#ThankYouCalifornia, Twitter, 9/16/2021 6:09:48 AM, 262159


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#ThankYouCalifornia_2021-09-15_22-47-44.xlsx
#ThankYouCalifornia_2021-09-15_22-47-44.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 16, 2021
Short Description:
#ThankYouCalifornia via NodeXL https://bit.ly/2VIPHHs
@tg22110
@therightmelissa
@ligayaloyola
@ljstraitland1
@mary_mar_mar
@msmariat
@gavinnewsom
@summerr96312601
@4lisaguerrero
@ektaka

Top hashtags:
#thankyoucalifornia
#gavinnewsom
#strongertogether

Description:
Description
The graph represents a network of 7,898 Twitter users whose recent tweets contained "#ThankYouCalifornia", 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 Thursday, 16 September 2021 at 06:02 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 23-minute period from Wednesday, 15 September 2021 at 03:13 UTC to Thursday, 16 September 2021 at 05:37 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 : 7898
Unique Edges : 11392
Edges With Duplicates : 4290
Total Edges : 15682
Number of Edge Types : 5
Retweet : 7632
Tweet : 1783
MentionsInRetweet : 1456
Mentions : 1105
Replies to : 3706
Self-Loops : 1835
Reciprocated Vertex Pair Ratio : 0.0197427193139182
Reciprocated Edge Ratio : 0.0387209811651336
Connected Components : 846
Single-Vertex Connected Components : 756
Maximum Vertices in a Connected Component : 6903
Maximum Edges in a Connected Component : 14601
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.048276
Graph Density : 0.000183019198208846
Modularity : 0.533406
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,898 Twitter users whose recent tweets contained "#ThankYouCalifornia", 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 Thursday, 16 September 2021 at 06:02 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 23-minute period from Wednesday, 15 September 2021 at 03:13 UTC to Thursday, 16 September 2021 at 05:37 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 : #ThankYouCalifornia
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:
[630] https://twitter.com/TG22110/status/1437997008741076992
[296] https://twitter.com/tg22110/status/1437997008741076992
[168] https://twitter.com/TG22110/status/1438024837767868419
[103] https://twitter.com/tg22110/status/1438024837767868419
[89] https://twitter.com/TG22110/status/1438010983394549760
[35] https://www.latimes.com/california/story/2021-09-14/california-coronavirus-cases-dropping-cdc-says
[26] https://twitter.com/TG22110/status/1438044303582957574
[25] https://twitter.com/gavinnewsom/status/1437994196934135814
[24] https://twitter.com/TG22110/status/1437995160084881410
[24] https://twitter.com/tg22110/status/1438044303582957574

Top URLs in Tweet in G1:
[57] https://twitter.com/TG22110/status/1437997008741076992
[40] https://twitter.com/tg22110/status/1437997008741076992
[21] https://twitter.com/TG22110/status/1438024837767868419
[11] https://twitter.com/tg22110/status/1438024837767868419
[4] https://twitter.com/TG22110/status/1437995160084881410
[4] https://twitter.com/tg22110/status/1438044303582957574
[3] https://twitter.com/gavinnewsom/status/1438164590777409538
[3] https://www.youtube.com/watch?v=mwgZalAFNhM

[3] https://twitter.com/TG22110/status/1438044303582957574
[2] https://twitter.com/TG22110/status/1438150049091964935

Top URLs in Tweet in G2:
[387] https://twitter.com/TG22110/status/1437997008741076992
[164] https://twitter.com/tg22110/status/1437997008741076992
[80] https://twitter.com/TG22110/status/1438010983394549760
[59] https://twitter.com/TG22110/status/1438024837767868419
[36] https://twitter.com/tg22110/status/1438024837767868419
[31] https://www.latimes.com/california/story/2021-09-14/california-coronavirus-cases-dropping-cdc-says
[17] https://twitter.com/gavinnewsom/status/1437994196934135814
[14] https://twitter.com/tg22110/status/1437995160084881410
[14] https://twitter.com/TG22110/status/1437995160084881410
[12] https://twitter.com/TG22110/status/1438150049091964935

Top URLs in Tweet in G3:
[3] https://www.youtube.com/watch?v=y5QdoYbdq34&feature=youtu.be

[1] https://www.youtube.com/watch?v=j7layyUBQFs&feature=youtu.be

[1] https://www.youtube.com/watch?v=2PCbMhk-mqA&feature=youtu.be

[1] https://www.youtube.com/watch?v=y4IQGCcXNyY&feature=youtu.be

[1] https://www.youtube.com/watch?v=TAmxK23bsAs&feature=youtu.be

[1] https://www.youtube.com/watch?v=B38YV7I0XY8&feature=youtu.be

[1] https://www.youtube.com/watch?v=oRVYI_fAHHs&feature=youtu.be

[1] https://www.youtube.com/watch?v=BFXOstKXl1E&feature=youtu.be

[1] https://www.youtube.com/watch?v=YT9ODlLWGS0&feature=youtu.be

[1] https://www.youtube.com/watch?v=gPOYOBavh0g&feature=youtu.be


Top URLs in Tweet in G4:
[97] https://twitter.com/TG22110/status/1437997008741076992
[73] https://twitter.com/TG22110/status/1438024837767868419
[63] https://twitter.com/tg22110/status/1437997008741076992
[50] https://twitter.com/tg22110/status/1438024837767868419
[8] https://twitter.com/TG22110/status/1438044303582957574
[6] https://twitter.com/tg22110/status/1438044303582957574
[4] https://twitter.com/robreiner/status/1437985235103203328
[4] https://twitter.com/Bmar_Matrix/status/1438023944070520832
[3] https://twitter.com/AshleyMullins/status/1437998664501301248
[3] https://twitter.com/GavinNewsom/status/1437994196934135814

Top URLs in Tweet in G5:
[7] https://twitter.com/tg22110/status/1437997008741076992
[4] https://twitter.com/andreatwitmo/status/1437589358379343879
[4] https://twitter.com/TG22110/status/1437995160084881410
[3] https://twitter.com/TG22110/status/1437997008741076992
[2] https://twitter.com/dandocholiday1/status/1438009688876994560
[1] https://twitter.com/TG22110/status/1438024837767868419
[1] https://twitter.com/tg22110/status/1438044303582957574
[1] https://twitter.com/bmar_matrix/status/1438023944070520832
[1] https://twitter.com/immersed_in_luv/status/1438049184800718850
[1] https://twitter.com/joel_rabinovitz/status/1438001019796049923

Top URLs in Tweet in G6:
[7] https://twitter.com/mmpadellan/status/1437997838802243590?s=19
[5] https://twitter.com/TG22110/status/1437997008741076992
[5] https://twitter.com/tg22110/status/1437997008741076992
[2] https://twitter.com/itsJeffTiedrich/status/1438134574689685510?s=19
[1] https://twitter.com/GavinNewsom/status/1438004716596707328
[1] https://twitter.com/fabuliner17/status/1438153496986066944/photo/1
[1] https://twitter.com/mmpadellan/status/1438140460170625026?s=19
[1] https://twitter.com/TG22110/status/1438044303582957574
[1] https://twitter.com/the_resistor/status/1438149732279283713
[1] https://twitter.com/PalmerReport/status/1438004878769639433

Top URLs in Tweet in G7:
[3] https://twitter.com/TG22110/status/1438024837767868419
[1] https://twitter.com/TG22110/status/1438150049091964935
[1] https://twitter.com/charise_lee/status/1438166866090807298

Top URLs in Tweet in G8:
[7] https://twitter.com/tg22110/status/1438044303582957574
[5] https://twitter.com/immersed_in_luv/status/1438049184800718850
[5] https://twitter.com/TG22110/status/1437997008741076992
[2] https://twitter.com/tg22110/status/1437997008741076992
[2] https://twitter.com/TG22110/status/1438010983394549760
[1] https://twitter.com/tg22110/status/1438029700736110592
[1] https://twitter.com/tg22110/status/1438024837767868419
[1] https://twitter.com/tg22110/status/1438150049091964935
[1] https://twitter.com/LaineyMart/status/1438043973084450819
[1] https://twitter.com/GavinNewsom/status/1438164590777409538

Top URLs in Tweet in G9:
[12] https://twitter.com/chipfranklin/status/1438238458187812880
[8] https://twitter.com/DUPONTBLUES/status/1438027172598345733
[5] https://twitter.com/TG22110/status/1437997008741076992
[2] https://twitter.com/occupydemocrats/status/1437986694733594624
[1] https://twitter.com/tg22110/status/1437997008741076992
[1] https://twitter.com/teampelosi/status/1438139145482813440

Top URLs in Tweet in G10:
[4] https://www.latimes.com/california/story/2021-09-14/california-coronavirus-cases-dropping-cdc-says
[4] https://twitter.com/TG22110/status/1437997008741076992
[1] https://twitter.com/TG22110/status/1438010983394549760
[1] https://twitter.com/PalmerReport/status/1438017767777652736

Top Domains
Top Domains in Tweet in Entire Graph:
[1986] twitter.com
[41] youtube.com
[35] latimes.com
[9] desertsun.com
[5] instagram.com
[4] newyorker.com
[4] blogspot.com
[4] society6.com
[4] cbsnews.com
[3] net.au

Top Domains in Tweet in G1:
[192] twitter.com
[4] youtube.com

Top Domains in Tweet in G2:
[985] twitter.com
[31] latimes.com
[4] newyorker.com
[4] cbsnews.com
[3] net.au
[3] politico.com
[2] desertsun.com
[2] youtube.com
[1] ktvu.com
[1] calmatters.org

Top Domains in Tweet in G3:
[34] youtube.com

Top Domains in Tweet in G4:
[435] twitter.com
[4] instagram.com
[1] reuters.com
[1] cnn.com
[1] youtube.com
[1] opensea.io
[1] bozemandailychronicle.com
[1] fiverr.com
[1] newsbreak.com
[1] facebook.com

Top Domains in Tweet in G5:
[35] twitter.com

Top Domains in Tweet in G6:
[28] twitter.com

Top Domains in Tweet in G7:
[5] twitter.com

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

Top Domains in Tweet in G9:
[29] twitter.com

Top Domains in Tweet in G10:
[6] twitter.com
[4] latimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13294] thankyoucalifornia
[126] gavinnewsom
[92] strongertogether
[91] californiarecallelection
[79] noontherecall
[67] thankyoucaliforniavoters
[61] californiarecallfails
[59] kindnessmatters
[59] positivevibes
[38] california



Top Hashtags in Tweet in G1:
[4392] thankyoucalifornia
[21] thankyoucaliforniavoters
[7] strongertogether
[7] westandwithbiden
[5] california
[5] deathsantis
[4] keepcaliforniablue
[4] californialove
[3] votebluetosaveamerica
[3] voteblue2022

Top Hashtags in Tweet in G2:
[4619] thankyoucalifornia
[36] democracyday
[31] democracywinsagain
[22] demsabroad
[22] votefromabroad
[17] gavinnewsom
[16] thankyou
[15] loserlarry
[15] trumplosesagain
[14] californiarecallfails

Top Hashtags in Tweet in G3:
[958] thankyoucalifornia
[31] gavinnewsom
[30] lacounty
[29] californian
[29] goptraitorstodemocracy
[29] fiestaspatrias
[29] hurricanenicholas
[29] diadelaindependencia
[27] cagop
[27] cagov

Top Hashtags in Tweet in G4:
[866] thankyoucalifornia
[23] thankyoucaliforniavoters
[11] californiarecallelection
[6] gavinnewsom
[4] california
[4] bluewave2022
[3] norecall
[3] governornewsom
[3] voteblue2022
[3] californiastrong

Top Hashtags in Tweet in G5:
[351] thankyoucalifornia
[68] strongertogether
[59] kindnessmatters
[59] positivevibes
[5] thankyoucaliforniavoters
[4] lfg
[4] californiarecallelection
[4] teachthemyoung
[4] teachthemwell
[4] empathyiseverything

Top Hashtags in Tweet in G6:
[340] thankyoucalifornia
[11] californiarecallelection
[9] enoughisenough
[7] gop
[5] newsomwins
[4] gavinnewsom
[3] thankyoumilley
[3] voteblue2022
[3] bluewave2022
[2] gopdeathcult

Top Hashtags in Tweet in G7:
[92] thankyoucalifornia
[63] noontherecall
[1] demsabroad
[1] votefromabroad
[1] dianefeinstein

Top Hashtags in Tweet in G8:
[150] thankyoucalifornia
[5] bluewave
[5] bluetexas
[2] texas
[2] thankyoucaliforniavoters
[1] yourewelcomefromcalifornia
[1] voteblue2022
[1] texaswaronwomen

Top Hashtags in Tweet in G9:
[138] thankyoucalifornia
[51] gavinnewsom
[43] californiarecallelection
[43] californiarecallfails
[12] thankyoumilley
[8] noontherecall
[8] wahoowedidit
[6] strongertogether
[5] bluewave2022
[5] newsom

Top Hashtags in Tweet in G10:
[126] thankyoucalifornia
[7] california
[7] newsomrecall
[1] lardfather
[1] californiarecallelection
[1] gavinnewsom
[1] californiarecallfails
[1] demsabroad
[1] votefromabroad

Top Words
Top Words in Tweet in Entire Graph:
[13291] #thankyoucalifornia
[3068] california
[3067] tg22110
[2435] trend
[2365] guys
[2358] make
[2333] 5k
[2333] deserves
[2332] retweets
[1093] state

Top Words in Tweet in G1:
[4390] #thankyoucalifornia
[2047] california
[1981] trend
[1956] guys
[1945] make
[1944] 5k
[1944] retweets
[1944] deserves
[1462] tg22110
[438] state

Top Words in Tweet in G2:
[4619] #thankyoucalifornia
[1315] tg22110
[669] california
[351] state
[308] trend
[272] guys
[271] make
[258] 5k
[258] retweets
[258] deserves

Top Words in Tweet in G3:
[960] #thankyoucalifornia
[921] keeping
[787] democrats
[787] policies
[787] place
[402] class
[268] elite
[157] homeless
[135] country
[135] state

Top Words in Tweet in G4:
[865] #thankyoucalifornia
[54] california
[34] state
[29] texas
[23] #thankyoucaliforniavoters
[22] recall
[18] thank
[18] newsom
[17] florida
[13] love

Top Words in Tweet in G5:
[351] #thankyoucalifornia
[68] #strongertogether
[61] shout
[59] wed
[59] 15
[59] #kindnessmatters
[59] #positivevibes
[59] plz
[59] vet
[59] follow

Top Words in Tweet in G6:
[338] #thankyoucalifornia
[35] tg22110
[22] yes
[17] mmpadellan
[15] california
[12] palmerreport
[12] make
[11] guys
[11] 5k
[11] retweets

Top Words in Tweet in G7:
[92] #thankyoucalifornia
[63] party
[63] tonight
[63] dancing
[63] cocktails
[63] whatever
[63] america
[63] wins
[63] #noontherecall
[6] california

Top Words in Tweet in G8:
[150] #thankyoucalifornia
[58] tg22110
[25] california
[25] ifudontlike2bad
[25] iamjohnales
[25] showgirlcf
[25] jlvstw1
[24] electroboyusa
[24] johnfeal2
[24] shawnlindley2

Top Words in Tweet in G9:
[138] #thankyoucalifornia
[91] thank
[58] california
[51] #gavinnewsom
[47] everyone
[43] retweet
[43] voted
[43] #californiarecallelection
[43] #californiarecallfails
[12] #thankyoumilley

Top Words in Tweet in G10:
[126] #thankyoucalifornia
[41] state
[37] california
[33] thank
[30] support
[28] please
[28] call
[28] senators
[28] tell
[28] freedom

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2416] tg22110,#thankyoucalifornia
[2336] make,trend
[2332] guys,5k
[2332] 5k,retweets
[2332] retweets,make
[2332] trend,california
[2332] california,deserves
[2332] deserves,#thankyoucalifornia
[1332] #thankyoucalifornia,#thankyoucalifornia
[951] #thankyoucalifornia,keeping

Top Word Pairs in Tweet in G1:
[1944] guys,5k
[1944] 5k,retweets
[1944] retweets,make
[1944] make,trend
[1944] trend,california
[1944] california,deserves
[1944] deserves,#thankyoucalifornia
[1262] tg22110,#thankyoucalifornia
[342] state,country
[341] reply,#thankyoucalifornia

Top Word Pairs in Tweet in G2:
[963] tg22110,#thankyoucalifornia
[717] #thankyoucalifornia,#thankyoucalifornia
[262] make,trend
[258] guys,5k
[258] 5k,retweets
[258] retweets,make
[258] trend,california
[258] california,deserves
[258] deserves,#thankyoucalifornia
[115] californians,#thankyoucalifornia

Top Word Pairs in Tweet in G3:
[921] #thankyoucalifornia,keeping
[787] keeping,democrats
[787] democrats,policies
[787] policies,place
[134] ca,highest
[134] highest,poverty
[134] poverty,rate
[134] rate,country
[134] country,tiny
[134] tiny,rich

Top Word Pairs in Tweet in G4:
[54] #thankyoucalifornia,#thankyoucalifornia
[20] #thankyoucalifornia,#thankyoucaliforniavoters
[9] #thankyoucalifornia,florida
[9] #californiarecallelection,#thankyoucalifornia
[8] california,#thankyoucalifornia
[8] #thankyoucalifornia,california
[6] #thankyoucalifornia,illinois
[5] #thankyoucalifornia,texas
[5] yes,#thankyoucalifornia
[5] #thankyoucalifornia,trending

Top Word Pairs in Tweet in G5:
[59] wed,15
[59] 15,shout
[59] shout,#kindnessmatters
[59] #kindnessmatters,#strongertogether
[59] #strongertogether,#positivevibes
[59] #positivevibes,#thankyoucalifornia
[59] #thankyoucalifornia,plz
[59] plz,vet
[59] vet,follow
[56] #thankyoucalifornia,#thankyoucalifornia

Top Word Pairs in Tweet in G6:
[95] #thankyoucalifornia,#thankyoucalifornia
[22] tg22110,#thankyoucalifornia
[11] guys,5k
[11] 5k,retweets
[11] retweets,make
[11] make,trend
[11] trend,california
[11] california,deserves
[11] deserves,#thankyoucalifornia
[9] mmpadellan,#thankyoucalifornia

Top Word Pairs in Tweet in G7:
[63] party,tonight
[63] tonight,dancing
[63] dancing,cocktails
[63] cocktails,whatever
[63] whatever,america
[63] america,wins
[63] wins,#thankyoucalifornia
[63] #thankyoucalifornia,#noontherecall
[5] guys,5k
[5] 5k,retweets

Top Word Pairs in Tweet in G8:
[30] tg22110,#thankyoucalifornia
[24] electroboyusa,johnfeal2
[24] johnfeal2,ifudontlike2bad
[24] shawnlindley2,iamjohnales
[24] iamjohnales,johncollins_kp
[24] johncollins_kp,truthismyname12
[24] truthismyname12,showgirlcf
[24] for_fox_sake1,badbitchinaz
[24] badbitchinaz,charliegirl0527
[24] charliegirl0527,jlvstw1

Top Word Pairs in Tweet in G9:
[47] thank,everyone
[43] thank,california
[43] california,retweet
[43] retweet,thank
[43] everyone,voted
[43] voted,#californiarecallelection
[43] #californiarecallelection,#gavinnewsom
[43] #gavinnewsom,#californiarecallfails
[43] #californiarecallfails,#thankyoucalifornia
[13] #thankyoucalifornia,#thankyoucalifornia

Top Word Pairs in Tweet in G10:
[29] thank,california
[28] state,thank
[28] california,please
[28] please,call
[28] call,senators
[28] senators,tell
[28] tell,support
[28] support,freedom
[28] freedom,vote
[28] vote,act

Top Replied-To
Top Replied-To in Entire Graph:
@tg22110
@gavinnewsom
@mmpadellan
@meidas_wendy
@abba_annabelle
@duty2warn
@smc429
@immersed_in_luv
@palmerreport
@javagal65

Top Replied-To in G1:
@tg22110
@marinscreams
@bavata
@mskelliesapp
@laineymart
@immersed_in_luv
@javagal65
@breecontreras
@coblog2
@bebereal6

Top Replied-To in G2:
@tg22110
@gavinnewsom
@meidas_wendy
@abba_annabelle
@duty2warn
@javagal65
@meidas_laurena
@bhennrich
@meidas_ivy
@edwardmurrayiii

Top Replied-To in G3:
@therightmelissa

Top Replied-To in G5:
@tg22110
@smc429
@jules1327
@dr_cmm
@mem_reddog
@liberalwarrior_
@gavinnewsom
@immersed_in_luv
@oxxrowanxxo
@thetrueamerica5

Top Replied-To in G6:
@tg22110
@mmpadellan
@palmerreport
@tristansnell
@bmeiselas
@chipfranklin
@gavinnewsom
@joyannreid
@reportsdanews
@itsjefftiedrich

Top Replied-To in G7:
@bmcarthur17
@jr90028
@colleenhenley
@gavinnewsom
@smc429
@immersed_in_luv
@guns_lotsofguns

Top Replied-To in G8:
@tg22110
@funder
@immersed_in_luv
@climatetpaste
@laineymart
@davidmweissman
@exblonde21
@shadowspirit44
@jlvstw1
@imspeaking13

Top Replied-To in G9:
@tg22110
@jenniferlinn17
@tweetspamela
@robertjmorriso9
@ashleymullins
@edwardmurrayiii
@truth_mam
@gavinnewsom
@bluestarcaptain
@taradublinrocks

Top Replied-To in G10:
@tg22110
@harrylitman
@leftcoastbabe
@akarunna

Top Mentioned
Top Mentioned in Entire Graph:
@tg22110
@gavinnewsom
@ektaka
@electroboyusa
@showgirlcf
@morgfair
@johnfeal2
@ifudontlike2bad
@shawnlindley2
@iamjohnales

Top Mentioned in G1:
@tg22110
@harperdj
@theliberalpoet
@eykis
@electroboyusa
@johnfeal2
@ifudontlike2bad
@shawnlindley2
@iamjohnales
@johncollins_kp

Top Mentioned in G2:
@tg22110
@gavinnewsom
@mtpenna
@gop
@dars904
@maggie3408
@adelpreore
@laurvoted4biden
@heatherthomasaf
@loveis716

Top Mentioned in G3:
@youtube

Top Mentioned in G5:
@dnlfinch4
@lisasmith1150
@mem_reddog
@mary1kathy
@letstalk196365
@ljlevine1
@ltwlauren
@pmurttrump
@ektaka
@garychristou

Top Mentioned in G6:
@freddyatton
@xxdr_zombiexx
@iamlucretiamott
@gavinnewsom
@ajvaloy
@sawyervanhorn17
@stardustraven2
@reallyamerican1
@cnn
@tg22110

Top Mentioned in G7:
@prezlives2022
@hig68
@tpblue4
@susinforamerica
@crazy_mama_g
@dr0lst0n
@wyer222
@elley_ray
@zackhammer7
@rollbarann

Top Mentioned in G8:
@tg22110
@showgirlcf
@electroboyusa
@johnfeal2
@ifudontlike2bad
@shawnlindley2
@iamjohnales
@johncollins_kp
@truthismyname12
@for_fox_sake1

Top Mentioned in G9:
@shesus__christ
@tg22110
@missbella5735
@popeye1961666
@billymocolorad2
@gavinnewsom

Top Mentioned in G10:
@demnevada
@raczpatt
@mtpenna
@jinngaa
@tg22110

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@missb62
@cybersec_feeds
@cagney1991
@kat4obama
@yarosisnancy
@ligayaloyola
@washumom
@backstorymom1
@patriot_girl_tx

Top Tweeters in G1:
@cagney1991
@yarosisnancy
@washumom
@backstorymom1
@onahunttoday
@kak089
@rhiles2760
@flipthescript8
@eykis
@cindy_52s

Top Tweeters in G2:
@kat4obama
@ligayaloyola
@mayirmamay14
@sar_oso
@metaquest
@straitarrow10
@hockeyfangirl12
@shirfire218
@alllwftopic
@jocowboys87

Top Tweeters in G3:
@patriot_girl_tx
@gesanda
@sigstarget
@dianachic1
@irritatedwoman
@wendydcoe
@helperstream
@hopeeternall
@doc_jjk
@2thedogpound

Top Tweeters in G4:
@darrellpmwest
@pen_bird
@sherrysmolders
@whocastillo
@kingsfoil2550
@kahlanamnell77
@jeannefisher17
@anitawade104
@carolwh39009963
@eileenforblue

Top Tweeters in G5:
@talkintou
@solusnan1
@shareitarie10
@areck0001
@denver_rose
@smc429
@vaw511
@queenbeeaxs
@wiccanmethusela
@realtuckfrumper

Top Tweeters in G6:
@tomthunkitsmind
@betterw05759703
@lllwry
@antarianrani
@bfm4440
@cnn
@freddyatton
@drspockets
@iamlucretiamott
@ktvu

Top Tweeters in G7:
@princessbravato
@belladonamodels
@ethomas3915
@sharonsharonh10
@utleyjacobite
@1zzyzyx1
@kodiak149
@vautour_marie
@kathrynresister
@theunicorn999

Top Tweeters in G8:
@morgfair
@pamgriffa
@funder
@davidmweissman
@erinsnider10
@alxellt0308
@dcherring
@debijackson50
@alanmartinez43
@mldxoxomad

Top Tweeters in G9:
@taradublinrocks
@crazygirlcandie
@jpblough
@ronilj261
@fett1111
@alterfaxj
@stephie1945
@deborahkemp3
@tweetspamela
@amatonterias1

Top Tweeters in G10:
@beckyrae12345
@dollymad1812
@rosemariebrown3
@wonderwoman934
@paulmcclintock
@lf092313
@leslie_resists
@lydiadaye
@lilylive000lily
@trcfwtt