#StockMarket, Twitter, 12/6/2018 5:24:52 PM, 177630


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#StockMarket_2018-12-06_09-12-29.xlsx
#StockMarket_2018-12-06_09-12-29.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 06, 2018
Short Description:
#StockMarket via NodeXL http://bit.ly/2RG8KuQ
@bigmoneymike6
@realdonaldtrump
@zoey_2016
@aidusofficial
@thehill
@sonofalgos
@bizlifephl
@cnbc
@annpeace05
@heiressusa

Top hashtags:
#stockmarket
#pennystocks
#stocks
#investing
#trading
#blockchain

Description:
Description
The graph represents a network of 977 Twitter users whose recent tweets contained "#StockMarket", 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, 06 December 2018 at 17:15 UTC.

The tweets in the network were tweeted over the 6-hour, 31-minute period from Thursday, 06 December 2018 at 10:41 UTC to Thursday, 06 December 2018 at 17:12 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 : 977
Unique Edges : 927
Edges With Duplicates : 350
Total Edges : 1277
Self-Loops : 485
Reciprocated Vertex Pair Ratio : 0.00554016620498615
Reciprocated Edge Ratio : 0.0110192837465565
Connected Components : 336
Single-Vertex Connected Components : 231
Maximum Vertices in a Connected Component : 204
Maximum Edges in a Connected Component : 203
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.393924
Graph Density : 0.000761363827038274
Modularity : 0.632924
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[56] https://www.facebook.com/events/1196949623803485/
[18] https://www.shortdata.co.uk
[6] https://twitter.com/GrrrGraphics/status/1070703307126005760
[6] https://www.youtube.com/watch?v=3bZMk8LWiDQ&fmt=22

[6] http://www.financialmirror.com/news-details.php?nid=36235
[5] http://42stocks.com
[5] http://www.shtfplan.com/headline-news/market-sell-off-will-continue-dow-set-to-fall-over-400-as-market-correction-underway_12062018
[4] https://www.binance.com/en?ref=11292701
[4] https://www.binance.com/?ref=11292701
[4] https://antivestor.com

Top URLs in Tweet in G1:
[18] https://www.shortdata.co.uk
[5] http://42stocks.com
[4] https://www.binance.com/?ref=11292701
[4] https://www.binance.com/en?ref=11292701
[3] https://ledgergazette.com
[2] http://speedearning.com/
[2] https://www.reuters.com/article/us-usa-stocks-oil-analysis/oils-sharp-price-drop-fuels-questions-for-stock-market-idUSKBN1O50D0
[2] https://www.youtube.com/watch?v=B5PMDBRczuY&feature=youtu.be

[2] https://www.business-standard.com/article/markets/power-grid-tata-communications-and-sagar-cements-among-top-stocks-to-watch-118120600112_1.html
[2] https://twitter.com/taswing_1/status/1070537023369371648

Top URLs in Tweet in G3:
[2] https://lnkd.in/dmrnaN4
[1] https://twitter.com/jennablan/status/1070724633488490496
[1] https://news.sky.com/story/shares-plunge-over-huawei-arrest-trade-war-concerns-11572870
[1] http://www.ascendtrading.net/plans
[1] http://www.msnbc.com/rachel-maddow-show/donald-trumps-stock-market-boasts-run-rude-reality
[1] https://www.msn.com/en-us/money/companies/top-huawei-executive-arrested-clouding-china-trade-truce/ar-BBQy2MM
[1] https://news.yahoo.com/huawei-cfo-arrested-canada-canadas-justice-dept-001857633--finance.html
[1] https://twitter.com/edkrassen/status/1070697123581186048
[1] https://twitter.com/ap/status/1070687407182372865
[1] https://www.nytimes.com/2018/12/05/business/huawei-cfo-arrest-canada-extradition.html

Top URLs in Tweet in G4:
[56] https://www.facebook.com/events/1196949623803485/
[3] https://link.medium.com/P8iq29JBlS
[3] https://cryptocoinjunky.com/the-future-of-crypto-regulation/
[2] https://link.medium.com/ctYXF5IpoS

Top URLs in Tweet in G5:
[1] https://twitter.com/EdKrassen/status/1070697123581186048
[1] https://twitter.com/cbouzy/status/1070683689443622912

Top URLs in Tweet in G7:
[6] http://www.financialmirror.com/news-details.php?nid=36235
[3] https://www.irishtimes.com/business/financial-services/financial-advisory-founded-by-irishman-gears-up-for-nasdaq-listing-1.3720070?mode=amp
[2] https://woodbrookgroup.com/press-media/press-releases/
[1] https://www.businesspost.ie/business/woodbrook-group-prepares-nasdaq-listing-432079?auth=login

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=wrUkmeGDq64&feature=youtu.be

[1] https://www.rosenthalcapital.com/the-armr-report-is-your-defense-against-the-algorithm-machines/
[1] http://www.blogtalkradio.com/rosenthalcapitalmgmt/2018/12/06/armr-report--investing-in-the-millennial-stock-market-anatomy-of-a-collapse
[1] https://www.youtube.com/watch?v=xPZ6eaL3S2E

[1] https://www.youtube.com/watch?v=j7lNoBDbLTg


Top URLs in Tweet in G9:
[5] https://www.youtube.com/watch?v=3bZMk8LWiDQ&fmt=22

[4] http://www.coincaps.ai/en
[2] https://www.crushthestreet.com/articles/chinese-officials-are-committing-suicide-in-record-numbers
[2] https://www.youtube.com/watch?v=dQoWsDPyZgk&fmt=22

[1] https://www.youtube.com/watch?v=rkosjyOXXo4&fmt=22

[1] https://www.reuters.com/article/us-usa-funds-facebook/fed-up-with-facebook-u-s-fund-managers-look-for-alternatives-idUSKBN1O519Y?feedType=RSS&feedName=businessNews&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+reuters%2FbusinessNews+%28Business+News%29
[1] https://www.reuters.com/article/us-time-warner-m-a-at-t/u-s-appeals-court-to-hear-arguments-to-stop-att-purchase-of-time-warner-idUSKBN1O5148?feedType=RSS&feedName=businessNews&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+reuters%2FbusinessNews+%28Business+News%29
[1] https://www.reuters.com/article/us-deutsche-bank-moneylaundering/deutsche-bank-not-raising-provisions-tied-to-danske-panama-source-idUSKBN1O51P7?feedType=RSS&feedName=businessNews&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+reuters%2FbusinessNews+%28Business+News%29
[1] https://vaultmex.com
[1] http://www.coincaps.ai/en/crypto-news/26272/esports-platform-increases-adoption-mobilego-mgo-tokens

Top Domains
Top Domains in Tweet in Entire Graph:
[56] facebook.com
[37] twitter.com
[22] youtube.com
[21] co.uk
[20] coincaps.ai
[14] investorideas.com
[12] stockhouse.com
[11] networknewswire.com
[8] binance.com
[7] lnkd.in

Top Domains in Tweet in G1:
[19] twitter.com
[19] co.uk
[11] networknewswire.com
[8] binance.com
[7] youtube.com
[6] stockhouse.com
[5] lnkd.in
[5] 42stocks.com
[4] instagram.com
[3] socialware.com

Top Domains in Tweet in G3:
[3] twitter.com
[2] lnkd.in
[1] sky.com
[1] ascendtrading.net
[1] msnbc.com
[1] msn.com
[1] yahoo.com
[1] nytimes.com

Top Domains in Tweet in G4:
[56] facebook.com
[5] medium.com
[3] cryptocoinjunky.com

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G7:
[6] financialmirror.com
[3] irishtimes.com
[2] woodbrookgroup.com
[1] businesspost.ie

Top Domains in Tweet in G8:
[4] youtube.com
[1] rosenthalcapital.com
[1] blogtalkradio.com

Top Domains in Tweet in G9:
[20] coincaps.ai
[8] youtube.com
[3] reuters.com
[2] crushthestreet.com
[1] vaultmex.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[726] stockmarket
[226] pennystocks
[185] stocks
[130] investing
[128] trading
[92] blockchain
[79] blockchaintechnology
[60] business
[51] wallstreet
[50] finance



Top Hashtags in Tweet in G1:
[326] stockmarket
[105] stocks
[73] investing
[73] trading
[45] business
[30] markets
[27] investment
[27] daytrading
[26] finance
[26] news

Top Hashtags in Tweet in G2:
[200] pennystocks
[1] stockmarket
[1] investing

Top Hashtags in Tweet in G3:
[80] stockmarket
[9] china
[4] maga
[4] huawei
[3] ftse100
[3] qanon
[3] tariffs
[3] telecoms
[3] equipment
[2] trump

Top Hashtags in Tweet in G4:
[78] blockchain
[78] blockchaintechnology
[22] aidus
[22] aidusofficial
[19] blockchainnews
[17] digitalcurrency
[17] crypto
[7] cryptocurrency
[7] ethereum
[7] ethreumclassic

Top Hashtags in Tweet in G5:
[8] stockmarket
[2] maga
[1] tarrifman
[1] trumpslump
[1] jimjordan
[1] 401k
[1] goppartyofthieves
[1] redwave
[1] wallstreet
[1] usa

Top Hashtags in Tweet in G6:
[23] stockmarket
[23] wallstreet
[9] markets
[9] ipo
[2] dow
[1] investing
[1] fundamentals
[1] theeconomist
[1] china
[1] tarrifman

Top Hashtags in Tweet in G7:
[11] stockmarket
[11] pennystocks
[11] trading
[11] stockstowatch

Top Hashtags in Tweet in G8:
[7] stockmarket
[6] trading
[6] stocks
[5] investors
[5] investing
[5] finance
[5] financialfreedom
[5] investment
[5] investments
[5] retirement

Top Hashtags in Tweet in G9:
[31] stockmarket
[23] bitcoin
[14] ethereum
[11] cryptocurrencies
[9] stocks
[9] investing
[8] finance
[8] trading
[7] cryptocurrency
[7] crypto

Top Hashtags in Tweet in G10:
[8] dowjones
[8] stockmarket

Top Words
Top Words in Tweet in Entire Graph:
[477] Words in Sentiment List#1: Positive
[451] Words in Sentiment List#2: Negative
[47] Words in Sentiment List#3: Angry/Violent
[24054] Non-categorized Words
[24982] Total Words
[726] stockmarket
[248] investment
[226] pennystocks
[221] 5
[220] year

Top Words in Tweet in G1:
[326] stockmarket
[120] stocks
[84] trading
[79] investing
[51] market
[46] business
[38] markets
[37] stock
[35] short
[35] 0

Top Words in Tweet in G2:
[202] 000
[201] 10
[200] mutha
[200] effin
[200] pennystocks
[200] last
[200] year
[200] alerted
[200] intv
[200] ran

Top Words in Tweet in G3:
[80] stockmarket
[70] realdonaldtrump
[42] now
[42] market
[39] even
[39] kill
[38] below
[38] closed
[38] end
[38] 2017

Top Words in Tweet in G4:
[133] blockchain
[94] aidusofficial
[83] aidus
[78] blockchaintechnology
[57] airdrop
[56] join
[56] first
[56] participants
[30] crypto
[19] blockchainnews

Top Words in Tweet in G5:
[8] stockmarket
[6] hello
[4] trump
[4] gop
[3] chinese
[2] song
[2] ground
[2] control
[2] help
[2] fallen

Top Words in Tweet in G6:
[30] marketinggurus2
[25] market
[23] stockmarket
[23] wallstreet
[22] dow
[22] more
[20] markets
[18] points
[13] jim
[13] cramer

Top Words in Tweet in G7:
[50] nhpi
[39] stock_tidbits
[33] make
[27] financial
[26] alert
[24] woodbrook
[20] goal
[20] one
[20] top
[20] five

Top Words in Tweet in G8:
[7] stockmarket
[6] trading
[6] stocks
[5] investors
[5] investing
[5] finance
[5] financialfreedom
[5] investment
[5] investments
[5] retirement

Top Words in Tweet in G9:
[31] stockmarket
[28] bitcoin
[14] ethereum
[14] btc
[12] crypto
[12] ltc
[11] cryptocurrencies
[10] eth
[9] stocks
[9] investing

Top Words in Tweet in G10:
[8] dowjones
[8] stockmarket
[7] jannaferg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[200] mutha,effin
[200] effin,pennystocks
[200] pennystocks,last
[200] last,year
[200] year,alerted
[200] alerted,intv
[200] intv,10
[200] 10,ran
[200] ran,7
[200] 7,00

Top Word Pairs in Tweet in G1:
[34] stocks,stockmarket
[27] stockmarket,stocks
[21] stock,market
[20] traders,options
[20] stockoptions,stockalert
[19] stocks,shares
[18] short,position
[18] lse,stockmarket
[18] shares,business
[18] business,markets

Top Word Pairs in Tweet in G2:
[200] mutha,effin
[200] effin,pennystocks
[200] pennystocks,last
[200] last,year
[200] year,alerted
[200] alerted,intv
[200] intv,10
[200] 10,ran
[200] ran,7
[200] 7,00

Top Word Pairs in Tweet in G3:
[39] stockmarket,now
[38] now,below
[38] below,closed
[38] closed,end
[38] end,2017
[38] 2017,realdonaldtrump
[38] realdonaldtrump,even
[38] even,managed
[38] managed,kill
[38] kill,bull

Top Word Pairs in Tweet in G4:
[78] blockchain,blockchaintechnology
[56] join,first
[56] first,participants
[56] participants,aidus
[56] aidus,airdrop
[56] airdrop,blockchain
[55] aidusofficial,join
[55] blockchaintechnology,blockchain
[22] aidus,aidusofficial
[22] aidusofficial,blockchain

Top Word Pairs in Tweet in G5:
[4] hello,hello
[2] stockmarket,song
[2] song,ground
[2] ground,control
[2] control,trump
[2] trump,help
[2] help,fallen
[2] fallen,up
[2] up,hello
[2] hello,anybody

Top Word Pairs in Tweet in G6:
[22] stockmarket,wallstreet
[13] jim,cramer
[13] cramer,jobs
[13] jobs,number
[13] number,better
[13] better,perfect
[13] perfect,more
[13] more,pressure
[13] pressure,market
[13] market,stockmarket

Top Word Pairs in Tweet in G7:
[39] stock_tidbits,nhpi
[26] nhpi,alert
[20] goal,make
[20] make,woodbrook
[20] woodbrook,one
[20] one,top
[20] top,five
[20] five,financial
[15] alert,massive
[15] massive,share

Top Word Pairs in Tweet in G8:
[5] finance,financialfreedom
[5] financialfreedom,investment
[5] investment,investments
[5] investments,stocks
[4] retirement,retirementplanning
[3] trading,stockmarket
[3] stockmarket,finance
[3] stocks,technology
[3] millennials,retirement
[3] investors,trading

Top Word Pairs in Tweet in G9:
[8] spy,stockmarket
[7] djia,dia
[7] btc,eth
[7] eth,spy
[7] stockmarket,commodities
[7] commodities,investing
[7] investing,finance
[7] finance,stocks
[6] 1,500
[6] qqq,djia

Top Word Pairs in Tweet in G10:
[8] dowjones,stockmarket
[7] jannaferg,dowjones

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bigmoneymike6
@aidusofficial
@realdonaldtrump
@stock_tidbits
@andyostroy
@marketinggurus2
@eaglebrookcap
@investorideas
@jannaferg
@jaofnne

Top Mentioned in G1:
@eaglebrookcap
@sginvestors
@jaivalsoni
@ahmedjr_16
@svklvo
@thecompleteman4
@vistapresearch
@psychictwins
@authorbtwomey
@entheosshines

Top Mentioned in G2:
@bigmoneymike6
@jimcramer

Top Mentioned in G3:
@realdonaldtrump
@andyostroy
@potus
@susanlitv
@moonshynerdylan
@jracforr
@darrenoatway
@johnnycurly
@ascend_trading
@justintrudeau

Top Mentioned in G4:
@aidusofficial
@luckycoins_io

Top Mentioned in G5:
@gop
@realdonaldtrump
@tuckercarlson
@cnbc
@gopsenmajority
@vp
@lindseygrahamsc
@chuckgrassley
@seanhannity
@loudobbs

Top Mentioned in G6:
@marketinggurus2

Top Mentioned in G7:
@stock_tidbits

Top Mentioned in G8:
@youtube
@nitinbhatia121
@abhishekkar_
@youtubeindia
@ffsfsafsf_sfsfs
@ra
@ranajayb
@itjegan
@prsundar64
@indian_stockss

Top Mentioned in G9:
@coincapsai
@davidmoadel
@crushthestreet
@myquikfo

Top Mentioned in G10:
@jannaferg

Top Tweeters
Top Tweeters in Entire Graph:
@nosqldigest
@cnbctv18live
@businessinsider
@thehill
@chidambara09
@business
@etnowlive
@nytimes
@sufiy
@eenadulivenews

Top Tweeters in G1:
@eenadulivenews
@oneindiakannada
@carreramae
@entheosshines
@angnaomi
@brendaslunch
@thecompleteman4
@boardcentral
@jagbanionline
@edrormba

Top Tweeters in G2:
@bigmoneymike6
@taberjennine
@nancee_withrow
@y84sbmrm21nsjqq
@candy50795353
@xqwfaciklsede5o
@leannaparisott2
@loriemitchell62
@stanyer_alanna
@johannelandaal1

Top Tweeters in G3:
@trumpwatchnews
@brainboomr22
@2freelancer
@stlajn1
@hope_sherman
@debdlun
@irene905
@wsjecon
@lindaplewis
@fyre__storm

Top Tweeters in G4:
@italiastartup_
@findingreview
@luckycoins_io
@lehacrypto
@rosalit96403520
@anechka_bounty
@makhaon_2
@magazin_zin
@mr_aizer
@dyomaor11

Top Tweeters in G5:
@thehill
@bbcworld
@msnbc
@foxandfriends
@cgtnofficial
@beffernieblack
@rgschinwattle
@seanhannity
@gop
@gfish818

Top Tweeters in G6:
@jeannick_odier
@marketinggurus2
@lilly20122
@jake_jude0221
@jamesamazing001
@robertagyyn
@killah_hawk
@kdelecia
@mycitygamsa
@janjedyny

Top Tweeters in G7:
@kenr0966
@jcazz17
@hpar32
@jam061200
@warrior16win
@osu78onfire
@stock_tidbits
@byronja06216116
@daddyricx
@ball8281

Top Tweeters in G8:
@ap_pune
@ra
@youtube
@bretrosenthal
@youtubeindia
@itjegan
@ranajayb
@prsundar64
@abhishekkar_
@nitinbhatia121

Top Tweeters in G9:
@nosqldigest
@chidambara09
@coincapsai
@davidmoadel
@iot_technojeder
@brainroaring
@futuremoneytren
@crushthestreet
@myquikfo
@researchwealth

Top Tweeters in G10:
@jjdebut
@angry_husky
@suzanneducharme
@alisechaffins
@badabeam
@mother_tucker92
@bissuettgj
@jannaferg