The graph represents a network of 2,137 Twitter users whose recent tweets contained "CalFire", 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, 09 September 2021 at 17:45 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 16-minute period from Wednesday, 01 September 2021 at 12:12 UTC to Thursday, 09 September 2021 at 17:29 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
Vertices : 2137
Unique Edges : 5220
Edges With Duplicates : 8881
Total Edges : 14101
Number of Edge Types : 5
Retweet : 2177
MentionsInRetweet : 7230
Replies to : 693
Mentions : 3314
Tweet : 687
Self-Loops : 696
Reciprocated Vertex Pair Ratio : 0.00699407024479246
Reciprocated Edge Ratio : 0.0138909859580251
Connected Components : 201
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 1736
Maximum Edges in a Connected Component : 13382
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.8268
Graph Density : 0.00145093843271484
Modularity : 0.331119
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 2,137 Twitter users whose recent tweets contained "CalFire", 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, 09 September 2021 at 17:45 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 16-minute period from Wednesday, 01 September 2021 at 12:12 UTC to Thursday, 09 September 2021 at 17:29 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : CalFire
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top URLs in Tweet in Entire Graph:
[535] https://www.fire.ca.gov/incidents/2021/7/14/dixie-fire/ [221] https://calfire.app.box.com/s/megcvaayts338nrcdj6shv03xdt68pc7 [92] https://www.flickr.com/photos/calfire/ [90] https://redirect.viglink.com?u=https%3A%2F%2Fcalfire.app.box.com%2Fs%2Fab555qv2wh6wuiedwy88y28gtfvu4zgf&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [51] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411,4646560.0626,-13348704.128,4707786.1223,102100 [50] https://www.latimes.com/california/story/2021-08-31/caldor-and-dixie-fires-first-burn-from-one-side-of-sierra-to-the-other [38] https://www.fire.ca.gov/incidents/ [28] https://www.fire.ca.gov/incidents/2021/8/14/caldor-fire/ [24] https://globe.adsbexchange.com/?icao=a5fb7d&zoom=13 [23] https://www.fs.usda.gov/main/angeles/home Top URLs in Tweet in G1:
[448] https://www.fire.ca.gov/incidents/2021/7/14/dixie-fire/ [81] https://redirect.viglink.com?u=https%3A%2F%2Fcalfire.app.box.com%2Fs%2Fab555qv2wh6wuiedwy88y28gtfvu4zgf&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [74] https://calfire.app.box.com/s/megcvaayts338nrcdj6shv03xdt68pc7 [21] https://www.flickr.com/photos/calfire/ [13] https://inciweb.nwcg.gov/incident/7690/ [9] https://www.facebook.com/watch/?v=1140937696314652&ref=sharing [8] https://www.fire.ca.gov/incidents/ [5] https://plan.readyforwildfire.org/ [5] https://ftp.wildfire.gov/public/incident_specific_data/calif_n/!CALFIRE/!2021_Incidents/CA-BTU-009205_Dixie/GIS/Products/WestZone/20210908/BAM_IR_17x17_20210908_0450_Dixie_CABTU009205_0908.jpg [5] https://www.fs.usda.gov/main/angeles/home Top URLs in Tweet in G2:
[64] https://www.flickr.com/photos/calfire/ [55] https://www.fire.ca.gov/incidents/2021/7/14/dixie-fire/ [49] https://www.latimes.com/california/story/2021-08-31/caldor-and-dixie-fires-first-burn-from-one-side-of-sierra-to-the-other [24] https://www.fire.ca.gov/incidents/ [15] https://calfire.app.box.com/s/megcvaayts338nrcdj6shv03xdt68pc7 [10] https://www.sfgate.com/politics/article/Newsom-California-wildfire-prevention-calfire-16267945.php [8] https://twitter.com/CALFIRE_SLO/status/1433438321422655491 [8] https://redirect.viglink.com?u=https%3A%2F%2Fcalfire.app.box.com%2Fs%2Fab555qv2wh6wuiedwy88y28gtfvu4zgf&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [5] https://calfire.foundation/ [5] https://twitter.com/CAL_FIRE/status/1434924353942999041 Top URLs in Tweet in G3:
[17] https://calfire.app.box.com/s/megcvaayts338nrcdj6shv03xdt68pc7 [16] https://www.fire.ca.gov/incidents/2021/8/14/caldor-fire/ [16] https://www.kron4.com/news/california/first-responder-dies-responding-to-dixie-fire-cal-fire/ [12] https://www.fire.ca.gov/incidents/2021/9/5/bridge-fire/ [11] https://www.fire.ca.gov/incidents/2021/8/18/french-fire/ [11] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411,4646560.0626,-13348704.128,4707786.1223,102100 [10] https://www.fire.ca.gov/incidents/2021/7/30/monument-fire/ [9] https://www.fire.ca.gov/incidents/2021/9/5/aruba-fire/ [8] https://www.fire.ca.gov/incidents/2021/9/5/lawrence-fire/ [8] https://www.fire.ca.gov/incidents/2021/7/14/dixie-fire/ Top URLs in Tweet in G4:
[109] https://calfire.app.box.com/s/megcvaayts338nrcdj6shv03xdt68pc7 [19] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411,4646560.0626,-13348704.128,4707786.1223,102100 [13] https://www.fire.ca.gov/incidents/2021/7/14/dixie-fire/ [8] https://alz.org/help-support/caregiving/safety/in-a-disaster [7] https://www.sandiegouniontribune.com/news/public-safety/story/2021-09-05/fire-near-the-community-of-rainbow-prompts-evacuations [7] https://twitter.com/CALFIRESANDIEGO/status/1434692564758581251 [7] https://www.mercurynews.com/2021/09/03/photos-and-video-firefighters-gain-ground-on-caldor-fire-near-south-lake-tahoe/ [6] https://www.sacbee.com/opinion/editorials/article253896538.html [5] https://ftp.wildfire.gov/public/incident_specific_data/calif_n/!CALFIRE/!2021_Incidents/CA-ENF-024030_Caldor/IR/NIROPS/ [5] https://www.google.com/earth/download/gep/agree.html Top URLs in Tweet in G5:
[9] https://podcasts.apple.com/us/podcast/calfire-fighting-wild-fires-by-air/id1208147571?i=1000534578884 [5] https://www.instagram.com/p/CTbFZQUneG7/ [4] https://calfire.app.box.com/s/megcvaayts338nrcdj6shv03xdt68pc7 [4] https://cal-fire-benevolent-foundation-t-shirt-fundraiser.myshopify.com/ [3] https://twitter.com/nbcbayarea/status/1435140906852786177 [2] https://www.instagram.com/p/CTdnbLTnmBm/ [2] https://slate.com/business/2021/08/california-wildfires-airplanes-dc10-shortage.html [2] https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/82038327080954814865559483907497054675416705914936662971708034173992047738881/ [2] https://www.kget.com/news/state-news/first-responder-listed-as-first-causality-of-the-dixie-fire/?utm_source=t.co&utm_campaign=socialflow&utm_medium=referral [2] https://twitter.com/CAL_FIRE/status/1432776665969561600 Top URLs in Tweet in G6:
[3] https://www.fire.ca.gov/incidents/2021/8/14/caldor-fire/ [2] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411,4646560.0626,-13348704.128,4707786.1223,102100 [2] https://inciweb.nwcg.gov/incident/7690/ [1] https://abc7news.com/10991748/?ex_cid=TA_KGO_TW&taid=612f79633f44320001ed9abf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter [1] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411%2C4646560.0626%2C-13348704.128%2C4707786.1223%2C102100 [1] https://www.nytimes.com/interactive/2021/us/wildfires-air-quality-tracker.html?fireId=caldor_el_dorado_ca [1] https://calfire.ca.gov/ [1] https://twitter.com/RT_com/status/1432457599794905088 [1] https://propelfuels.com/stories/frontlines [1] https://news.yahoo.com/caldor-fire-triggers-evacuation-warnings-193929552.html Top URLs in Tweet in G7:
[12] https://www.fs.usda.gov/main/angeles/home [12] https://twitter.com/CALFIRESANDIEGO/status/1434674229287350276 [2] https://calfire.app.box.com/s/megcvaayts338nrcdj6shv03xdt68pc7 [2] https://podcasts.apple.com/us/podcast/calfire-fighting-wild-fires-by-air/id1208147571?i=1000534578884 [2] https://twitter.com/NBCNewsRadio/status/1434354023813971969 [1] https://www.fire.ca.gov/incidents/2021/7/14/dixie-fire/ [1] https://flickr.com/photos/calfire/ Top URLs in Tweet in G8:
[4] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411%2C4646560.0626%2C-13348704.128%2C4707786.1223%2C102100 [3] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411,4646560.0626,-13348704.128,4707786.1223,102100 [1] https://www.latimes.com/california/story/2021-08-31/caldor-and-dixie-fires-first-burn-from-one-side-of-sierra-to-the-other [1] https://www.fire.ca.gov [1] https://www.abc10.com/article/news/verify/does-us-forest-service-have-let-it-burn-policy-verify/103-aeba1e8b-3989-4f64-a10b-4d5ccce7ef77 [1] http://valleyair.org/recent_news/News_Clippings/2008/In%20the%20News%2007-21-08.pdf [1] http://nifc.gov [1] https://www.sfgate.com/california-wildfires/amp/McClintock-Tamarack-Fire-Forest-Service-16333674.php [1] https://amp.cnn.com/cnn/2021/07/23/us/california-tamarack-fire-burn/index.html Top URLs in Tweet in G9:
[2] https://www.sfchronicle.com/bayarea/article/Caldor-Fire-is-a-different-type-of-enemy-forcing-16435074.php [1] https://www.sfchronicle.com/bayarea/article/Tahoe-s-biggest-ski-resort-under-threat-from-16428999.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral Top URLs in Tweet in G10:
[7] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411,4646560.0626,-13348704.128,4707786.1223,102100 [7] https://calfire-forestry.maps.arcgis.com/apps/webappviewer/index.html?id=366d1a3e25ce4a11a4c0846c3a337ce9&extent=-13464888.411%2C4646560.0626%2C-13348704.128%2C4707786.1223%2C102100 [1] https://music.apple.com/us/album/red-house-live/1024776102?i=1024776117 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[671] unified,command [665] contained,unified [647] calfire_butteco,calfiretgu [645] calfiretgu,calfirelmu [645] calfirelmu,lassennf [645] lassennf,natlparkservice [640] plumas,lassen [635] feather,river [630] above,cresta [630] cresta,dam Top Word Pairs in Tweet in G1:
[540] calfire_butteco,calfiretgu [538] calfiretgu,calfirelmu [538] calfirelmu,lassennf [538] lassennf,natlparkservice [534] plumas,lassen [530] feather,river [525] above,cresta [525] cresta,dam [525] dam,feather [525] river,canyon Top Word Pairs in Tweet in G2:
[96] cal,fire [76] calfire_chief,cal_fire [75] cal_fire,cal_oes [71] gavinnewsom,govpressoffice [71] govpressoffice,calfire_chief [69] flickr,account [69] photos,videos [65] know,cal [65] fire,flickr [65] account,filled Top Word Pairs in Tweet in G3:
[205] #rt,cal_fire [64] unified,command [61] contained,unified [41] cal_fire,#dixiefire [33] dorado,county [33] cal_oes,eldoradosheriff [33] calfire_pio,countyventura [29] caffrey_usa,caffrey1_usa [29] caffrey1_usa,cal_fire [29] cal_fire,calfire_pio Top Word Pairs in Tweet in G4:
[91] caldor,fire [90] update,september [89] fire,00 [89] 00,incident [89] incident,update [89] september,2021 [89] 2021,#caldorfire [89] #caldorfire,burned [89] contained,cal_fire [89] cal_fire,pdf Top Word Pairs in Tweet in G5:
[18] pilot,pilot [18] t15,pulling [18] pulling,#bridgefire [18] #bridgefire,within [18] within,calfire [18] calfire,neu [18] neu,region [18] region,incident [18] incident,due [18] due,east Top Word Pairs in Tweet in G6:
[11] lake,tahoe [10] south,lake [9] caldor,fire [5] thank,calfire [5] wednesday,september [5] california,visto [5] visto,afectada [5] afectada,incendios [5] incendios,forestales [5] forestales,temporada Top Word Pairs in Tweet in G7:
[47] #calfire,#calfirelnu [36] cal,fire [33] fire,sonoma [33] sonoma,lake [33] lake,napa [33] napa,unit [33] fire,near [25] traveling,area [23] calfire,confirms [23] confirms,first Top Word Pairs in Tweet in G8:
[17] crashingout,charley2na [17] charley2na,foxnews [17] foxnews,ap [16] ap,calfire [9] soulesharon,crashingout [7] dandebusschere,crashingout [5] forest,management [5] dandebusschere,soulesharon [4] forest,service [3] hktahoe,think Top Word Pairs in Tweet in G9:
[5] ltgrusselhonore,chefjoseandres [5] chefjoseandres,fema [5] fema,richmond46 [5] richmond46,reptroycarter [5] reptroycarter,my_worldkitchen [5] my_worldkitchen,chefjoseandres [5] chefjoseandres,time [5] time,look [5] look,outside [5] outside,rules Top Word Pairs in Tweet in G10:
[3] caldor,fire [3] zoom,sierra_at_tahoe [3] sierra_at_tahoe,resort [3] resort,damage [3] damage,looks [3] looks,maintenance [3] maintenance,shed [3] shed,lost [3] lost,building [3] building,right Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: