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#napafire_2017-10-12_10-52-25.xlsx
#napafire_2017-10-12_10-52-25.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 13, 2017
Short Description:
#napafire via NodeXL http://bit.ly/2i9p7D7
@suzyesp
@10newsjason
@mikeniccoabc7
@rubiconski
@mrscotteddy
@realdonaldtrump
@richfm39517086

Description:
Description
The graph represents a network of 12,458 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 23:30 UTC.

The tweets in the network were tweeted over the 2-day, 2-hour, 19-minute period from Tuesday, 10 October 2017 at 15:32 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 : 12458
Unique Edges : 19289
Edges With Duplicates : 3934
Total Edges : 23223
Self-Loops : 3550
Reciprocated Vertex Pair Ratio : 0.00409701737135366
Reciprocated Edge Ratio : 0.00816060062020565
Connected Components : 1318
Single-Vertex Connected Components : 888
Maximum Vertices in a Connected Component : 10395
Maximum Edges in a Connected Component : 21029
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.557646
Graph Density : 0.000118442439584078
Modularity : 0.656584
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
[23] http://www.nvv.li/jgyx
[22] http://www.nvv.li/ynb7
[21] http://myemail.constantcontact.com/Protect-Your-Health-From-Smoke-.html?soid=1111030452123&aid=HLQJo5W360U
[20] http://www.7x7.com/how-to-help-north-bay-fires-2494885475.html
[18] http://www.nbcbayarea.com/news/local/Destructive-Deadly-Fires-Continue-Spreading-Across-North-Bay-450173083.html?_osource=SocialFlowTwt_BAYBrand
[18] https://firemap.sdsc.edu/
[17] https://www.usatoday.com/story/news/2017/10/10/napa-fires-continue-burn/748931001/

Top URLs in Tweet in G2:
[6] http://www.sfchronicle.com/bayarea/article/Latest-on-North-Bay-fires-A-really-rough-12263721.php&cmpid=twitter-premium
[6] https://twitter.com/sfchronicle/status/917400643643498496
[2] https://www.usatoday.com/story/news/2017/10/09/napa-sonoma-wine-country-charred-devastating-wildfires/748160001/
[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/events/917400184644026368
[2] https://www.instagram.com/p/BaEvMdXFk5h/
[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://twitter.com/i/web/status/917439607716933632

Top URLs in Tweet in G3:
[19] https://twitter.com/i/events/917400184644026368
[10] http://www.ucsusa.org/global_warming/science_and_impacts/impacts/global-warming-and-wildfire.html#.WdwnCg4YgBh.twitter
[10] https://twitter.com/sharcat12/status/917936707185475585
[5] https://www.pubclub.com/destinations/usa/california/napa/napa-valley-tourism-advises-visitors-stay-away-wildfires/
[4] https://twitter.com/realdonaldtrump/status/917568245854605313
[4] https://mappingsupport.com/p/gmap4.php?ll=38.342464%2C-122.297402&z=11&t=h%2CFire_perimeter%2CMODIS_from_GeoMAC&q=https%3A%2F%2Fpropertylinemaps.com%2Fp%2Fpublic_land_map%2FUSA%2FUSA_wildland_fire_3.txt
[4] https://twitter.com/CountyofSonoma/status/917814478040735746
[4] http://sonomamap.maps.arcgis.com/apps/webappviewer/index.html?id=2089db8e15c04be886f6d4f8daf7b13f
[4] https://www.facebook.com/joy.majich/posts/10155458744313429?pnref=story
[3] https://www.pubclub.com/destinations/usa/california/napa/napa-valley-wildfires-force-20-wineries-close/

Top URLs in Tweet in G4:
[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 G5:
[86] https://firemap.sdsc.edu/
[26] http://sonomamap.maps.arcgis.com/apps/webappviewer/index.html?id=2089db8e15c04be886f6d4f8daf7b13f
[26] https://www.flickr.com/photo.gne?short=ZfKPKW
[19] https://twitter.com/santa_rosa_pd/status/917421678560288768
[17] http://www.sfchronicle.com/north-bay-fires/
[15] http://www.siliconbeat.com/2017/10/09/airbnb-activates-free-housing-victims-wine-country-infernos/
[8] http://www.mercurynews.com/2017/10/10/smoke-advisory-from-wildfires-extended-another-day-in-bay-area/
[8] http://www.mercurynews.com/2017/10/10/pge-power-lines-linked-to-wine-country-fires/
[7] http://www.winemag.com/2017/10/10/massive-northern-california-wildfires-continue-to-devastate/
[5] http://www.nbcbayarea.com/news/local/How-To-Help-North-Bay-Fire-Relief-Efforts-450142573.html

Top URLs in Tweet in G6:
[2] http://hollywoodlife.com/2017/10/09/napa-wildfire-california-north-bay-fire-sonoma-photos-video/
[1] https://twitter.com/i/web/status/917365136393768960
[1] https://twitter.com/taramoriarty1/status/917405889333665792
[1] https://twitter.com/sahmiya_says_go/status/917983212797915136
[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 G7:
[119] 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
[53] http://www.latimes.com/local/lanow/la-me-ln-fires-20171010-story.html
[51] 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
[31] 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:
[21] https://ww2.kqed.org/news/2017/10/11/at-least-21-dead-3500-structures-destroyed-in-northern-california-fires/
[15] https://ww2.kqed.org/news/2017/10/09/wind-whipped-wildfires-forcing-evacuations-in-napa-and-sonoma-counties/
[9] https://twitter.com/redsheri1/status/917526790544949248
[9] http://www.napavalleycf.org/napa-fire-press-release/
[7] https://firemap.sdsc.edu/
[6] http://www.diamondcertified.org/wildfire/?utm_source=Twitter&utm_medium=organic&utm_campaign=napafire
[6] https://ww2.kqed.org/forum/2017/10/10/how-to-prepare-for-a-disaster/?platform=hootsuite
[5] http://abc7news.com/2511293/
[5] http://sonomamap.maps.arcgis.com/apps/webappviewer/index.html?id=2089db8e15c04be886f6d4f8daf7b13f
[4] https://ww2.kqed.org/news/2017/10/09/map-track-the-fires-in-napa-and-sonoma-counties/?platform=hootsuite

Top URLs in Tweet in G9:
[68] https://ww2.kqed.org/stateofhealth/2017/10/10/doctors-warn-against-the-toxins-and-triggers-hidden-in-wildfire-smoke/
[61] 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
[36] https://ww2.kqed.org/news/2017/10/09/wind-whipped-wildfires-forcing-evacuations-in-napa-and-sonoma-counties/
[20] 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
[17] https://ww2.kqed.org/news/2017/10/10/how-to-help-animals-affected-by-northern-california-wildfires/
[11] https://airnow.gov/index.cfm?action=airnow.local_city&cityid=314
[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] http://sonomafireinfo.com/
[5] https://twitter.com/danjlipson/status/918319263588409345
[4] http://www.sfchronicle.com/news/us/article/Wildfire-on-California-trailer-park-in-blink-of-12265014.php

Top URLs in Tweet in G10:
[2] https://blog.fundly.com/donate-to-northern-california-napa-wildfires/?ref=quuu&utm_content=buffer40901&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/Rubiconski/status/917909284200910848
[1] http://www.mercurynews.com/2017/10/12/wine-country-fires-american-canyon-prepares-evacuation-center-for-calistoga-residents/
[1] http://cnn.it/2gxUQuc
[1] http://www.napavalleycf.org/supporting-napa-county-fire-relief-efforts/
[1] http://www.fire.ca.gov/current_incident
[1] https://m.facebook.com/NapaPD/posts/1441211549332278
[1] 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
[1] https://www.flickr.com/photo.gne?short=ZfKPKW
[1] https://ww2.kqed.org/news/2017/10/09/wind-whipped-wildfires-forcing-evacuations-in-napa-and-sonoma-counties/

Top Domains
Top Domains in Tweet in Entire Graph:
[1972] twitter.com
[347] kqed.org
[204] instagram.com
[183] 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:
[549] twitter.com
[101] facebook.com
[67] iheart.com
[56] napavalleyregister.com
[50] nvv.li
[38] kqed.org
[34] nbcbayarea.com
[31] abc7news.com
[28] instagram.com
[28] sfgate.com

Top Domains in Tweet in G2:
[29] twitter.com
[7] sfchronicle.com
[4] iheart.com
[3] usatoday.com
[2] kqed.org
[2] instagram.com
[1] mercurynews.com
[1] fortune.com
[1] youtube.com
[1] arcgis.com

Top Domains in Tweet in G3:
[137] twitter.com
[12] facebook.com
[10] ucsusa.org
[8] gofundme.com
[8] pubclub.com
[4] washingtonpost.com
[4] communityos.org
[4] sfchronicle.com
[4] mappingsupport.com
[4] arcgis.com

Top Domains in Tweet in G4:
[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 G5:
[114] twitter.com
[86] sdsc.edu
[30] flickr.com
[26] arcgis.com
[23] mercurynews.com
[21] sfchronicle.com
[15] siliconbeat.com
[12] sfgate.com
[9] winemag.com
[7] kqed.org

Top Domains in Tweet in G6:
[3] twitter.com
[2] hollywoodlife.com
[1] napasportsassociation.com
[1] ucsusa.org

Top Domains in Tweet in G7:
[119] napavalleycf.org
[104] sfchronicle.com
[67] winemag.com
[54] twitter.com
[53] latimes.com
[53] mercurynews.com
[49] cnn.it
[45] tastingtable.com
[24] sfgate.com
[14] instagram.com

Top Domains in Tweet in G8:
[99] twitter.com
[56] kqed.org
[15] abc7news.com
[11] diamondcertified.org
[10] napavalleycf.org
[9] sacbee.com
[7] sdsc.edu
[5] facebook.com
[5] sfgate.com
[5] arcgis.com

Top Domains in Tweet in G9:
[219] kqed.org
[30] twitter.com
[11] airnow.gov
[5] sonomafireinfo.com
[4] sfchronicle.com
[3] camft.org
[2] sacbee.com
[2] travelpulse.com
[2] siliconbeat.com
[1] napavalleyregister.com

Top Domains in Tweet in G10:
[2] fundly.com
[2] twitter.com
[2] kqed.org
[1] mercurynews.com
[1] cnn.it
[1] napavalleycf.org
[1] ca.gov
[1] facebook.com
[1] flickr.com
[1] paypal.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18336] napafire
[3094] sonomafire
[2331] tubbsfire
[1787] atlasfire
[1514] santarosa
[1491] sonomafires
[1354] santarosafire
[1307] calfires
[1034] northbayfires
[778] napafires



Top Hashtags in Tweet in G1:
[4501] napafire
[862] sonomafire
[828] atlasfire
[746] tubbsfire
[467] napafires
[424] sonomafires
[281] northbayfires
[226] santarosafire
[215] napa
[208] santarosa

Top Hashtags in Tweet in G2:
[1291] napafire
[1038] calfires
[380] winecountry
[235] tubbsfire
[24] atlasfire
[23] sonomafire
[14] santarosa
[7] napavalley
[6] santarosafires
[6] cawx

Top Hashtags in Tweet in G3:
[1326] napafire
[280] sonomafire
[243] santarosafire
[203] tubbsfire
[46] atlasfire
[39] americafirst
[36] napa
[33] exxonweather
[32] northbayfires
[30] sonomafires

Top Hashtags in Tweet in G4:
[904] napafire
[99] sonomafire
[80] santarosafire
[75] tubbsfire
[62] sonomafires
[58] atlasfire
[55] californiawildfires
[49] napa
[30] wildfires
[30] sonoma

Top Hashtags in Tweet in G5:
[1348] napafire
[230] sonomafire
[202] northbayfires
[127] santarosafire
[110] santarosa
[108] tubbsfire
[98] sonomafires
[94] atlasfire
[60] wine
[60] napa

Top Hashtags in Tweet in G6:
[735] napafire
[657] santarosa
[10] calfires
[6] abc7now
[6] atlaspeak
[5] winecountry
[4] sonomacounty
[3] tubbsfire
[2] canyonfire2
[2] anaheimfire

Top Hashtags in Tweet in G7:
[849] napafire
[319] sonomafire
[242] california
[204] winecountry
[160] wine
[94] napa
[58] wineries
[51] calistoga
[40] winecountryfires
[27] sonomafires

Top Hashtags in Tweet in G8:
[881] napafire
[330] sonomafire
[160] sonomafires
[105] northbayfires
[84] atlasfire
[79] tubbsfire
[74] santarosafire
[32] bayarea
[31] santarosa
[27] partrickfire

Top Hashtags in Tweet in G9:
[416] napafire
[126] sonomafires
[125] northbayfires
[76] santarosafire
[62] sonomafire
[32] tubbsfire
[13] winecountryfires
[11] monterey
[8] atlasfire
[7] calfires

Top Hashtags in Tweet in G10:
[267] napafire
[25] sonomafire
[18] atlasfire
[16] undocumented
[16] refugiosseguros
[13] tubbsfire
[11] calfires
[9] napafires
[5] santarosafire
[3] sonomafires

Top Words
Top Words in Tweet in Entire Graph:
[7070] Words in Sentiment List#1: Positive
[7639] Words in Sentiment List#2: Negative
[50] Words in Sentiment List#3: Angry/Violent
[286752] Non-categorized Words
[301461] Total Words
[18347] napafire
[3124] sonomafire
[2881] napa
[2331] tubbsfire
[1965] fire

Top Words in Tweet in G1:
[4508] napafire
[891] sonomafire
[828] atlasfire
[792] napa
[746] tubbsfire
[692] fire
[563] horses
[559] rubiconski
[515] horse
[467] napafires

Top Words in Tweet in G2:
[1291] napafire
[1039] suzyesp
[1038] calfires
[1020] before
[726] santa
[726] rosa
[506] high
[506] school
[504] cardinal
[504] newman

Top Words in Tweet in G3:
[1327] napafire
[487] realdonaldtrump
[390] roseanndemoro
[357] t
[351] firefighters
[351] devastation
[349] 3
[348] containment
[344] zero
[343] days

Top Words in Tweet in G4:
[903] napafire
[151] napa
[103] smoke
[99] sonomafire
[83] fires
[80] santarosafire
[75] tubbsfire
[72] out
[71] california
[70] help

Top Words in Tweet in G5:
[1349] napafire
[230] sonomafire
[220] fires
[202] northbayfires
[189] stay
[181] napa
[167] fire
[159] need
[141] pls
[141] help

Top Words in Tweet in G6:
[735] napafire
[657] santarosa
[654] video
[654] evacuated
[653] patients
[652] 10newsjason
[652] incredible
[652] being
[652] kaiser
[652] hospital

Top Words in Tweet in G7:
[849] napafire
[434] mrscotteddy
[329] fires
[319] sonomafire
[282] california
[250] napa
[204] winecountry
[197] wine
[164] help
[134] kellymitchell

Top Words in Tweet in G8:
[881] napafire
[331] sonomafire
[305] mikeniccoabc7
[166] fire
[160] sonomafires
[142] bay
[117] smoke
[105] northbayfires
[102] napa
[101] north

Top Words in Tweet in G9:
[416] napafire
[203] kqed
[169] smoke
[126] sonomafires
[125] northbayfires
[124] bay
[86] fires
[79] emergency
[79] ht
[76] santarosafire

Top Words in Tweet in G10:
[396] alerts
[267] napafire
[200] emergency
[199] ca
[199] friends
[199] sign
[199] up
[199] texting
[199] zip
[199] code

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1897] napafire,sonomafire
[1413] santa,rosa
[1247] napafire,calfires
[1214] suzyesp,before
[906] napafire,atlasfire
[805] santarosa,napafire
[795] being,evacuated
[725] napafire,sonomafires
[718] kaiser,hospital
[713] incredible,video

Top Word Pairs in Tweet in G1:
[573] napafire,atlasfire
[452] napafire,sonomafire
[421] horse,trailers
[369] atlasfire,tubbsfire
[308] w,horse
[307] rescue,horses
[303] volunteers,w
[303] trailers,line
[303] line,up
[302] up,rescue

Top Word Pairs in Tweet in G2:
[1021] napafire,calfires
[1012] suzyesp,before
[726] santa,rosa
[504] before,cardinal
[504] cardinal,newman
[504] newman,high
[504] high,school
[504] school,santa
[504] rosa,napafire
[370] calfires,winecountry

Top Word Pairs in Tweet in G3:
[342] days,napafire
[342] firefighters,working
[341] 3,days
[341] napafire,zero
[341] zero,containment
[341] containment,firefighters
[341] working,tirelessly
[341] tirelessly,nonstop
[341] nonstop,devastation
[341] devastation,realdonaldtrump

Top Word Pairs in Tweet in G4:
[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 G5:
[167] napafire,sonomafire
[111] pls,retweet
[111] needing,place
[111] place,stay
[103] santa,rosa
[95] northbayfires,napafire
[86] fire,spread
[84] napafire,northbayfires
[83] retweet,anyone
[83] anyone,needing

Top Word Pairs in Tweet in G6:
[653] santarosa,napafire
[652] incredible,video
[652] video,patients
[652] patients,being
[652] being,evacuated
[652] evacuated,kaiser
[652] kaiser,hospital
[652] hospital,santarosa
[651] 10newsjason,incredible
[57] santa,rosa

Top Word Pairs in Tweet in G7:
[292] napafire,sonomafire
[127] winecountry,fires
[96] mrscotteddy,here's
[78] fires,napa
[75] fires,sfchronicle
[68] please,share
[67] here's,help
[67] help,fires
[67] napa,kellymitchell
[67] kellymitchell,please

Top Word Pairs in Tweet in G8:
[307] napafire,sonomafire
[107] napafire,sonomafires
[96] north,bay
[78] northbayfires,napafire
[49] communicate,during
[49] during,northbayfires
[43] fire,danger
[43] 000,acres
[42] red,flag
[42] flag,warning

Top Word Pairs in Tweet in G9:
[124] napafire,sonomafires
[106] northbayfires,napafire
[92] smoke,napafire
[75] bay,area
[74] smoke,advisory
[69] advisory,still
[69] still,effect
[69] effect,bay
[69] area,due
[69] due,smoke

Top Word Pairs in Tweet in G10:
[199] ca,friends
[199] friends,sign
[199] sign,up
[199] up,emergency
[199] emergency,alerts
[199] alerts,texting
[199] texting,zip
[199] zip,code
[199] code,888777
[199] 888777,napafire

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:
@ktvu
@kron4news
@sarah_stierch
@darickr
@countyofnapa
@chp_napa
@billswindell
@pge4me
@breonnapwalker
@eatndrinkwell

Top Replied-To in G2:
@suzyesp
@cfnapa
@myeucatastrophe

Top Replied-To in G3:
@realdonaldtrump
@cnn
@michaelskolnik
@vp
@roseanndemoro
@mikel_jollett
@ananavarro
@msnbc
@asavagenation
@davidbriggspdx

Top Replied-To in G4:
@tinboxpartners
@row10hps

Top Replied-To in G5:
@greeninfo
@nytimes
@emilyjrobbins
@sfgiants
@drivemedical
@santa_rosa_pd
@cityofsantarosa
@daliaceja
@supseabass

Top Replied-To in G6:
@10newsjason

Top Replied-To in G7:
@bigmacher
@sigvin
@abc7kristensze
@dracaenawines
@amylieberfarb
@chappellet_wine
@kellymitchell

Top Replied-To in G8:
@amyhollyfield
@abc7newsbayarea
@kqedforum
@jamiedsongs
@lawhitecorn
@jessicaabc7
@rusembusa
@baldbryan
@ksro
@abc7kristensze

Top Replied-To in G9:
@airnow
@sfgov

Top Replied-To in G10:
@realdonaldtrump

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
@mikeniccoabc7
@kcbsnews
@gda
@leighjalland
@toshgiles

Top Mentioned in G2:
@suzyesp
@chp_goldengate
@blkahn
@toshgiles
@kqed
@kqednews
@kirstinbimson
@mikeniccoabc7
@chris11alive
@usatoday

Top Mentioned in G3:
@realdonaldtrump
@roseanndemoro
@_brendanfleming
@cnn
@tofraser
@climatebrad
@sdsalsersmith
@naomistarkman
@audreycoopersf
@farmaid

Top Mentioned in G4:
@isonetwork
@ieshaofficial
@radiobottiglia
@48gvab
@bayareathug7070
@ingebirds

Top Mentioned in G5:
@megmaker
@rach_k24
@puhvel
@pierre_markuse
@senfeinstein
@copernicuseu
@hertz
@samtejwani
@sfgiants
@mercnews

Top Mentioned in G6:
@10newsjason
@trivworks
@suzyesp
@jjose_alfaro_
@puhvel
@newnewspage
@rach_k24
@senfeinstein
@vsattui
@newsmarg

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

Top Mentioned in G8:
@mikeniccoabc7
@kqednews
@kqedforum
@drewtumaabc7
@norcalispurple
@redcross
@kqed_calreport
@megmaker
@hssv
@xtalgrrl

Top Mentioned in G9:
@kqed
@kqedscience
@ajhawkes
@kqednews
@marinhumane
@sfacc
@modfarm
@dpwmarin
@airnow
@sdesignlabs

Top Mentioned in G10:
@amyetucker
@cheechmypeach
@suzyesp
@napacabulous
@mikeniccoabc7
@_brendanfleming
@mrscotteddy
@visionsofnapa
@earth_hazards
@kqed

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

Top Tweeters in G1:
@existenciala
@jijmpel
@ehfoundation237
@iwd12
@krustyallslopp
@metaquest
@vostokintheair
@straysneedlove
@tiniskwerl
@shankargallery

Top Tweeters in G2:
@twitlertwit
@zoumrouda
@natteramnoslo
@sunaliaaa
@ejlandwehr
@justsikko
@theonlyziko
@pxstxr
@maralinaantonia
@thatdudeshan

Top Tweeters in G3:
@melislily
@rk70534
@cagney1991
@saragomezaranci
@lavenderblue27
@rjber15
@sddphoto
@raejeanhightow8
@stupidosaur
@1loriking

Top Tweeters in G4:
@jamesnews242
@bagofpeanuts
@colormered
@red_global
@mrsesk
@ifreemarketing
@loaaattraction
@brianc999
@josephremib
@jahx93

Top Tweeters in G5:
@oceanshaman
@susan_bell1212
@itswanda
@porridgeisgood
@torillo59
@richfm39517086
@nytimes
@considerthis1
@bostonglobe
@piratewench

Top Tweeters in G6:
@jim_peoples_
@zennie62
@rowast
@lucysullivan888
@slone
@factsvsopinion
@duckydynamo
@neilyoungsaveus
@changeisneeded_
@lcoco37

Top Tweeters in G7:
@lorimoreno
@john_siracusa
@thelivingheru
@pet1713
@maccocktail
@donna_west
@sudeepkhatri
@cberrl
@guillermoesnal
@cleandropmobile

Top Tweeters in G8:
@barntiques859
@snstreet
@iveyjanette_207
@kelly_and_annie
@sparkleshines
@framabama
@theholly_wilson
@time
@sniff009
@ladykayaker

Top Tweeters in G9:
@bluebirdtrini
@letat_lechat
@vinylpoodle
@barbie892
@steph80335
@glorialaw5
@s1ppi
@boweaver11
@newshour
@1aprildaniels

Top Tweeters in G10:
@moniselseward
@kaijuking23
@laura_jazo
@1luv2
@sandi_childs
@milo9
@camyyy__
@meowwcydnee
@alisyngayle
@vaculb