berkman, Twitter, 2/23/2021 2:17:07 PM, 249447


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berkman_2021-02-23_05-25-33.xlsx
berkman_2021-02-23_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
berkman via NodeXL https://bit.ly/3uols5a
@austinenergy
@traviscountytx
@atxscan
@austintexasgov
@joanndwyer5
@michaelschwab13
@kitoconnell
@janeonfox7
@mayoradler
@theaceofspaeder

Top hashtags:
#astros
#yankees
#artistsontwitter
#austinpoweroutage
#healthpassports

Description:
Description
The graph represents a network of 2,003 Twitter users whose tweets in the requested range contained "berkman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 February 2021 at 13:27 UTC.

The requested start date was Tuesday, 23 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 18-hour, 16-minute period from Tuesday, 09 February 2021 at 01:13 UTC to Monday, 22 February 2021 at 19:29 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 : 2003
Unique Edges : 932
Edges With Duplicates : 3174
Total Edges : 4106
Number of Edge Types : 5
Tweet : 637
Replies to : 304
Retweet : 1342
MentionsInRetweet : 1528
Mentions : 295
Self-Loops : 645
Reciprocated Vertex Pair Ratio : 0.0167627029858565
Reciprocated Edge Ratio : 0.0329726944873776
Connected Components : 330
Single-Vertex Connected Components : 144
Maximum Vertices in a Connected Component : 579
Maximum Edges in a Connected Component : 1328
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.859653
Graph Density : 0.000484039176001233
Modularity : 0.488032
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,003 Twitter users whose tweets in the requested range contained "berkman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 February 2021 at 13:27 UTC.

The requested start date was Tuesday, 23 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 18-hour, 16-minute period from Tuesday, 09 February 2021 at 01:13 UTC to Monday, 22 February 2021 at 19:29 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 : berkman
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:
[9] https://www.nytimes.com/2021/02/09/sports/hockey/lamoureux-twins-us-women-hockey.html?partner=IFTTT
[7] http://www.sigalert.com/Map.asp?region=Austin
[6] https://twitter.com/theaceofspaeder/status/1363248012991090688
[6] https://medium.com/berkman-klein-center/why-the-resignation-of-the-dutch-government-is-a-good-reminder-of-how-important-it-is-to-monitor-2c599c1e0100
[5] https://theanarchistlibrary.org/library/alexander-berkman-what-is-communist-anarchism
[5] https://hatandbeard.com/products/predicting-the-past-zohar-studios-the-lost-years
[4] https://youtu.be/7fkqd4By_VE
[4] https://twitter.com/theaceofspaeder/status/1363451046543163397
[4] http://austintexas.gov/news/limited-shelter-space-available-most-vulnerable
[4] https://medium.com/berkman-klein-center/the-dangers-of-blockchain-enabled-immunity-passports-for-covid-19-5ff84cacb290

Top URLs in Tweet in G1:
[9] https://www.nytimes.com/2021/02/09/sports/hockey/lamoureux-twins-us-women-hockey.html?partner=IFTTT
[7] http://www.sigalert.com/Map.asp?region=Austin
[4] https://youtu.be/7fkqd4By_VE
[3] https://www.instagram.com/accounts/login/
[3] https://www.google.com:443/maps?q=30.290134,-97.698793
[2] https://medium.com/berkman-klein-center/why-the-resignation-of-the-dutch-government-is-a-good-reminder-of-how-important-it-is-to-monitor-2c599c1e0100
[2] https://opportunite.africa/berkman-klein-center-for-internet-society-sprint-de-recherche-printemps-2021-pour-les-etudiants-de-niveau-master-et-doctorat/
[2] https://www.intelregion.com/scholarships/apply-2021-harvard-univeristy-berkman-klein-center-research-competition-1000usd-prize/
[2] https://twitter.com/espn/status/1362119986723115008
[2] https://twitter.com/theaceofspaeder/status/1363248012991090688

Top URLs in Tweet in G2:
[3] https://twitter.com/theaceofspaeder/status/1363451046543163397
[1] https://twitter.com/dchard21/status/1362562935827013633

Top URLs in Tweet in G3:
[1] http://austintexas.gov/news/limited-shelter-space-available-most-vulnerable

Top URLs in Tweet in G4:
[1] https://twitter.com/UberKingAirport/status/1363551197295214596

Top URLs in Tweet in G5:
[2] http://austintexas.gov/news/limited-shelter-space-available-most-vulnerable
[1] http://www.austintexas.gov/news/austintravis-county-opens-10-water-distribution-sites

Top URLs in Tweet in G6:
[5] https://hatandbeard.com/products/predicting-the-past-zohar-studios-the-lost-years

Top URLs in Tweet in G8:
[2] https://twitter.com/theaceofspaeder/status/1363248012991090688
[1] https://twitter.com/theaceofspaeder/status/1363451046543163397
[1] https://twitter.com/michaelschwab13/status/1359555428196245505

Top URLs in Tweet in G9:
[1] https://twitter.com/austinenergy/status/1361746805092872194

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] astros
[8] yankees
[7] artistsontwitter
[7] austinpoweroutage
[7] healthpassports
[7] atxtraffic
[6] art
[6] dogsoftwitter
[6] quotes
[6] blockchain



Top Hashtags in Tweet in G1:
[7] atxtraffic
[6] travis
[6] quotes
[3] astros
[2] stlcards
[2] curiousabout
[2] archivelo
[1] news
[1] leadership
[1] rangers

Top Hashtags in Tweet in G2:
[1] abreuhof
[1] re53ect

Top Hashtags in Tweet in G4:
[2] austinwater
[1] atxwater
[1] helptexas

Top Hashtags in Tweet in G8:
[1] notsorry

Top Words
Top Words in Tweet in Entire Graph:
[1026] berkman
[584] center
[456] events
[451] palmer
[417] rd
[411] 900
[406] barton
[404] springs
[373] austin
[343] school

Top Words in Tweet in G1:
[171] berkman
[30] lance
[25] center
[24] one
[24] barry
[23] alexander
[22] dr
[19] klein
[18] 2021
[12] internet

Top Words in Tweet in G2:
[104] theaceofspaeder
[92] during
[85] helton
[84] times
[84] safely
[84] base
[84] 2000s
[84] todd
[84] 796
[84] bobby

Top Words in Tweet in G3:
[98] school
[97] center
[97] rd
[96] palmer
[96] events
[96] 900
[96] barton
[96] springs
[96] mendez
[96] middle

Top Words in Tweet in G4:
[57] school
[55] berkman
[53] austin
[53] tx
[51] rd
[51] high
[47] center
[47] 7105
[44] water
[44] palmer

Top Words in Tweet in G5:
[153] austin
[107] dr
[96] events
[96] school
[90] rd
[89] palmer
[89] center
[89] 900
[89] barton
[87] springs

Top Words in Tweet in G6:
[93] berkman
[91] zacksnyder
[89] world
[88] wonder
[88] woman
[88] 1854
[88] amazing
[88] image
[88] shot
[88] stephen

Top Words in Tweet in G7:
[86] center
[74] traviscountytx
[74] water
[44] palmer
[44] events
[42] warming
[40] distribution
[40] sites
[38] shelters
[38] located

Top Words in Tweet in G8:
[80] berkman
[73] lance
[70] michaelschwab13
[61] happy
[61] birthday
[61] conqueror
[61] tal's
[61] hill
[8] one
[6] fallen

Top Words in Tweet in G9:
[88] center
[67] palmer
[67] rd
[66] austinenergy
[65] shelters
[65] located
[65] events
[65] 900
[65] barton
[65] springs

Top Words in Tweet in G10:
[7] trump
[6] vanonselenp
[6] good
[6] huffpost
[4] gtconway3d
[4] pathetic
[4] america
[4] done
[4] disgrace
[4] better

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[449] palmer,events
[448] events,center
[409] center,900
[405] 900,barton
[398] barton,springs
[393] springs,rd
[279] lance,berkman
[273] middle,school
[272] mendez,middle
[251] school,5106

Top Word Pairs in Tweet in G1:
[30] lance,berkman
[23] alexander,berkman
[19] berkman,klein
[19] berkman,dr
[18] klein,center
[16] barry,berkman
[11] center,internet
[11] internet,society
[10] lamoureux,twins
[10] twins,one

Top Word Pairs in Tweet in G2:
[84] times,safely
[84] safely,base
[84] base,during
[84] during,2000s
[84] 2000s,todd
[84] todd,helton
[84] helton,796
[84] 796,bobby
[84] bobby,abreu
[84] abreu,785

Top Word Pairs in Tweet in G3:
[96] palmer,events
[96] events,center
[96] center,900
[96] 900,barton
[96] barton,springs
[96] springs,rd
[96] mendez,middle
[96] middle,school
[95] betoorourke,addition
[95] addition,austin

Top Word Pairs in Tweet in G4:
[52] austin,tx
[47] 7105,berkman
[44] palmer,events
[44] events,center
[44] center,900
[44] 900,barton
[44] barton,springs
[44] springs,rd
[41] middle,school
[41] nelson,field

Top Word Pairs in Tweet in G5:
[89] palmer,events
[89] events,center
[89] center,900
[89] 900,barton
[87] barton,springs
[87] springs,rd
[87] mendez,middle
[87] middle,school
[87] school,5106
[87] 5106,village

Top Word Pairs in Tweet in G6:
[88] wonder,woman
[88] woman,1854
[88] 1854,amazing
[88] amazing,image
[88] image,shot
[88] shot,stephen
[88] stephen,berkman
[88] berkman,world
[88] world,war
[88] war,weary

Top Word Pairs in Tweet in G7:
[44] palmer,events
[44] events,center
[42] warming,center
[39] water,distribution
[38] shelters,located
[38] located,palmer
[37] safe,stay
[37] stay,home
[37] home,need
[37] need,warming

Top Word Pairs in Tweet in G8:
[72] lance,berkman
[61] happy,birthday
[61] birthday,lance
[61] berkman,conqueror
[61] conqueror,tal's
[61] tal's,hill
[60] michaelschwab13,happy
[6] berkman,fallen
[6] fallen,ballot
[6] ballot,one

Top Word Pairs in Tweet in G9:
[65] shelters,located
[65] located,palmer
[65] palmer,events
[65] events,center
[65] 900,barton
[65] barton,springs
[65] springs,rd
[64] center,900
[63] rd,main
[42] closely,monitoring

Top Word Pairs in Tweet in G10:
[2] pithywidow,gtconway3d
[2] well,done
[2] berkman_tim,huffpost

Top Replied-To
Top Replied-To in Entire Graph:
@theaceofspaeder
@michaelschwab13
@brianmctaggart
@vanonselenp
@zgrzr
@jenlada
@talltexan89
@berkman_tim
@huffpost
@jackie_berkman

Top Replied-To in G1:

Top Replied-To in G2:
@theaceofspaeder
@dandamanthereal
@not_potus_17
@seantpendergast
@bszubs11
@mcgunski

Top Replied-To in G3:
@betoorourke

Top Replied-To in G8:
@michaelschwab13
@thashark316

Top Replied-To in G9:
@aaultx
@austinenergy
@klpuerto
@tphish60

Top Replied-To in G10:
@vanonselenp
@huffpost
@berkman_tim
@nytimes
@eddyjokovich
@mrkrudd
@lenoretaylor
@wsj
@mjrowland68
@pithywidow

Top Mentioned
Top Mentioned in Entire Graph:
@jawestman
@betoorourke
@theaceofspaeder
@zacksnyder
@austintexasgov
@traviscountytx
@austinenergy
@michaelschwab13
@janeonfox7
@mayoradler

Top Mentioned in G1:
@recriweb

Top Mentioned in G2:
@theaceofspaeder
@seantpendergast
@mcgunski
@dagaustin2000
@dlocker12

Top Mentioned in G3:
@jawestman
@betoorourke
@austinenergy

Top Mentioned in G4:
@mayoradler
@gregcasar
@vanessaforatx
@austinenergy
@traviscountytx
@janeonfox7
@univision62
@telemundoaustin
@1071laz
@latino1027

Top Mentioned in G5:
@austintexasgov
@aisdpolice
@natashad1atx
@austinisd
@ahsnewss
@northeastechs

Top Mentioned in G6:
@zacksnyder

Top Mentioned in G7:
@traviscountytx
@kvue
@daraneshatv
@austintexasgov
@austinenergy

Top Mentioned in G8:
@michaelschwab13
@astrosfuture
@theaceofspaeder

Top Mentioned in G9:
@austinenergy
@ercot_iso
@hneilm
@michaelwright50
@txenergyreport
@mattmackowiak
@austin_energy
@thomascherlita
@traviscountytx
@klpuerto

Top Mentioned in G10:
@gtconway3d
@mikecarlton01
@scottmorrisonmp
@murpharoo
@peter_fitz
@huffpost
@michaelpascoe01
@greghuntmp
@jkalbrechtsen
@markdreyfusqcmp

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@diraholanda
@tacobell
@jmramos1701d
@mchastain81
@cnnturk
@huffpost
@adekleine
@all435reps
@he1fineartist

Top Tweeters in G1:
@suriyasubraman
@atxhobogrl
@northtrenton
@gerb3x
@afdincidents
@recriweb
@flarebooks
@insideralerts4u
@totaltrafficaus
@jferg52

Top Tweeters in G2:
@ashyvandross
@dagaustin2000
@eldeficit
@scottybseball
@josebarreto12
@michaelpagano_
@mesientojevi
@kurtludden19
@richie_bambara
@seantpendergast

Top Tweeters in G3:
@lovealaska1105
@dianahollins
@americanwoman8
@miraclesart
@joanndwyer5
@stgh386
@trudygonzales
@paperrosie53
@sadjaxx
@libbyblog

Top Tweeters in G4:
@user239956
@texasinafrica
@kitoconnell
@spacecatz
@vanetti
@bellaisola1
@dunots
@jenleduc
@blaqsense
@1futur0

Top Tweeters in G5:
@adekleine
@babbyjaso
@jenetallday
@lisazucker3
@djfatstillholdn
@indie_grunge
@djhellayella
@fantosmephoinix
@butt_sword
@abadwulf

Top Tweeters in G6:
@whtskim
@rags751
@himematsumoto_
@drkskellington
@nymeriaaa
@richiecastaldo
@viictoryfre
@xaviergreentea
@sukamaklumat
@joseignaciotv

Top Tweeters in G7:
@neolithicsheep
@lulu82824
@kvue
@complicatedove
@narfnra
@louisathelast
@tonirtx
@nerdette
@uzimartinn
@btx91

Top Tweeters in G8:
@thashark316
@columbustrey
@sammyneedsgodin
@loyaltohouston7
@jacobzolman
@ph1losophical
@michaelschwab13
@nbantonyo
@_ohdontmindme_
@nicodaguyyo

Top Tweeters in G9:
@marigold1154
@planetscape
@mattmackowiak
@nicckkkg
@boomersooner_11
@latonyabloodsaw
@spaazzp
@ruhoward4
@ccgunnells
@joml76

Top Tweeters in G10:
@huffpost
@nytimes
@washingtonpost
@politico
@wsj
@australian
@joncoopertweets
@bruce_haigh
@maynereport
@piersmorgan