?v=IlIeBK8kjaM&utm_source=twitter&utm_medium=organic_social&utm_campaign=ODSC_videos


Top URLs in Tweet in G5:
[5] https://link.medium.com/o89mc7Y561
[1] https://twitter.com/i/web/status/1203770795492696064

Top URLs in Tweet in G6:
[1] https://www.odsc.vic.gov.au/about-us/annual-reports/
[1] https://www.odsc.vic.gov.au/abuse-prevention/review-of-disability-service-provision/
[1] https://www.odsc.vic.gov.au/
[1] https://www.odsc.vic.gov.au/abuse-prevention/building-safe-and-respectful-cultures/

Top URLs in Tweet in G7:
[16] https://medium.com/@ODSC/sequence-modelling-with-deep-learning-138dc50c82d2
[1] https://twitter.com/i/web/status/1203646659017740290

Top URLs in Tweet in G8:
[2] https://odsc.es/futbol/fc-barcelona/neymar-vuelve-a-denunciar-al-barca-segun-el-mundo/
[2] https://odsc.es/futbol/declaraciones/sali-del-real-madrid-por-una-discusion-con-florentino/
[2] https://odsc.es/futbol/portadas/portada-mundo-deportivo-13-diciembre-2019-el-clasico-se-jugara/
[2] https://odsc.es/futbol/fc-barcelona/nuevo-comunicado-de-tsunami-democratic-sobre-el-clasico-del-18-d/
[1] https://odsc.es/futbol/portadas/portada-mundo-deportivo-18-diciembre-2019-mas-que-un-clasico/
[1] https://odsc.es/futbol/declaraciones/cinco-anos-sin-ganar-la-champions-son-muchos-para-un-equipo-como-el-que-tiene-el-barca/
[1] https://odsc.es/futbol/declaraciones/declaraciones-de-ernesto-valverde-tras-el-inter-1-2-barca/
[1] https://odsc.es/futbol/declaraciones/a-ernesto-valverde-no-le-gusta-riqui-puig/
[1] https://odsc.es/futbol/fc-barcelona/el-betis-cerca-de-cerrar-la-cesion-de-un-jugador-del-barca-segun-mundo-deportivo/
[1] https://odsc.es/futbol/fc-barcelona/asi-denominan-a-ansu-fati-tras-eliminar-el-barca-al-inter-de-milan/

Top URLs in Tweet in G9:
[1] https://sponsored.bloomberg.com/news/sponsors/features/maersk/2020-vision/?adv=24910&prx_t=fWgFAAAAAAFEANA

Top URLs in Tweet in G10:
[1] https://ourworldindata.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[346] odsc.es
[133] medium.com
[105] opendatascience.com
[102] twitter.com
[67] aisoma.de
[64] odsc.com
[41] meetup.com
[31] youtube.com
[15] october.it
[10] blogspot.com

Top Domains in Tweet in G1:
[70] opendatascience.com
[60] odsc.com
[50] twitter.com
[39] medium.com
[23] meetup.com
[15] october.it
[4] gotowebinar.com
[3] aisoma.de
[2] machinelearningmastery.com
[2] insightdatascience.com

Top Domains in Tweet in G2:
[63] aisoma.de
[28] opendatascience.com
[5] twitter.com
[5] forbes.com
[1] wikimedia.org
[1] domino-printing.com

Top Domains in Tweet in G3:
[37] medium.com
[9] twitter.com
[4] amazon.com
[3] odsc.es
[3] kdnuggets.com
[3] linkedin.com
[2] youtube.com
[2] amzn.to
[2] sciviscolor.org
[1] ecofinclub.be

Top Domains in Tweet in G4:
[29] youtube.com
[4] twitter.com
[2] opendatascience.com
[1] aisoma.de
[1] datasciencedojo.com

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

Top Domains in Tweet in G6:
[4] gov.au

Top Domains in Tweet in G7:
[16] medium.com
[1] twitter.com

Top Domains in Tweet in G8:
[114] odsc.es

Top Domains in Tweet in G9:
[1] bloomberg.com

Top Domains in Tweet in G10:
[1] ourworldindata.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[276] ai
[241] datascience
[167] machinelearning
[87] odsc
[86] deeplearning
[60] artificialintelligence
[53] bigdata
[50] statistics
[47] chatbot
[46] analytics



Top Hashtags in Tweet in G1:
[119] datascience
[58] ai
[55] odsc
[52] deeplearning
[38] odsceast
[29] machinelearning
[27] bigdata
[24] odscmeetup
[23] artificialintelligence
[18] business

Top Hashtags in Tweet in G2:
[173] ai
[112] machinelearning
[84] datascience
[44] statistics
[42] chatbot
[42] bots
[42] conversationalai
[42] ux
[42] customerservice
[33] aiethics

Top Hashtags in Tweet in G3:
[13] ai
[10] ml
[4] datascience
[3] odsc
[2] machinelearning
[2] artificialintelligence
[2] kdnuggets
[2] statistics
[2] analytics
[2] data

Top Hashtags in Tweet in G4:
[31] odsc_india
[19] datascience
[18] ai
[11] machinelearning
[11] ml
[7] apachedruid
[4] tutorials
[1] dataaugmentation
[1] gan
[1] riskmodels

Top Hashtags in Tweet in G6:
[3] disabilityrc
[1] disabilityroyalcommission
[1] disabilityrights
[1] humanrights

Top Hashtags in Tweet in G7:
[16] deeplearning
[1] python

Top Hashtags in Tweet in G10:
[2] data
[1] dataviz
[1] education
[1] ict4d
[1] sdgs

Top Words
Top Words in Tweet in Entire Graph:
[670] Words in Sentiment List#1: Positive
[116] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[27071] Non-categorized Words
[27857] Total Words
[497] odsc
[286] data
[276] #ai
[241] #datascience
[218] 2019

Top Words in Tweet in G1:
[334] odsc
[164] data
[119] #datascience
[108] ai
[96] join
[93] science
[91] free
[77] 20
[76] register
[67] learning

Top Words in Tweet in G2:
[173] #ai
[112] #machinelearning
[108] aisoma_ag
[84] #datascience
[71] ipfconline1
[56] co
[53] nupgati7vr
[48] odsc
[46] ronald_vanloon
[44] #statistics

Top Words in Tweet in G3:
[28] data
[22] odsc
[17] learning
[16] science
[13] #ai
[10] #ml
[9] ai
[8] machine
[6] implementing
[6] 2019

Top Words in Tweet in G4:
[31] check
[31] video
[31] #odsc_india
[31] 2019
[30] register
[27] 2020
[20] odsc_india
[19] #datascience
[18] #ai
[13] conference

Top Words in Tweet in G5:
[5] few
[5] ai
[5] research
[5] labs
[5] west
[5] coast
[5] odsc
[5] open
[5] data
[5] science

Top Words in Tweet in G6:
[30] disability
[17] people
[13] here's
[11] bluntshovels
[9] review
[9] died
[8] odscvictoria
[8] victorians
[8] dying
[8] 29

Top Words in Tweet in G7:
[17] learning
[16] sequence
[16] modelling
[16] deep
[16] #deeplearning
[13] machinelearnflx
[3] odsc
[2] sentiment
[2] analysis
[2] predict

Top Words in Tweet in G8:
[55] barça
[49] 2019
[35] mirad
[34] madrid
[31] clásico
[31] mucha
[31] última
[31] hora
[30] atención
[30] declaraciones

Top Words in Tweet in G10:
[2] podcastedtech
[2] #data
[2] imeccot

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[151] data,science
[102] #ai,#machinelearning
[76] mucha,atención
[74] machine,learning
[73] última,hora
[73] diciembre,2019
[65] 2019,20
[64] 20,free
[60] odsc,east
[57] co,nupgati7vr

Top Word Pairs in Tweet in G1:
[93] data,science
[52] 20,free
[50] free,resources
[46] machine,learning
[45] odsc,east
[38] guide,20
[36] join,free
[36] #odsc,recently
[36] recently,released
[36] released,odsc

Top Word Pairs in Tweet in G2:
[85] #ai,#machinelearning
[53] co,nupgati7vr
[42] anatomy,chatbot
[42] chatbot,co
[42] nupgati7vr,#chatbot
[42] #chatbot,#bots
[42] #bots,#conversationalai
[42] #conversationalai,#ux
[42] #ux,#ai
[42] #machinelearning,#customerservice

Top Word Pairs in Tweet in G3:
[16] data,science
[9] #ml,#ai
[8] machine,learning
[6] open,data
[6] deep,learning
[5] odsc,open
[3] steps,implementing
[3] implementing,data
[3] data,literacy
[3] literacy,driven

Top Word Pairs in Tweet in G4:
[31] check,video
[31] #odsc_india,2019
[29] 2019,register
[26] register,2020
[17] odsc_india,check
[15] #datascience,#ai
[13] 2020,conference
[10] #ai,#ml
[9] machine,learning
[8] save,#datascience

Top Word Pairs in Tweet in G5:
[5] few,ai
[5] ai,research
[5] research,labs
[5] labs,west
[5] west,coast
[5] coast,odsc
[5] odsc,open
[5] open,data
[5] data,science
[4] science,fklivestolearn

Top Word Pairs in Tweet in G6:
[8] victorians,disability
[8] disability,dying
[8] dying,29
[8] 29,years
[8] years,earlier
[8] earlier,people
[8] people,without
[8] without,disability
[8] disability,more
[8] more,information

Top Word Pairs in Tweet in G7:
[16] sequence,modelling
[16] modelling,deep
[16] deep,learning
[16] learning,#deeplearning
[13] machinelearnflx,sequence
[2] odsc,sentiment
[2] sentiment,analysis
[2] analysis,predict
[2] predict,accuracy
[2] accuracy,underlying

Top Word Pairs in Tweet in G8:
[31] última,hora
[30] mucha,atención
[23] diciembre,2019
[21] 2019,20
[18] mirad,dice
[16] liga,santander
[14] salta,sorpresa
[13] santander,2019
[10] leo,messi
[10] puedo,creer

Top Replied-To
Top Replied-To in Entire Graph:
@odsc
@cioapplications
@cioreview
@nkaffashzadeh
@srikrishnad
@kirkdborne
@prolucid
@sbucloud
@shweta_go
@chrisbergh

Top Replied-To in G1:
@odsc
@cioapplications
@prolucid
@srikrishnad
@nkaffashzadeh
@cioreview
@kirkdborne
@shweta_go
@chrisbergh
@morsapaes

Top Replied-To in G2:
@sbucloud

Top Replied-To in G4:
@panditsaikat

Top Replied-To in G6:
@odscvictoria

Top Replied-To in G7:
@scikit_learn

Top Replied-To in G10:
@soph_bailey

Top Mentioned
Top Mentioned in Entire Graph:
@odsc
@aisoma_ag
@ipfconline1
@kirkdborne
@ceo_aisoma
@ronald_vanloon
@mvollmer1
@stanford__ai
@terence_mills
@odsc_india

Top Mentioned in G1:
@odsc
@kirkdborne
@stanford__ai
@ipfconline1
@atscale
@nick_acosta
@diyyah92
@technopark_zh
@andyneely
@knime

Top Mentioned in G2:
@aisoma_ag
@ipfconline1
@odsc
@ronald_vanloon
@ceo_aisoma
@mvollmer1
@terence_mills
@evankirstel
@m
@s

Top Mentioned in G3:
@drsidjreddy
@wsjp_insight

Top Mentioned in G4:
@odsc_india
@odsc
@nashjain
@druidio
@vitalflux
@venar82
@bargava
@_ashishvikram_
@mathew_jaya
@datitran

Top Mentioned in G5:
@fklivestolearn
@junjudapi
@thec
@tachouhoner
@th
@thecloudand_me
@fogle_shane
@gvalan
@drhiot
@drjdrooghaag

Top Mentioned in G6:
@bluntshovels
@odscvictoria

Top Mentioned in G7:
@machinelearnflx
@odsc
@kirkdborne
@ianozsvald

Top Mentioned in G8:
@orgullosofutbol

Top Mentioned in G9:
@mariocampos
@inacatrinescu
@alliekmiller
@odsc
@mikefeerick
@maurimm
@liebano
@imdeepamenon
@qtf
@carestream

Top Mentioned in G10:
@cbkandiko
@podcastedtech
@higherbaker
@ourworldindata
@bigdatasoc
@datasciencectrl
@kc_dama
@imeccot
@databeersbru
@datastories

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jiocare
@evankirstel
@chidambara09
@lizardogramcko
@clairebotai
@eraser
@rosenchild
@billnigh
@iam__network

Top Tweeters in G1:
@chidambara09
@clairebotai
@rosenchild
@billnigh
@calcaware
@parvez1
@openmarketingtv
@dirac7
@maperez324
@fmfrancoise

Top Tweeters in G2:
@sectest9
@evankirstel
@swissbusiness
@tess_blue815
@nomoreslaves
@ssxman2
@yvesmulkers
@bernardo_pirola
@2601manish
@vivekghosal

Top Tweeters in G3:
@fredyandradea
@paulportesi
@koendvh
@chuck_moeller
@curated_data
@lmggr
@mscavazzin
@deoboijeuot12
@tomi63888049
@roger_m_taylor

Top Tweeters in G4:
@samsungindia
@thecuriousluke
@ccprakay
@nashjain
@udacity
@intel
@analyticsindiam
@inteliot
@shri_kush
@datasciencedojo

Top Tweeters in G5:
@gvalan
@drferdowsi
@junjudapi
@urfagundem
@tachouhoner
@drjdrooghaag
@archonsec
@jgrobicki
@fogle_shane
@dak970

Top Tweeters in G6:
@koparafallskid
@saraheholl
@connconnection
@jesshealywalton
@dpeters1977
@bluntshovels
@pwdaustralia
@rustyhoe
@pauline_mh1
@drhdickinson

Top Tweeters in G7:
@machinelearnflx
@newsneus
@dolhani
@joanmanueluc
@westham999
@yogeshbang
@michaellgraves
@scikit_learn
@ianozsvald
@theneomatrix369

Top Tweeters in G8:
@lizardogramcko
@orochamen
@orgullosofutbol
@horacioorquin
@mariehabbi
@chuserodriguez
@danyhr31
@carlos_alexis9
@l_arana7
@romorotori

Top Tweeters in G9:
@mariocampos
@qtf
@maurimm
@liebano
@johnsonwhitney
@carestream
@mikefeerick
@johnsoncontrols
@alliekmiller
@inacatrinescu

Top Tweeters in G10:
@datasciencectrl
@k_triquet
@podcastedtech
@soph_bailey
@cbkandiko
@higherbaker
@bigdatasoc
@datastories
@databeersbru
@imeccot