Nebraska flood, Twitter, 3/23/2019 2:08:48 AM, 191342
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Nebraska flood_2019-03-22_16-25-40.xlsx
Nebraska flood_2019-03-22_16-25-40.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/2U6PgE5
@hillaryclinton
@vp
@govricketts
@acnewsitics
@mitchksmith
@owhnews
@weatherchannel
@beard_vet
@kristag3
@disasterchannl

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

Description:
Description
The graph represents a network of 14,883 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 00:38 UTC.

The tweets in the network were tweeted over the 4-day, 8-hour, 59-minute period from Monday, 18 March 2019 at 14:26 UTC to Friday, 22 March 2019 at 23:25 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 : 14883
Unique Edges : 19759
Edges With Duplicates : 3990
Total Edges : 23749
Self-Loops : 3167
Reciprocated Vertex Pair Ratio : 0.00559105431309904
Reciprocated Edge Ratio : 0.011119936457506
Connected Components : 1948
Single-Vertex Connected Components : 1471
Maximum Vertices in a Connected Component : 11873
Maximum Edges in a Connected Component : 20433
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.602202
Graph Density : 8.52639026822872E-05
Modularity : 0.706352
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[193] https://www.1011now.com/content/news/HOW-TO-HELP-Nebraska-flood-victims-507197401.html
[117] https://trib.al/P7RT94D
[107] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[106] https://weather.com/news/news/2019-03-17-flooding-before-and-after-images-midwest-nebraska
[65] https://www.theguardian.com/us-news/2019/mar/21/mississippi-river-flooding-missouri-nebraska-noaa?CMP=share_btn_tw
[64] 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/
[48] https://www.accuweather.com/en/weather-news/flood-disaster-unfolds-in-eastern-nebraska-as-rivers-reach-historic-levels-levees-fail/70007714

Top URLs in Tweet in G1:
[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.npr.org/templates/story/story.php?storyId=705408364&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[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://twitter.com/thehill/status/1108807246849470464
[1] https://twitter.com/ddale8/status/1108797555759030273
[1] https://semspub.epa.gov/work/07/30022862.pdf
[1] https://thehill.com/homenews/administration/434742-pence-travels-to-nebraska-to-survey-flood-damage

Top URLs in Tweet in G2:
[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
[10] http://www1.cbn.com/cbnnews/2019/march/its-just-unbelievable-vp-pence-assessing-flood-damage-entire-eastern-half-of-nebraska-devastated
[5] http://CBN.com
[5] https://nema.nebraska.gov/operations/march-2019-flood-information-and-help-links
[4] https://radio.foxnews.com/
[3] http://krvn.com/regional-news/anheuser-busch-sending-100000-cans-of-water-to-nebraska-to-support-flood-relief-efforts/?fbclid=IwAR16xOl1Of3MmoYdGKnXDBmbMkeqfMwB8gBtNCiDZnZezWbNS2motINIHMc
[2] https://nema.nebraska.gov/
[2] https://twitter.com/croptechcafe/status/1108930062919688194
[2] https://www.foxnews.com/us/pence-to-visit-nebraska-to-survey-flood-damage-press-sec

Top URLs in Tweet in G3:
[51] https://www.omaha.com/news/goodnews/after-the-flood-nebraska-buddies-find-an-indestructible-beer-fridge/article_14e87653-c6ff-5eee-bfae-1e2cc6d67618.html
[42] 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
[28] https://doi.nebraska.gov/sites/doi.nebraska.gov/files/doc/ConsumerAlertResourcesforFloodVictims_0.pdf
[22] 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
[19] http://krvn.com/regional-news/anheuser-busch-sending-100000-cans-of-water-to-nebraska-to-support-flood-relief-efforts/?fbclid=IwAR16xOl1Of3MmoYdGKnXDBmbMkeqfMwB8gBtNCiDZnZezWbNS2motINIHMc
[16] https://www.klkntv.com/story/40173643/millercoors-sending-50000-cans-of-water-to-nebraska-flood-victims?fbclid=IwAR0Vlh3GPHQcK1kCtGNBDMu5Eg-wY1ODEJEYu4sAE06lzaJq_pAHEHVvtYU
[14] 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:
[41] https://globalnews.ca/news/5075685/nebraska-flood-beer-fridge/
[39] https://www.nbcnews.com/news/us-news/u-s-military-knew-flood-risks-nebraska-s-offutt-air-n985926
[31] https://www.npr.org/2019/03/21/705408364/nebraska-faces-over-1-3-billion-in-flood-losses
[27] https://www.accuweather.com/en/weather-news/flood-disaster-unfolds-in-eastern-nebraska-as-rivers-reach-historic-levels-levees-fail/70007714
[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.1011now.com/content/news/HOW-TO-HELP-Nebraska-flood-victims-507197401.html
[21] 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/
[19] https://www.npr.org/2019/03/21/705408364/nebraska-faces-over-1-3-billion-in-flood-losses?utm_medium=RSS&utm_campaign=news
[18] https://www.theguardian.com/us-news/2019/mar/21/mississippi-river-flooding-missouri-nebraska-noaa?CMP=share_btn_tw
[17] https://www.npr.org/templates/story/story.php?storyId=705408364&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G5:
[2] https://doi.nebraska.gov/sites/doi.nebraska.gov/files/doc/ConsumerAlertResourcesforFloodVictims_0.pdf
[1] https://www.facebook.com/267443538455/posts/10156085916568456/
[1] https://twitter.com/HillaryClinton/status/1107693557484183553
[1] https://thinkprogress.org/deadly-flooding-midwest-nebraska-climate-impacts-ac8865fd6160/
[1] http://idph.iowa.gov/flooding
[1] http://www.hutchpost.com/flood-victims-in-nebraska-need-your-help/

Top URLs in Tweet in G6:
[74] https://www.1011now.com/content/news/HOW-TO-HELP-Nebraska-flood-victims-507197401.html
[38] https://trib.al/GDdkQM5
[17] https://trib.al/3QoywP1
[13] https://www.welltravelednebraskan.com/how-to-help-nebraska-flood-victims-and-resources-for-those-displaced/
[3] https://www.beefmagazine.com/disaster/catastrophic-nebraska-flooding-hits-ranchers-hard-costs-estimated-1-billion
[2] https://www.drovers.com/article/executive-order-aids-nebraskas-flood-impacted-livestock-producers
[2] https://www.drovers.com/article/nonprofit-brings-flood-stricken-nebraska-ranchers-hay-help
[2] https://www.cnn.com/2019/03/17/us/nebraska-flooding-sunday-wxc/index.html
[2] https://cbs2iowa.com/news/local/the-salvation-army-and-sinclair-cares-heartland-flood-relief
[2] https://cbs2iowa.com/news/nation-world/homes-flood-as-missouri-river-overtops-breaches-levees-03-18-2019-221710117

Top URLs in Tweet in G7:
[40] https://nbcnews.trib.al/lIV5QOZ
[35] https://nbcnews.trib.al/fVnITKN
[9] 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
[4] https://www.nbcnews.com/video/drone-captures-aftermath-of-bridge-swept-away-in-nebraska-flood-1459567171952
[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)
[2] https://history.nebraska.gov/blog/missouri-river-flood-1881
[1] https://www.nbcnews.com/politics/politics-news/rep-steve-king-slammed-white-supremacist-remarks-about-katrina-victims-n986371
[1] https://www.bloomberg.com/news/articles/2019-03-18/u-s-crop-weather-soaked-south-faces-planting-delays-more-rain
[1] https://www.gofundme.com/san-clemente-goats-feed

Top URLs in Tweet in G8:
[4] https://www.klkntv.com/story/40162271/friends-find-fridge-full-of-beer-while-looking-at-flood-damage?fbclid=IwAR11ipXUs53T5gWkqYdMq-TcHcLAHfaOKFH4BZJ6hn93QxLVLbtHdvIeJDs
[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
[1] https://www.dtnpf.com/agriculture/web/ag/news/article/2019/03/21/ethanol-plants-face-transport-corn
[1] https://www.dtnpf.com/agriculture/web/ag/news/article/2019/03/19/agriculture-already-experiencing
[1] https://www.dtnpf.com/agriculture/web/ag/news/article/2019/03/20/agriculture-state-organizations-try
[1] https://www.dtnpf.com/agriculture/web/ag/news/article/2019/03/20/gov-ricketts-flood-blizzard-far-aid
[1] https://www.dtnpf.com/agriculture/web/ag/news/article/2019/03/20/gov-ricketts-flood-blizzard-far-aid?referrer=twitter#.XJNJZNNNslc.twitter
[1] https://www.nytimes.com/2019/03/18/us/flood-facts.html

Top URLs in Tweet in G9:
[86] https://weather.com/news/news/2019-03-17-flooding-before-and-after-images-midwest-nebraska
[7] https://www.usatoday.com/story/news/nation/2019/03/17/midwest-flooding-bomb-cyclone-thousands-evacuate/3194936002/
[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-20190318-67090-USA
[3] http://hisz.rsoe.hu/m/?pageid=event_index&edis_id=FL-20190320-67128-USA
[3] https://journalstar.com/news/local/how-you-can-help-nebraska-flood-victims/article_5a604cf9-2c5e-540e-b419-09a93e42d081.html
[2] https://weather.com/safety/floods/news/2019-03-16-nebraska-iowa-flood-satellite-images-march-2019
[2] 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/
[2] https://www.theguardian.com/us-news/2019/mar/21/mississippi-river-flooding-missouri-nebraska-noaa?CMP=share_btn_tw
[2] https://earthobservatory.nasa.gov/images/144691/historic-floods-inundate-nebraska

Top URLs in Tweet in G10:
[26] http://www.startribune.com/a-magic-fridge-flood-cleanup-workers-find-ice-cold-beers-in-a-nebraska-field/507462792/?fbclid=IwAR1NCLCQfzXXvrhDrZmDtdVYCf_MdVFwMHvMT-YIleA5nn37Ew4Vkp1N-_M
[23] https://www.desmoinesregister.com/story/news/2019/03/22/iowa-flooding-damage-estimate-governor-kim-reynolds-federal-flood-relief-trump-nebraska-missouri/3232934002/
[12] https://www.desmoinesregister.com/story/money/agriculture/2019/03/19/iowa-flooding-2019-missouri-river-weather-farming-livestock-losses-kim-reynolds-nebraska-rain-snow/3212015002/
[8] https://www.desmoinesregister.com/story/news/2019/03/19/effect-flood-breaches-levees-missouri-river-southwest-iowa-nebraska-natural-disaster-emergency/3216721002/
[8] https://journalstar.com/news/local/how-you-can-help-nebraska-flood-victims/article_5a604cf9-2c5e-540e-b419-09a93e42d081.html
[5] https://www.usatoday.com/story/news/nation/2019/03/20/midwest-flooding-nebraska-iowa-missouri-could-last-all-spring/3220970002/
[4] https://www.bloomberg.com/news/articles/2019-03-21/bulging-rivers-target-missouri-and-kansas-after-nebraska-havoc
[3] https://www.wsj.com/articles/nebraska-pushes-for-federal-funds-as-flood-damage-escalates-11553112302?mod=searchresults&page=1&pos=1
[3] https://www.desmoinesregister.com/story/news/2019/03/21/iowa-nebraska-missouri-river-flooding-weather-spring-flood-forecast-historic-floods-200-million-us/3238372002/
[3] https://www.proag.com/news/agriculture-state-organizations-try-to-help-farmers-affected-by-flood-blizzard/

Top Domains
Top Domains in Tweet in Entire Graph:
[297] trib.al
[285] omaha.com
[247] 1011now.com
[228] twitter.com
[216] npr.org
[201] journalstar.com
[146] theguardian.com
[146] nebraska.gov
[129] nbcnews.com
[123] weather.com

Top Domains in Tweet in G1:
[3] journalstar.com
[3] nbcnews.com
[2] twitter.com
[2] npr.org
[2] ketv.com
[1] cnn.com
[1] nebraska.gov
[1] washingtonpost.com
[1] epa.gov
[1] thehill.com

Top Domains in Tweet in G2:
[44] cbn.com
[16] twitter.com
[9] foxnews.com
[7] nebraska.gov
[7] omaha.com
[3] krvn.com
[3] youtube.com
[3] ketv.com
[2] journalstar.com
[2] wowt.com

Top Domains in Tweet in G3:
[178] omaha.com
[102] nebraska.gov
[74] twitter.com
[58] journalstar.com
[46] ketv.com
[43] nebraska.tv
[41] 1011now.com
[35] anheuser-busch.com
[33] krvn.com
[31] unl.edu

Top Domains in Tweet in G4:
[129] npr.org
[60] globalnews.ca
[57] theguardian.com
[56] washingtonpost.com
[52] journalstar.com
[52] twitter.com
[50] omaha.com
[45] facebook.com
[45] 1011now.com
[45] cbn.com

Top Domains in Tweet in G5:
[2] nebraska.gov
[1] facebook.com
[1] twitter.com
[1] thinkprogress.org
[1] iowa.gov
[1] hutchpost.com

Top Domains in Tweet in G6:
[74] 1011now.com
[58] trib.al
[13] welltravelednebraskan.com
[5] twitter.com
[4] drovers.com
[4] cbs2iowa.com
[4] omaha.com
[3] cnn.com
[3] beefmagazine.com
[2] facebook.com

Top Domains in Tweet in G7:
[76] trib.al
[26] nbcnews.com
[4] wbaltv.com
[3] nebraska.gov
[1] bloomberg.com
[1] gofundme.com
[1] accuweather.com
[1] journalstar.com
[1] weather.com
[1] wsj.com

Top Domains in Tweet in G8:
[5] dtnpf.com
[4] klkntv.com
[2] nytimes.com
[2] apnews.com
[2] peoplesworld.org
[2] ketv.com
[1] npr.org
[1] theguardian.com
[1] omaha.com

Top Domains in Tweet in G9:
[90] weather.com
[9] rsoe.hu
[7] usatoday.com
[4] journalstar.com
[3] theguardian.com
[2] kwch.com
[2] washingtonpost.com
[2] wowt.com
[2] npr.org
[2] nasa.gov

Top Domains in Tweet in G10:
[52] desmoinesregister.com
[26] startribune.com
[8] journalstar.com
[5] omaha.com
[5] usatoday.com
[4] bloomberg.com
[3] reuters.com
[3] wsj.com
[3] proag.com
[3] dtnpf.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[683] nebraskastrong
[613] nebraska
[493] flood
[312] nebraskaflood
[124] flooding
[111] huskers
[103] nebraskaflood2019
[103] flood2019
[80] nebraskaflooding
[76] iowa



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

Top Hashtags in Tweet in G2:
[21] nebraskastrong
[8] nebraskaflood
[8] nebraska
[4] mozambiquefloods2019
[4] flood
[4] huskers
[3] iowa
[2] youtube
[1] 12twomissions
[1] neighborshelpingneighbors

Top Hashtags in Tweet in G3:
[337] nebraskastrong
[269] nebraska
[183] flood
[182] nebraskaflood
[62] nebraskaflood2019
[56] flooding
[45] iowa
[44] flood2019
[33] nebraskaflooding
[30] newx

Top Hashtags in Tweet in G4:
[71] nebraskastrong
[66] nebraska
[28] flood
[23] nebraskaflood
[19] flooding
[17] smartnews
[15] newx
[12] iowa
[12] nebraskaflood2019
[12] flood2019

Top Hashtags in Tweet in G5:
[2] flooding
[2] nebraskaflood
[1] climatechange

Top Hashtags in Tweet in G6:
[15] nebraskastrong
[15] nebraskaflood
[6] flood
[5] nebraska
[4] nebraskaflooding
[2] iawx
[2] newx
[2] flood2019
[2] papertowels
[1] hay

Top Hashtags in Tweet in G7:
[17] flood
[17] nebraska
[8] 2019floodfight
[1] survivor
[1] huskers
[1] military
[1] tariffs
[1] nebraskaflooding
[1] agriculture
[1] farmers

Top Hashtags in Tweet in G8:
[4] floodwaters
[3] trump
[3] flooding
[3] nebraska
[2] flood
[2] thursdaythoughts
[2] farmers
[1] agriculture
[1] ranchers
[1] cattle

Top Hashtags in Tweet in G9:
[105] flood
[8] nebraskaflood
[6] horses
[5] nebraskastrong
[4] nebraska
[3] pamfam
[3] pam
[3] firstdayofspring
[3] flooding
[2] newx

Top Hashtags in Tweet in G10:
[16] flood
[8] nebraska
[8] flood2019
[4] agwx
[3] farms
[3] iawx
[3] iowaweather
[3] nebraskaflooding
[2] prayingfornebraska
[2] nebraskastrong

Top Words
Top Words in Tweet in Entire Graph:
[8050] Words in Sentiment List#1: Positive
[15469] Words in Sentiment List#2: Negative
[186] Words in Sentiment List#3: Angry/Violent
[361405] Non-categorized Words
[384924] Total Words
[12175] nebraska
[10745] flood
[5181] flooding
[3989] missouri
[3812] river

Top Words in Tweet in G1:
[3170] flooding
[3168] missouri
[3167] thoughts
[3167] affected
[3167] river
[3167] hillaryclinton
[3166] along
[3166] mississippi
[3166] rivers
[3165] everyone

Top Words in Tweet in G2:
[2935] nebraska
[2598] flood
[2390] vp
[1728] today
[1600] damage
[1069] govricketts
[1066] iowa
[988] survey
[868] victims
[711] devastation

Top Words in Tweet in G3:
[2455] nebraska
[2144] flood
[480] help
[393] iowa
[373] flooding
[373] relief
[367] today
[348] victims
[337] nebraskastrong
[311] damage

Top Words in Tweet in G4:
[1370] nebraska
[1345] flood
[249] flooding
[232] help
[210] victims
[193] damage
[169] s
[163] pence
[161] iowa
[141] 1

Top Words in Tweet in G5:
[424] nebraska
[422] flood
[395] water
[395] farmers
[395] acnewsitics
[394] inundated
[394] going
[394] bankrupt
[394] trump's
[394] top

Top Words in Tweet in G6:
[331] nebraska
[263] flood
[145] along
[119] missouri
[107] rivers
[101] flooding
[98] people
[97] help
[91] cnn
[84] victims

Top Words in Tweet in G7:
[145] flood
[119] nbcnews
[108] nebraska
[107] destroyed
[99] 10
[99] f
[98] pretty
[98] wild
[98] usaf
[98] 22s

Top Words in Tweet in G8:
[269] nebraska
[215] flooding
[214] mitchksmith
[137] farmers
[127] time
[126] f
[125] devastated
[125] afford
[125] verdigre
[125] fifth

Top Words in Tweet in G9:
[310] nebraska
[188] flood
[164] weatherchannel
[150] year
[95] floods
[91] iowa
[89] before
[88] images
[88] show
[87] disaster

Top Words in Tweet in G10:
[130] nebraska
[116] flood
[103] iowa
[89] missouri
[85] flooding
[71] river
[69] floods
[47] billion
[46] gov
[46] dozens

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3460] missouri,rivers
[3386] mississippi,missouri
[3385] river,flooding
[3384] along,mississippi
[3376] thoughts,everyone
[3368] record,breaking
[3362] flooding,along
[3359] affected,record
[3358] breaking,river
[3357] everyone,affected

Top Word Pairs in Tweet in G1:
[3166] flooding,along
[3166] along,mississippi
[3166] missouri,rivers
[3165] thoughts,everyone
[3165] everyone,affected
[3165] affected,record
[3165] record,breaking
[3165] breaking,river
[3165] river,flooding
[3165] mississippi,missouri

Top Word Pairs in Tweet in G2:
[1594] flood,damage
[1056] nebraska,iowa
[866] flood,victims
[673] nebraska,flood
[666] today,nebraska
[665] relief,shelter
[665] shelter,elkhorn
[664] visited,relief
[664] elkhorn,middle
[664] middle,school

Top Word Pairs in Tweet in G3:
[314] flood,victims
[277] flood,relief
[246] flood,damage
[236] nebraska,iowa
[198] nebraska,flood
[151] flood,waters
[135] support,flood
[117] national,guard
[114] mike,pence
[108] hard,work

Top Word Pairs in Tweet in G4:
[336] nebraska,flood
[202] flood,victims
[146] flood,damage
[98] flood,relief
[95] 1,3
[95] 3,billion
[94] nebraska,iowa
[86] flood,losses
[84] u,s
[84] billion,flood

Top Word Pairs in Tweet in G5:
[394] nebraska,inundated
[394] inundated,flood
[394] flood,water
[394] water,farmers
[394] farmers,going
[394] going,bankrupt
[394] bankrupt,trump's
[394] trump's,top
[394] top,priority
[394] priority,morning

Top Word Pairs in Tweet in G6:
[107] missouri,rivers
[85] nebraska,flood
[84] flood,victims
[74] help,nebraska
[71] alyssa_milano,help
[61] images,show
[60] satellite,images
[60] show,high
[60] high,water
[60] water,risen

Top Word Pairs in Tweet in G7:
[98] pretty,wild
[98] wild,usaf
[98] usaf,10
[98] 10,f
[98] f,22s
[98] 22s,hq
[98] hq,usstratcom
[98] usstratcom,destroyed
[98] destroyed,weather
[98] weather,within

Top Word Pairs in Tweet in G8:
[196] mitchksmith,flooding
[125] flooding,nebraska
[125] nebraska,devastated
[125] devastated,farmers
[125] farmers,time
[125] time,afford
[125] afford,verdigre
[125] verdigre,fifth
[125] fifth,generation
[124] generation,f

Top Word Pairs in Tweet in G9:
[89] nebraska,iowa
[86] before,images
[86] images,show
[86] show,ongoing
[86] ongoing,flood
[86] flood,disaster
[86] disaster,nebraska
[85] weatherchannel,before
[75] peru,nebraska
[75] nebraska,seen

Top Word Pairs in Tweet in G10:
[67] missouri,river
[45] river,floods
[45] floods,dozens
[45] dozens,wastewater
[45] wastewater,plants
[45] plants,failed
[45] failed,discharging
[45] discharging,untreated
[45] untreated,sewage
[45] sewage,six

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

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

Top Replied-To in G2:
@franklin_graham
@potus
@presssec
@jimpolk
@operationbless
@govricketts
@mostawesomedog
@corbyforbes
@vp
@ajscore

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

Top Replied-To in G4:
@goservg

Top Replied-To in G5:
@acnewsitics
@ravenwood_sunny

Top Replied-To in G6:
@cnn
@nbcnightlynews
@theellenshow
@alyssa_milano
@janekleeb
@gma
@kgwnews
@drrjkavanagh
@davidmuir
@cbsnews

Top Replied-To in G7:
@nbcnews
@jaketapper
@voltaireresists
@wsj

Top Replied-To in G8:
@shakespeherian
@ldelvalle

Top Replied-To in G9:
@wunderground
@pontifex
@anheuserbusch
@foxnews
@brad_dickson

Top Replied-To in G10:
@tan123
@lesjohnsonhrvat
@farmpolicy
@chrisclaytondtn

Top Mentioned
Top Mentioned in Entire Graph:
@hillaryclinton
@vp
@govricketts
@potus
@iagovernor
@ia
@acnewsitics
@mitchksmith
@weatherchannel
@franklin_graham

Top Mentioned in G1:
@hillaryclinton
@rltw609
@drmaggiesa
@vp
@fccmal
@pantsuitpolitic
@steveatlankota
@ryanmaue
@thewatersparrow
@maizie05

Top Mentioned in G2:
@vp
@govricketts
@potus
@iagovernor
@ia
@franklin_graham
@cbnnews
@one_werner
@arlanff101
@nenationalguard

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

Top Mentioned in G4:
@lidarmonkey
@blueangel4101
@goodtimenation
@unitedwayscne
@itsasooz
@barast135

Top Mentioned in G5:
@acnewsitics
@hillaryclinton
@crushthebigots
@nedhhs
@iapublichealth
@astho
@d
@rene_gadecowboy
@hoopvolfd
@ntvnews

Top Mentioned in G6:
@cnn
@alyssa_milano
@cnnbrk
@cbseveningnews
@msnbc
@hillaryclinton
@kendahl_twc
@sherigibe
@brady_dennis
@farmrescueorg

Top Mentioned in G7:
@nbcnews
@michaelstahlke
@wsj
@pattern
@omahausace
@usacehq
@jessicalewis89
@govricketts
@vp

Top Mentioned in G8:
@mitchksmith
@apcentralregion
@dtnpf
@hillaryclinton
@govricketts
@ap
@brandontlocke
@michaelstahlke
@adeelnyt
@bibliogrrl

Top Mentioned in G9:
@weatherchannel
@jmichaelsnews
@2hawkeye2020
@brad_dickson
@usatodayvideo
@garofalowx
@johnupton
@rsoe_edis
@radiocavalli
@kwch12

Top Mentioned in G10:
@waltonwater
@dmregister
@andrewmannix
@kannbwx
@weatherprof
@chrisclaytondtn
@democracynow
@atomicrod
@farmpolicy
@tpolansek

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

Top Tweeters in G1:
@missb62
@mattmurph24
@plantflowes
@minhkular
@lehimesa
@backstorymom1
@debilu2
@lechatnoire4
@rachel_mcrea
@horsecrazybean

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

Top Tweeters in G3:
@feministajones
@simpleweather4u
@strategicpolicy
@britonanddane
@twright55
@mcdonalds
@richfm39517086
@c_coolidge
@jjwills2
@fireflyraine

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

Top Tweeters in G5:
@sherrilee7
@rene_gadecowboy
@wellness4you13
@mms5048
@jcmarbury
@anoldlefty
@anchorsend1
@eddyrogerparker
@stacymichelleb
@merlingyr

Top Tweeters in G6:
@onahunttoday
@mbvukutaphiri
@huffpost
@kaijuking23
@new_narrative
@pollsstar
@carlyinnj
@madrynha2012
@teakinrj
@gmanewsbreaking

Top Tweeters in G7:
@real_infinity95
@katcapps
@kimvie
@jose_baha
@wbaltv11
@stevenmroberts
@burcham_don
@wsj
@bruce_arthur
@juliawb

Top Tweeters in G8:
@samhainnight
@marconavarrolor
@amazingchevvolt
@calvinswine905
@tigerbeat
@estarianne
@hesiod2k11
@dunaisiaka
@lawgirl318
@janeface15

Top Tweeters in G9:
@mrcoollooking75
@theyellonegro
@foxnews
@eyegloarts
@thetxembassy
@keepinguposted
@robirdie23
@black_cat46
@msruthedelarosa
@sherryjones

Top Tweeters in G10:
@stetayen
@lehigh389
@nuclear94
@evcoc54
@burritojustice
@ludy730
@markcojuangco
@plummer4
@akimcampbell
@jennygadget


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