Nebraska flood, Twitter, 3/23/2019 5:54:27 PM, 191401
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Nebraska flood_2019-03-23_08-24-18.xlsx
Nebraska flood_2019-03-23_08-24-18.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
March 23, 2019
Short Description:
Nebraska flood via NodeXL http://bit.ly/2UbuTG4
@hillaryclinton
@vp
@govricketts
@michaelstahlke
@daniceraj
@acnewsitics
@mitchksmith
@owhnews
@billmckibben
@jayinslee

Top hashtags:
#nebraskastrong
#nebraska
#flood
#nebraskaflood
#flooding
#huskers
#flood2019

Description:
Description
The graph represents a network of 14,893 Twitter users whose recent tweets contained "Nebraska flood", 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 Saturday, 23 March 2019 at 16:22 UTC.

The tweets in the network were tweeted over the 4-day, 21-hour, 23-minute period from Monday, 18 March 2019 at 18:00 UTC to Saturday, 23 March 2019 at 15:23 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 : 14893
Unique Edges : 19871
Edges With Duplicates : 4034
Total Edges : 23905
Self-Loops : 3223
Reciprocated Vertex Pair Ratio : 0.00572853126823317
Reciprocated Edge Ratio : 0.0113918042297347
Connected Components : 2000
Single-Vertex Connected Components : 1516
Maximum Vertices in a Connected Component : 11846
Maximum Edges in a Connected Component : 20559
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.741619
Graph Density : 8.54921071049951E-05
Modularity : 0.713543
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[137] https://www.1011now.com/content/news/HOW-TO-HELP-Nebraska-flood-victims-507197401.html
[118] https://trib.al/P7RT94D
[117] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[89] https://www.theguardian.com/us-news/2019/mar/21/mississippi-river-flooding-missouri-nebraska-noaa?CMP=share_btn_tw
[88] https://weather.com/news/news/2019-03-17-flooding-before-and-after-images-midwest-nebraska
[68] https://www.npr.org/2019/03/21/705408364/nebraska-faces-over-1-3-billion-in-flood-losses
[57] https://www.omaha.com/news/goodnews/after-the-flood-nebraska-buddies-find-an-indestructible-beer-fridge/article_14e87653-c6ff-5eee-bfae-1e2cc6d67618.html
[54] https://www.bloomberg.com/news/articles/2019-03-18/u-s-crop-weather-soaked-south-faces-planting-delays-more-rain
[49] https://globalnews.ca/news/5075685/nebraska-flood-beer-fridge/
[46] https://nema.nebraska.gov/

Top URLs in Tweet in G1:
[17] https://trib.al/YGTUU0n
[3] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[2] https://journalstar.com/news/local/how-you-can-help-nebraska-flood-victims/article_5a604cf9-2c5e-540e-b419-09a93e42d081.html
[2] https://www.theguardian.com/us-news/2019/mar/21/mississippi-river-flooding-missouri-nebraska-noaa?CMP=Share_iOSApp_Other
[1] https://www.cnn.com/2019/03/17/us/nebraska-flooding-sunday-wxc/index.html
[1] http://www.nebraska.gov/nebraska-strong/
[1] https://www.washingtonpost.com/nation/2019/03/21/its-magic-fridge-men-find-ice-cold-beers-field-after-long-hours-cleaning-up-nebraska-flood-wreckage/?tid=ss_tw&utm_term=.0691e9756625
[1] https://www.npr.org/2019/03/21/705408364/nebraska-faces-over-1-3-billion-in-flood-losses
[1] https://www.npr.org/2019/03/21/705408364/nebraska-faces-over-1-3-billion-in-flood-losses?utm_source=npr_newsletter&utm_medium=email&utm_content=20190321&utm_campaign=news&utm_term=nprnews
[1] https://twitter.com/thehill/status/1108807246849470464

Top URLs in Tweet in G2:
[17] https://www.nbc15.com/content/news/NebraskaStrong-Nebraska-Gray-Television-stations-to-raise-money-for-historic-flood-relief-efforts-507510811.html
[16] https://www.klkntv.com/story/40173643/millercoors-sending-50000-cans-of-water-to-nebraska-flood-victims?fbclid=IwAR0Vlh3GPHQcK1kCtGNBDMu5Eg-wY1ODEJEYu4sAE06lzaJq_pAHEHVvtYU
[14] http://www1.cbn.com/cbnnews/us/2019/march/were-with-you-vice-president-pence-visits-flood-ravaged-nebraska-and-iowa
[14] http://www1.cbn.com/content/operation-blessing-teams-deployed-nebraska-help-flood-victims
[9] http://www1.cbn.com/cbnnews/2019/march/its-just-unbelievable-vp-pence-assessing-flood-damage-entire-eastern-half-of-nebraska-devastated
[8] https://twitter.com/BenSasse/status/1108126122296909824
[6] https://oathkeepers.org/2019/03/please-help-support-disaster-relief-efforts-in-nebraska/
[5] http://CBN.com
[5] https://nema.nebraska.gov/operations/march-2019-flood-information-and-help-links
[4] https://radio.foxnews.com/

Top URLs in Tweet in G3:
[48] https://www.omaha.com/news/goodnews/after-the-flood-nebraska-buddies-find-an-indestructible-beer-fridge/article_14e87653-c6ff-5eee-bfae-1e2cc6d67618.html
[40] https://nema.nebraska.gov/
[35] https://www.anheuser-busch.com/content/ab/en/newsroom/2019/03/anheuser-busch-sending-100-000-cans-of-water-to-nebraska-to-supp.html
[30] https://doi.nebraska.gov/sites/doi.nebraska.gov/files/doc/ConsumerAlertResourcesforFloodVictims_0.pdf
[24] https://flood.unl.edu/
[19] https://journalstar.com/news/local/how-you-can-help-nebraska-flood-victims/article_5a604cf9-2c5e-540e-b419-09a93e42d081.html?utm_content=buffer6340c&utm_medium=social&utm_source=twitter.com&utm_campaign=LEEDCC#tracking-source=home-the-latest
[19] https://twitter.com/NEHumaneSociety/status/1108034254477447169
[18] http://krvn.com/regional-news/anheuser-busch-sending-100000-cans-of-water-to-nebraska-to-support-flood-relief-efforts/?fbclid=IwAR16xOl1Of3MmoYdGKnXDBmbMkeqfMwB8gBtNCiDZnZezWbNS2motINIHMc
[13] https://www.omaha.com/news/nebraska/mike-pence-will-visit-nebraska-tomorrow-to-survey-flood-damage/article_250ea144-17d9-5104-8010-65dde9795a9e.html
[12] http://www.ketv.com/article/initial-flood-damage-estimates-in-nebraska-hit-dollar600-million/26876382?utm_campaign=trueAnthem:+New+Content+(Feed)&utm_content=5c91ba2b4a28ce0001becf93&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G4:
[45] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[41] https://globalnews.ca/news/5075685/nebraska-flood-beer-fridge/
[33] https://www.npr.org/2019/03/21/705408364/nebraska-faces-over-1-3-billion-in-flood-losses
[27] http://www1.cbn.com/cbnnews/2019/march/its-just-unbelievable-vp-pence-assessing-flood-damage-entire-eastern-half-of-nebraska-devastated
[25] https://www.accuweather.com/en/weather-news/flood-disaster-unfolds-in-eastern-nebraska-as-rivers-reach-historic-levels-levees-fail/70007714
[23] https://www.theguardian.com/us-news/2019/mar/21/mississippi-river-flooding-missouri-nebraska-noaa?CMP=share_btn_tw
[22] https://www.washingtonpost.com/nation/2019/03/21/its-magic-fridge-men-find-ice-cold-beers-field-after-long-hours-cleaning-up-nebraska-flood-wreckage/
[21] https://www.1011now.com/content/news/HOW-TO-HELP-Nebraska-flood-victims-507197401.html
[20] https://www.npr.org/templates/story/story.php?storyId=705408364&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[18] https://www.npr.org/2019/03/21/705408364/nebraska-faces-over-1-3-billion-in-flood-losses?utm_medium=RSS&utm_campaign=news

Top URLs in Tweet in G5:
[50] https://www.bloomberg.com/news/articles/2019-03-18/u-s-crop-weather-soaked-south-faces-planting-delays-more-rain
[1] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[1] https://grist.org/article/terrifying-map-shows-all-the-parts-of-america-that-might-soon-flood/
[1] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926?__twitter_impression=true
[1] https://www.agriculture.com/news/crops/flooded-corn-must-be-destroyed-not-sold
[1] https://www.accuweather.com/en/weather-news/flood-damages-exceed-13-billion-in-nebraska-as-floodwaters-begin-to-slowly-recede-across-central-us/70007768
[1] https://trib.al/q2hDSge
[1] https://trib.al/GDdkQM5
[1] https://www.pressofatlanticcity.com/news/trending/photos-major-flooding-hits-nebraska-iowa-towns/collection_7ffac8c8-1cb4-5f38-bd70-7137d3d7f19b.html?utm_content=buffer42d6a&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer
[1] https://earther.gizmodo.com/tribal-nations-in-nebraska-are-reeling-from-midwestern-1833418301

Top URLs in Tweet in G6:
[43] https://www.1011now.com/content/news/HOW-TO-HELP-Nebraska-flood-victims-507197401.html
[38] https://nbcnews.trib.al/lIV5QOZ
[36] https://nbcnews.trib.al/fVnITKN
[33] https://trib.al/GDdkQM5
[16] https://trib.al/3QoywP1
[13] https://www.welltravelednebraskan.com/how-to-help-nebraska-flood-victims-and-resources-for-those-displaced/
[10] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[8] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926?cid=par-smartnews-nbcnews
[6] https://weatherfarm.com/weather-videos/cattle-ranchers-struggle-in-nebraska-flood-fight/
[4] http://www.wbaltv.com/article/anheuser-busch-sending-truckloads-of-water-to-flood-ravaged-nebraska-as-damage-tops-dollar600-million/26884718?utm_campaign=WBALTV&utm_content=5c9276ce18225a0001602717&utm_medium=twitter&utm_source=trueAnthem:+New+Content+(Feed)

Top URLs in Tweet in G7:
[1] https://trib.al/GDdkQM5
[1] https://www.facebook.com/267443538455/posts/10156085916568456/
[1] https://thinkprogress.org/deadly-flooding-midwest-nebraska-climate-impacts-ac8865fd6160/

Top URLs in Tweet in G8:
[68] https://weather.com/news/news/2019-03-17-flooding-before-and-after-images-midwest-nebraska
[3] http://hisz.rsoe.hu/m/?pageid=event_index&edis_id=FL-20190320-67134-USA
[3] http://hisz.rsoe.hu/m/?pageid=event_index&edis_id=FL-20190320-67128-USA
[3] https://www.cnn.com/2019/03/21/us/floods-nebraska-iowa-agriculture-farm-loss/index.html?utm_source=fbCNN&utm_content=2019-03-21T23%3A05%3A23&utm_term=link&utm_medium=social&fbclid=IwAR3U5FzOMqbJHyete_Y2D2SIxKxg95ZD68Uwa5vQsO9-6DiSZkR1zEEgP1c
[3] https://video.foxbusiness.com/v/6016272391001/
[3] https://journalstar.com/news/local/how-you-can-help-nebraska-flood-victims/article_5a604cf9-2c5e-540e-b419-09a93e42d081.html
[2] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[2] http://hisz.rsoe.hu/m/?pageid=event_index&edis_id=FL-20190318-67090-USA
[2] https://thefern.org/ag_insider/trump-declares-flood-disaster-in-nebraska/
[2] https://thinkprogress.org/midwest-flood-nebraska-iowa-cost-billions-f065de317186/

Top URLs in Tweet in G9:
[8] https://thinkprogress.org/midwest-flood-nebraska-iowa-cost-billions-f065de317186/
[4] https://www.cnn.com/2019/03/21/us/floods-nebraska-iowa-agriculture-farm-loss/index.html
[2] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[2] http://feeds.reuters.com/~r/Reuters/PoliticsNews/~3/voSFQ40LkKs/pence-to-tour-nebraska-flood-zone-idUSKCN1R00UO
[1] https://www.theguardian.com/us-news/2019/mar/21/mississippi-river-flooding-missouri-nebraska-noaa?CMP=share_btn_tw
[1] https://trib.al/P7RT94D
[1] https://www.npr.org/2019/03/21/705408364/nebraska-faces-over-1-3-billion-in-flood-losses
[1] https://twitter.com/NEMAtweets/status/1108148205097766912
[1] https://trib.al/q2hDSge
[1] https://trib.al/4t2XRN7

Top URLs in Tweet in G10:
[5] https://trib.al/q3bVfAa
[4] https://www.klkntv.com/story/40162271/friends-find-fridge-full-of-beer-while-looking-at-flood-damage?fbclid=IwAR11ipXUs53T5gWkqYdMq-TcHcLAHfaOKFH4BZJ6hn93QxLVLbtHdvIeJDs
[3] https://nema.nebraska.gov/sites/nema.nebraska.gov/files/doc/flood-hazmit-plan.pdf
[2] https://www.nytimes.com/2019/03/18/us/flood-facts.html
[2] https://www.apnews.com/3d339c5e62d5404a979369dc2cb160b2?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=APCentralRegion
[2] https://www.peoplesworld.org/article/nebraska-flood-damage-losses-hit-1-4-billion-more-states-flooded/
[2] https://www.ketv.com/article/initial-flood-damage-estimates-in-nebraska-hit-dollar600-million/26876382
[2] https://www.welltravelednebraskan.com/how-to-help-nebraska-flood-victims-and-resources-for-those-displaced/
[1] https://www.nytimes.com/2019/03/18/us/flood-farms-nebraska.html
[1] https://www.dtnpf.com/agriculture/web/ag/news/article/2019/03/21/ethanol-plants-face-transport-corn

Top Domains
Top Domains in Tweet in Entire Graph:
[300] trib.al
[283] omaha.com
[228] twitter.com
[220] npr.org
[193] 1011now.com
[186] journalstar.com
[170] theguardian.com
[147] nebraska.gov
[141] nbcnews.com
[101] washingtonpost.com

Top Domains in Tweet in G1:
[17] trib.al
[3] nbcnews.com
[3] npr.org
[2] journalstar.com
[2] theguardian.com
[2] washingtonpost.com
[2] twitter.com
[1] cnn.com
[1] nebraska.gov
[1] omaha.com

Top Domains in Tweet in G2:
[43] cbn.com
[27] twitter.com
[17] nbc15.com
[16] klkntv.com
[9] oathkeepers.org
[9] foxnews.com
[7] nebraska.gov
[7] omaha.com
[6] ketv.com
[3] krvn.com

Top Domains in Tweet in G3:
[171] omaha.com
[99] nebraska.gov
[70] twitter.com
[48] journalstar.com
[46] ketv.com
[44] nebraska.tv
[37] 1011now.com
[36] unl.edu
[35] anheuser-busch.com
[32] krvn.com

Top Domains in Tweet in G4:
[134] npr.org
[63] theguardian.com
[60] globalnews.ca
[59] washingtonpost.com
[51] twitter.com
[50] omaha.com
[49] nbcnews.com
[48] journalstar.com
[46] facebook.com
[45] cbn.com

Top Domains in Tweet in G5:
[50] bloomberg.com
[3] trib.al
[2] nbcnews.com
[2] apple.news
[1] grist.org
[1] agriculture.com
[1] accuweather.com
[1] pressofatlanticcity.com
[1] gizmodo.com
[1] forbes.com

Top Domains in Tweet in G6:
[125] trib.al
[43] 1011now.com
[28] nbcnews.com
[13] welltravelednebraskan.com
[8] twitter.com
[6] weatherfarm.com
[6] omaha.com
[5] nebraska.gov
[5] ksn.com
[4] cnn.com

Top Domains in Tweet in G7:
[1] trib.al
[1] facebook.com
[1] thinkprogress.org

Top Domains in Tweet in G8:
[69] weather.com
[8] rsoe.hu
[5] journalstar.com
[5] npr.org
[4] cnn.com
[3] nbcnews.com
[3] twitter.com
[3] thefern.org
[3] theatlantic.com
[3] foxbusiness.com

Top Domains in Tweet in G9:
[12] trib.al
[8] thinkprogress.org
[4] cnn.com
[2] theguardian.com
[2] nbcnews.com
[2] newfoodeconomy.org
[2] reuters.com
[1] npr.org
[1] twitter.com
[1] flipboard.com

Top Domains in Tweet in G10:
[7] trib.al
[5] dtnpf.com
[4] klkntv.com
[3] nytimes.com
[3] nebraska.gov
[2] apnews.com
[2] peoplesworld.org
[2] ketv.com
[2] welltravelednebraskan.com
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[722] nebraskastrong
[610] nebraska
[474] flood
[298] nebraskaflood
[122] flooding
[112] huskers
[110] flood2019
[102] nebraskaflood2019
[77] iowa
[73] nebraskaflooding



Top Hashtags in Tweet in G1:
[3] nebraskastrong
[2] nebraskaflood2019
[1] nebraskaflood
[1] flooding2019
[1] smartnews
[1] nationalemergency

Top Hashtags in Tweet in G2:
[38] nebraskastrong
[11] nebraska
[8] nebraskaflood
[5] huskers
[5] flood
[4] mozambiquefloods2019
[4] iowa
[2] amazing
[2] nebraskaflood2019
[2] youtube

Top Hashtags in Tweet in G3:
[347] nebraskastrong
[255] nebraska
[170] nebraskaflood
[135] flood
[62] nebraskaflood2019
[56] flood2019
[52] flooding
[45] iowa
[34] nebraskaflooding
[29] neguard

Top Hashtags in Tweet in G4:
[74] nebraskastrong
[65] nebraska
[31] flood
[26] nebraskaflood
[18] flooding
[17] smartnews
[13] climatechange
[12] newx
[11] nebraskaflood2019
[11] flood2019

Top Hashtags in Tweet in G5:
[4] nebraska
[2] nebraskafloods
[2] urbanbias
[1] iowa
[1] missouri
[1] nebraskaflood
[1] flood
[1] rural
[1] urban

Top Hashtags in Tweet in G6:
[27] flood
[24] nebraska
[24] nebraskastrong
[14] nebraskaflood
[6] cattle
[5] nebraskaflooding
[4] redcross
[4] flood2019
[4] iawx
[4] newx

Top Hashtags in Tweet in G7:
[4] nebraskastrong
[2] flooding
[1] climatechange

Top Hashtags in Tweet in G8:
[84] flood
[11] nebraska
[6] nebraskaflood
[6] climatechange
[6] horses
[4] flooding
[3] flooding2019
[3] pamfam
[3] pam
[3] firstdayofspring

Top Hashtags in Tweet in G9:
[1] hotnewworld
[1] cnn
[1] smartnews
[1] nebraskastrong

Top Hashtags in Tweet in G10:
[4] floodwaters
[3] trump
[3] flooding
[3] nebraska
[2] thursdaythoughts
[2] farmers
[1] flood
[1] agriculture
[1] ranchers
[1] cattle

Top Words
Top Words in Tweet in Entire Graph:
[8592] Words in Sentiment List#1: Positive
[15121] Words in Sentiment List#2: Negative
[180] Words in Sentiment List#3: Angry/Violent
[366235] Non-categorized Words
[389948] Total Words
[12181] nebraska
[11122] flood
[4395] flooding
[3254] missouri
[3082] river

Top Words in Tweet in G1:
[2415] river
[2415] missouri
[2414] flooding
[2411] thoughts
[2411] affected
[2411] along
[2411] hillaryclinton
[2410] mississippi
[2410] rivers
[2409] everyone

Top Words in Tweet in G2:
[3006] nebraska
[2644] flood
[2395] vp
[1719] today
[1612] damage
[1083] govricketts
[1064] iowa
[986] survey
[869] victims
[727] relief

Top Words in Tweet in G3:
[2279] nebraska
[1973] flood
[409] relief
[404] help
[390] iowa
[370] today
[353] flooding
[347] nebraskastrong
[330] victims
[299] damage

Top Words in Tweet in G4:
[1376] flood
[1372] nebraska
[233] flooding
[232] help
[208] victims
[204] damage
[168] iowa
[165] s
[164] pence
[146] 1

Top Words in Tweet in G5:
[499] last
[438] weather
[437] wild
[437] six
[436] pretty
[436] usaf
[436] 10
[436] f
[436] 22s
[436] hq

Top Words in Tweet in G6:
[440] nebraska
[407] flood
[148] time
[138] along
[136] air
[134] flooding
[131] military
[130] knew
[130] force
[130] base

Top Words in Tweet in G7:
[419] flood
[418] nebraska
[393] water
[391] farmers
[391] acnewsitics
[390] inundated
[390] going
[390] bankrupt
[390] trump's
[390] top

Top Words in Tweet in G8:
[342] nebraska
[230] flood
[151] year
[143] weatherchannel
[89] realdonaldtrump
[88] floods
[84] iowa
[82] disaster
[82] 100
[80] seen

Top Words in Tweet in G9:
[306] flood
[268] iowa
[265] year
[264] here
[263] 500
[262] farmer
[259] floods
[257] 2011
[257] thought
[257] noah's

Top Words in Tweet in G10:
[296] nebraska
[225] flooding
[224] mitchksmith
[144] farmers
[135] time
[134] f
[131] devastated
[131] afford
[131] verdigre
[131] fifth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2655] missouri,rivers
[2582] river,flooding
[2581] mississippi,missouri
[2579] along,mississippi
[2576] thoughts,everyone
[2567] record,breaking
[2561] flooding,along
[2559] affected,record
[2557] everyone,affected
[2557] breaking,river

Top Word Pairs in Tweet in G1:
[2410] flooding,along
[2410] along,mississippi
[2410] missouri,rivers
[2409] thoughts,everyone
[2409] everyone,affected
[2409] affected,record
[2409] record,breaking
[2409] breaking,river
[2409] river,flooding
[2409] mississippi,missouri

Top Word Pairs in Tweet in G2:
[1606] flood,damage
[1051] nebraska,iowa
[867] flood,victims
[672] nebraska,flood
[662] today,nebraska
[661] relief,shelter
[661] shelter,elkhorn
[660] visited,relief
[660] elkhorn,middle
[660] middle,school

Top Word Pairs in Tweet in G3:
[311] flood,relief
[297] flood,victims
[239] flood,damage
[229] nebraska,iowa
[190] nebraska,flood
[115] 844,278
[115] 278,8555
[115] relief,efforts
[113] mike,pence
[103] hard,work

Top Word Pairs in Tweet in G4:
[334] nebraska,flood
[199] flood,victims
[157] flood,damage
[101] nebraska,iowa
[101] flood,relief
[100] 1,3
[100] 3,billion
[89] flood,losses
[86] billion,flood
[86] over,1

Top Word Pairs in Tweet in G5:
[436] pretty,wild
[436] wild,usaf
[436] usaf,10
[436] 10,f
[436] f,22s
[436] 22s,hq
[436] hq,usstratcom
[436] usstratcom,destroyed
[436] destroyed,weather
[436] weather,within

Top Word Pairs in Tweet in G6:
[130] military,knew
[130] air,force
[130] force,base
[130] act,time
[110] knew,flood
[110] flood,risks
[110] offutt,air
[108] base,act
[107] risks,nebraska's
[107] nebraska's,offutt

Top Word Pairs in Tweet in G7:
[390] nebraska,inundated
[390] inundated,flood
[390] flood,water
[390] water,farmers
[390] farmers,going
[390] going,bankrupt
[390] bankrupt,trump's
[390] trump's,top
[390] top,priority
[390] priority,morning

Top Word Pairs in Tweet in G8:
[74] peru,nebraska
[74] nebraska,seen
[74] seen,plenty
[74] plenty,100
[74] 100,year
[74] year,250
[74] 250,year
[74] year,floods
[74] floods,unlike
[74] unlike,anything

Top Word Pairs in Tweet in G9:
[263] 500,year
[263] year,flood
[257] iowa,farmer
[257] farmer,2011
[257] 2011,thought
[257] thought,500
[257] flood,noah's
[257] noah's,ark
[257] ark,floods
[257] floods,here

Top Word Pairs in Tweet in G10:
[206] mitchksmith,flooding
[133] flooding,nebraska
[131] nebraska,devastated
[131] devastated,farmers
[131] farmers,time
[131] time,afford
[131] afford,verdigre
[131] verdigre,fifth
[131] fifth,generation
[130] generation,f

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@nbcnews
@owhnews
@potus
@whitehouse
@cnn
@bethenny
@govricketts
@betoorourke
@aoc

Top Replied-To in G1:
@karlabryant84
@jmollerlbp
@liberallyhappy
@hillaryclinton
@mikeytheweasel
@blacklung1899

Top Replied-To in G2:
@potus
@realdonaldtrump
@franklin_graham
@presssec
@bensasse
@oathkeepers
@jimpolk
@operationbless
@govricketts
@barac_nieto

Top Replied-To in G3:
@owhnews
@senatorfischer
@govricketts
@ketv
@danandshay
@cspanwj
@vp
@louiesheridanjr
@threerivers_ph
@nepreppartner

Top Replied-To in G4:
@goservg

Top Replied-To in G5:
@tan123
@bad_hombre_tdot
@maranello69
@lesjohnsonhrvat
@kairyssdal

Top Replied-To in G6:
@nbcnews
@cnn
@chrisevans
@nbcnightlynews
@theellenshow
@alyssa_milano
@janekleeb
@gma
@kgwnews
@newsbusters

Top Replied-To in G7:
@pontifex
@acnewsitics
@ravenwood_sunny

Top Replied-To in G8:
@realdonaldtrump
@whitehouse
@thehill
@goat0518
@edkrassen
@wunderground
@krassenstein
@rwpusa
@stephenmoore
@jiminhofe

Top Replied-To in G9:
@jdiamond1
@maggienyt

Top Replied-To in G10:
@monaheart1229
@shakespeherian
@winibravo
@climatebrad
@ldelvalle

Top Mentioned
Top Mentioned in Entire Graph:
@vp
@hillaryclinton
@govricketts
@potus
@iagovernor
@ia
@michaelstahlke
@acnewsitics
@billmckibben
@mitchksmith

Top Mentioned in G1:
@hillaryclinton
@thelastword
@govricketts
@rltw609
@drmaggiesa
@vp
@nematweets
@pantsuitpolitic
@steveatlankota
@rtmannjr

Top Mentioned in G2:
@vp
@govricketts
@potus
@iagovernor
@ia
@franklin_graham
@cbnnews
@greta
@oathkeepers
@one_werner

Top Mentioned in G3:
@govricketts
@owhnews
@nematweets
@vp
@nebraskadot
@nenationalguard
@wowt6news
@1011_news
@anheuserbusch
@journalstarnews

Top Mentioned in G4:
@lidarmonkey
@blueangel4101
@unitedwayscne
@itsasooz
@barast135
@heathjohnson
@riptide_boy2

Top Mentioned in G5:
@michaelstahlke
@ericholthaus
@thestalwart
@hillaryclinton
@blkahn
@yessfun
@brady_dennis
@nongmoreport
@brontyman
@waltonwater

Top Mentioned in G6:
@nbcnews
@cnn
@cbseveningnews
@alyssa_milano
@msnbc
@cnnbrk
@hillaryclinton
@wsj
@pattern
@vp

Top Mentioned in G7:
@acnewsitics
@hillaryclinton
@crushthebigots
@pontifex
@excitebkind
@michaelstahlke
@msnbc
@rene_gadecowboy
@hoopvolfd
@ntvnews

Top Mentioned in G8:
@weatherchannel
@realdonaldtrump
@govkristinoem
@jmichaelsnews
@brad_dickson
@herbert_l_reed
@whitehouse
@fernnews
@foxnews
@rsoe_edis

Top Mentioned in G9:
@billmckibben
@nytnational
@jilevin
@hillaryclinton
@michaelstahlke
@johnupton
@senatorrobhogg
@marlenatv
@mitchksmith
@newfoodeconomy

Top Mentioned in G10:
@mitchksmith
@apcentralregion
@dtnpf
@hillaryclinton
@govricketts
@nytclimate
@michaelstahlke
@ap
@brandontlocke
@adeelnyt

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@the_news_diva
@kamzou08
@usmananwar78
@robinsnewswire
@sprintcare
@environmentguru
@chris_1791
@myalliesnews

Top Tweeters in G1:
@missb62
@mattmurph24
@minhkular
@sddphoto
@backstorymom1
@lisakbromley
@guillermoesnal
@damonbethea1
@earlworthington
@kenkircher1

Top Tweeters in G2:
@occuworld
@housecracka
@joefreedomlove
@insdatainter
@israelnewslinks
@scrufey21
@raumunz
@dylanesque2604
@yymods
@rodeodance

Top Tweeters in G3:
@feministajones
@strategicpolicy
@britonanddane
@twright55
@mcdonalds
@richfm39517086
@jjwills2
@planetscape
@rebeccafaussett
@magannohate

Top Tweeters in G4:
@the_news_diva
@kamzou08
@usmananwar78
@robinsnewswire
@myalliesnews
@koltovskoyyakov
@manolhs
@zyiteblog
@fiweh
@globalissuesweb

Top Tweeters in G5:
@cloudwanderer3
@catawu
@epaulnet
@rowast
@brontyman
@mjgarciakcmo
@homegypsy
@w55unicorn
@b1e56df9ce6549f
@cblazblaz

Top Tweeters in G6:
@simpleweather4u
@real_infinity95
@onahunttoday
@mbvukutaphiri
@huffpost
@kaijuking23
@new_narrative
@katcapps
@kimvie
@pollsstar

Top Tweeters in G7:
@sherrilee7
@rene_gadecowboy
@wellness4you13
@mms5048
@jcmarbury
@davidpsdem
@anoldlefty
@anchorsend1
@eddyrogerparker
@stacymichelleb

Top Tweeters in G8:
@mrcoollooking75
@thehill
@theyellonegro
@foxnews
@eyegloarts
@jgionova
@nihaustin
@dailycaller
@robirdie23
@mwt2008

Top Tweeters in G9:
@lechatnoire4
@russelltim151
@jilevin
@blogdiva
@morgfair
@njdoc
@blubdha
@kaffe_takk
@burnodo
@xhertx

Top Tweeters in G10:
@samhainnight
@marconavarrolor
@nytimes
@amazingchevvolt
@calvinswine905
@tigerbeat
@estarianne
@hesiod2k11
@dunaisiaka
@lawgirl318


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