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#napafire_2017-10-12_10-52-22.xlsx
#napafire_2017-10-12_10-52-22.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 13, 2017
Short Description:
#napafire via NodeXL http://bit.ly/2gAYjbi
@suzyesp
@10newsjason
@mikeniccoabc7
@rubiconski
@mrscotteddy
@realdonaldtrump
@richfm39517086

Description:
Description
The graph represents a network of 12,457 Twitter users whose recent tweets contained "#napafire", 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 23:16 UTC.

The tweets in the network were tweeted over the 2-day, 2-hour, 18-minute period from Tuesday, 10 October 2017 at 15:33 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 : 12457
Unique Edges : 19287
Edges With Duplicates : 3934
Total Edges : 23221
Self-Loops : 3551
Reciprocated Vertex Pair Ratio : 0.00409768890345845
Reciprocated Edge Ratio : 0.00816193274567418
Connected Components : 1319
Single-Vertex Connected Components : 889
Maximum Vertices in a Connected Component : 10392
Maximum Edges in a Connected Component : 21025
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.55808
Graph Density : 0.00011844212298399
Modularity : 0.655178
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[130] https://firemap.sdsc.edu/
[125] http://www.napavalleycf.org/supporting-Napa-county-fire-relief-efforts/
[83] https://ww2.kqed.org/stateofhealth/2017/10/10/doctors-warn-against-the-toxins-and-triggers-hidden-in-wildfire-smoke/
[80] https://ww2.kqed.org/news/2017/10/10/heres-what-you-should-have-in-your-emergency-bag/?utm_source=twitter&utm_medium=socialmedia&utm_campaign=kqedmain
[73] http://www.latimes.com/local/lanow/la-me-ln-fires-20171010-story.html
[63] http://www.winemag.com/2017/10/11/a-report-from-the-napa-wildfires/?utm_campaign=1931367_BIE%20Oct%2011&utm_medium=email&utm_source=Trade%2FBeverage%20Business%20Enthusiast&dm_i=28KR,15E93,7D7HC6,3JWXH,1
[61] https://ww2.kqed.org/news/2017/10/09/wind-whipped-wildfires-forcing-evacuations-in-napa-and-sonoma-counties/
[57] http://www.nbcbayarea.com/news/local/How-To-Help-North-Bay-Fire-Relief-Efforts-450142573.html?_osource=SocialFlowFB_BAYBrand
[56] http://www.sfchronicle.com/wine/article/List-of-wineries-damaged-in-the-Wine-Country-fires-12267422.php?cmpid=twitter-premium
[56] http://www.mercurynews.com/2017/10/12/wine-country-fires-american-canyon-prepares-evacuation-center-for-calistoga-residents/

Top URLs in Tweet in G1:
[30] https://981thebreeze.iheart.com/featured/the-morning-breeze/content/2017-10-11-how-you-can-help-pets-affected-by-the-north-bay-fires/
[29] https://www.facebook.com/HoldYourHorsesContraCosta/
[28] https://www.facebook.com/groups/510555622431697/?hc_ref=ARQBfY5M5t1ksiK_t6ck6JAPoYozdsmTd67C0Iet2tGUsYIrLbv8CqPLG0gZlMZn9Dc
[20] https://firemap.sdsc.edu/
[19] http://www.7x7.com/how-to-help-north-bay-fires-2494885475.html
[19] http://www.nvv.li/jgyx
[19] http://myemail.constantcontact.com/Protect-Your-Health-From-Smoke-.html?soid=1111030452123&aid=HLQJo5W360U
[18] http://www.nvv.li/ynb7
[18] http://www.nbcbayarea.com/news/local/Destructive-Deadly-Fires-Continue-Spreading-Across-North-Bay-450173083.html?_osource=SocialFlowTwt_BAYBrand
[17] https://www.usatoday.com/story/news/2017/10/10/napa-fires-continue-burn/748931001/

Top URLs in Tweet in G2:
[15] http://www.nbcbayarea.com
[6] http://www.sfchronicle.com/bayarea/article/Latest-on-North-Bay-fires-A-really-rough-12263721.php&cmpid=twitter-premium
[3] https://www.wineindustryadvisor.com/2017/10/11/wine-community-aid-fire-victims
[2] https://www.winesandvines.com/news/article/190596/Wineries-Consider-Next-Steps-Amid-Flames
[2] https://80sradio.iheart.com/featured/north-bay-wildfires/content/2017-10-11-eerie-images-from-the-wine-country-wildfires/
[2] https://twitter.com/i/moments/917511227932164096
[1] http://www.sfchronicle.com/bayarea/article/Wine-Country-fire-reaches-18-million-Robin-12271806.php&cmpid=twitter-premium
[1] https://twitter.com/i/web/status/917532460316999680
[1] https://twitter.com/i/web/status/917537770893139968
[1] https://ww2.kqed.org/news/2017/10/11/at-least-21-dead-3500-structures-destroyed-in-northern-california-fires/

Top URLs in Tweet in G3:
[5] http://theantimedia.org/california-on-fire/
[4] https://twitter.com/i/web/status/918246175400067072
[4] https://twitter.com/i/web/status/917458026465861635
[3] https://twitter.com/suzyesp/status/917500594570485760
[3] http://www.usatoday.com/story/news/2017/10/10/napa-fires-continue-burn/748931001/
[3] http://www.nbcbayarea.com/news/local/How-To-Help-North-Bay-Fire-Relief-Efforts-450142573.html
[2] https://adjustersinternational.com/podcast/wildfires/
[2] https://safeandwell.communityos.org/cms/index.php
[2] https://www.instagram.com/p/BaE63ClgpvM/
[2] https://paper.li/infofallenangel/1341281979

Top URLs in Tweet in G4:
[15] https://twitter.com/CACorrections/status/917884413031038976
[13] http://abc7news.com/full-list-north-bay-fires-evacuation-centers-road-closures/2511293/
[11] https://www.nytimes.com/2017/10/10/us/wildfire-california-couple-victims.html?smid=tw-share
[11] http://www.winemag.com/2017/10/10/firerelief/
[10] https://twitter.com/redsheri1/status/917526790544949248
[7] https://airnow.gov/index.cfm?action=airnow.local_city&zipcode=94105&submit=Go
[7] https://twitter.com/10newsjason/status/917384517186330626
[6] http://abc7news.com/2511293/
[6] https://twitter.com/thebryzknees/status/918251911324696576
[6] https://ww2.kqed.org/forum/2017/10/10/how-to-prepare-for-a-disaster/?platform=hootsuite

Top URLs in Tweet in G5:
[2] http://hollywoodlife.com/2017/10/09/napa-wildfire-california-north-bay-fire-sonoma-photos-video/
[1] https://twitter.com/i/web/status/918501905227137024
[1] https://twitter.com/taramoriarty1/status/917405889333665792
[1] https://twitter.com/sahmiya_says_go/status/917983212797915136
[1] https://firemap.sdsc.edu/
[1] https://twitter.com/i/web/status/918144071801163777
[1] https://napasportsassociation.com/all-napa-county-athletic-events-postponed-due-to-air-quality-fire-concerns/
[1] http://www.ucsusa.org/global_warming/science_and_impacts/impacts/global-warming-and-wildfire.html#.WdwnCg4YgBh.twitter

Top URLs in Tweet in G6:
[10] http://www.ucsusa.org/global_warming/science_and_impacts/impacts/global-warming-and-wildfire.html#.WdwnCg4YgBh.twitter
[9] https://twitter.com/sharcat12/status/917936707185475585
[4] https://twitter.com/realdonaldtrump/status/917568245854605313
[4] https://www.facebook.com/joy.majich/posts/10155458744313429?pnref=story
[3] http://www.sacbee.com/news/local/article177964926.html
[3] https://twitter.com/PGE4Me/status/917807273686249474
[2] http://napavalleyregister.com/news/local/napa-county-releases-map-of-fire-areas/article_c24d574c-a0c2-538f-a0d1-7cd4b01b2329.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://www.gofundme.com/napa-sonoma-fires?pc=tw_dn_cpgntopnavlarge_r&rcid=r01-150774178823-f41f644b4a3a4455
[2] https://www.gofundme.com/napa-sonoma-fires
[2] https://www.gofundme.com/napa-sonoma-fires?pc=tw_dn_cpgntopnavlarge_r&rcid=r01-150782256389-b3f420fbf79a4f69

Top URLs in Tweet in G7:
[120] http://www.napavalleycf.org/supporting-Napa-county-fire-relief-efforts/
[57] http://www.winemag.com/2017/10/11/a-report-from-the-napa-wildfires/?utm_campaign=1931367_BIE%20Oct%2011&utm_medium=email&utm_source=Trade%2FBeverage%20Business%20Enthusiast&dm_i=28KR,15E93,7D7HC6,3JWXH,1
[52] http://www.latimes.com/local/lanow/la-me-ln-fires-20171010-story.html
[52] http://www.mercurynews.com/2017/10/12/wine-country-fires-american-canyon-prepares-evacuation-center-for-calistoga-residents/
[49] http://cnn.it/2gxUQuc
[44] http://www.sfchronicle.com/wine/article/List-of-wineries-damaged-in-the-Wine-Country-fires-12267422.php?cmpid=twitter-premium
[41] https://www.tastingtable.com/culture/national/dominique-crenn-california-fires?utm_medium=social&utm_source=twitter&utm_campaign=TTShare
[30] http://www.sfchronicle.com/bayarea/article/Possible-culprits-in-Wine-Country-fires-include-12264397.php?cmpid=twitter-premium
[25] http://www.sfchronicle.com/bayarea/article/Elderly-couple-identified-as-first-casualties-of-12266922.php#photo-14324934
[14] http://m.sfgate.com/wine/article/List-of-wineries-damaged-in-the-Wine-Country-fires-12267422.php?cmpid=twitter-mobile

Top URLs in Tweet in G8:
[69] https://ww2.kqed.org/stateofhealth/2017/10/10/doctors-warn-against-the-toxins-and-triggers-hidden-in-wildfire-smoke/
[60] https://ww2.kqed.org/news/2017/10/10/heres-what-you-should-have-in-your-emergency-bag/?utm_source=twitter&utm_medium=socialmedia&utm_campaign=kqedmain
[42] https://ww2.kqed.org/news/2017/10/09/wind-whipped-wildfires-forcing-evacuations-in-napa-and-sonoma-counties/
[19] https://ww2.kqed.org/news/2017/10/09/wildfires-destroy-countless-homes-how-can-you-help/?utm_source=facebook&utm_medium=socialmedia&utm_campaign=kqedmain
[18] https://twitter.com/i/events/917400184644026368
[17] https://ww2.kqed.org/news/2017/10/11/at-least-21-dead-3500-structures-destroyed-in-northern-california-fires/
[17] https://ww2.kqed.org/news/2017/10/10/how-to-help-animals-affected-by-northern-california-wildfires/
[9] http://www.napavalleycf.org/napa-fire-press-release/
[6] https://ww2.kqed.org/stateofhealth/2017/10/10/doctors-warn-against-the-toxins-and-triggers-hidden-in-wildfire-smoke/?utm_source=twitter&utm_medium=social&utm_campaign=KQEDScience
[5] https://twitter.com/nbcbayarea/status/917279542879846400

Top URLs in Tweet in G9:
[19] https://twitter.com/santa_rosa_pd/status/917421678560288768
[8] https://twitter.com/sfchronicle/status/917400643643498496
[7] https://twitter.com/WeatherNation/status/917883003723956224
[4] https://firemap.sdsc.edu/
[4] http://sonomamap.maps.arcgis.com/apps/webappviewer/index.html?id=2089db8e15c04be886f6d4f8daf7b13f
[4] http://rammb-slider.cira.colostate.edu/?sat=goes-16&sec=conus&x=426.875&y=3608.28125&z=3&im=30&ts=2&st=20171009031721&et=20171009110222&speed=130&motion=loop&map=1&lat=0&p%5B0%5D=20&opacity%5B0%5D=1&hidden%5B0%5D=0&pause=0&slider=-1&hide_controls=0&mouse_draw=0&s=rammb-slider
[3] https://www.gofundme.com/tubbs-fire-relief-supplies?pc=tw_dn_cpgnsharemore_r&rcid=r01-150769773731-b86d370805014a60
[3] https://www.cnbc.com/2017/10/10/fires-destroy-at-least-four-wineries-in-napa-valley-.html
[2] http://www.mercurynews.com/2017/10/10/smoke-advisory-from-wildfires-extended-another-day-in-bay-area/
[2] https://www.facebook.com/aperturemediadesign/videos/1085593894911455/

Top URLs in Tweet in G10:
[89] https://firemap.sdsc.edu/
[27] http://sonomamap.maps.arcgis.com/apps/webappviewer/index.html?id=2089db8e15c04be886f6d4f8daf7b13f
[14] http://www.sfchronicle.com/north-bay-fires/
[13] http://www.sfgate.com/local/article/Dogs-cats-pets-rescued-Napa-Sonoma-fires-North-Bay-12267762.php?cmpid=twitter-mobile
[10] http://www.winemag.com/2017/10/10/massive-northern-california-wildfires-continue-to-devastate/
[9] http://www.mercurynews.com/2017/10/10/pge-power-lines-linked-to-wine-country-fires/
[7] http://www.siliconbeat.com/2017/10/09/airbnb-activates-free-housing-victims-wine-country-infernos/
[6] https://twitter.com/NapaValley/status/917460385980018689
[6] https://twitter.com/i/moments/917883722204053504
[5] http://www.sfgate.com/wine/article/List-of-wineries-damaged-in-the-Wine-Country-fires-12267422.php

Top Domains
Top Domains in Tweet in Entire Graph:
[1972] twitter.com
[347] kqed.org
[204] instagram.com
[182] sfchronicle.com
[154] napavalleycf.org
[151] facebook.com
[136] nbcbayarea.com
[132] sdsc.edu
[113] sfgate.com
[111] mercurynews.com

Top Domains in Tweet in G1:
[491] twitter.com
[93] facebook.com
[66] iheart.com
[57] napavalleyregister.com
[46] kqed.org
[40] nvv.li
[36] nbcbayarea.com
[25] instagram.com
[22] usatoday.com
[21] sfchronicle.com

Top Domains in Tweet in G2:
[17] twitter.com
[15] nbcbayarea.com
[7] sfchronicle.com
[4] iheart.com
[3] wineindustryadvisor.com
[2] winesandvines.com
[2] winemag.com
[1] kqed.org
[1] fortune.com
[1] hbr.org

Top Domains in Tweet in G3:
[267] twitter.com
[71] instagram.com
[64] paper.li
[13] gofundme.com
[12] fb.me
[12] youtube.com
[9] fundly.com
[5] latimes.com
[5] airnow.gov
[5] theantimedia.org

Top Domains in Tweet in G4:
[249] twitter.com
[34] abc7news.com
[24] instagram.com
[24] kqed.org
[11] nytimes.com
[11] winemag.com
[10] facebook.com
[10] eastbaytimes.com
[8] gofundme.com
[7] airnow.gov

Top Domains in Tweet in G5:
[4] twitter.com
[2] hollywoodlife.com
[1] sdsc.edu
[1] napasportsassociation.com
[1] ucsusa.org

Top Domains in Tweet in G6:
[88] twitter.com
[10] ucsusa.org
[8] sacbee.com
[8] gofundme.com
[4] washingtonpost.com
[4] facebook.com
[3] communityos.org
[2] sfgate.com
[2] napavalleyregister.com
[2] cnn.com

Top Domains in Tweet in G7:
[120] napavalleycf.org
[103] sfchronicle.com
[63] winemag.com
[54] mercurynews.com
[52] latimes.com
[49] cnn.it
[45] tastingtable.com
[43] twitter.com
[24] sfgate.com
[9] instagram.com

Top Domains in Tweet in G8:
[240] kqed.org
[54] twitter.com
[12] instagram.com
[9] napavalleycf.org
[5] sfchronicle.com
[3] bitly.com
[2] adjustersinternational.com
[2] sacbee.com
[2] travelpulse.com
[1] nixle.us

Top Domains in Tweet in G9:
[77] twitter.com
[7] facebook.com
[4] sdsc.edu
[4] arcgis.com
[4] colostate.edu
[3] gofundme.com
[3] sfchronicle.com
[3] cnbc.com
[2] mercurynews.com
[2] youtube.com

Top Domains in Tweet in G10:
[89] sdsc.edu
[89] twitter.com
[43] sfgate.com
[27] arcgis.com
[22] sfchronicle.com
[20] mercurynews.com
[10] winemag.com
[10] adjustersinternational.com
[8] instagram.com
[7] nixle.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18336] napafire
[3095] sonomafire
[2331] tubbsfire
[1787] atlasfire
[1513] santarosa
[1492] sonomafires
[1354] santarosafire
[1307] calfires
[1035] northbayfires
[778] napafires



Top Hashtags in Tweet in G1:
[4344] napafire
[896] sonomafire
[762] atlasfire
[677] tubbsfire
[473] napafires
[386] sonomafires
[325] northbayfires
[258] santarosafire
[177] napa
[159] santarosa

Top Hashtags in Tweet in G2:
[1087] napafire
[980] calfires
[342] winecountry
[192] tubbsfire
[20] sonomafire
[10] california
[7] santarosafire
[7] atlasfire
[7] arson
[7] fires

Top Hashtags in Tweet in G3:
[905] napafire
[99] sonomafire
[80] santarosafire
[75] tubbsfire
[62] sonomafires
[58] atlasfire
[55] californiawildfires
[49] napa
[30] wildfires
[30] sonoma

Top Hashtags in Tweet in G4:
[1575] napafire
[475] sonomafire
[310] tubbsfire
[214] santarosafire
[182] atlasfire
[159] sonomafires
[112] northbayfires
[101] napa
[85] santarosa
[82] sonoma

Top Hashtags in Tweet in G5:
[696] napafire
[656] santarosa
[12] calfires
[6] winecountry
[6] abc7now
[6] atlaspeak
[5] sonomafire
[4] tubbsfire
[3] northbayfires
[3] sonomacounty

Top Hashtags in Tweet in G6:
[796] napafire
[64] tubbsfire
[40] americafirst
[40] sonomafire
[36] santarosafire
[33] exxonweather
[32] northbayfires
[28] atlasfire
[27] cleanpowerplan
[25] climatejustice

Top Hashtags in Tweet in G7:
[765] napafire
[275] sonomafire
[237] california
[186] winecountry
[153] wine
[91] napa
[59] wineries
[52] calistoga
[34] winecountryfires
[26] sonomafires

Top Hashtags in Tweet in G8:
[733] napafire
[176] sonomafires
[135] northbayfires
[76] calfires
[67] santarosafire
[62] sonomafire
[50] tubbsfire
[49] winecountry
[25] atlasfire
[6] cameraman

Top Hashtags in Tweet in G9:
[723] napafire
[264] sonomafire
[239] santarosafire
[152] tubbsfire
[102] atlasfire
[65] santarosa
[48] santarosafires
[34] sonomacounty
[26] thoughtsandprayers
[20] napavalley

Top Hashtags in Tweet in G10:
[858] napafire
[238] sonomafire
[116] northbayfires
[115] sonomafires
[95] atlasfire
[89] tubbsfire
[65] wine
[61] winecountryfires
[53] santarosafire
[48] napa

Top Words
Top Words in Tweet in Entire Graph:
[7068] Words in Sentiment List#1: Positive
[7641] Words in Sentiment List#2: Negative
[50] Words in Sentiment List#3: Angry/Violent
[286765] Non-categorized Words
[301474] Total Words
[18347] napafire
[3125] sonomafire
[2881] napa
[2331] tubbsfire
[1968] fire

Top Words in Tweet in G1:
[4352] napafire
[925] sonomafire
[762] atlasfire
[708] napa
[677] tubbsfire
[610] fire
[562] horses
[557] rubiconski
[516] horse
[473] napafires

Top Words in Tweet in G2:
[1087] napafire
[981] suzyesp
[980] calfires
[962] before
[681] santa
[681] rosa
[494] school
[492] cardinal
[492] newman
[492] high

Top Words in Tweet in G3:
[904] napafire
[151] napa
[103] smoke
[99] sonomafire
[83] fires
[80] santarosafire
[75] tubbsfire
[72] out
[71] california
[70] help

Top Words in Tweet in G4:
[1575] napafire
[476] sonomafire
[328] mikeniccoabc7
[310] tubbsfire
[258] fire
[236] napa
[214] santarosafire
[185] bay
[182] atlasfire
[159] sonomafires

Top Words in Tweet in G5:
[696] napafire
[656] santarosa
[652] video
[652] evacuated
[650] 10newsjason
[650] incredible
[650] patients
[650] being
[650] kaiser
[650] hospital

Top Words in Tweet in G6:
[796] napafire
[461] realdonaldtrump
[393] roseanndemoro
[352] devastation
[351] t
[349] containment
[349] firefighters
[348] 3
[347] days
[346] zero

Top Words in Tweet in G7:
[765] napafire
[433] mrscotteddy
[297] fires
[275] sonomafire
[265] california
[235] napa
[187] wine
[186] winecountry
[156] help
[135] kellymitchell

Top Words in Tweet in G8:
[733] napafire
[214] kqed
[201] smoke
[176] sonomafires
[137] bay
[135] northbayfires
[125] images
[122] entire
[122] neighborhoods
[122] razed

Top Words in Tweet in G9:
[723] napafire
[264] sonomafire
[258] help
[239] santarosafire
[234] out
[202] town
[201] home
[201] burning
[198] good
[195] time

Top Words in Tweet in G10:
[859] napafire
[238] sonomafire
[221] fires
[146] megmaker
[144] fire
[122] wine
[116] northbayfires
[115] sonomafires
[114] napa
[95] atlasfire

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1898] napafire,sonomafire
[1413] santa,rosa
[1247] napafire,calfires
[1214] suzyesp,before
[906] napafire,atlasfire
[804] santarosa,napafire
[794] being,evacuated
[725] napafire,sonomafires
[717] kaiser,hospital
[712] incredible,video

Top Word Pairs in Tweet in G1:
[537] napafire,atlasfire
[478] napafire,sonomafire
[417] horse,trailers
[355] atlasfire,tubbsfire
[305] w,horse
[304] rescue,horses
[300] volunteers,w
[300] trailers,line
[300] line,up
[300] horses,napafire

Top Word Pairs in Tweet in G2:
[963] napafire,calfires
[953] suzyesp,before
[681] santa,rosa
[493] rosa,napafire
[492] before,cardinal
[492] cardinal,newman
[492] newman,high
[492] high,school
[492] school,santa
[335] calfires,winecountry

Top Word Pairs in Tweet in G3:
[38] santarosafire,napafire
[36] napafire,sonomafire
[32] napafire,tubbsfire
[27] tubbsfire,atlasfire
[25] napafire,sonomafires
[25] those,affected
[24] sonomafire,napafire
[24] stay,safe
[24] napa,sonoma
[23] californiawildfires,santarosafire

Top Word Pairs in Tweet in G4:
[390] napafire,sonomafire
[142] napafire,tubbsfire
[118] north,bay
[111] santarosafire,napafire
[79] napafire,sonomafires
[60] sonomafire,napafire
[57] napafire,atlasfire
[50] napafire,santarosafire
[48] zip,code
[47] tubbsfire,santarosafire

Top Word Pairs in Tweet in G5:
[651] santarosa,napafire
[650] incredible,video
[650] video,patients
[650] patients,being
[650] being,evacuated
[650] evacuated,kaiser
[650] kaiser,hospital
[650] hospital,santarosa
[649] 10newsjason,incredible
[12] suzyesp,before

Top Word Pairs in Tweet in G6:
[344] firefighters,working
[343] 3,days
[343] days,napafire
[343] napafire,zero
[343] zero,containment
[343] containment,firefighters
[343] working,tirelessly
[343] tirelessly,nonstop
[343] nonstop,devastation
[343] devastation,realdonaldtrump

Top Word Pairs in Tweet in G7:
[255] napafire,sonomafire
[127] winecountry,fires
[97] mrscotteddy,here's
[79] fires,napa
[74] fires,sfchronicle
[69] please,share
[68] here's,help
[68] help,fires
[68] napa,kellymitchell
[68] kellymitchell,please

Top Word Pairs in Tweet in G8:
[173] napafire,sonomafires
[130] northbayfires,napafire
[122] entire,neighborhoods
[122] neighborhoods,razed
[122] razed,napafire
[122] napafire,aerial
[122] aerial,images
[122] images,chp_goldengate
[120] words,entire
[119] blkahn,words

Top Word Pairs in Tweet in G9:
[206] santarosafire,napafire
[195] sonomafire,santarosafire
[194] glad,good
[194] good,time
[194] time,umm
[194] umm,home
[194] home,town
[194] town,burning
[194] burning,guys
[194] guys,help

Top Word Pairs in Tweet in G10:
[166] napafire,sonomafire
[94] northbayfires,napafire
[89] fire,spread
[85] satellite,shows
[85] shows,fire
[85] spread,last
[85] last,12
[85] 12,hrs
[85] hrs,click
[85] click,layers

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@cnn
@cal_fire
@ktvu
@kron4news
@sarah_stierch
@michaelskolnik
@qqbeautifuldove
@wildfireviewer
@nbcbayarea

Top Replied-To in G1:
@sarah_stierch
@ktvu
@kron4news
@cal_fire
@darickr
@countyofnapa
@chp_napa
@wildfireviewer
@breonnapwalker
@eatndrinkwell

Top Replied-To in G2:
@suzyesp
@maringov

Top Replied-To in G3:
@tinboxpartners
@row10hps

Top Replied-To in G4:
@amyhollyfield
@billswindell
@pge4me
@abc7newsbayarea
@abc7kristensze
@kqedforum
@jamiedsongs
@lawhitecorn
@jessicaabc7
@maddow

Top Replied-To in G5:
@naparegister
@napa_city_fire
@10newsjason

Top Replied-To in G6:
@realdonaldtrump
@michaelskolnik
@vp
@roseanndemoro
@mikel_jollett
@ananavarro
@msnbc
@asavagenation
@davidbriggspdx
@abc

Top Replied-To in G7:
@bigmacher
@sigvin
@dracaenawines
@amylieberfarb
@chappellet_wine
@kellymitchell

Top Replied-To in G8:
@jaygraymatters
@sfgov
@myeucatastrophe
@kristinegwp
@kqednews
@thomasfullernyt
@julieturkewitz
@sukeylewis
@bymadisonpark
@ralphellisatl

Top Replied-To in G9:
@cnn
@realdonaldtrump
@nwsbayarea
@apwestregion
@lizclaman
@joshedelson
@nbcbayarea

Top Replied-To in G10:
@potus
@prwineprincess
@spaulsonktvu
@misharn
@294thmpco
@nancylevine
@marriott
@daliaceja
@sfgate
@johnsheahey

Top Mentioned
Top Mentioned in Entire Graph:
@suzyesp
@10newsjason
@rubiconski
@realdonaldtrump
@mikeniccoabc7
@mrscotteddy
@mesmitch
@roseanndemoro
@reddogsusie
@kqed

Top Mentioned in G1:
@rubiconski
@mesmitch
@reddogsusie
@newsmarg
@napavalley
@kcbsnews
@gda
@maringov
@leighjalland
@mikeniccoabc7

Top Mentioned in G2:
@suzyesp
@scottmcgrew
@bamastephen
@bietradenews
@toshgiles
@chris11alive
@ucdaviswine
@mikeniccoabc7
@patriciospinoza
@morrbike

Top Mentioned in G3:
@isonetwork
@ieshaofficial
@radiobottiglia
@48gvab
@bayareathug7070
@ingebirds

Top Mentioned in G4:
@mikeniccoabc7
@johnsteen
@mfinney
@katieabc7
@janaktvu
@rmd_neuro
@worthoftheworld
@abc7newsbayarea
@drewtumaabc7
@norcalispurple

Top Mentioned in G5:
@10newsjason
@suzyesp
@mikeniccoabc7
@jjose_alfaro_
@puhvel
@napa_city_fire
@henrikbengtsson
@airnow
@cityofnapa
@calfire_pio

Top Mentioned in G6:
@realdonaldtrump
@roseanndemoro
@climatebrad
@audreycoopersf
@foxnews
@david4senateca
@thepumamama
@nancylevine
@cnn
@epascottpruitt

Top Mentioned in G7:
@mrscotteddy
@kellymitchell
@sfchronicle
@wineenthusiast
@winewankers
@jmiquelwine
@dominiquecrenn
@tastingtable
@embeddedsec
@winefoodguide

Top Mentioned in G8:
@kqed
@chp_goldengate
@blkahn
@kqednews
@suzyesp
@kqedscience
@ajhawkes
@twitternews
@modfarm
@marinhumane

Top Mentioned in G9:
@_brendanfleming
@cnn
@tofraser
@puhvel
@dogislandfarm
@kkdlam
@jordanabina
@suzyesp
@realdonaldtrump
@christichat

Top Mentioned in G10:
@megmaker
@potus
@wineenthusiast
@sfgate
@chasingthevine
@naomistarkman
@mercnews
@farmaid
@mikeniccoabc7
@hollypulket

Top Tweeters
Top Tweeters in Entire Graph:
@barntiques859
@americanair
@vzwsupport
@melislily
@existenciala
@jurylady5
@friendmoscow
@rt_racesonoma
@tacobell
@rk70534

Top Tweeters in G1:
@existenciala
@jijmpel
@iwd12
@krustyallslopp
@stevetwerkel
@lehimesa
@vostokintheair
@straysneedlove
@susan_bell1212
@shankargallery

Top Tweeters in G2:
@jurylady5
@zoumrouda
@natteramnoslo
@sunaliaaa
@ejlandwehr
@teachesl
@justsikko
@theonlyziko
@maralinaantonia
@thatdudeshan

Top Tweeters in G3:
@jamesnews242
@bagofpeanuts
@colormered
@red_global
@mrsesk
@ifreemarketing
@loaaattraction
@brianc999
@josephremib
@jahx93

Top Tweeters in G4:
@barntiques859
@author_jeff
@ehfoundation237
@snstreet
@metaquest
@pet1713
@tiniskwerl
@victorb123
@iveyjanette_207
@youranonrevolt

Top Tweeters in G5:
@zennie62
@rowast
@lucysullivan888
@slone
@factsvsopinion
@duckydynamo
@neilyoungsaveus
@changeisneeded_
@lcoco37
@mikeloburgio

Top Tweeters in G6:
@melislily
@rk70534
@saragomezaranci
@lavenderblue27
@rjber15
@emanbreish2
@foxnews
@robinball1961
@phillip92321
@bbcworld

Top Tweeters in G7:
@john_siracusa
@thelivingheru
@maccocktail
@donna_west
@sudeepkhatri
@cberrl
@guillermoesnal
@cleandropmobile
@sd345t
@patta47cake

Top Tweeters in G8:
@bluebirdtrini
@pxstxr
@letat_lechat
@vinylpoodle
@steph80335
@matevznovak
@usajobs2017
@glorialaw5
@s1ppi
@boweaver11

Top Tweeters in G9:
@cagney1991
@twitlertwit
@sddphoto
@raejeanhightow8
@stupidosaur
@1loriking
@christichat
@fox10phoenix
@kaulitzophile
@cnn

Top Tweeters in G10:
@gas8128
@oceanshaman
@nytimes
@considerthis1
@nrgrenaissance
@gis_sharer
@mercnews
@eastcoast911ia
@begoniaarizona
@amb0306