istecnico, Twitter, 8/5/2020 7:05:55 PM, 231944


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istecnico_2020-08-05_12-03-50.xlsx
istecnico_2020-08-05_12-03-50.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 05, 2020
Short Description:
istecnico via NodeXL https://bit.ly/2XwwZR2
@istecnico
@madril
@natrodlopes1
@devin_eleven
@irina_gomes
@cmuportugal
@cerena_research
@redawnaa
@aredesmarcel
@nintec_pt

Top hashtags:
#mitportugal
#nos
#ist
#mathematics
#physics
#machinelearning
#cmuportugal
#water

Description:
Description
The graph represents a network of 127 Twitter users whose recent tweets contained "istecnico", 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 Wednesday, 05 August 2020 at 19:04 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 59-minute period from Monday, 27 July 2020 at 18:27 UTC to Wednesday, 05 August 2020 at 15:26 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 : 127
Unique Edges : 278
Edges With Duplicates : 104
Total Edges : 382
Number of Edge Types : 5
MentionsInRetweet : 105
Mentions : 200
Retweet : 33
Replies to : 42
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0557377049180328
Reciprocated Edge Ratio : 0.105590062111801
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 127
Maximum Edges in a Connected Component : 382
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.506789
Graph Density : 0.0201224846894138
Modularity : 0.503855
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 127 Twitter users whose recent tweets contained "istecnico", 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 Wednesday, 05 August 2020 at 19:04 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 59-minute period from Monday, 27 July 2020 at 18:27 UTC to Wednesday, 05 August 2020 at 15:26 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 : TwitterSearch
Graph Term : istecnico
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:
[5] https://mpml.tecnico.ulisboa.pt/seminars
[5] https://videoconf-colibri.zoom.us/j/91599759679
[4] https://www.mitportugal.org/news/c-tech-summer-school-applications-open-for-15-studentships-until-july-27
[3] https://twitter.com/rjgsousa/status/1288934056789450753
[3] https://twitter.com/leoap/status/1290599890070970368
[3] https://ionline.sapo.pt/artigo/704200/-para-um-futuro-mais-verde-o-engenheiro-de-minas?seccao=Opini%C3%A3o
[3] https://tecnico.ulisboa.pt/pt/noticias/campus-e-comunidade/leituras-de-verao-uma-visita-a-estante-do-professor-leonel-sousa/
[3] https://twitter.com/APAV_Online/status/1288409206295425025
[3] https://tecnico.ulisboa.pt/pt/noticias/campus-e-comunidade/10-a-edicao-da-lisbon-machine-learning-school-cativa-mais-de-240-participantes/
[2] https://twitter.com/spquimica/status/1291031495960866817

Top URLs in Tweet in G1:
[3] https://twitter.com/leoap/status/1290599890070970368
[3] https://tecnico.ulisboa.pt/pt/noticias/campus-e-comunidade/leituras-de-verao-uma-visita-a-estante-do-professor-leonel-sousa/
[3] https://ionline.sapo.pt/artigo/704200/-para-um-futuro-mais-verde-o-engenheiro-de-minas?seccao=Opini%C3%A3o
[2] https://www.sciencedirect.com/science/article/abs/pii/S0896844620302394
[2] https://www.youtube.com/watch?v=D2UKQPKMjr4&feature=youtu.be

[2] http://www.90segundosdeciencia.pt/episodes/ep-908-paulo-ferrao/
[1] https://twitter.com/justinesherry/status/1290653671865430017
[1] https://tecnico.ulisboa.pt/en/news/1st-c2tn-summer-school-carisma-2020/
[1] https://www.mitportugal.org/news/c-tech-summer-school-applications-open-for-15-studentships-until-july-27
[1] https://twitter.com/90segundosPT/status/1288492278093406208

Top URLs in Tweet in G2:
[1] https://tecnico.ulisboa.pt/pt/noticias/campus-e-comunidade/10-a-edicao-da-lisbon-machine-learning-school-cativa-mais-de-240-participantes/

Top URLs in Tweet in G3:
[2] https://twitter.com/spquimica/status/1291031495960866817

Top URLs in Tweet in G4:
[2] https://twitter.com/rjgsousa/status/1288934056789450753
[1] https://twitter.com/justinesherry/status/1290653671865430017

Top URLs in Tweet in G5:
[5] https://mpml.tecnico.ulisboa.pt/seminars
[5] https://videoconf-colibri.zoom.us/j/91599759679
[2] https://tecnico.ulisboa.pt/pt/noticias/campus-e-comunidade/10-a-edicao-da-lisbon-machine-learning-school-cativa-mais-de-240-participantes/

Top URLs in Tweet in G6:
[3] https://www.mitportugal.org/news/c-tech-summer-school-applications-open-for-15-studentships-until-july-27

Top URLs in Tweet in G7:
[1] https://en.m.wikipedia.org/wiki/B-Method

Top URLs in Tweet in G8:
[3] https://twitter.com/APAV_Online/status/1288409206295425025

Top URLs in Tweet in G9:
[2] https://link.springer.com/chapter/10.1007%2F978-981-15-5772-9_18#citeas

Top URLs in Tweet in G10:
[2] https://iopscience.iop.org/article/10.1088/1367-2630/aba653

Top Domains
Top Domains in Tweet in Entire Graph:
[18] twitter.com
[13] ulisboa.pt
[5] zoom.us
[4] mitportugal.org
[4] sapo.pt
[2] sciencedirect.com
[2] springer.com
[2] youtube.com
[2] 90segundosdeciencia.pt
[2] iop.org

Top Domains in Tweet in G1:
[10] twitter.com
[5] ulisboa.pt
[4] sapo.pt
[2] sciencedirect.com
[2] youtube.com
[2] 90segundosdeciencia.pt
[1] mitportugal.org
[1] engenhoearte.info

Top Domains in Tweet in G2:
[1] ulisboa.pt

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[7] ulisboa.pt
[5] zoom.us

Top Domains in Tweet in G6:
[3] mitportugal.org

Top Domains in Tweet in G7:
[1] wikipedia.org

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

Top Domains in Tweet in G9:
[2] springer.com

Top Domains in Tweet in G10:
[2] iop.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] mitportugal
[9] nos
[5] ist
[5] mathematics
[5] physics
[5] machinelearning
[4] cmuportugal
[4] water
[3] cs
[3] computerscience



Top Hashtags in Tweet in G1:
[2] summer
[2] books
[2] mitportugal
[2] nos
[2] 90segundosciência
[1] academictwitter
[1] phdjobs
[1] cmufaculty
[1] facultyhiring
[1] ist

Top Hashtags in Tweet in G3:
[2] blackinchem

Top Hashtags in Tweet in G4:
[3] cmuportugal
[2] cs
[2] computerscience
[2] jobscs
[2] datascience
[1] academictwitter
[1] phdjobs
[1] cmufaculty
[1] facultyhiring
[1] blockchain

Top Hashtags in Tweet in G5:
[5] mathematics
[5] physics
[5] machinelearning

Top Hashtags in Tweet in G6:
[7] mitportugal
[7] nos
[4] ist

Top Hashtags in Tweet in G9:
[4] water
[2] droughts
[2] sustainability
[2] hydrology

Top Words
Top Words in Tweet in Entire Graph:
[100] istecnico
[24] feup_porto
[23] rmaranhao
[23] ulisboa_
[23] uporto
[16] research
[12] professor
[11] work
[10] project
[10] cerena_research

Top Words in Tweet in G1:
[34] istecnico
[10] cerena_research
[9] research
[9] work
[7] opinion
[7] article
[7] leoap
[5] professor
[5] mais
[5] os

Top Words in Tweet in G2:
[27] istecnico
[23] feup_porto
[22] ulisboa_
[22] uporto
[21] rmaranhao
[7] professor
[7] parabéns
[7] rui
[6] lt
[6] gt

Top Words in Tweet in G3:
[4] cqe_lisboa
[4] istecnico
[2] todas
[2] pessoas
[2] fazem
[2] comunidade
[2] #blackinchem
[2] sigam
[2] hashtag
[2] partir

Top Words in Tweet in G4:
[3] #cmuportugal
[3] project
[3] promoted
[3] istecnico
[2] research
[2] call
[2] open
[2] applied
[2] scientist
[2] lead

Top Words in Tweet in G5:
[10] quantum
[7] machine
[7] learning
[7] istecnico
[5] coming
[5] hours
[5] tensorflow
[5] open
[5] source
[5] framework

Top Words in Tweet in G6:
[8] istecnico
[7] tech
[7] #mitportugal
[7] #nos
[7] technology
[4] starts
[4] today
[4] 'c
[4] summer
[4] school'

Top Words in Tweet in G7:
[2] rcarmo
[2] celso
[2] dmconstantino
[2] davipt
[2] cu_cu
[2] umsobrezero
[2] istecnico

Top Words in Tweet in G8:
[6] apoiar
[6] apav
[4] istecnico
[4] apav_online
[3] fotografada
[3] minha
[3] nova
[3] casa
[3] campanha
[3] seus

Top Words in Tweet in G9:
[6] ceris_ist_pt
[6] istecnico
[4] chapter
[4] #water
[2] thank
[2] book
[2] useful
[2] reference
[2] graduate
[2] students

Top Words in Tweet in G10:
[2] recent
[2] paper
[2] led
[2] marija
[2] golp_ipfn
[2] istecnico
[2] scaling
[2] laws
[2] direct
[2] laser

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] istecnico,ulisboa_
[23] feup_porto,uporto
[22] rmaranhao,istecnico
[20] ulisboa_,feup_porto
[8] paulo,ferrão
[8] machine,learning
[7] opinion,article
[6] cerena_research,istecnico
[6] uporto,parabéns
[6] ceris_ist_pt,istecnico

Top Word Pairs in Tweet in G1:
[7] opinion,article
[6] cerena_research,istecnico
[4] leoap,cerena_research
[4] paulo,ferrão
[4] article,leoap
[3] article,need
[3] need,local
[3] local,risk
[3] risk,maps
[3] maps,covid

Top Word Pairs in Tweet in G2:
[22] istecnico,ulisboa_
[22] feup_porto,uporto
[21] rmaranhao,istecnico
[19] ulisboa_,feup_porto
[5] uporto,parabéns
[4] uporto,congrats
[3] istecnico,informatica_ist
[3] lt,associate
[3] associate,professor
[3] professor,lt

Top Word Pairs in Tweet in G3:
[2] todas,pessoas
[2] pessoas,fazem
[2] fazem,comunidade
[2] comunidade,#blackinchem
[2] #blackinchem,sigam
[2] sigam,hashtag
[2] hashtag,partir
[2] partir,agora
[2] agora,especialmente
[2] especialmente,semana

Top Word Pairs in Tweet in G4:
[3] #cmuportugal,project
[3] project,promoted
[2] call,open
[2] open,applied
[2] applied,scientist
[2] scientist,lead
[2] lead,work
[2] work,rjgsousa
[2] rjgsousa,under
[2] under,scope

Top Word Pairs in Tweet in G5:
[7] machine,learning
[5] coming,hours
[5] hours,tensorflow
[5] tensorflow,quantum
[5] quantum,open
[5] open,source
[5] source,framework
[5] framework,hybrid
[5] hybrid,quantum
[5] quantum,classical

Top Word Pairs in Tweet in G6:
[4] starts,today
[4] today,istecnico
[4] istecnico,'c
[4] 'c,tech
[4] tech,summer
[4] summer,school'
[4] school',presence
[4] presence,minister
[4] minister,science
[4] science,technology

Top Word Pairs in Tweet in G7:
[2] rcarmo,celso
[2] celso,dmconstantino
[2] dmconstantino,davipt
[2] davipt,cu_cu
[2] cu_cu,umsobrezero

Top Word Pairs in Tweet in G8:
[3] fotografada,minha
[3] minha,nova
[3] nova,casa
[3] casa,istecnico
[3] istecnico,apoiar
[3] apoiar,apav_online
[3] apav_online,campanha
[3] campanha,seus
[3] seus,30
[3] 30,anos

Top Word Pairs in Tweet in G9:
[6] ceris_ist_pt,istecnico
[2] istecnico,thank
[2] book,chapter
[2] chapter,useful
[2] useful,reference
[2] reference,chapter
[2] chapter,graduate
[2] graduate,students
[2] students,academics
[2] academics,practicing

Top Word Pairs in Tweet in G10:
[2] recent,paper
[2] paper,led
[2] led,marija
[2] marija,golp_ipfn
[2] golp_ipfn,istecnico
[2] istecnico,scaling
[2] scaling,laws
[2] laws,direct
[2] direct,laser
[2] laser,acceleration

Top Replied-To
Top Replied-To in Entire Graph:
@rmaranhao
@devin_eleven
@pe100chinela_
@pradeeban
@alban_kuriqi
@rcarmo
@cerena_research
@mendonca3012
@istecnico
@exgenesis

Top Replied-To in G1:
@pe100chinela_
@pradeeban
@rmaranhao
@cerena_research
@mendonca3012
@istecnico
@exgenesis
@chiaramanfletti

Top Replied-To in G2:
@rmaranhao
@silvia_castro

Top Replied-To in G3:
@devin_eleven

Top Replied-To in G6:
@rmaranhao

Top Replied-To in G7:
@rcarmo

Top Replied-To in G8:
@joanaloa

Top Replied-To in G9:
@alban_kuriqi
@mohsenhiwa
@erand_llanaj

Top Mentioned
Top Mentioned in Entire Graph:
@istecnico
@ulisboa_
@feup_porto
@uporto
@cerena_research
@leoap
@ceris_ist_pt
@novaims
@ciencia_pt
@informatica_ist

Top Mentioned in G1:
@istecnico
@cerena_research
@leoap
@josegranjo9
@inescid
@protocollabs
@scsatcmu
@informatica_ist
@ciencia_pt
@novaims

Top Mentioned in G2:
@istecnico
@ulisboa_
@feup_porto
@uporto
@informatica_ist

Top Mentioned in G3:
@cqe_lisboa
@istecnico
@scicompt
@osu_cbc
@pitt_chemistry
@mcgillchemistry
@michiganchem
@tuchembot
@sheffieldchem
@leicesterchem

Top Mentioned in G4:
@istecnico
@rjgsousa
@farfetch
@novalincs
@fctnova
@isr_lisboa
@ltiatcmu
@scsatcmu
@novaims
@cmuengineering

Top Mentioned in G5:
@istecnico
@tensorflow
@masoud_mohseni
@googleai

Top Mentioned in G6:
@istecnico
@ciencia_pt
@novaims
@mit
@lisboaenova
@infoceiia
@ulisboa_
@feup_porto
@uporto

Top Mentioned in G7:
@celso
@dmconstantino
@davipt
@cu_cu
@umsobrezero
@istecnico

Top Mentioned in G8:
@istecnico
@apav_online

Top Mentioned in G9:
@ceris_ist_pt
@istecnico

Top Mentioned in G10:
@golp_ipfn
@istecnico
@iopscience
@njphysics

Top Tweeters
Top Tweeters in Entire Graph:
@thecuriousluke
@luisb
@sapo
@madril
@antena1rtp
@devin_eleven
@techtrendingnow
@justinesherry
@dmconstantino
@jcangaia

Top Tweeters in G1:
@luisb
@sapo
@antena1rtp
@exgenesis
@publicop3
@pradeeban
@juanbenet
@istecnico
@leoap
@jff

Top Tweeters in G2:
@justinesherry
@azaidman
@xmal
@uporto
@davidcshepherd
@branmorrighan
@gustavopinto
@silvia_castro
@rapzo
@rmaranhao

Top Tweeters in G3:
@devin_eleven
@durhamchemistry
@natrodlopes1
@scicompt
@sheffieldchem
@osu_cbc
@quimicaub
@michiganchem
@tuchembot
@mcgillchemistry

Top Tweeters in G4:
@farfetch
@scsatcmu
@cmuengineering
@cmuportugal
@rjgsousa
@fctnova
@ltiatcmu
@isr_lisboa
@novalincs

Top Tweeters in G5:
@thecuriousluke
@techtrendingnow
@drandredavid
@johnengine_
@googleai
@tensorflow
@mariotelfig
@pedrobalage
@masoud_mohseni

Top Tweeters in G6:
@mit
@zitamartins
@mitportugal
@ciencia_pt
@novaims
@jjfrod
@lisboaenova
@infoceiia

Top Tweeters in G7:
@madril
@dmconstantino
@celso
@rcarmo
@cu_cu
@davipt
@umsobrezero

Top Tweeters in G8:
@jcangaia
@carolinareis
@joanaloa
@apav_online
@cryst_t

Top Tweeters in G9:
@waterbot_h2o
@erand_llanaj
@alban_kuriqi
@mohsenhiwa
@ceris_ist_pt

Top Tweeters in G10:
@njphysics
@luis_os
@golp_ipfn
@iopscience


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