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sonoma_2017-10-12_10-52-14.xlsx
sonoma_2017-10-12_10-52-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 13, 2017
Short Description:
sonoma via NodeXL http://bit.ly/2i96DTz
@laurasenio
@cal_fire
@ilike_mike
@sarah_stierch
@abc
@countyofsonoma
@xcrvene
@nbcnews
@latimes

Description:
Description
The graph represents a network of 14,218 Twitter users whose recent tweets contained "sonoma", 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 23:01 UTC.

The tweets in the network were tweeted over the 15-hour, 19-minute period from Thursday, 12 October 2017 at 02:32 UTC to Thursday, 12 October 2017 at 17:52 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 : 14218
Unique Edges : 16815
Edges With Duplicates : 3506
Total Edges : 20321
Self-Loops : 3449
Reciprocated Vertex Pair Ratio : 0.00494566278388755
Reciprocated Edge Ratio : 0.00984264715405038
Connected Components : 2045
Single-Vertex Connected Components : 1415
Maximum Vertices in a Connected Component : 10906
Maximum Edges in a Connected Component : 16661
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.541441
Graph Density : 7.63985644490582E-05
Modularity : 0.694061
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[267] https://trib.al/qnCdbyk
[250] http://www.latimes.com/local/california/la-northern-california-fires-live-coverage-hundreds-evacuated-blazes-ravage-napa-sonoma-20171009-htmlstory.html
[195] http://www.fire.ca.gov/current_incidents/incidentdetails/Index/1883
[170] http://www.latimes.com/local/california/la-northern-california-fires-live-1507777298-htmlstory.html
[128] http://www.cafoodbanks.org/find-food-bank
[101] https://www.vox.com/science-and-health/2017/10/11/16459248/photos-california-wildfires-napa-sonoma-anaheim?utm_campaign=vox.social&utm_medium=social&utm_source=twitter&utm_content=1507768663
[86] http://www.sfchronicle.com/bayarea/article/Sonoma-County-officials-opted-not-to-send-mass-12271773.php
[63] http://www.sfchronicle.com/news/article/California-removes-artifacts-from-historic-12271754.php&cmpid=twitter-premium
[56] http://kron4.com/2017/10/11/north-bay-firestorm-list-of-sonoma-county-evacuations/
[53] https://www.gofundme.com/napa-sonoma-fires

Top URLs in Tweet in G1:
[6] https://www.gofundme.com/napa-sonoma-fires
[1] http://www.cafoodbanks.org/find-food-bank
[1] https://twitter.com/i/web/status/918283658166910976
[1] https://twitter.com/i/web/status/918522409912635392
[1] https://www.vox.com/science-and-health/2017/10/11/16459248/photos-california-wildfires-napa-sonoma-anaheim?utm_campaign=vox.social&utm_medium=social&utm_source=twitter&utm_content=1507768663
[1] https://twitter.com/i/web/status/918494567749390336
[1] http://www.sfgate.com/
[1] http://m.sfgate.com/bayarea/article/Rumors-of-immigration-checks-at-fire-shelters-12271481.php
[1] https://twitter.com/nysrene/status/918378099590361088

Top URLs in Tweet in G2:
[48] http://kron4.com/2017/10/11/north-bay-firestorm-list-of-sonoma-county-evacuations/
[46] http://www.fire.ca.gov/current_incidents/incidentdetails/Index/1883
[42] https://local.nixle.com/alert/6202665/
[33] http://po.st/scms/OrMCe04Lcp0lOFmbYkND1-rvwTBj6iadZDiFDKlWY50lOA/Pi9rjg
[20] http://tgftp.nws.noaa.gov/data/raw/ww/wwus76.kmtr.npw.mtr.txt
[20] http://www.nbcbayarea.com/news/local/Wine-Country-Firestorm-Deadly-Wildfires-Could-Gain-Momentum-450547183.html?_osource=SocialFlowTwt_BAYBrand
[17] http://www.ktvu.com/live
[15] http://www.ktvu.com/news/all-sonoma-co-transit-bus-service-suspended-until-further-notice
[14] http://www.sonomacf.org/sonoma-county-resilience-fund/
[13] https://www.facebook.com/sonoma.sheriff

Top URLs in Tweet in G3:
[16] http://www.sfchronicle.com/bayarea/article/Sonoma-County-officials-opted-not-to-send-mass-12271773.php
[12] http://fortune.com/2017/10/11/napa-wineries-damaged-by-fires/
[11] http://www.latimes.com/local/california/la-northern-california-fires-live-coverage-hundreds-evacuated-blazes-ravage-napa-sonoma-20171009-htmlstory.html
[10] http://www.ocregister.com/2017/10/11/napa-and-sonoma-fires-could-be-devastating-to-california-wine-industry/
[10] https://www.forbes.com/sites/ericmack/2017/10/11/northern-california-wildfires-fires-wine-country-napa-sonoma/?utm_source=TWITTER&utm_medium=social&utm_content=1110677716&utm_campaign=sprinklrForbesTechTwitter#19f87e864b8d
[9] https://www.gofundme.com/napa-sonoma-fires
[8] http://www.sfgate.com/bayarea/article/Sonoma-County-officials-opted-not-to-send-mass-12271773.php
[7] http://www.pressdemocrat.com/news/7516126-181/fires-in-fourth-day-threaten
[7] http://time.com/4979187/california-wildfires-worse-sonoma-calistoga/
[7] http://www.latimes.com/la-tr-california-fires-whats-open-what-closed-in-sonoma-and-napacounties-20171012-htmlstory.html

Top URLs in Tweet in G4:
[15] https://twitter.com/latimes/status/917569147046948865
[7] http://kron4.com/2017/10/11/north-bay-firestorm-part-of-downtown-sonoma-evacuated-by-sheriff-because-fire-is-coming/
[6] https://twitter.com/KTVU/status/918324834446196737
[3] http://www.fire.ca.gov/current_incidents/incidentdetails/Index/1883
[3] https://twitter.com/TheCityofSac/status/918269968885493760
[2] http://www.sfchronicle.com/bayarea/article/Cannabis-harvests-threatened-by-Sonoma-County-s-12263991.php?utm_content=buffer87bb0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/918124717998878720
[1] https://twitter.com/i/web/status/917536444419162112
[1] https://twitter.com/i/web/status/918282355575422976
[1] https://twitter.com/i/web/status/918419535769694209

Top URLs in Tweet in G5:
[127] http://www.fire.ca.gov/current_incidents/incidentdetails/Index/1883
[10] https://ww2.kqed.org/news/2017/10/11/napa-sonoma-county-fires-find-evacuation-centers-school-closures/
[8] http://sanfrancisco.cbslocal.com/?p=693998
[6] https://local.nixle.com/alert/6202665/
[6] http://roadconditions.sonoma-county.org
[5] http://www.gofundahero.com/campaign/detail/4913
[4] https://ww2.kqed.org/news/2017/10/11/at-least-21-dead-3500-structures-destroyed-in-northern-california-fires/
[4] https://ww2.kqed.org/news/2017/10/09/wind-whipped-wildfires-forcing-evacuations-in-napa-and-sonoma-counties/
[3] https://twitter.com/CaltransHQ/status/918509868037718016
[3] http://patch.com/california/sonomavalley/s/g90wb/napa-sonoma-firestorm-salvation-army-serving-meals-evacuees?utm_source=dlvr.it&utm_medium=twitter&utm_term=community%20corner&utm_campaign=recirc&utm_content=aol

Top URLs in Tweet in G6:
[47] https://www.nascar.com/news-media/2017/10/10/sonoma-raceway-to-open-50-acres-campgrounds-for-northern-california-wild-fire-evacuees
[26] https://www.cbsnews.com/news/california-wildfires-sonoma-sheriff-gives-press-briefing-live-updates/
[9] http://www.sonomaraceway.com/media/news_archive/sonoma-raceway-opens-acres-campground-evacuees.html
[5] http://www.mercurynews.com/2017/10/09/napa-and-sonoma-fire-animal-rescue-shelter-and-rescue-groups-open-doors-for-evacuated-pets/
[4] https://trib.al/qnCdbyk
[4] https://twitter.com/racesonoma/status/918513858142023680
[3] http://www.sfchronicle.com/news/article/California-removes-artifacts-from-historic-12271754.php&cmpid=twitter-premium
[2] https://trib.al/Yb5b0p7
[2] https://twitter.com/followandretti/status/918516742846140419
[2] http://www.latimes.com/local/california/la-northern-california-fires-live-1507777298-htmlstory.html

Top URLs in Tweet in G7:
[6] http://www.ktvu.com/news/sonoma-county-sheriffs-deputy-shoots-dramatic-video-of-fire-raging-from-his-patrol-car
[5] http://www.ktvu.com/news/evacuations-issued-for-sonoma-county-fire
[2] https://twitter.com/TheEllenShow/status/917797918077259777
[2] https://twitter.com/cbsnews/status/918069880963981312
[1] https://twitter.com/i/web/status/918158006742786049
[1] https://www.fastcompany.com/40479325/how-to-help-napa-fire-victims-8-things-you-can-do-for-californias-wine-country-right-now
[1] http://www.fire.ca.gov/current_incidents/incidentdetails/Index/1883
[1] https://twitter.com/i/web/status/918359425139609600
[1] https://twitter.com/sfchronicle/status/917544591338778624
[1] https://twitter.com/i/web/status/918476222530592768

Top URLs in Tweet in G8:
[234] https://trib.al/qnCdbyk
[20] http://www.foxnews.com/us/2017/10/11/video-shows-sonoma-county-police-driving-through-raging-wildfire.html
[4] https://www.cbsnews.com/news/california-wildfires-sonoma-sheriff-gives-press-briefing-live-updates/
[3] https://twitter.com/CountyofSonoma/status/918133989608583169
[1] https://twitter.com/i/web/status/918307379254628353
[1] https://twitter.com/i/web/status/918534413775904768
[1] http://www.nixle.us/9MPWP
[1] http://www.nixle.us/9MPT9
[1] https://twitter.com/i/web/status/918303730704859138
[1] https://twitter.com/i/web/status/918470551206637568

Top URLs in Tweet in G9:
[49] http://www.sfchronicle.com/news/article/California-removes-artifacts-from-historic-12271754.php&cmpid=twitter-premium
[15] http://www.sfchronicle.com/bayarea/article/Rumors-of-immigration-checks-at-fire-shelters-12271481.php
[14] http://www.sfchronicle.com/bayarea/article/Sonoma-County-officials-opted-not-to-send-mass-12271773.php?cmpid=twitter-premium
[9] http://www.sfchronicle.com/news/article/2-big-wildfires-prompt-evacuations-in-Napa-County-12262945.php
[9] http://www.sfchronicle.com/bayarea/article/Sonoma-County-officials-opted-not-to-send-mass-12271773.php&cmpid=twitter-premium#photo-14332621
[7] http://www.express.co.uk/news/world/865597/california-wildfires-latest-map-updates-san-rosa-napa-sonoma-anaheim
[7] http://www.sfchronicle.com/bayarea/article/Sonoma-County-officials-opted-not-to-send-mass-12271773.php&cmpid=twitter-premium
[7] https://insideclimatenews.org/news/10102017/fires-napa-sonoma-california-climate-change-worst-wildfire-season
[6] https://insideclimatenews.org/news/10102017/fires-napa-sonoma-california-climate-change-worst-wildfire-season?utm_content=bufferc2026&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.hcn.org/articles/Wildfire-santa-rosa-dispatch-california-tubbs-atlas-sonoma

Top URLs in Tweet in G10:
[212] http://www.latimes.com/local/california/la-northern-california-fires-live-coverage-hundreds-evacuated-blazes-ravage-napa-sonoma-20171009-htmlstory.html
[144] http://www.latimes.com/local/california/la-northern-california-fires-live-1507777298-htmlstory.html
[7] http://lakeconews.com/index.php/news/52660-sulphur-fire-containment-edges-up-mendocino-napa-sonoma-fires-grow
[5] http://www.latimes.com/local/lanow/la-me-napa-sonoma-fire-pictures-photogallery.html
[4] https://fb.me/z7VnbnHe
[4] https://trib.al/qnCdbyk
[3] http://www.winespectator.com/webfeature/show/id/Massive-Wildfires-Devastate-Parts-of-Napa-and-Sonoma+County
[3] http://heavy.com/news/2017/10/santa-rosa-california-fire-damage-list-destroyed-businesses-buildings-landmarks-napa-sonoma-fountaingrove-photos/
[3] http://www.fire.ca.gov/current_incidents/incidentdetails/Index/1883
[2] https://fb.me/DFv3SBSl

Top Domains
Top Domains in Tweet in Entire Graph:
[1165] twitter.com
[483] latimes.com
[440] fb.me
[316] trib.al
[304] sfchronicle.com
[251] ca.gov
[153] sfgate.com
[128] cafoodbanks.org
[118] pressdemocrat.com
[118] gofundme.com

Top Domains in Tweet in G1:
[6] gofundme.com
[4] twitter.com
[2] sfgate.com
[1] cafoodbanks.org
[1] vox.com

Top Domains in Tweet in G2:
[315] twitter.com
[83] po.st
[80] ca.gov
[75] kron4.com
[54] sfchronicle.com
[50] nbcbayarea.com
[49] nixle.com
[49] ktvu.com
[44] fb.me
[38] pressdemocrat.com

Top Domains in Tweet in G3:
[302] fb.me
[192] twitter.com
[65] instagram.com
[38] latimes.com
[31] sfgate.com
[26] pressdemocrat.com
[23] google.com
[23] patch.com
[23] gofundme.com
[23] sfchronicle.com

Top Domains in Tweet in G4:
[31] twitter.com
[7] kron4.com
[3] ca.gov
[2] sfchronicle.com
[1] cbsnews.com
[1] youcaring.com
[1] kqed.org
[1] sonomafireinfo.com
[1] po.st

Top Domains in Tweet in G5:
[129] ca.gov
[54] twitter.com
[26] kqed.org
[12] cbslocal.com
[9] nixle.com
[8] patch.com
[6] feedburner.com
[6] sonoma-county.org
[5] gofundahero.com
[5] fb.me

Top Domains in Tweet in G6:
[47] nascar.com
[41] twitter.com
[26] cbsnews.com
[11] trib.al
[9] sonomaraceway.com
[5] mercurynews.com
[4] sfchronicle.com
[3] fb.me
[2] latimes.com
[2] kron4.com

Top Domains in Tweet in G7:
[12] twitter.com
[11] ktvu.com
[1] fastcompany.com
[1] ca.gov

Top Domains in Tweet in G8:
[234] trib.al
[25] twitter.com
[20] foxnews.com
[4] cbsnews.com
[2] nixle.us
[1] instagram.com
[1] sonomacommunitycenter.org
[1] patch.com
[1] facebook.com
[1] ktvu.com

Top Domains in Tweet in G9:
[114] sfchronicle.com
[33] twitter.com
[13] insideclimatenews.org
[8] co.uk
[7] kron4.com
[6] facebook.com
[5] hcn.org
[4] ca.gov
[4] latimes.com
[4] po.st

Top Domains in Tweet in G10:
[364] latimes.com
[9] fb.me
[7] twitter.com
[7] lakeconews.com
[4] trib.al
[3] winespectator.com
[3] heavy.com
[3] ca.gov
[2] po.st
[1] kqed.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1905] sonoma
[948] tubbsfire
[894] sonomafires
[677] napa
[608] southernlnucomplex
[464] nunsfire
[327] atlasfire
[325] winecountryfires
[258] californiawildfires
[235] pocketfire



Top Hashtags in Tweet in G1:
[3] sonoma
[1] napafires
[1] sonomafires
[1] tubbsfire
[1] norcalfires
[1] napa
[1] napafire
[1] sonomafire

Top Hashtags in Tweet in G2:
[982] sonoma
[491] sonomafires
[375] tubbsfire
[313] napa
[257] nunsfire
[239] atlasfire
[196] winecountryfires
[181] norcalfires
[176] cafires
[171] southernlnucomplex

Top Hashtags in Tweet in G3:
[103] sonoma
[52] napa
[37] sonomafires
[24] sonomastrong
[22] californiawildfires
[21] santarosa
[21] share
[16] wildfires
[16] napafire
[14] california

Top Hashtags in Tweet in G4:
[11] sonomafires
[9] sonoma
[8] tubbsfire
[5] northbayfires
[5] southernlnucomplex
[4] mendocinolakecomplex
[4] news
[4] maryspizza
[4] calfire
[4] sonomavalley

Top Hashtags in Tweet in G5:
[382] southernlnucomplex
[263] tubbsfire
[142] pocketfire
[141] nunsfire
[110] adobefire
[76] pressleyfire
[59] norrbomfire
[53] sonoma
[38] 37fire
[28] northbayfires

Top Hashtags in Tweet in G6:
[46] sonoma
[27] napa
[12] tubbsfire
[12] sonomafire
[11] napafire
[10] sonomafires
[6] winecountryfires
[6] wildfires
[5] santa
[5] santarosafire

Top Hashtags in Tweet in G7:
[8] southernlnucomplex
[6] nunsfire
[4] sonoma
[3] adobefire
[3] tubbsfire
[3] sonomastrong
[2] sonomafires
[1] pocketfire
[1] 37fire
[1] update

Top Hashtags in Tweet in G8:
[42] sonoma
[13] tubbsfire
[12] napafires
[10] santarosafire
[9] sonomafires
[6] napa
[6] northbayfires
[6] petaluma
[5] napafire
[3] solano

Top Hashtags in Tweet in G9:
[163] sonoma
[134] sonomafires
[51] winecountryfires
[32] tubbsfire
[32] sonomaplaza
[29] breaking
[17] sonomafire
[14] southernlnucomplex
[14] napa
[11] napafire

Top Hashtags in Tweet in G10:
[6] southernlnucomplex
[4] sonoma
[4] tubbsfire
[3] california
[3] pocketfire
[2] pressleyfire
[2] nunsfire
[2] norrbomfire
[1] aguacaliente
[1] sonomafires

Top Words
Top Words in Tweet in Entire Graph:
[6966] Words in Sentiment List#1: Positive
[11197] Words in Sentiment List#2: Negative
[75] Words in Sentiment List#3: Angry/Violent
[326704] Non-categorized Words
[344868] Total Words
[17268] sonoma
[7594] fire
[6902] napa
[5941] county
[3537] firefighters

Top Words in Tweet in G1:
[4117] fire
[2104] sonoma
[2071] napa
[2061] help
[2057] need
[2055] firefighters
[2054] getting
[2054] enough
[2054] attention
[2054] nationally

Top Words in Tweet in G2:
[4124] sonoma
[1369] county
[733] napa
[713] evacuation
[673] valley
[616] fire
[575] now
[524] sarah_stierch
[492] sonomafires
[481] fires

Top Words in Tweet in G3:
[1458] sonoma
[578] napa
[429] county
[334] fires
[287] fire
[262] california
[205] wildfires
[119] wine
[113] please
[107] area

Top Words in Tweet in G4:
[909] sonoma
[889] fire
[825] napa
[795] firefighters
[731] counties
[721] ilike_mike
[719] arrived
[713] another
[713] 900
[713] arriving

Top Words in Tweet in G5:
[1296] sonoma
[1001] county
[809] update
[809] acres
[798] cal_fire
[693] now
[570] contained
[382] southernlnucomplex
[380] napa
[283] 1

Top Words in Tweet in G6:
[602] sonoma
[445] wildfires
[412] california
[409] abc
[385] county
[251] firefighters
[242] death
[240] toll
[200] fire
[193] cbsnews

Top Words in Tweet in G7:
[631] sonoma
[378] state
[243] s
[241] one
[239] more
[239] school
[237] being
[237] bc
[236] swear
[236] person

Top Words in Tweet in G8:
[540] sonoma
[314] county
[267] cnn
[256] more
[251] wildfires
[242] missing
[236] received
[236] 240
[236] person
[236] calls

Top Words in Tweet in G9:
[694] sonoma
[182] county
[173] fire
[168] sfchronicle
[134] sonomafires
[122] evacuated
[114] california
[94] historic
[92] napa
[72] safe

Top Words in Tweet in G10:
[346] latimes
[292] sonoma
[186] fires
[185] evacuation
[180] county
[177] california
[164] devastation
[149] sheriff
[147] biggest
[147] shelters

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5328] sonoma,county
[4145] napa,sonoma
[2508] sonoma,fire
[2327] need,help
[2289] firefighters,need
[2287] fire,getting
[2284] getting,enough
[2284] enough,attention
[2284] attention,nationally
[2284] nationally,firefighters

Top Word Pairs in Tweet in G1:
[2056] napa,sonoma
[2054] sonoma,fire
[2054] fire,getting
[2054] getting,enough
[2054] enough,attention
[2054] attention,nationally
[2054] nationally,firefighters
[2054] firefighters,need
[2054] need,help
[2054] help,exhausted

Top Word Pairs in Tweet in G2:
[1319] sonoma,county
[476] sonoma,valley
[362] sonoma,napa
[315] mandatory,evacuation
[270] napa,sonoma
[254] county,now
[232] door,door
[223] county,sheriff
[200] parts,sonoma
[174] napa,tubbsfire

Top Word Pairs in Tweet in G3:
[392] sonoma,county
[322] napa,sonoma
[188] sonoma,napa
[74] santa,rosa
[73] california,wildfires
[71] sonoma,fires
[66] fire,victims
[47] sonoma,valley
[46] napa,counties
[46] sonoma,area

Top Word Pairs in Tweet in G4:
[730] sonoma,napa
[728] napa,counties
[713] another,900
[713] 900,firefighters
[713] firefighters,arrived
[713] arrived,arriving
[713] arriving,sonoma
[713] counties,bring
[713] bring,190
[712] ilike_mike,another

Top Word Pairs in Tweet in G5:
[987] sonoma,county
[670] county,now
[326] napa,sonoma
[288] contained,southernlnucomplex
[255] update,north
[254] santa,rosa
[247] tubbsfire,update
[247] update,between
[247] between,calistoga
[247] calistoga,santa

Top Word Pairs in Tweet in G6:
[378] sonoma,county
[240] death,toll
[162] northern,california
[158] two,more
[158] more,deaths
[158] deaths,reported
[158] reported,sonoma
[156] latest,two
[156] county,brings
[156] brings,death

Top Word Pairs in Tweet in G7:
[378] sonoma,state
[236] swear,one
[236] one,more
[236] more,person
[236] person,complains
[236] complains,school
[236] school,cancelled
[236] cancelled,stop
[236] stop,being
[236] being,selfish

Top Word Pairs in Tweet in G8:
[314] sonoma,county
[236] county,received
[236] received,more
[236] more,240
[236] 240,missing
[236] missing,person
[236] person,calls
[236] wildfires,scorched
[236] scorched,region
[235] calls,wildfires

Top Word Pairs in Tweet in G9:
[168] sonoma,county
[72] sonoma,sonomafires
[67] stay,safe
[66] evacuated,beloved
[66] beloved,sonoma
[66] sonoma,look
[66] look,forward
[66] forward,returning
[66] returning,hugging
[66] hugging,everyone

Top Word Pairs in Tweet in G10:
[178] sonoma,county
[149] fires,california
[148] county,sheriff
[147] evacuation,shelters
[147] shelters,ask
[147] immigration,status
[147] status,sonoma
[145] ask,immigration
[143] devastation,one
[143] one,biggest

Top Replied-To
Top Replied-To in Entire Graph:
@sarah_stierch
@sonoma_wrwrd2
@realdonaldtrump
@kron4news
@sonoma_news
@michaelgcann
@sfchronicle
@alexsavidgektvu
@napachats
@countyofsonoma

Top Replied-To in G1:
@cinthyyyaa
@fullfrontalsamb
@jopinionated
@what_the_cock

Top Replied-To in G2:
@sarah_stierch
@kron4news
@michaelgcann
@sonoma_news
@countyofsonoma
@alexsavidgektvu
@sfchronicle
@ktvu
@dragontat2
@sonoma

Top Replied-To in G4:
@berkeleyside
@sarah_stierch
@ilike_mike
@kristallakis
@wcrell

Top Replied-To in G5:
@senkamalaharris
@chpsanfrancisco
@larrywolfson
@bnpgee
@alexandriababi3
@danidlt8
@shouldremain
@tomcolicchio
@flightradar24

Top Replied-To in G6:
@realdonaldtrump
@kveklerov
@sirrealworld
@northmantrader
@paula_m_cuevas
@michaelskolnik
@hoagml
@ap
@maryliz1997
@kelrobi11

Top Replied-To in G8:
@johnlgc
@cnnbrk
@foxnews
@bobcesca_go
@sarah_stierch
@representmeaz
@jimsullivan
@xeni
@verysmallanna
@socflyny

Top Replied-To in G9:
@carneroskristy
@49ers
@gangstamimi
@sfchronicle
@directrelief
@sonomafireinfo
@nolimits
@agentdero

Top Replied-To in G10:
@latimes

Top Mentioned
Top Mentioned in Entire Graph:
@laurasenio
@cal_fire
@ilike_mike
@sarah_stierch
@countyofsonoma
@abc
@latimes
@nbcnews
@cnn
@lil_jaayyy

Top Mentioned in G1:
@laurasenio
@foreverbryen
@thatsradjeremyy
@sarah_stierch
@grantlodes
@thiccalix
@kamalaharris
@ilike_mike
@reaganmdowd
@voxdotcom

Top Mentioned in G2:
@sarah_stierch
@countyofsonoma
@cal_fire
@chpsanfrancisco
@sonomasheriff
@nbcbayarea
@bcwildfirehelp
@northbaynews
@ktvu
@chpsantarosa

Top Mentioned in G3:
@lynnylynn
@laurieboriee
@ingebirds
@s_t_o_p_terror
@_jessnelson_
@alerttrade
@czeesquire

Top Mentioned in G4:
@ilike_mike
@laurasenio
@cal_fire
@accambo24
@bobbysharp11
@countyofsonoma
@timoflegend
@sonomacohealth
@hankschulman
@sarah_stierch

Top Mentioned in G5:
@cal_fire
@kqed
@chpsanfrancisco
@countyofsonoma
@nbcbayarea
@calfire_pio
@kqednews
@reggieaqui
@abc10
@kcbsnews

Top Mentioned in G6:
@abc
@cbsnews
@racesonoma
@nascar
@realdonaldtrump
@laurasenio
@cal_fire
@nbcnews
@sarah_stierch
@noah249

Top Mentioned in G7:
@lil_jaayyy
@mogi_22
@hbkplo
@laurasenio
@ilike_mike
@cal_fire
@yg_karolina
@reaganmdowd
@ktvu
@ljfernandez

Top Mentioned in G8:
@cnn
@bobcesca_go
@foxnews
@duvallkelly
@maddow
@redcross
@abc
@johnlgc
@kathygori
@chayannemusic

Top Mentioned in G9:
@sfchronicle
@wordmice
@channingposters
@carneroskristy
@cal_fire
@joaquinpalomino
@kveklerov
@insideclimate
@ilike_mike
@highcountrynews

Top Mentioned in G10:
@latimes
@yamphoto
@cal_fire
@aroseblush
@lakeconews
@abc
@novatofiredist
@cnn
@sarah_stierch
@bvdbrug

Top Tweeters
Top Tweeters in Entire Graph:
@notiven
@ronfeir
@cgnetwork
@americanair
@uskeus
@easy_branches
@yuuji_k1
@jeepeg
@info24us
@alerttrade

Top Tweeters in G1:
@mastaofmp3s
@tenji95
@monicayoussefs
@mreverything_22
@_caramelfrap
@miss_dalisa
@lonsdaleslim
@raypride
@__mixedprincess
@gewt

Top Tweeters in G2:
@lorimoreno
@pmorris153
@derekjohnbryant
@metaquest
@john_siracusa
@alizardx
@brendaperrott
@bluebirdtrini
@vipmediaevent
@itswanda

Top Tweeters in G3:
@ronfeir
@cgnetwork
@uskeus
@jeepeg
@alerttrade
@robinsnewswire
@wkrbnews
@taxtreats
@ntkrnow
@gborum

Top Tweeters in G4:
@marylschmidt
@ustweetsdistill
@teddyshouse2ii
@carlyinnj
@mjohnso27
@tottenbill
@shorealonefilms
@watergatesummer
@davonnababee
@sadbeaner

Top Tweeters in G5:
@gas8128
@arizonanewsnet
@john1966olsen
@yayayarndiva
@mommadona
@kimvie
@jetcitystar
@amali_alicia
@stonefree63
@libertyisalady

Top Tweeters in G6:
@rt_racesonoma
@soapfanfiction
@koltovskoyyakov
@ruisaldanha
@letrina_
@baronianconsult
@donna_west
@sophialamar1
@thebayzdonyae
@geoff9cow

Top Tweeters in G7:
@ultrahomounicor
@hbkplo
@peytonisbatman
@angeliamjayne
@isergioh
@magali_55
@adeebeedoobee
@_sn00k
@jareds_the_kid
@itsjessec

Top Tweeters in G8:
@joleonbusby
@kristinandrene
@talkintou
@breakingnewzman
@garcia_daniel30
@solutioneer72
@kyleo71
@bulldoghill
@foxnews
@damonbethea1

Top Tweeters in G9:
@dynamocooligan
@thereal_rebel
@daily_express
@pet1713
@gpwriter
@waytotrill1995
@antarianrani
@moorehn
@k810mt
@sheila14all

Top Tweeters in G10:
@qxnews
@chris_1791
@prosyria1
@latikia
@rowast
@gallimaufrey777
@mjgarciakcmo
@hijcp
@wise_diva
@calliopeco