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#CaliforniaWildfires_2017-10-12_10-52-35.xlsx
#CaliforniaWildfires_2017-10-12_10-52-35.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 13, 2017
Short Description:
#CaliforniaWildfires via NodeXL http://bit.ly/2gzl8wb
@kamalaharris
@realdonaldtrump
@ivankatrump
@mmpadellan
@vabvox
@nwsbayarea

Description:
Description
The graph represents a network of 15,744 Twitter users whose recent tweets contained "#CaliforniaWildfires", 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, 12 October 2017 at 23:33 UTC.

The tweets in the network were tweeted over the 1-day, 4-hour, 16-minute period from Wednesday, 11 October 2017 at 13:50 UTC to Thursday, 12 October 2017 at 18:06 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 : 15744
Unique Edges : 20178
Edges With Duplicates : 2064
Total Edges : 22242
Self-Loops : 3205
Reciprocated Vertex Pair Ratio : 0.00266116330853202
Reciprocated Edge Ratio : 0.00530820062831763
Connected Components : 2011
Single-Vertex Connected Components : 1453
Maximum Vertices in a Connected Component : 12473
Maximum Edges in a Connected Component : 18692
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.581371
Graph Density : 7.44862602503939E-05
Modularity : 0.759741
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[950] https://twitter.com/kamalaharris/status/918283328062619648
[253] http://www.sfchronicle.com/bayarea/article/Thousands-more-evacuated-as-Wine-Country-blazes-12269691.php#photo-14325242
[118] http://www.foxnews.com/us/2017/10/10/couple-in-california-wildfire-together-since-grade-school.html
[107] https://twitter.com/CityofSantaRosa/status/917753085337980930
[88] http://www.mercurynews.com/2017/10/10/pge-power-lines-linked-to-wine-country-fires/
[75] https://www.rt.com/newsline/406426-california-wildfires-death-toll/
[67] http://www.der-postillon.com/2017/10/waldbrand-bombardierung.html
[53] http://kron4.com/2017/10/10/north-bay-wildfires-how-you-can-help/
[38] https://weather.onelink.me/2902176432?pid=social_Twitter&c=CAWildfires_InternalMarketing
[38] https://www.democracynow.org/2017/10/11/headlines/california_wildfire_from_death_toll_hits_17_blocks_reduced_to_ashes

Top URLs in Tweet in G1:
[845] https://twitter.com/kamalaharris/status/918283328062619648
[47] http://kron4.com/2017/10/10/north-bay-wildfires-how-you-can-help/
[6] https://twitter.com/existentialfish/status/918273612108517377
[4] http://www.napavalleycf.org/supporting-napa-county-fire-relief-efforts/
[4] https://vinepair.com/booze-news/help-california-wine-country-wildfire-relief/
[3] https://www.fastcompany.com/40479325/how-to-help-napa-fire-victims-8-things-you-can-do-for-californias-wine-country-right-now
[3] https://www.nytimes.com/2017/10/11/climate/caifornia-fires-wind.html
[2] http://www.sfchronicle.com/bayarea/article/Thousands-more-evacuated-as-Wine-Country-blazes-12269691.php#photo-14325242
[2] http://www.procorllc.com/risknews/2017/10/10/wine-country-on-fire/
[2] https://twitter.com/KamalaHarris/status/918188707018149888

Top URLs in Tweet in G2:
[85] http://www.foxnews.com/us/2017/10/10/couple-in-california-wildfire-together-since-grade-school.html
[21] https://twitter.com/cityofsantarosa/status/917753085337980930
[10] https://twitter.com/kamalaharris/status/918283328062619648
[6] https://trib.al/d9sDCPh
[4] http://nymag.com/daily/intelligencer/2017/10/why-this-isnt-the-new-normal-for-climate-change.html
[4] https://twitter.com/CityofSantaRosa/status/917753085337980930
[4] https://twitter.com/Freja_Petersen/status/918457973260857345
[3] http://www.travelpulse.com/news/impacting-travel/athletes-dramatically-flee-california-wildfires.html?utm_content=61562895&utm_medium=social&utm_source=twitter
[3] http://kron4.com/2017/10/10/north-bay-wildfires-how-you-can-help/
[3] https://twitter.com/realDonaldTrump/status/918417002733154305

Top URLs in Tweet in G3:
[10] https://www.nytimes.com/interactive/2017/10/10/us/california-wildfires-drone-footage.html?smid=tw-nytimes&smtyp=cur
[9] http://www.refinery29.com/2017/10/176002/how-to-help-victims-wildfire-northern-california
[8] http://www.foxnews.com/us/2017/10/10/couple-in-california-wildfire-together-since-grade-school.html
[8] https://www.rt.com/newsline/406426-california-wildfires-death-toll/
[5] https://www.nytimes.com/interactive/2017/10/10/us/california-fires-maps-photos.html
[5] http://mjinews.com/california-fires-destroy-cannabis-crops/
[5] https://twitter.com/i/moments/918182815455313920
[4] https://www.realtor.com/news/trends/wildfires/?cid=soc%5Ffy18_Editorial%5FFY18_Consumer%5FRealtor%2Ecom%5FLink_organic_20171012_sf65332401&sf65332401=1
[3] http://www.cnn.com/2017/10/11/us/northern-california-fires-factors/index.html
[3] http://www.latimes.com/local/lanow/la-me-ln-fires-northern-california-20171011-story.html

Top URLs in Tweet in G4:
[27] https://weather.onelink.me/2902176432?pid=social_Twitter&c=CAWildfires_InternalMarketing
[14] http://ucanr.edu/blogs/blogcore/postdetail.cfm?postnum=25403
[12] http://abc7news.com/full-list-resources-for-north-bay-fires/2511293/
[9] https://trib.al/M3MIvse
[9] https://shorttermrentals.sfgov.org/
[6] http://www.foxnews.com/us/2017/10/10/couple-in-california-wildfire-together-since-grade-school.html
[6] https://twitter.com/AeroSoaring/status/918189641857089536
[6] https://twitter.com/CountyofSonoma/status/918092179322544129
[6] https://uk.reuters.com/article/uk-california-fire-helicopters/helicopters-pluck-42-people-five-dogs-and-one-cat-from-brink-of-california-wildfire-idUKKBN1CG31E?il=0
[5] http://www.cnn.com/2017/10/11/us/california-fires-updates/index.html

Top URLs in Tweet in G5:
[247] http://www.sfchronicle.com/bayarea/article/Thousands-more-evacuated-as-Wine-Country-blazes-12269691.php#photo-14325242
[4] https://www.theguardian.com/us-news/2017/oct/10/california-wildfires-elderly-couple-charles-sara-rippey?CMP=share_btn_tw
[2] https://twitter.com/pathandpaw/status/918359610460741632
[2] https://twitter.com/SonomaHumane/status/918207406621974528
[2] http://uproxx.com/news/california-wildfires-burning-football-field-acreage/
[2] https://m.facebook.com/story.php?story_fbid=873685952790418&id=189929274499426
[2] https://twitter.com/kylegriffin1/status/918180624963375104
[2] https://trib.al/Yb5b0p7
[1] https://twitter.com/i/web/status/918066342867107841
[1] https://twitter.com/i/web/status/917758341358768128

Top URLs in Tweet in G6:
[7] http://www.foxnews.com/us/2017/10/10/couple-in-california-wildfire-together-since-grade-school.html
[6] http://www.fox10phoenix.com/news-now
[2] http://abcnews.go.com/US/thousands-flee-wildfires-ravage-california-21-killed/story?id=50383162
[2] http://www.sfgate.com/news/article/Air-quality-California-San-Francisco-Bay-Area-fire-12270727.php?cmpid=twitter-desktop
[2] http://www.nbcbayarea.com/news/local/Fire-Conditions-Worsen-as-Wine-Country-Continues-to-Burn-450394603.html?_osource=SocialFlowTwt_BAYBrand
[1] https://www.newsmax.com/Newsfront/wildfires-california-missing-dead/2017/10/11/id/819142/
[1] https://www.facebook.com/NBCBayArea/videos/2070869386266414/
[1] https://twitter.com/nbcbayarea/status/918233624872439808
[1] https://twitter.com/i/web/status/918196589579112448
[1] https://twitter.com/i/web/status/918150844054323201

Top URLs in Tweet in G7:
[4] https://www.gofundme.com/napa-sonoma-fires
[1] https://twitter.com/i/web/status/918268272394539008
[1] https://twitter.com/i/web/status/918130357702193152
[1] https://www.gofundme.com/napa-sonoma-fires?pc=tw_dn_cpgntopnavlarge_r&rcid=r01-150774178823-f41f644b4a3a4455
[1] http://kron4.com/2017/10/10/north-bay-wildfires-how-you-can-help/
[1] https://twitter.com/i/web/status/918265662283362304
[1] https://safeandwell.communityos.org/cms/index.php

Top URLs in Tweet in G8:
[5] http://www.hcn.org/articles/Wildfire-santa-rosa-dispatch-california-tubbs-atlas-sonoma
[4] http://www.opb.org/news/article/npr-california-wildfires-blamed-for-17-deaths-high-winds-forecast-tonight/
[2] https://twitter.com/kamalaharris/status/918283328062619648
[2] https://twitter.com/EricHolthaus/status/918208079447121920
[2] https://twitter.com/reggieaqui/status/918147660669861888
[2] http://www.nbcbayarea.com/news/local/How-To-Help-North-Bay-Fire-Relief-Efforts-450142573.html?_osource=SocialFlowFB_BAYBrand
[1] https://twitter.com/i/moments/917883722204053504
[1] https://twitter.com/i/web/status/918522805947269121
[1] https://twitter.com/i/web/status/918509127361445888
[1] https://twitter.com/ursusmiratus/status/917697501129510912

Top URLs in Tweet in G9:
[4] http://abcnews.go.com/US/thousands-flee-wildfires-ravage-northern-california-10-killed/story?id=50383162
[3] https://twitter.com/kamalaharris/status/918283328062619648
[3] https://twitter.com/NWSBayArea/status/918215643857588226
[2] https://airnow.gov/index.cfm?action=airnow.local_state&stateid=5&mapcenter=0&tabs=0
[2] http://m.sfgate.com/bayarea/article/Live-updates-Gusts-expected-to-fuel-Wine-Country-12269146.php
[2] https://twitter.com/mgafni/status/918284607526539264
[2] http://resistandstaywoke.weebly.com/blog/california-wildfires
[2] https://airnow.gov/index.cfm?action=airnow.local_city&zipcode=95014&submit=Go
[2] https://twitter.com/SFGate/status/918222479872606208
[2] http://www.govtech.com/em/emergency-blogs/disaster-zone/california-wine-country-fires.html?utm_content=buffer937ef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[99] https://twitter.com/CityofSantaRosa/status/917753085337980930
[22] https://www.youcaring.com/victimsevacueesandfirstrespondersforsonomafires-977708?utm_source=WTF+Just+Happened+Today%3F&utm_campaign=2a5a8183ae-Day_265_NBC_CNN10_11_2017&utm_medium=email&utm_term=0_9813b73b1a-2a5a8183ae-162539857
[10] http://www.latimes.com/local/lanow/la-me-ln-fires-northern-california-20171011-story.html
[5] https://www.gofundme.com/HelpOTGFeedNoCal?pc=tw_dn_cpgntopnavlarge_r&rcid=r01-150775076604-7278429b5be34b8c
[3] https://shsoc.ejoinme.org/donate#.Wd6tBmu1K2Y.twitter
[3] https://twitter.com/i/moments/918182815455313920
[3] https://twitter.com/cityofsantarosa/status/917753085337980930
[3] https://twitter.com/getupmike/status/918300853307564032
[3] https://twitter.com/EricHolthaus/status/918208079447121920
[3] https://twitter.com/mystcole/status/917899079736115201

Top Domains
Top Domains in Tweet in Entire Graph:
[2981] twitter.com
[258] sfchronicle.com
[119] foxnews.com
[103] mercurynews.com
[76] rt.com
[69] youtube.com
[67] der-postillon.com
[55] kron4.com
[51] nytimes.com
[47] cnn.com

Top Domains in Tweet in G1:
[880] twitter.com
[47] kron4.com
[4] napavalleycf.org
[4] vinepair.com
[3] fastcompany.com
[3] sfchronicle.com
[3] nytimes.com
[2] procorllc.com
[1] youtube.com
[1] livefromsonoma.com

Top Domains in Tweet in G2:
[314] twitter.com
[85] foxnews.com
[8] travelpulse.com
[7] cnn.com
[7] trib.al
[4] nymag.com
[3] latimes.com
[3] kron4.com
[3] nytimes.com
[3] youtube.com

Top Domains in Tweet in G3:
[564] twitter.com
[29] nytimes.com
[21] youtube.com
[13] paper.li
[12] cnn.com
[11] fb.me
[10] sfgate.com
[10] washingtonpost.com
[10] latimes.com
[9] rt.com

Top Domains in Tweet in G4:
[215] twitter.com
[27] onelink.me
[14] ucanr.edu
[14] trib.al
[12] abc7news.com
[9] sfgov.org
[7] google.com
[6] youtube.com
[6] foxnews.com
[6] mercurynews.com

Top Domains in Tweet in G5:
[247] sfchronicle.com
[33] twitter.com
[4] theguardian.com
[2] uproxx.com
[2] facebook.com
[2] paper.li
[2] trib.al
[1] cbc.ca
[1] directrelief.org
[1] onelink.me

Top Domains in Tweet in G6:
[7] foxnews.com
[6] fox10phoenix.com
[3] twitter.com
[2] go.com
[2] sfgate.com
[2] nbcbayarea.com
[1] newsmax.com
[1] facebook.com

Top Domains in Tweet in G7:
[5] gofundme.com
[3] twitter.com
[1] kron4.com
[1] communityos.org

Top Domains in Tweet in G8:
[21] twitter.com
[5] hcn.org
[4] opb.org
[2] nbcbayarea.com
[1] popsugar.com

Top Domains in Tweet in G9:
[24] twitter.com
[9] govtech.com
[4] go.com
[4] airnow.gov
[4] sfgate.com
[2] ca.gov
[2] weebly.com
[2] wunderground.com
[1] calfire.live
[1] co.uk

Top Domains in Tweet in G10:
[200] twitter.com
[22] youcaring.com
[11] latimes.com
[5] gofundme.com
[4] apnews.com
[3] nixle.us
[3] ejoinme.org
[2] sonomanews.com
[2] sfgate.com
[2] bonnisongs.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17819] californiawildfires
[926] puertorico
[603] northbayfires
[579] wildfires
[481] tubbsfire
[416] winecountryfires
[410] santarosafire
[401] atlasfire
[391] bayarea
[384] california



Top Hashtags in Tweet in G1:
[3313] californiawildfires
[14] wildfires
[11] puertorico
[6] 25thamendmentnow
[5] california
[5] napafires
[5] usvi
[5] irandeal
[5] santarosafires
[4] sonomafires

Top Hashtags in Tweet in G2:
[1855] californiawildfires
[529] puertorico
[92] trump
[91] theresistance
[74] puertoricorelief
[63] usvi
[57] takeaknee
[56] fakepresident
[54] trumpisafuckingmoron
[54] impeachtrumpandpencenow

Top Hashtags in Tweet in G3:
[1435] californiawildfires
[100] california
[57] wildfires
[56] californiafires
[40] napafire
[33] puertorico
[32] santarosafire
[30] atlasfire
[29] sonomafires
[27] napafires

Top Hashtags in Tweet in G4:
[1629] californiawildfires
[148] northbayfires
[125] goes16
[78] northbay
[74] fires
[69] sunset
[65] tubbsfire
[65] bayarea
[58] sanfranciso
[43] abc7now

Top Hashtags in Tweet in G5:
[985] californiawildfires
[260] tubbsfire
[251] wildfires
[248] atlasfire
[248] winecountryfires
[217] santarosafire
[37] northbayfires
[29] santarosafires
[27] abc7now
[23] sonoma

Top Hashtags in Tweet in G6:
[677] californiawildfires
[6] livestream
[6] live
[1] californiafires
[1] texas
[1] florida
[1] puertoricostrong
[1] vegasstrong
[1] hastobeintentional

Top Hashtags in Tweet in G7:
[507] californiawildfires
[6] puertorico
[3] napafires
[3] sonomafires
[2] theresistance
[2] calistoga
[2] napafire
[2] sonomafire
[2] wildfires
[2] tubbsfire

Top Hashtags in Tweet in G8:
[406] californiawildfires
[10] puertorico
[4] napafire
[3] california
[2] calfire
[2] winecountryfires
[2] share
[2] fires
[2] wildfires
[2] napastrong

Top Hashtags in Tweet in G9:
[400] californiawildfires
[292] northbayfires
[289] cawx
[7] napafires
[6] atlasfire
[5] calistoga
[5] angwin
[4] californiafires
[4] nofilter
[4] tubbsfire

Top Hashtags in Tweet in G10:
[507] californiawildfires
[111] offthegrid
[105] sonoma
[102] santarosafires
[77] sonomafires
[62] napafires
[32] lasvegas
[27] napafire
[27] santarosa
[27] breaking

Top Words
Top Words in Tweet in Entire Graph:
[11739] Words in Sentiment List#1: Positive
[11871] Words in Sentiment List#2: Negative
[142] Words in Sentiment List#3: Angry/Violent
[271714] Non-categorized Words
[295326] Total Words
[17819] californiawildfires
[3665] those
[3637] help
[3555] now
[3381] kamalaharris

Top Words in Tweet in G1:
[3313] californiawildfires
[3144] kamalaharris
[2356] help
[2349] here
[2302] those
[2302] now
[2299] victims
[2297] want
[2297] 8
[2295] things

Top Words in Tweet in G2:
[1855] californiawildfires
[675] realdonaldtrump
[529] puertorico
[512] trump
[440] people
[342] fires
[336] vabvox
[317] tweeted
[303] once
[299] began

Top Words in Tweet in G3:
[1435] californiawildfires
[307] california
[147] fires
[146] wildfires
[108] fire
[105] those
[104] smoke
[101] help
[94] out
[89] prayers

Top Words in Tweet in G4:
[1629] californiawildfires
[284] now
[247] smoke
[218] help
[206] fires
[188] more
[175] 000
[165] calfire_pio
[162] edjoyce
[151] fire

Top Words in Tweet in G5:
[985] californiawildfires
[496] newspapers
[311] nycjim
[306] dead
[265] now
[260] tubbsfire
[254] spread
[251] wildfires
[250] update
[248] man

Top Words in Tweet in G6:
[677] californiawildfires
[657] ivankatrump
[654] thinking
[654] safe
[653] those
[653] ca
[653] stay
[652] affected
[652] wildfires
[7] foxnews

Top Words in Tweet in G7:
[756] tweets
[507] californiawildfires
[465] mmpadellan
[380] even
[378] presidential
[378] adult
[378] childish
[378] inane
[378] rants
[90] tweeted

Top Words in Tweet in G8:
[406] californiawildfires
[329] missing
[318] people
[317] rest
[316] over
[316] 100
[316] lost
[316] heartbreaking
[316] souls
[316] ava

Top Words in Tweet in G9:
[400] californiawildfires
[297] now
[293] nwsbayarea
[292] northbayfires
[289] red
[289] cawx
[288] new
[288] flag
[288] warning
[288] includes

Top Words in Tweet in G10:
[507] californiawildfires
[252] please
[144] sonoma
[143] mystcole
[142] help
[120] otgsf
[111] offthegrid
[102] santarosafires
[77] sonomafires
[62] napafires

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2653] californiawildfires,here
[2625] victims,californiawildfires
[2552] right,now
[2530] help,victims
[2523] want,help
[2493] 8,things
[2486] things,right
[2482] those,want
[2480] here,8
[2479] kamalaharris,those

Top Word Pairs in Tweet in G1:
[2299] help,victims
[2299] victims,californiawildfires
[2298] californiawildfires,here
[2297] those,want
[2297] want,help
[2295] here,8
[2295] 8,things
[2295] things,right
[2295] right,now
[2294] kamalaharris,those

Top Word Pairs in Tweet in G2:
[344] californiawildfires,puertorico
[299] californiawildfires,began
[298] trump,tweeted
[295] vabvox,trump
[256] tweeted,81x
[256] 81x,californiawildfires
[256] began,once
[256] once,fires
[256] fires,even
[256] even,though

Top Word Pairs in Tweet in G3:
[49] california,californiawildfires
[48] affected,californiawildfires
[39] california,wildfires
[38] those,affected
[31] wildfires,californiawildfires
[29] thoughts,prayers
[28] california,fires
[28] air,quality
[23] stay,safe
[23] northern,california

Top Word Pairs in Tweet in G4:
[119] edjoyce,californiawildfires
[115] 000,acres
[95] northbayfires,californiawildfires
[92] oct,11
[84] californiawildfires,now
[81] californiawildfires,update
[77] smoke,californiawildfires
[75] acres,burned
[73] update,calfire_pio
[73] large,fires

Top Word Pairs in Tweet in G5:
[250] californiawildfires,update
[248] newspapers,man
[248] man,newspapers
[248] newspapers,wildfires
[248] wildfires,tubbsfire
[248] tubbsfire,atlasfire
[248] atlasfire,winecountryfires
[248] winecountryfires,californiawildfires
[248] nycjim,californiawildfires
[247] update,23

Top Word Pairs in Tweet in G6:
[653] ivankatrump,thinking
[652] thinking,those
[652] those,affected
[652] affected,wildfires
[652] wildfires,ca
[652] ca,stay
[652] stay,safe
[652] safe,californiawildfires
[7] foxnews,couple
[7] couple,killed

Top Word Pairs in Tweet in G7:
[378] presidential,tweets
[378] tweets,even
[378] even,adult
[378] adult,tweets
[378] tweets,childish
[378] childish,inane
[378] inane,rants
[377] mmpadellan,presidential
[377] rants,californiawildfires
[88] realdonaldtrump,still

Top Word Pairs in Tweet in G8:
[316] over,100
[316] 100,people
[316] people,missing
[316] missing,lost
[316] lost,californiawildfires
[316] californiawildfires,heartbreaking
[316] heartbreaking,souls
[316] souls,rest
[315] ava,over
[13] 17,dead

Top Word Pairs in Tweet in G9:
[288] new,red
[288] red,flag
[288] flag,warning
[288] warning,now
[288] now,includes
[288] includes,santa
[288] santa,cruz
[288] cruz,mountains
[288] mountains,cawx
[288] cawx,californiawildfires

Top Word Pairs in Tweet in G10:
[137] mystcole,please
[120] please,otgsf
[111] help,offthegrid
[103] please,help
[102] californiawildfires,sonoma
[99] otgsf,please
[99] offthegrid,californiawildfires
[99] sonoma,santarosafires
[55] californiawildfires,sonomafires
[48] sonomafires,napafires

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@nbcnews
@ivankatrump
@cnn
@foxnews
@abc
@potus
@kamalaharris
@gop
@jerrybrowngov

Top Replied-To in G1:
@berkeleygirl63
@kamalaharris
@realdonaldtrump

Top Replied-To in G2:
@realdonaldtrump
@cnn
@foxnews
@abc
@potus
@nbcnews
@gop
@vp
@michaelskolnik
@justintrudeau

Top Replied-To in G3:

Top Replied-To in G4:
@realdonaldtrump
@nbcnews
@bbcworld
@nvwineandcigar
@gollnerfire
@noaasatellites
@senwarren
@washingtonpost
@nytimes
@amy_siskind

Top Replied-To in G5:
@realdonaldtrump
@bhaskardancer

Top Replied-To in G6:
@ivankatrump

Top Replied-To in G7:
@realdonaldtrump
@mmpadellan

Top Replied-To in G8:
@alyssa_milano
@lin_manuel
@twitter
@elonmusk
@tesla
@amazon
@pilarwish
@ava
@realdonaldtrump

Top Replied-To in G9:
@napapd
@ericholthaus
@obioannoukenobi
@vicepresidentmp
@nwsbayarea
@sfgate
@facebook
@nixle
@mattkellerabc7
@ivankatrump

Top Replied-To in G10:
@amjoyshow
@realdonaldtrump
@apwestregion
@plutocracy1

Top Mentioned
Top Mentioned in Entire Graph:
@kamalaharris
@chelseaclinton
@ivankatrump
@realdonaldtrump
@mmpadellan
@vabvox
@ava
@nwsbayarea
@nycjim
@danlindsey77

Top Mentioned in G1:
@kamalaharris
@chelseaclinton
@b52malmet
@mmpadellan
@mj_lopez
@scarletavengers
@vabvox
@nancypelosi
@creampuffgal
@funder

Top Mentioned in G2:
@realdonaldtrump
@vabvox
@talbertswan
@realdonaldtrhmp
@foxnews
@funder
@potus
@nancypelosi
@kamalaharris
@abc

Top Mentioned in G3:
@payaxo
@linda_lindylou
@toronto_nian
@rep_sapori
@healthnet
@miguelcartoons
@corpm31
@badproductionz
@peraltacolleges
@lexiconstable

Top Mentioned in G4:
@calfire_pio
@edjoyce
@sandhyaabc7
@thecaguard
@noaasatellites
@noaasatellitepa
@nbcian
@newnewspage
@nasa_sport
@sfgov

Top Mentioned in G5:
@nycjim
@pohl_jason
@yesimpeachnow
@elissaabc7
@cbcasithappens
@liliankim7
@kamalaharris
@prize_jesse
@directrelief
@realdonaldtrump

Top Mentioned in G6:
@ivankatrump
@foxnews
@fox10newsnow
@ysr4ever
@kamalaharris
@mkardos
@newsmax
@trevor90666770

Top Mentioned in G7:
@mmpadellan
@realdonaldtrump
@kamalaharris
@_th3jok3r
@nancypelosi
@funder
@vabvox
@pohl_jason
@nancylevine
@b52malmet

Top Mentioned in G8:
@ava
@kamalaharris
@ursusmiratus
@jeffbezos
@amazon
@talk_mj
@kateschimel
@opb
@andypowerses
@chelseaclinton

Top Mentioned in G9:
@nwsbayarea
@rephuffman
@kamalaharris
@obioannoukenobi
@pge4me
@facebook
@bransonsupply
@nixle
@lyft
@pbartolone

Top Mentioned in G10:
@mystcole
@otgsf
@boba_cup
@logic_triumps
@redcross
@racesonoma
@ap
@kamalaharris
@koshersoul
@james_thill

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@vzwsupport
@yuuji_k1
@melislily
@phildecarolis
@jurylady5
@dynamocooligan
@friendmoscow
@qxnews
@federicoalves

Top Tweeters in G1:
@federicoalves
@whoissizzle
@ohiomail
@thepoliticalcat
@muzikscribe
@brontyman
@mwforhr
@sherrilee7
@shankargallery
@factsvsopinion

Top Tweeters in G2:
@paoloigna1
@ehfoundation237
@oceanshaman
@onahunttoday
@lechatnoire4
@rene_gadecowboy
@riggyqueen
@fieryreddragon
@manyazuba
@_silversmith

Top Tweeters in G3:
@ivan226622
@laverdadmo
@envymegreatly
@bobbit2266
@firstpost
@lilyluwhot
@mlnangalama
@thebfroom
@amadorn
@rocket_rosie

Top Tweeters in G4:
@gas8128
@kat4obama
@twitlertwit
@mrcoollooking75
@john1966olsen
@derekjohnbryant
@metaquest
@ruisaldanha
@theyellonegro
@globeandmail

Top Tweeters in G5:
@dynamocooligan
@soapfanfiction
@lorimoreno
@john_siracusa
@sumersloan
@saragomezaranci
@pas5974
@cloudwanderer3
@mjgarciakcmo
@mmwlawtaos1

Top Tweeters in G6:
@dclarediane
@earlworthington
@ruthhill74
@jk55og
@willie_c
@sudeepkhatri
@fox10phoenix
@tsrockfield
@trump45michael
@lcoco37

Top Tweeters in G7:
@terri_georgia
@brendaperrott
@joekoffee
@robinball1961
@cheezwitham
@weinfeldruth
@awelab1956
@cherokeenative3
@socallls
@billieo2

Top Tweeters in G8:
@amazonhelp
@heykim
@astwisa
@3chicspolitico
@cmarpa
@watergatesummer
@raumunz
@carlamoulton3
@debttrut
@melaninbarbie

Top Tweeters in G9:
@vzwsupport
@yayayarndiva
@stormwchamerica
@shirfire218
@zebrafinch
@myecoll
@fox29philly
@o_franco_aleman
@brianpiero
@heysyd

Top Tweeters in G10:
@rt_racesonoma
@mckbirdbks
@dancas2
@eykis
@petchary
@josantisteban
@sricalifornia
@fifthstarter
@ap
@westernlvr