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inflation Twitter NodeXL SNA Map and Report for Wednesday, 16 June 2021 at 20:16 UTC (experimental version)
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From:
docassar
Uploaded on:
June 17, 2021
Short Description:
inflation via NodeXL https://bit.ly/3q5ja9j
@deitaone
@cnbc
@peterschiff
@bitcoinmagazine
@investingcom
@pierrepoilievre
@wsj
@gerberkawasaki
@cnbcnow
@ctmock

Top hashtags:
#inflation
#fed
#bitcoin
#fomc
#gold
#powell
#breaking
#economy
#federalreserve
#btc

Description:
Description
The graph represents a network of 13,565 Twitter users whose recent tweets contained "inflation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 15,000 tweets. The network was obtained from Twitter on Wednesday, 16 June 2021 at 21:04 UTC.

The tweets in the network were tweeted over the 2-hour, 36-minute period from Wednesday, 16 June 2021 at 17:38 UTC to Wednesday, 16 June 2021 at 20:15 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 : 13565
Unique Edges : 15068
Edges With Duplicates : 3689
Total Edges : 18757
Number of Edge Types : 5
Retweet : 8719
MentionsInRetweet : 1348
Tweet : 4328
Mentions : 2121
Replies to : 2241
Self-Loops : 4393
Reciprocated Vertex Pair Ratio : 0.00960282707229008
Reciprocated Edge Ratio : 0.0190229797595495
Connected Components : 3172
Single-Vertex Connected Components : 1970
Maximum Vertices in a Connected Component : 7350
Maximum Edges in a Connected Component : 11958
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.355461
Graph Density : 7.14255977559471E-05
Modularity : 0.724319
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,565 Twitter users whose recent tweets contained "inflation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 15,000 tweets. The network was obtained from Twitter on Wednesday, 16 June 2021 at 21:04 UTC.

The tweets in the network were tweeted over the 2-hour, 36-minute period from Wednesday, 16 June 2021 at 17:38 UTC to Wednesday, 16 June 2021 at 20:15 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 : inflation
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[171] https://www.cnbc.com/id/106897981
[156] https://globalnews.ca/news/7954290/canada-inflation-may/
[115] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html
[91] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1623866527
[84] https://twitter.com/joshuajammes/status/1384896907642871813
[81] https://www.cbc.ca/news/business/inflation-may-canada-1.6067484
[78] https://www.washingtonpost.com/us-policy/2021/06/16/fed-powell-inflation-unemployment-june-meeting/
[60] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1623866581
[51] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?__source=sharebar|twitter&par=sharebar
[48] https://www.washingtonpost.com/us-policy/2021/06/16/fed-powell-inflation-unemployment-june-meeting/?itid=ap_rachelsiegel

Top URLs in Tweet in G1:
[52] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html
[29] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?__source=sharebar|twitter&par=sharebar
[26] https://www.nytimes.com/2021/06/16/business/economy/fed-meeting-inflation.html
[24] https://www.washingtonpost.com/us-policy/2021/06/16/fed-powell-inflation-unemployment-june-meeting/
[17] https://apple.news/A2lr4y5XQQ62H_p8tbBi2Lw
[14] https://www.wsj.com/articles/federal-reserve-meeting-interest-rates-bond-purchases-june-2021-11623777582
[13] https://www.cbc.ca/news/business/inflation-may-canada-1.6067484
[13] https://twitter.com/Rocioceja_/status/1404961128011026437
[12] http://www.msn.com/en-us/money/markets/fed-says-inflation-is-growing-faster-than-projected-just-3-months-ago-and-moves-up-expectations-for-rate-hike/ar-AAL78bf?ocid=st
[11] https://www.cnbc.com/2021/06/15/stock-market-futures-open-to-close-news.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G2:
[12] https://cointelegraph.com/news/diversification-into-bitcoin-a-prudent-move-says-bloomberg-strategist
[4] https://twitter.com/DeItaone/status/1405223942621630475
[4] http://www.msn.com/en-us/money/markets/fed-says-inflation-is-growing-faster-than-projected-just-3-months-ago-and-moves-up-expectations-for-rate-hike/ar-AAL78bf?ocid=st
[3] https://u.today/bitcoin-volatility-kicks-in-as-fed-sharply-raises-inflation-expectations
[3] https://www.foxbusiness.com/economy/federal-reserve-june-2021-policy-setting-meeting
[3] https://www.cnbc.com/2021/06/15/a-full-rundown-of-what-to-expect-from-the-federal-reserve-on-wednesday.html
[2] https://twitter.com/pivotanalytics/status/1405223756918890501
[2] https://twitter.com/misconfig_exe/status/1405206708721360896
[2] https://www.nytimes.com/2021/06/16/business/economy/fed-meeting-inflation.html
[2] https://themarketear.com/posts/cXLAJCPKLx

Top URLs in Tweet in G3:
[47] https://www.washingtonpost.com/us-policy/2021/06/16/fed-powell-inflation-unemployment-june-meeting/?itid=ap_rachelsiegel
[40] https://www.washingtonpost.com/us-policy/2021/06/16/fed-powell-inflation-unemployment-june-meeting/
[31] https://trib.al/QdHVH3A
[24] https://twitter.com/JosephPolitano/status/1405141104983486465
[10] https://www.nytimes.com/live/2021/06/16/business/economy-stock-market-news/fed-projects-rate-increases-starting-in-2023
[10] https://twitter.com/byHeatherLong/status/1405246771530502155
[10] https://twitter.com/TheStalwart/status/1405224158141759497
[7] https://www.federalreserve.gov/monetarypolicy/fomcprojtabl20210616.htm
[7] https://www.cnbc.com/id/106897981
[7] https://twitter.com/stevegreen39/status/1405227574909865984

Top URLs in Tweet in G4:
[73] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1623866527
[43] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1623866581
[23] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[20] https://www.cnbc.com/2021/06/15/stock-market-futures-open-to-close-news.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[18] https://twitter.com/i/events/1405227846549790721
[15] https://public.tableau.com/profile/prof.steve.h.hanke#!/vizhome/HankesInflationSatellite/HankesInflationSatellite
[14] http://trib.al/wfSgAIC
[12] https://www.cnbc.com/2021/06/15/stock-market-futures-open-to-close-news.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1623866968
[12] https://twitter.com/CNBCFastMoney/status/1404916326527811595
[11] https://www.cnbc.com/2021/06/16/what-the-heck-is-going-on-with-inflation-heres-what-you-need-to-know.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1623869707

Top URLs in Tweet in G5:
[6] https://schiffgold.com/interviews/peter-schiff-and-tucker-carlson-talk-about-skyrocketing-prices-and-the-inflation-tax/
[5] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html
[5] https://www.forbes.com/sites/sarahhansen/2021/06/15/heres-what-plunging-lumber-prices-tell-us-about-inflation/?sh=1fe42785aa3d
[4] https://twitter.com/texan40/status/1405107818013904900
[4] https://twitter.com/kuttrapali26/status/1405204692007669766
[3] http://kirillklip.blogspot.com/2021/02/elon-musk-and-bitcoin-have-found-each.html
[3] http://kirillklip.blogspot.com/2021/05/the-art-of-war-chinas-gold-and-bitcoin.html
[2] https://twitter.com/DavidBCollum/status/1400637140661420037
[2] https://twitter.com/WinfieldSmart/status/1400130078005202949
[2] https://twitter.com/TNR_Gold/status/1400368728785752064

Top URLs in Tweet in G6:
[7] https://twitter.com/ShortNon/status/1405239893035454467
[3] https://blockworks.co/fed-keeps-interest-rates-bond-buying-the-same-again/
[3] https://twitter.com/i/events/1405227846549790721
[3] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1623866581
[2] https://www.nytimes.com/2021/06/15/opinion/inflation-federal-reserve-powell-biden.html
[2] https://www.wsj.com/articles/federal-reserve-meeting-interest-rates-bond-purchases-june-2021-11623777582
[2] https://twitter.com/IwanRabbinstein/status/1405239761741230082
[2] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1623866527
[2] https://www.nytimes.com/2021/06/16/business/economy/fed-meeting-inflation.html
[1] https://ca.finance.yahoo.com/news/asia-stocks-dip-fed-meets-214543569.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr

Top URLs in Tweet in G7:
[153] https://globalnews.ca/news/7954290/canada-inflation-may/
[34] https://www.cbc.ca/news/business/inflation-may-canada-1.6067484
[22] https://twitter.com/andrew_leach/status/1405202126700040196
[4] https://twitter.com/cbccalgary/status/1405158236291059721
[2] http://www.msn.com/en-ca/money/topstories/canadas-inflation-rate-rises-to-highest-level-in-a-decade-at-36percent/ar-AAL6CD7?ocid=st
[2] https://www.bankofcanada.ca/rates/price-indexes/cpi/
[1] https://www-cbc-ca.cdn.ampproject.org/v/s/www.cbc.ca/amp/1.6067484?amp_js_v=a6&_gsa=1&usqp=mq331AQFKAGwASA%3D#aoh=16238678012284&csi=0&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s&share=https%3A%2F%2Fwww.cbc.ca%2Fnews%2Fbusiness%2Finflation-may-canada-1.6067484
[1] https://twitter.com/pierrepoilievre/status/1405155225846099975
[1] https://www.newsmax.com/us/inflation-spending-prices-economy/2021/06/16/id/1025340/
[1] https://projectmano.com/

Top URLs in Tweet in G8:
[3] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[2] https://www.investing.com/news/economy/fed-meeting-uk-inflation-crude-and-bidenputin-summit--whats-moving-markets-2533501?utm_source=social&utm_medium=social&utm_campaign=Twitter&utm_content=16062021_ImageFocusedConceptBidenPutinDemi
[2] https://www.investing.com/news/economy/what-investors-are-watching-from-the-fed-taper-talk-and-inflation-2532144
[2] https://www.fxstreet.com/news/gbp-usd-bears-jump-on-feds-switch-to-hawkish-on-inflation-risks-target-13980-202106161856?utm_source=tco&utm_medium=twitter&utm_campaign=fxstreetnews
[2] https://twitter.com/deitaone/status/1405176159441240068
[1] https://www.fxstreet.com/news/powell-speech-prepared-to-adjust-policy-if-inflation-expectation-moved-too-high-202106161837?utm_source=tco&utm_medium=twitter&utm_campaign=fxstreetnews
[1] https://www.fxstreet.com/news/powell-speech-fed-forecasts-for-inflation-in-2023-are-consistent-with-our-goals-202106161848?utm_source=tco&utm_medium=twitter&utm_campaign=fxstreetnews
[1] https://www.fxstreet.com/news/powell-speech-inflation-expectations-are-at-a-good-place-right-now-202106161853?utm_source=tco&utm_medium=twitter&utm_campaign=fxstreetnews
[1] https://www.fxstreet.com/news/powell-speech-not-dismissing-possibility-inflation-will-stay-high-for-longer-than-expected-202106161915?utm_source=tco&utm_medium=twitter&utm_campaign=fxstreetnews
[1] https://cryptonews.com/news/fed-says-inflation-largely-reflects-transitory-factors-10722.htm?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[151] https://www.cnbc.com/id/106897981
[29] https://www.cnbc.com/2021/06/15/stock-market-futures-open-to-close-news.html
[12] https://twitter.com/samandr41291423/status/1405208492135305218
[4] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html
[4] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1623866581
[3] https://trib.al/QdHVH3A
[3] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_term=Autofeed&utm_medium=Social&utm_content=Intl&utm_source=Twitter#Echobox=1623866682
[3] https://www.cnbc.com/2021/06/15/stock-market-futures-open-to-close-news.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1623866968
[3] https://www.cnbc.com/2021/06/16/fed-holds-rates-steady-but-raises-inflation-expectations-sharply-and-makes-no-mention-of-taper.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1623866527
[3] https://twitter.com/zerohedge/status/1405223678942535686

Top Domains
Top Domains in Tweet in Entire Graph:
[1068] twitter.com
[776] cnbc.com
[244] trib.al
[156] globalnews.ca
[150] washingtonpost.com
[140] nytimes.com
[123] youtube.com
[92] cbc.ca
[76] wsj.com
[66] forbes.com

Top Domains in Tweet in G1:
[275] twitter.com
[144] cnbc.com
[49] nytimes.com
[31] washingtonpost.com
[30] apple.news
[22] marketwatch.com
[20] wsj.com
[17] cbc.ca
[16] cnn.com
[16] msn.com

Top Domains in Tweet in G2:
[21] twitter.com
[18] quantdata.us
[14] cnbc.com
[12] cointelegraph.com
[6] fxstreet.com
[4] msn.com
[3] u.today
[3] foxbusiness.com
[2] nytimes.com
[2] themarketear.com

Top Domains in Tweet in G3:
[91] washingtonpost.com
[89] twitter.com
[34] trib.al
[21] wsj.com
[21] cnbc.com
[12] federalreserve.gov
[11] nytimes.com
[11] bloomberg.com
[3] reuters.com
[2] barrons.com

Top Domains in Tweet in G4:
[214] cnbc.com
[62] twitter.com
[40] trib.al
[29] marketwatch.com
[15] tableau.com
[13] apnews.com
[11] washingtonpost.com
[10] hedgeye.com
[10] youtube.com
[9] wsj.com

Top Domains in Tweet in G5:
[24] twitter.com
[11] cnbc.com
[6] schiffgold.com
[6] blogspot.com
[5] forbes.com
[1] youtube.com
[1] reuters.com
[1] nationalreview.com
[1] investors.com
[1] apple.news

Top Domains in Tweet in G6:
[21] twitter.com
[7] cnbc.com
[4] nytimes.com
[3] blockworks.co
[2] yahoo.com
[2] wsj.com
[1] youtube.com
[1] patreon.com

Top Domains in Tweet in G7:
[153] globalnews.ca
[34] cbc.ca
[27] twitter.com
[2] msn.com
[2] creacafe.ca
[2] bankofcanada.ca
[1] ampproject.org
[1] newsmax.com
[1] projectmano.com

Top Domains in Tweet in G8:
[6] fxstreet.com
[6] cnbc.com
[5] twitter.com
[4] investing.com
[2] trib.al
[1] cryptonews.com
[1] wsj.com
[1] youtube.com

Top Domains in Tweet in G9:
[197] cnbc.com
[20] twitter.com
[5] trib.al
[2] tradetrustgroup.com
[2] bloomberg.com
[1] econlib.org
[1] youtube.com
[1] federalreserve.gov
[1] apnews.com
[1] wsj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1245] inflation
[684] fed
[536] bitcoin
[223] fomc
[184] gold
[154] powell
[106] breaking
[93] economy
[93] federalreserve
[92] btc



Top Hashtags in Tweet in G1:
[226] inflation
[111] fed
[76] bitcoin
[62] fomc
[37] powell
[30] gold
[24] btc
[21] news
[21] economy
[21] federalreserve

Top Hashtags in Tweet in G2:
[43] inflation
[18] fed
[16] bitcoin
[14] gold
[11] silver
[10] powell
[6] transitory
[5] silversqueeze
[3] btc
[3] metl

Top Hashtags in Tweet in G3:
[109] inflation
[57] fed
[22] fomc
[13] powell
[12] markets
[7] economy
[6] ecb
[6] federalreserve
[6] fedday
[5] dow

Top Hashtags in Tweet in G4:
[157] inflation
[74] fed
[31] powell
[24] economy
[23] bitcoin
[21] markets
[15] inflationsatellite
[13] fomc
[12] breaking
[10] gold

Top Hashtags in Tweet in G5:
[341] inflation
[246] fed
[91] gold
[27] bitcoin
[22] powell
[18] hyperinflation
[16] cpi
[16] fedmeeting
[10] fomc
[9] vechain

Top Hashtags in Tweet in G6:
[245] bitcoin
[29] btc
[19] inflation
[10] federalreserve
[3] fed
[2] worthreading
[2] eth
[2] crypto
[2] defi
[2] nft

Top Hashtags in Tweet in G7:
[56] inflationtax
[45] restoresoundmoney
[8] polqc
[8] polcan
[3] inflation
[2] pwd
[2] fed
[1] qp
[1] btc
[1] bitcoin

Top Hashtags in Tweet in G8:
[11] fed
[6] bitcoin
[4] centralbanks
[3] inflation
[3] sondakika
[2] biden
[2] putin
[2] us
[2] russian
[1] gbpusd

Top Hashtags in Tweet in G9:
[44] breaking
[15] fed
[13] stocks
[12] inflation
[4] markets
[3] wallstreet
[3] nyc
[3] nasdaq
[3] powell
[3] stockmarket

Top Words
Top Words in Tweet in Entire Graph:
[15501] inflation
[4507] fed
[2992] powell
[2328] higher
[2327] more
[2317] 2
[2072] up
[1982] rate
[1927] rates
[1900] 3

Top Words in Tweet in G1:
[2070] inflation
[652] fed
[354] rates
[326] rate
[291] up
[265] 2023
[239] expectations
[238] more
[228] 2
[227] #inflation

Top Words in Tweet in G2:
[1308] inflation
[740] powell
[418] higher
[358] more
[356] 4
[355] fed
[317] 2
[301] expect
[279] persistent
[260] out

Top Words in Tweet in G3:
[1284] inflation
[543] fed
[433] powell
[316] 3
[306] rate
[285] more
[285] year
[281] 2
[265] hikes
[255] 4

Top Words in Tweet in G4:
[761] inflation
[421] fed
[239] rates
[161] expectations
[160] up
[160] powell
[157] #inflation
[139] rate
[128] interest
[122] raises

Top Words in Tweet in G5:
[837] inflation
[338] fed
[326] #inflation
[245] #fed
[227] prices
[212] powell
[199] 2
[186] rate
[175] transitory
[173] control

Top Words in Tweet in G6:
[509] inflation
[269] higher
[268] powell
[264] more
[263] persistent
[261] out
[257] turn
[245] #bitcoin
[235] expected
[203] jerome

Top Words in Tweet in G7:
[384] inflation
[274] pay
[227] money
[185] tax
[167] year
[161] trudeau
[147] taxes
[144] s
[142] bankofcanada
[141] printed

Top Words in Tweet in G8:
[418] inflation
[274] powell
[209] 4
[188] fed
[167] higher
[121] expect
[120] more
[112] 3
[110] 2
[108] out

Top Words in Tweet in G9:
[310] inflation
[201] rates
[192] fed
[183] interest
[156] breaking
[139] 2023
[120] federal
[117] reserve
[95] unchanged
[93] sharply

Top Words in Tweet in G10:
[475] ben
[460] 50m
[460] 100m
[252] inflation
[246] english
[245] white
[230] chilwell
[230] declan
[230] rice
[230] james

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1003] more,persistent
[979] higher,more
[938] turn,out
[933] out,higher
[925] powell,inflation
[920] federal,reserve
[911] interest,rates
[895] inflation,expectations
[850] 3,4
[840] inflation,turn

Top Word Pairs in Tweet in G1:
[185] federal,reserve
[161] inflation,expectations
[110] interest,rates
[99] rate,hikes
[98] raises,inflation
[90] rates,steady
[88] holds,rates
[87] expectations,sharply
[86] 3,4
[85] fed,holds

Top Word Pairs in Tweet in G2:
[391] powell,inflation
[277] higher,more
[277] more,persistent
[250] persistent,expect
[242] turn,out
[242] out,higher
[236] inflation,turn
[181] 3,4
[174] fed's,powell
[173] 2,4

Top Word Pairs in Tweet in G3:
[190] inflation,year
[176] rate,hikes
[133] more,persistent
[131] chair,powell
[130] higher,more
[128] fed,chair
[126] turn,out
[126] out,higher
[120] 3,4
[101] hikes,2023

Top Word Pairs in Tweet in G4:
[138] inflation,expectations
[113] raises,inflation
[107] interest,rates
[106] expectations,sharply
[88] rates,steady
[88] steady,raises
[87] holds,rates
[82] fed,holds
[69] rates,unchanged
[65] sharply,makes

Top Word Pairs in Tweet in G5:
[118] rate,hikes
[95] inflation,running
[86] out,control
[83] under,control
[82] #fed,continues
[82] continues,pretending
[82] pretending,#inflation
[82] #inflation,under
[82] control,sharp
[82] sharp,price

Top Word Pairs in Tweet in G6:
[257] turn,out
[257] out,higher
[257] higher,more
[257] more,persistent
[256] inflation,turn
[231] persistent,expected
[203] jerome,powell
[197] federal,reserve
[194] powell,chair
[194] chair,federal

Top Word Pairs in Tweet in G7:
[152] inflation,tax
[139] printed,money
[138] through,inflation
[137] trudeau,spent
[137] spent,hundreds
[137] hundreds,billions
[137] billions,dollars
[137] dollars,lockdown
[137] lockdown,programs
[137] programs,instead

Top Word Pairs in Tweet in G8:
[143] powell,inflation
[109] 3,4
[106] inflation,turn
[106] turn,out
[106] out,higher
[106] higher,more
[106] more,persistent
[101] persistent,expect
[99] 2,4
[84] fed,projects

Top Word Pairs in Tweet in G9:
[164] interest,rates
[117] federal,reserve
[91] rates,unchanged
[87] breaking,federal
[87] reserve,keeps
[87] keeps,interest
[84] inflation,year
[72] raise,interest
[68] time,frame
[67] breaking,fed

Top Word Pairs in Tweet in G10:
[246] english,inflation
[245] ben,white
[230] white,50m
[230] 50m,ben
[230] ben,chilwell
[230] chilwell,50m
[230] 50m,declan
[230] declan,rice
[230] rice,100m
[230] 100m,james

Top Replied-To
Top Replied-To in Entire Graph:
@peterschiff
@erinotoole
@michaeljburry
@zerohedge
@thestalwart
@deitaone
@pierrepoilievre
@northmantrader
@lawrencelepard
@newsmax

Top Replied-To in G2:
@deitaone
@marketrebels
@unusual_whales
@greekfire23
@kidsuncensored
@bashycrypto
@orangepillpod
@johnjhardy
@theimmigrant84
@ghaaoy12

Top Replied-To in G3:
@thestalwart
@marketinterest
@r_perli
@jasonfurman
@claudia_sahm
@davidbeckworth
@markets
@vtg2
@saraeisen
@ljkawa

Top Replied-To in G4:
@federalreserve
@cnbc
@steve_hanke
@hedgeye
@islandjake5
@salsatekila
@bobpisani
@potus
@elerianm
@guyadami

Top Replied-To in G5:
@peterschiff
@lawrencelepard
@globalprotrader
@goldtelegraph_
@goldseek
@_george_carlin
@sporkie16
@dimartinobooth
@qtrresearch
@tozgokmen

Top Replied-To in G6:
@fossgregfoss
@drjackkruse
@bitcoinmagazine
@ryansadams
@janwues
@maxipleb
@texanhodl
@benthecarman
@lawrencelepard
@jasonfurman

Top Replied-To in G7:
@pierrepoilievre
@andrew_leach
@mjosling53
@maximebernier
@journo_dale
@catelli2oh
@phil_4_freedom_
@norbertnipkin
@american_tatty
@stevenjohnson06

Top Replied-To in G8:
@investingcom
@crypto_bobby
@moneymakerbr
@chigrl
@3stripezzz
@stocktalkweekly
@peterschiff
@spacbobby
@jordanfarialima
@coronavirus200

Top Replied-To in G9:
@ryanforsmyrna
@jczabovsky
@optionshawk
@gordonjohnson19
@financialmania
@yatinmota
@kurrone18
@cnbcnow
@stealthqe4
@john_2215

Top Replied-To in G10:
@utdtrey
@geoffiejeff

Top Mentioned
Top Mentioned in Entire Graph:
@bankofcanada
@cnbc
@federalreserve
@rachsieg
@gbnews
@rishisunak
@youtube
@theothersarahh
@narendramodi
@jwmason1

Top Mentioned in G1:
@risingpatriot
@egalias_in

Top Mentioned in G2:
@deitaone
@maxkeiser
@capeconus
@stonktrump
@stacyherbert
@unusual_whales
@firstsquawk
@themarketear
@johnjhardy
@darkdoomdoom1

Top Mentioned in G3:
@rachsieg
@claudia_sahm
@jstein_wapo
@tomjackspencer
@thestalwart
@wsj
@renmacllc
@modestproposal1
@jeannasmialek
@cnbc

Top Mentioned in G4:
@cnbc
@federalreserve
@keithmccullough
@potus
@ap
@steve_hanke
@guyadami
@cnbcfastmoney
@courtreagan
@ylanmui

Top Mentioned in G5:
@peterschiff
@ptj_official
@ddrobiazko
@lvieweconomics
@stockcats
@kuttrapali26
@lawrencelepard
@tozgokmen
@goldtelegraph_
@schiffgold

Top Mentioned in G6:
@caseywagnerr
@yahoo
@bloqport
@fossgregfoss
@udiwertheimer
@ryansadams
@olidmgillicutty
@janwues
@drjackkruse
@pierrepoilievre

Top Mentioned in G7:
@bankofcanada
@banqueducanada
@pierrepoilievre
@nntaleb
@andrew_leach
@mjosling53
@jeffbooth
@potus
@statcan_fra
@afxcsack

Top Mentioned in G8:
@eren_fxstreet
@investingcom
@ross_burland
@cardano
@mustafa0h

Top Mentioned in G9:
@ryanforsmyrna
@cathiedwood
@gamichman
@michaelburry
@cnbc_awaaz
@neerajcnbc
@shail_bhatnagar
@cnbcnow
@cnbc

Top Mentioned in G10:
@utdtrey

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@cryptotraderpro
@robinsnewswire
@marciojmsilva
@marcodacostafx
@chris_1791
@s9tmt
@souljahsingh
@mlnangalama
@freiewelteu

Top Tweeters in G1:
@tomthunkitsmind
@robinsnewswire
@marciojmsilva
@freiewelteu
@jacekwierzbicki
@poandpo
@bitcoinagile
@jondknight
@blackcentaurfx
@jenkers_en

Top Tweeters in G2:
@ungubunugu1274
@fxbooklttg
@keinishikawa3
@clarinetwoman2
@rell_lauren
@admomof3
@dailyfxteam
@robertojirusta
@emctsprime
@wstrohmacher

Top Tweeters in G3:
@kimvie
@_silversmith
@enrico056
@guardian
@houstonfan00
@sba1211
@finanzlinksus
@rhcm123
@tatzanx
@bostonglobe

Top Tweeters in G4:
@marcodacostafx
@kat4obama
@jmhamiltonblog
@arriadna
@cbinflux
@economictimes
@mel_storni
@cnbc
@benignopf
@samyagdrsti

Top Tweeters in G5:
@billm9
@zaizhongaiyanan
@kirillklip
@bothrapawan53
@srisriyash1
@whittypics
@drabdavilab
@nova153
@no_pullbacks
@joshblackstpete

Top Tweeters in G6:
@musthavecrypto
@darwiniano
@frankie1654
@adam_moody4
@spacefly33
@mikeammo
@snitskeptic
@tcrpartybot
@yahoo
@aperfect_system

Top Tweeters in G7:
@maegan_laporte
@lucmatte9
@john_zealand
@kathy19090674
@fastrunner2b
@billtufts
@rgame2
@annmcc123
@johnny2211_jd
@jacknationalist

Top Tweeters in G8:
@loupo85
@cubebabyk
@digit96
@fxstreetnews
@bkk001
@mrboro615
@dunya20101
@rudyhavenstein
@moniromboli
@mcm_ct

Top Tweeters in G9:
@dondekojo
@new_narrative
@billieo2
@tinamorphis
@honnenogod
@raisinaseries
@lellingw
@stunnedvoter
@12news
@mannumellow

Top Tweeters in G10:
@_ikenna_
@__abdulmaleek
@vickymonn
@oluwatobiano
@otikenne
@hakeem_jnr
@eddiest_ke
@muttinda
@tobby_stark
@john_binho