Little Marco, Twitter, 9/14/2021 5:05:17 PM, 262054


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Little Marco_2021-09-14_09-59-58.xlsx
Little Marco_2021-09-14_09-59-58.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 14, 2021
Short Description:
Little Marco via NodeXL https://bit.ly/2VGyQ8d
@marcorubio
@allenlellison
@trinicouz
@maddog4biden
@funder
@raykwong
@leslieoo7
@joanpennnative
@zeldasmith2525
@liberalpuppy

Top hashtags:
#demvoice1
#vetsresist
#dia07vaisergigantesco
#happybirthdayyeontan

Description:
Description
The graph represents a network of 1,735 Twitter users whose recent tweets contained "Little Marco", 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 Tuesday, 14 September 2021 at 17:01 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 17-minute period from Monday, 06 September 2021 at 10:41 UTC to Tuesday, 14 September 2021 at 16:58 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 : 1735
Unique Edges : 2308
Edges With Duplicates : 275
Total Edges : 2583
Number of Edge Types : 5
Retweet : 929
MentionsInRetweet : 433
Replies to : 548
Tweet : 303
Mentions : 370
Self-Loops : 313
Reciprocated Vertex Pair Ratio : 0.00795880149812734
Reciprocated Edge Ratio : 0.0157919182535996
Connected Components : 325
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 743
Maximum Edges in a Connected Component : 1448
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.25299
Graph Density : 0.000715641401500421
Modularity : 0.76509
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1,735 Twitter users whose recent tweets contained "Little Marco", 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 Tuesday, 14 September 2021 at 17:01 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 17-minute period from Monday, 06 September 2021 at 10:41 UTC to Tuesday, 14 September 2021 at 16:58 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 : Little Marco
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:
[116] https://secure.actblue.com/donate/help-expand-our-senate-majority-2022
[34] https://twitter.com/atrupar/status/1437797272792805383
[15] https://www.huffpost.com/entry/florida-governor-fines-cities-counties-vaccine-mandate-employees_n_613f998ae4b09519c50839b4
[13] https://twitter.com/AllenLEllison/status/1407885984419696643
[8] https://twitter.com/Marco_Langbroek/status/1433699039351033858
[7] https://secure.actblue.com/donate/demingsrubiostimulus
[5] https://twitter.com/marcorubio/status/1430498249064992777
[4] https://youtu.be/xzUoTCX7G-A
[3] https://twitter.com/marcorubio/status/1437812284986994690
[3] https://secure.actblue.com/donate/senate2022

Top URLs in Tweet in G1:
[34] https://twitter.com/atrupar/status/1437797272792805383
[5] https://twitter.com/marcorubio/status/1430498249064992777
[3] https://secure.actblue.com/donate/senate2022
[2] https://twitter.com/marcorubio/status/1430500560944435203
[1] https://twitter.com/noelinsd/status/1437095066607108098
[1] https://www.huffpost.com/entry/florida-governor-fines-cities-counties-vaccine-mandate-employees_n_613f998ae4b09519c50839b4
[1] https://twitter.com/54hurricaneme/status/1435259669384077313
[1] https://twitter.com/tomaskenn/status/1437067125861109761
[1] https://www.nbcnews.com/video/trump-continues-bashing-of-little-marco-on-trail-637023811796
[1] https://twitter.com/mmpadellan/status/1436204705613598722

Top URLs in Tweet in G2:
[13] https://twitter.com/AllenLEllison/status/1407885984419696643
[2] https://twitter.com/AllenLEllison/status/1404859698726248449

Top URLs in Tweet in G3:
[115] https://secure.actblue.com/donate/help-expand-our-senate-majority-2022
[2] https://twitter.com/washingtonpost/status/1433578485738573825

Top URLs in Tweet in G4:
[1] https://music.apple.com/fr/album/little-people-feat-marco-r-single/1517660768
[1] https://twitter.com/userwarhammer/status/1434941662539788290
[1] https://www.instagram.com/accounts/login/
[1] https://twitter.com/nypost/status/1434972259018493968
[1] https://twitter.com/rinaindc/status/1435235427250839556
[1] https://curiouscat.qa/EbChimera_Adult/post/1238355349
[1] https://twitter.com/nickjr/status/1435332689532440579
[1] https://www.netflix.com/title/81409323
[1] https://www.informationweek.com/big-data/democratizing-data-and-ai-for-the-enterprise?utm_campaign=5cde98fe372b630001000d47&utm_content=61320467d6537d00017dcd94&utm_medium=smarpshare&utm_source=twitter
[1] https://twitter.com/turner_loose/status/1435769842666192906

Top URLs in Tweet in G6:
[1] https://twitter.com/AmoneyResists/status/1434375243490017281
[1] https://secure.actblue.com/donate/help-expand-our-senate-majority-2022
[1] https://twitter.com/RinainDC/status/1435235427250839556
[1] https://twitter.com/brat2381/status/1434753581639352320

Top URLs in Tweet in G8:
[8] https://twitter.com/Marco_Langbroek/status/1433699039351033858

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[140] demvoice1
[140] vetsresist
[125] dia07vaisergigantesco
[125] happybirthdayyeontan
[123] quemmandoumatarbolsonaro
[114] malhaçaosonhos
[68] birsenvarsin
[13] laborday
[7] recallnewsom
[7] tuesdaythoughts



Top Hashtags in Tweet in G1:
[5] fresh
[4] ronjohnson
[3] presidentbiden
[3] voteblue
[2] daylightsavingtime
[2] demvoice1
[2] vetsresist
[2] hearing
[2] viciousthoughts
[2] kidvicious

Top Hashtags in Tweet in G2:
[135] demvoice1
[135] vetsresist
[2] ngd
[2] m4a
[2] ubi
[2] trumpcult

Top Hashtags in Tweet in G3:
[2] demvoice1
[2] vetsresist

Top Hashtags in Tweet in G4:
[6] btc
[5] dia07vaisergigantesco
[5] happybirthdayyeontan
[5] quemmandoumatarbolsonaro
[4] uk
[3] malhaçaosonhos
[2] birsenvarsin
[2] birsenvarsın
[2] lightningnetwork
[2] altior

Top Hashtags in Tweet in G5:
[113] dia07vaisergigantesco
[113] happybirthdayyeontan
[111] quemmandoumatarbolsonaro
[104] malhaçaosonhos
[64] birsenvarsin

Top Hashtags in Tweet in G6:
[2] deathdesantis
[1] traitorrubio
[1] votebluetosaveamerica
[1] miamibeach
[1] flipflblue2022
[1] firedesantis

Top Words
Top Words in Tweet in Entire Graph:
[1728] little
[1542] marco
[298] help
[286] meet
[278] rubio
[276] senate
[197] marcorubio
[177] bible
[165] bit
[160] follow

Top Words in Tweet in G1:
[560] marco
[537] little
[173] marcorubio
[95] val
[95] demings
[90] rubio
[90] pro
[90] business
[90] anti
[90] democracy

Top Words in Tweet in G2:
[270] meet
[161] marco
[160] little
[150] senate
[148] follow
[148] help
[139] allenlellison
[137] man
[136] bible
[136] verses

Top Words in Tweet in G3:
[121] marco
[120] little
[118] rubio
[117] ron
[117] johnson
[117] help
[117] senate
[115] rid
[115] chuck
[115] grassley

Top Words in Tweet in G4:
[127] little
[108] marco
[10] time
[10] way
[9] looked
[9] today
[8] message
[7] make
[7] omar
[7] one

Top Words in Tweet in G5:
[113] rihanna
[113] biel
[113] 011
[113] wire
[113] marco
[113] civil
[113] internet
[113] #dia07vaisergigantesco
[113] lovecraft
[113] amanda

Top Words in Tweet in G6:
[31] marco
[29] little
[16] valdemings
[9] repvaldemings
[7] vote
[6] rubio
[5] marcorubio
[5] make
[5] florida
[5] better

Top Words in Tweet in G7:
[86] run
[86] 2024
[43] honestly
[43] desantis
[43] president
[43] trump
[43] going
[43] knows
[43] side
[43] bread

Top Words in Tweet in G8:
[12] marco_langbroek
[12] little
[10] thank
[9] asteroid
[8] beyond
[8] thrilled
[8] very
[8] personal
[8] connection
[8] place

Top Words in Tweet in G9:
[58] know
[58] someone
[29] bit
[29] random
[29] one
[29] luverly
[29] lot
[29] marco
[29] pierre
[29] white

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[806] little,marco
[246] marco,rubio
[152] bible,verses
[144] lil,marco
[140] meet,man
[140] man,secure
[140] secure,represents
[140] represents,quippy
[140] quippy,little
[140] little,bible

Top Word Pairs in Tweet in G1:
[501] little,marco
[95] val,demings
[70] marco,rubio
[60] liberalpuppy,val
[60] demings,little
[60] marco,contest
[51] marco,think
[51] think,desantis
[51] desantis,embarrassed
[51] embarrassed,state

Top Word Pairs in Tweet in G2:
[136] bible,verses
[135] meet,man
[135] man,secure
[135] secure,represents
[135] represents,quippy
[135] quippy,little
[135] little,bible
[135] verses,former
[135] former,orange
[135] orange,guy

Top Word Pairs in Tweet in G3:
[118] marco,rubio
[117] rubio,ron
[117] ron,johnson
[115] rid,marco
[115] johnson,chuck
[115] chuck,grassley
[115] grassley,2022
[115] 2022,help
[115] help,expand
[115] expand,senate

Top Word Pairs in Tweet in G4:
[25] little,marco
[7] omar,little
[5] little,put
[5] anonymous,rihanna
[5] rihanna,biel
[5] biel,011
[5] wire,marco
[5] marco,civil
[5] civil,internet
[5] internet,#dia07vaisergigantesco

Top Word Pairs in Tweet in G5:
[113] rihanna,biel
[113] biel,011
[113] wire,marco
[113] marco,civil
[113] civil,internet
[113] internet,#dia07vaisergigantesco
[113] #dia07vaisergigantesco,lovecraft
[113] amanda,furtado
[113] #happybirthdayyeontan,omar
[113] omar,little

Top Word Pairs in Tweet in G6:
[23] little,marco
[5] marco,rubio
[4] turn,state
[4] state,blue
[3] florida,better
[2] unseat,little
[2] disavowtrump20,kathy4kamalavp
[2] kathy4kamalavp,reptimryan
[2] reptimryan,timryan
[2] timryan,come

Top Word Pairs in Tweet in G7:
[86] run,2024
[43] honestly,desantis
[43] desantis,run
[43] 2024,president
[43] president,trump
[43] trump,going
[43] going,run
[43] 2024,knows
[43] knows,side
[43] side,bread

Top Word Pairs in Tweet in G8:
[9] little,asteroid
[8] beyond,thrilled
[8] thrilled,very
[8] very,personal
[8] personal,connection
[8] connection,place
[8] place,space
[8] space,thanks
[8] thanks,friend
[8] friend,colleague

Top Word Pairs in Tweet in G9:
[29] bit,random
[29] random,one
[29] one,luverly
[29] luverly,lot
[29] lot,know
[29] know,marco
[29] marco,pierre
[29] pierre,white
[29] white,know
[29] know,someone

Top Replied-To
Top Replied-To in Entire Graph:
@marcorubio
@liberalpuppy
@vinniehacker
@jojofromjerz
@calebjhull
@johnjharwood
@bblock29
@rinaindc
@ch40ticgood
@valdemings

Top Replied-To in G1:
@marcorubio
@liberalpuppy
@jojofromjerz
@calebjhull
@leslieoo7
@chulesee
@atrupar
@johnjharwood
@bblock29
@djones95953537

Top Replied-To in G2:
@retiremarco
@bmcarthur17
@atrupar

Top Replied-To in G5:
@vinniehacker
@ttkgincana
@hubatkagft
@reevesvlg
@qgdajuliette
@dylanobrien
@maisa
@chaszayn
@itaintaaron

Top Replied-To in G6:
@valdemings
@repvaldemings
@disavowtrump20
@nathaliejacoby1
@senschumer
@teammarco
@boonedoggyhurt
@tedcruz
@brenthbaker
@marcus4georgia

Top Replied-To in G8:
@astroguyz
@genejm29
@spaceassocoz

Top Replied-To in G10:
@iam_ronnys

Top Mentioned
Top Mentioned in Entire Graph:
@allenlellison
@funder
@marcorubio
@atrupar
@marco_langbroek
@valdemings
@gucci
@italia
@marco_riberio6
@lisasunshinee

Top Mentioned in G1:
@marcorubio
@atrupar
@senrickscott
@calebjhull
@allenlellison
@sengillibrand
@this_is_dianne
@senatorshaheen
@govrondesantis
@cia

Top Mentioned in G2:
@allenlellison
@marcorubio
@princessbravato
@kathrynresister

Top Mentioned in G3:
@funder
@allenlellison
@marcorubio

Top Mentioned in G4:
@marco_riberio6

Top Mentioned in G5:
@bumpaah
@lightsupiive
@flexinja
@oboticario
@juliette
@multishow
@luanet91
@sarietteelover

Top Mentioned in G6:
@valdemings
@repvaldemings
@marcorubio
@gop
@kathy4kamalavp
@reptimryan
@timryan
@imjustme1424
@missy1275
@carolynborden4

Top Mentioned in G8:
@marco_langbroek
@aj_fi
@davidbflower
@astro_limno
@sondy
@_starbase_
@ssa_mark
@skyguyinva
@wshcrew
@shahgazer

Top Mentioned in G10:
@pablitoestasexy
@latrex_
@pss_pss_sisoy
@melcochaaa
@jorgerf19
@curiosi_mell
@wanajaforever
@wayne72798502
@gilbert_broche
@aynopuedese

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@edjlazar
@john1966olsen
@wknc881playlist
@79topper
@awelab1956
@princessbravato
@kath2252
@thesun
@haifagony

Top Tweeters in G1:
@missb62
@awelab1956
@joanpennnative
@thomasjankow
@granny_st
@robert_hove
@nitenitemelissa
@aliadair22
@weskusgogga
@denver_rose

Top Tweeters in G2:
@princessbravato
@ethomas3915
@vox_democracy
@wipapa5
@detroit_rachel
@citizenwonk
@1zzyzyx1
@swell
@janzaxbee
@kellyjohnsonhas

Top Tweeters in G3:
@79topper
@kath2252
@darrellpmwest
@stanspak
@feinberg_linda
@livegreenordie
@jfjabbo
@kevtkel
@dierdrelewis
@harperitebgone

Top Tweeters in G4:
@wknc881playlist
@whitecrow43
@howlpolitically
@sarang143u
@sciencelemagazi
@bunchesofbees
@iannariadne
@ifudontlike2bad
@marc_russo95
@randyfraz

Top Tweeters in G5:
@multishow
@cabewalking
@oboticario
@maisa
@hobigl0ws
@trajaza
@blissjucc
@zackiuy
@dixievids
@gfdeinert

Top Tweeters in G6:
@rolandsmartin
@urocklive1
@miamiherald
@missy1275
@sunsentinel
@nathaliejacoby1
@fishyone5
@indivisibleinfl
@kathy4kamalavp
@mrsfran47

Top Tweeters in G7:
@kurtschingoethe
@tedcornwell
@melissausais1
@rliberalskiddin
@robertstrokes
@doctorcherokee
@purrcival
@g_lame3
@necehorn
@korybobrow

Top Tweeters in G8:
@winobs
@london_lady
@davidbflower
@genejm29
@catherineq
@miekeroth
@drspacejunk
@astroguyz
@mikemongo
@sondy

Top Tweeters in G9:
@musingsbyshe
@grieve51166
@roodio
@bigbearf1
@sharonieponi
@kevinho98285195
@hmrsj
@frankiertr
@hazelk63
@sylvia_willett

Top Tweeters in G10:
@little___blonde
@melcochaaa
@danidanilo25
@latrex_
@wanajaforever
@pss_pss_sisoy
@tu_pesquisador
@tretothomas
@jorgerf19
@gilbert_broche