(corona OR coronavirus OR covid OR covid-19 OR cov-2) lang:en filter:images :(, Twitter, 3/17/2020 10:43:35 AM, 223068


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(corona OR coronavirus OR covid OR covid-19 OR cov-2) lang:en filter:images :( Twitter NodeXL SNA Ma
(corona OR coronavirus OR covid OR covid-19 OR cov-2) lang:en filter:images :( Twitter NodeXL SNA Ma
From:
SMRFoundation
Uploaded on:
March 17, 2020
Short Description:
(corona OR coronavirus OR covid OR covid-19 OR cov-2) lang:en filter:images :( via NodeXL http://bit.ly/3b3CE5z
@luizy0han
@lameaschris
@cznburak
@natsolorzano3
@hwangmindun
@mikejmika
@badgirlmel3
@theunrealrico
@23annjean
@tedhilakeer

Top hashtags:
#coronavirus

Description:
Description
The graph represents a network of 4,413 Twitter users whose recent tweets contained "(corona OR coronavirus OR covid OR covid-19 OR cov-2) lang:en filter:images :(", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 17 March 2020 at 10:14 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 15-minute period from Sunday, 08 March 2020 at 13:48 UTC to Tuesday, 17 March 2020 at 10:03 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 : 4413
Unique Edges : 4269
Edges With Duplicates : 63
Total Edges : 4332
Number of Edge Types : 5
Tweet : 752
Retweet : 3140
MentionsInRetweet : 97
Replies to : 166
Mentions : 177
Self-Loops : 761
Reciprocated Vertex Pair Ratio : 0.00028169014084507
Reciprocated Edge Ratio : 0.000563221627710504
Connected Components : 914
Single-Vertex Connected Components : 582
Maximum Vertices in a Connected Component : 1496
Maximum Edges in a Connected Component : 1496
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.002268
Graph Density : 0.0001823816922679
Modularity : 0.758018
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 4,413 Twitter users whose recent tweets contained "(corona OR coronavirus OR covid OR covid-19 OR cov-2) lang:en filter:images :(", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 17 March 2020 at 10:14 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 15-minute period from Sunday, 08 March 2020 at 13:48 UTC to Tuesday, 17 March 2020 at 10:03 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 : (corona OR coronavirus OR covid OR covid-19 OR cov-2) lang:en filter:images :(
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.winandmac.com/
[7] https://gov.uk/
[3] https://www.worldometers.info/coronavirus/
[3] https://www.eneba.com/blog/e3-2020-canceled-due-to-coronavirus-outbreak/
[2] https://www.hackster.io/dasdata/corofence-thermal-detector-f4436f
[2] https://onlyfans.com/emkultra
[2] https://www.webtoons.com/en/challenge/4-piece-/list?title_no=328077
[2] https://www.triplem.com.au/story/tom-hanks-is-in-australia-and-just-announced-to-the-world-that-he-has-the-virus-157863
[1] https://www.shorturl.at/kxC69
[1] https://www.youtube.com/c/7lmedia

Top URLs in Tweet in G3:
[3] https://www.worldometers.info/coronavirus/
[2] https://onlyfans.com/emkultra
[1] https://twitter.com/Crunchyroll/status/1236980872571760642
[1] https://nunatsiaq.com/stories/article/arctic-winter-games-cancelled-amid-covid-19-concerns/
[1] https://twitter.com/DrDenaGrayson/status/1237123318811185152
[1] https://m.facebook.com/story.php?story_fbid=10158341117979066&id=522864065&sfnsn=mo
[1] https://www.engadget.com/2020/03/09/apple-disinfectant-wipes-coronavirus/
[1] https://twitter.com/dietglossier/status/1237602077653663744
[1] https://twitter.com/deviousduck_/status/1237766133698174976
[1] https://twitter.com/KellyPawlak/status/1235733807820496896

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[224] coronavirus
[203] corona
[47] covid19
[37] agnation
[37] bestfanarmy
[33] covid_19
[27] disneyland
[27] selfquarantine
[27] happiestplaceonearth
[26] covidー19uk



Top Hashtags in Tweet in G3:
[83] coronavirus
[21] covid19
[16] covid_19
[13] corona
[9] covidー19
[7] coronaoutbreak
[6] coronaviruspandemic
[5] coronavirusoutbreak
[4] covid2019
[4] coronapocalypse

Top Hashtags in Tweet in G4:
[177] corona

Top Hashtags in Tweet in G6:
[28] coronavirus
[27] disneyland
[27] selfquarantine
[27] happiestplaceonearth
[1] lalockdown
[1] california

Top Hashtags in Tweet in G7:
[1] coronaoutbreak
[1] coronavirusupdate
[1] coronavirus

Top Hashtags in Tweet in G9:
[37] agnation
[37] bestfanarmy
[1] iheartawards

Top Words
Top Words in Tweet in Entire Graph:
[11080] Words in Sentiment List#1: Positive
[5393] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[129585] Non-categorized Words
[146058] Total Words
[3011] won
[2995] million
[2993] donated
[2207] corona
[1640] gt

Top Words in Tweet in G1:
[2992] donated
[2992] million
[2992] won
[1496] kim
[1496] yohan
[1496] 10
[1496] hope
[1496] bridge
[1496] corona
[1496] 2019

Top Words in Tweet in G2:
[608] ughhh
[608] know
[608] coronavirus
[608] news
[608] scaring
[608] seriously
[608] wish
[608] rn
[608] comfort
[608] hahaha

Top Words in Tweet in G3:
[220] corona
[155] coronavirus
[122] covid
[86] 19
[83] #coronavirus
[80] virus
[46] go
[45] due
[43] cancelled
[42] sad

Top Words in Tweet in G4:
[177] mood
[177] #corona

Top Words in Tweet in G5:
[112] hmm
[112] spoonz
[112] fansign
[112] postponed
[112] april
[112] 19th
[112] 2019
[112] due
[112] corona
[112] virus

Top Words in Tweet in G6:
[134] don
[94] #coronavirus
[67] dear
[67] netflix
[67] please
[67] down
[67] take
[67] good
[67] shows
[67] movies

Top Words in Tweet in G7:
[64] young
[64] healthy
[64] need
[64] understand
[64] end
[64] putting
[64] old
[64] ailing
[64] huge
[64] risk

Top Words in Tweet in G8:
[86] gt
[43] god
[43] still
[43] loves
[43] guess
[43] huhu
[43] tested
[43] negative
[43] covid
[43] 19

Top Words in Tweet in G9:
[37] agnezmo
[37] official
[37] statement
[37] career
[37] america
[37] vs
[37] corona
[37] virus
[37] covid
[37] 19

Top Words in Tweet in G10:
[32] word
[32] teenage
[32] son's
[32] anticipated
[32] weekend
[32] stay
[32] camp
[32] crystal
[32] lake
[32] cancelled

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2992] million,won
[1501] hand,sanitizer
[1498] gt,lt
[1497] truly,best
[1496] kim,yohan
[1496] yohan,donated
[1496] donated,10
[1496] 10,million
[1496] won,hope
[1496] hope,bridge

Top Word Pairs in Tweet in G1:
[2992] million,won
[1496] kim,yohan
[1496] yohan,donated
[1496] donated,10
[1496] 10,million
[1496] won,hope
[1496] hope,bridge
[1496] bridge,corona
[1496] corona,2019
[1496] 2019,prevention

Top Word Pairs in Tweet in G2:
[608] ughhh,know
[608] know,coronavirus
[608] coronavirus,news
[608] news,scaring
[608] scaring,seriously
[608] seriously,wish
[608] wish,rn
[608] rn,comfort
[608] comfort,hahaha
[608] hahaha,jk

Top Word Pairs in Tweet in G3:
[84] covid,19
[70] corona,virus
[17] stay,safe
[16] tom,hanks
[14] due,coronavirus
[11] cancelled,due
[11] due,covid
[9] due,corona
[9] tested,positive
[8] #coronavirus,#covid19

Top Word Pairs in Tweet in G4:
[177] mood,#corona

Top Word Pairs in Tweet in G5:
[112] hmm,spoonz
[112] spoonz,fansign
[112] fansign,postponed
[112] postponed,april
[112] april,19th
[112] 19th,2019
[112] 2019,due
[112] due,corona
[112] corona,virus

Top Word Pairs in Tweet in G6:
[67] dear,netflix
[67] netflix,please
[67] please,don
[67] don,down
[67] down,don
[67] don,take
[67] take,good
[67] good,shows
[67] shows,movies
[67] movies,time

Top Word Pairs in Tweet in G7:
[64] young,healthy
[64] healthy,need
[64] need,understand
[64] understand,end
[64] end,putting
[64] putting,old
[64] old,ailing
[64] ailing,huge
[64] huge,risk
[64] risk,feeling

Top Word Pairs in Tweet in G8:
[43] god,still
[43] still,loves
[43] loves,guess
[43] guess,huhu
[43] huhu,tested
[43] tested,negative
[43] negative,covid
[43] covid,19
[43] 19,gt
[43] gt,thanks

Top Word Pairs in Tweet in G9:
[37] agnezmo,official
[37] official,statement
[37] statement,career
[37] career,america
[37] america,vs
[37] vs,corona
[37] corona,virus
[37] virus,covid
[37] covid,19
[37] 19,#agnation

Top Word Pairs in Tweet in G10:
[32] word,teenage
[32] teenage,son's
[32] son's,anticipated
[32] anticipated,weekend
[32] weekend,stay
[32] stay,camp
[32] camp,crystal
[32] crystal,lake
[32] lake,cancelled
[32] cancelled,due

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@pjluveverything
@raejeanhightow8
@susi079
@fernb2uty
@abscbnnews
@hbker07
@dgendvil
@splatoon_clip
@fourtyyhjr

Top Tweeters in G1:
@pjluveverything
@fernb2uty
@hbker07
@kimdreamcrush
@noon_jutamad
@year2n
@jourthong
@hellomymellody
@frommetothe_m
@__may_ii

Top Tweeters in G2:
@moonljghtdreams
@mckenzeemariee
@wristsisfrogs
@trapdollazmanny
@emostepson
@peroladivandoo
@officiaired
@hamizan
@hoiydun
@indigoskater47

Top Tweeters in G3:
@imjustfangirl
@shonatiger
@2nevania1
@emptycicada_yoi
@_d_a_n_i_e_l__b
@statespoll
@superstarbighit
@garbitch__
@martinlieberman
@pab0sarang

Top Tweeters in G4:
@olguitapumita
@iqmlhsym
@daigatana
@tw_nd_1984
@catyann0
@emma62511
@malisaricam
@valtsman
@erhanmeteonline
@so0so02

Top Tweeters in G5:
@fourtyyhjr
@itqray
@pupaenaja_jrs2
@pumpkinpaztel
@m1nhy9n
@alwaysexo408
@cubebabyk
@imoodzyou
@staystill___
@melodypik

Top Tweeters in G6:
@raejeanhightow8
@dgendvil
@drjimmystar
@kawail_man
@robin5362
@larideshareguy
@deb_tiva
@berniedoesit
@pink22karen
@amerikangirlll

Top Tweeters in G7:
@tufailelif
@vdhiman_89
@dhanyarajendran
@sidbee17
@thewhatsappguy
@dubash
@danhusain
@prasan_kumar
@rushinamg
@samosawallah

Top Tweeters in G8:
@imbrianzepeda
@kjcagampangrmt
@russelmatthew_
@caspauuur
@_cassiopeiaaaa
@yyumipacsi
@nicoleeandal
@sxtrunxx_
@memngz
@hulyaadante

Top Tweeters in G9:
@vinmaanuel
@hellodion
@maulananodwicah
@mariasi65508815
@sitmar90
@renabsaheer
@iamagnation
@rio_grandeh2000
@adryanmananda
@theagnezmoworld

Top Tweeters in G10:
@kelios
@izzyicethunder
@badgirlmel3
@asimplepiemaker
@eddiesykes_
@deathbruzer
@unite_and_fight
@reigilgamesh
@0perationzer0
@mikejmika


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