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QuantumScape_2021-06-21_11-53-22.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
June 21, 2021
Short Description:
QuantumScape via NodeXL https://bit.ly/3gGCG93
@wsj
@batterysolid
@spac_zilla
@tornikelaghidze
@tjspac
@kevinhinners
@quantumscapeco
@hjesanderson
@solidpowerinc
@stephenwilmot

Top hashtags:
#全固体電池
#ev
#電気自動車
#ハードオンザストリート
#wsjwhatsnow
#trading
#stockmarket
#stocks

Description:
Description
The graph represents a network of 303 Twitter users whose recent tweets contained "QuantumScape", 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 Monday, 21 June 2021 at 18:55 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 3-minute period from Sunday, 13 June 2021 at 15:07 UTC to Monday, 21 June 2021 at 18:10 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 : 303
Unique Edges : 332
Edges With Duplicates : 85
Total Edges : 417
Number of Edge Types : 5
Replies to : 24
Tweet : 147
Mentions : 42
Retweet : 162
MentionsInRetweet : 42
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.00393700787401575
Reciprocated Edge Ratio : 0.00784313725490196
Connected Components : 100
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 178
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.256303
Graph Density : 0.00278670251131073
Modularity : 0.640531
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 303 Twitter users whose recent tweets contained "QuantumScape", 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 Monday, 21 June 2021 at 18:55 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 3-minute period from Sunday, 13 June 2021 at 15:07 UTC to Monday, 21 June 2021 at 18:10 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 : QuantumScape
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059
[26] https://www.wired.com/story/quantumscape-solid-state-battery?utm_campaign=falcon&utm_source=twitter&utm_medium=social&mbid=social_twitter&utm_brand=wired&utm_social-type=owned
[9] https://www.prnewswire.com/news-releases/solid-power-industry-leading-all-solid-state-battery-producer-to-list-on-nasdaq-through-merger-with-decarbonization-plus-acquisition-corporation-iii-301312135.html
[9] https://jp.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623913210
[7] https://trib.al/37I07aG
[7] https://trib.al/WLMtKFK
[7] https://jobs.lever.co/quantumscape
[6] https://www.fool.com/investing/2021/06/15/first-look-solid-power-a-ford-backed-quantumscape/
[6] https://jp.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623913210?reflink=desktopwebshare_twitter
[6] https://trib.al/O5AvnoC

Top URLs in Tweet in G1:
[6] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059
[6] https://jp.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623913210?reflink=desktopwebshare_twitter
[5] https://jp.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623913210
[5] https://www.stck.pro/news/QS
[2] https://techcrunch.com
[2] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059?mod=itp_wsj&yptr=yahoo&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.thestreet.com/investing/quantumscape-drops-on-wider-net-loss?puc=yahoo&cm_ven=YAHOO&yptr=yahoo&utm_source=dlvr.it&utm_medium=twitter
[2] https://techcrunch.com/2021/05/31/the-station-rivian-rolls-towards-an-ipo-and-quantumscape-makes-a-big-battery-hire/
[1] https://stocktwits.com/JSP_Discord/message/343477673
[1] https://www.wired.com/story/quantumscape-solid-state-battery/

Top URLs in Tweet in G2:
[5] https://trib.al/O5AvnoC
[4] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059?reflink=desktopwebshare_twitter
[4] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059?mod=djemheard_t
[4] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059
[2] https://trib.al/ijE7mUa
[2] https://twitter.com/spac_zilla/status/1404862037688303622
[1] https://trib.al/WLMtKFK
[1] https://www.barrons.com/articles/quantumscape-picks-up-a-new-rating-the-price-target-is-the-streets-lowest-51623941641
[1] https://blog.evuniverse.io/battery-monday-solid-power-vs-quantumscape-and-the-race-to-solid-state-batteries/

Top URLs in Tweet in G3:
[15] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059
[7] https://jobs.lever.co/quantumscape
[3] https://www.quantumscape.com/blog/how-to-benchmark-solid-state-batteries/
[2] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059?st=ur3zgf2gref2ibf&reflink=desktopwebshare_twitter
[2] https://trib.al/WLMtKFK
[2] https://cleantechnica.com/2021/03/12/vw-quantumscape-bring-solid-state-batteries-closer-to-reality/
[2] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059?reflink=share_mobilewebshare
[2] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059?st=qs59hh96phbsg61&reflink=desktopwebshare_twitter
[2] https://www.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623847059?st=stbn9u62kiqb4yc&reflink=desktopwebshare_twitter

Top URLs in Tweet in G4:
[25] https://www.wired.com/story/quantumscape-solid-state-battery?utm_campaign=falcon&utm_source=twitter&utm_medium=social&mbid=social_twitter&utm_brand=wired&utm_social-type=owned
[2] https://www.wired.com/story/quantumscape-solid-state-battery/?utm_brand=wired&utm_campaign=onsite-share&utm_medium=social&utm_social-type=earned&utm_source=twitter

Top URLs in Tweet in G5:
[6] https://trib.al/37I07aG
[5] https://trib.al/Xu2Fs1Q
[4] https://trib.al/K0rXY05
[4] https://trib.al/gQTxUr7
[4] https://trib.al/mUTFxZa
[4] https://trib.al/iCUBRve
[4] https://trib.al/oEHhX3R
[3] https://jp.wsj.com/articles/solid-power-quantumscape-and-the-battle-for-next-generation-batteries-11623913210

Top URLs in Tweet in G6:
[2] https://www.canarymedia.com/articles/solid-power-joins-the-battery-spac-fray-with-plan-to-go-public-at-1-2b-valuation/?utm_campaign=canary-social&utm_source=twitter&utm_medium=social&utm_content=jsj
[1] https://blog.evuniverse.io/battery-monday-solid-power-vs-quantumscape-and-the-race-to-solid-state-batteries/

Top URLs in Tweet in G7:
[3] https://seekingalpha.com/article/4434542-quantumscape-stock-qs-future-of-ev-battery-production?source=feed_f&utm_campaign=twitter_automated&utm_content=article&utm_medium=social&utm_source=twitter_automated

Top URLs in Tweet in G8:
[9] https://www.prnewswire.com/news-releases/solid-power-industry-leading-all-solid-state-battery-producer-to-list-on-nasdaq-through-merger-with-decarbonization-plus-acquisition-corporation-iii-301312135.html
[1] https://twitter.com/john__rosevear/status/1406948041756758022

Top Domains
Top Domains in Tweet in Entire Graph:
[71] wsj.com
[51] trib.al
[31] wired.com
[13] stck.pro
[9] prnewswire.com
[8] investorplace.com
[7] fool.com
[7] youtube.com
[7] lever.co
[6] golem.de

Top Domains in Tweet in G1:
[23] wsj.com
[13] stck.pro
[5] trib.al
[4] techcrunch.com
[4] fintechandmore.com
[4] hedgeaccordingly.com
[3] thestreet.com
[3] barrons.com
[2] wired.com
[2] investorplace.com

Top Domains in Tweet in G2:
[12] wsj.com
[8] trib.al
[2] twitter.com
[1] barrons.com
[1] evuniverse.io

Top Domains in Tweet in G3:
[26] wsj.com
[7] lever.co
[4] youtube.com
[3] trib.al
[3] quantumscape.com
[2] cleantechnica.com
[1] evuniverse.io

Top Domains in Tweet in G4:
[27] wired.com

Top Domains in Tweet in G5:
[31] trib.al
[3] wsj.com

Top Domains in Tweet in G6:
[2] canarymedia.com
[1] evuniverse.io

Top Domains in Tweet in G7:
[3] seekingalpha.com

Top Domains in Tweet in G8:
[9] prnewswire.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] 全固体電池
[37] ev
[36] 電気自動車
[29] ハードオンザストリート
[23] wsjwhatsnow
[10] trading
[9] stockmarket
[9] stocks
[8] quantumscape
[8] spac



Top Hashtags in Tweet in G1:
[5] hotstocks
[5] stocks
[5] 電気自動車
[5] ev
[5] 全固体電池
[4] investment
[4] ハードオンザストリート
[2] quantumscape
[1] mergersacquisitionnews
[1] merger

Top Hashtags in Tweet in G2:
[22] wsjwhatsnow
[2] spac
[1] ev
[1] battery
[1] solidstatebatteries
[1] innovation
[1] technology
[1] solidpower
[1] quantumscape

Top Hashtags in Tweet in G3:
[3] battchat
[2] 全固体電池
[2] solidstatebatteries
[2] quantumscape
[2] solidpower
[2] electricvehicles

Top Hashtags in Tweet in G5:
[31] 電気自動車
[31] ev
[31] 全固体電池
[25] ハードオンザストリート

Top Hashtags in Tweet in G6:
[1] batterytwitter

Top Hashtags in Tweet in G7:
[5] spac
[3] spacs
[3] economy
[3] trading
[3] stockmarket

Top Hashtags in Tweet in G8:
[1] noconfidence

Top Words
Top Words in Tweet in Entire Graph:
[180] quantumscape
[165] solid
[152] battery
[104] qs
[98] startup
[95] stock
[84] state
[82] power
[79] market
[66] investors

Top Words in Tweet in G1:
[60] quantumscape
[34] qs
[19] solid
[16] stock
[13] power
[13] ev向け全固体電池
[13] 競合2社の評価分かれる理由
[9] target
[9] battery
[8] batteries

Top Words in Tweet in G2:
[39] market
[38] solid
[38] battery
[32] valuation
[31] startup
[31] coming
[31] stock
[31] lower
[31] reflects
[31] investors

Top Words in Tweet in G3:
[47] solid
[39] battery
[35] state
[30] market
[28] stock
[28] valuation
[26] second
[26] startup
[26] lower
[26] reflects

Top Words in Tweet in G4:
[50] going
[25] electric
[25] vehicles
[25] fully
[25] supplant
[25] gas
[25] guzzlers
[25] world
[25] roads
[25] re

Top Words in Tweet in G5:
[31] ev向け全固体電池
[31] 競合2社の評価分かれる理由
[31] #電気自動車
[31] #ev
[31] #全固体電池
[25] #ハードオンザストリート
[5] よく読まれた記事
[5] 6月17日掲載
[4] 投資家は創造的破壊のストーリーを好むのかもしれない

Top Words in Tweet in G6:
[5] quantumscape
[4] solid
[4] solidpowerinc
[3] state
[3] battery
[3] merger
[2] developer
[2] follows
[2] fellow
[2] contender

Top Words in Tweet in G7:
[11] battery
[11] qs
[11] quantumscape
[10] solid
[10] public
[10] spac
[8] power
[6] despac
[5] #spac
[5] recap

Top Words in Tweet in G8:
[27] solid
[18] state
[18] battery
[10] quantumscape
[9] startup
[9] power
[9] list
[9] expands
[9] universe
[9] listed

Top Words in Tweet in G9:
[16] 68
[16] 31
[16] 29
[13] cap
[11] worst
[11] large
[11] stocks
[11] quantumscape
[11] qs
[9] performing

Top Words in Tweet in G10:
[4] quantumscape
[2] wallstreetbets
[2] jimcramer
[2] think

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[84] solid,state
[79] solid,power
[76] state,battery
[72] battery,startup
[63] stock,market
[63] lower,valuation
[63] reflects,investors
[63] investors,thirst
[62] disruption,stories
[61] coming,stock

Top Word Pairs in Tweet in G1:
[13] solid,power
[13] ev向け全固体電池,競合2社の評価分かれる理由
[8] power,quantumscape
[7] quantumscape,corporation
[7] quantumscape,battle
[7] battle,next
[7] next,generation
[7] generation,batteries
[7] price,target
[7] quantumscape,stock

Top Word Pairs in Tweet in G2:
[31] battery,startup
[31] coming,stock
[31] stock,market
[31] lower,valuation
[31] reflects,investors
[31] investors,thirst
[31] thirst,disruption
[31] disruption,stories
[28] electric,vehicle
[25] solid,power

Top Word Pairs in Tweet in G3:
[35] solid,state
[31] state,battery
[26] second,solid
[26] battery,startup
[26] stock,market
[26] market,lower
[26] lower,valuation
[26] reflects,investors
[26] investors,thirst
[24] startup,coming

Top Word Pairs in Tweet in G4:
[25] electric,vehicles
[25] vehicles,going
[25] going,fully
[25] fully,supplant
[25] supplant,gas
[25] gas,guzzlers
[25] guzzlers,world
[25] world,roads
[25] roads,re
[25] re,going

Top Word Pairs in Tweet in G5:
[31] ev向け全固体電池,競合2社の評価分かれる理由
[31] #電気自動車,#ev
[31] #ev,#全固体電池
[25] #全固体電池,#ハードオンザストリート
[22] 競合2社の評価分かれる理由,#電気自動車
[5] よく読まれた記事,ev向け全固体電池
[5] 競合2社の評価分かれる理由,6月17日掲載
[5] 6月17日掲載,#電気自動車
[4] 競合2社の評価分かれる理由,投資家は創造的破壊のストーリーを好むのかもしれない
[4] 投資家は創造的破壊のストーリーを好むのかもしれない,#電気自動車

Top Word Pairs in Tweet in G6:
[3] solid,state
[2] state,battery
[2] battery,developer
[2] developer,solidpowerinc
[2] solidpowerinc,follows
[2] follows,fellow
[2] fellow,contender
[2] contender,quantumscape
[2] quantumscape,reverse
[2] reverse,merger

Top Word Pairs in Tweet in G7:
[11] qs,quantumscape
[10] public,spac
[5] #spac,recap
[5] recap,solid
[5] solid,state
[5] state,battery
[5] battery,technology
[5] technology,companies
[5] companies,dcrc
[5] dcrc,solid

Top Word Pairs in Tweet in G8:
[18] solid,state
[18] state,battery
[9] battery,startup
[9] startup,solid
[9] solid,power
[9] power,list
[9] list,expands
[9] expands,universe
[9] universe,listed
[9] listed,solid

Top Word Pairs in Tweet in G9:
[11] large,cap
[11] cap,stocks
[11] quantumscape,qs
[9] worst,performing
[9] performing,large
[8] 2021,rlx
[8] rlx,69
[8] 69,tal
[8] tal,68
[8] 68,quantumscape

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@stephenwilmot
@wsj
@solidpowerinc
@themotleyfool
@wsjheard
@super_trades
@quantumscapeco
@herbert_diess

Top Mentioned in G1:

Top Mentioned in G2:
@stephenwilmot
@wsj
@wsjheard
@solidpowerinc
@barronsonline

Top Mentioned in G3:
@wsj
@quantumscapeco
@herbert_diess
@elonmusk
@batterysolid

Top Mentioned in G4:
@wired

Top Mentioned in G6:
@solidpowerinc
@jeffsaintjohn
@lakshmoji16
@bmw
@ford
@quantumscape

Top Mentioned in G8:
@wsj

Top Mentioned in G10:
@jimcramer
@wallstreetbets

Top Tweeters
Top Tweeters in Entire Graph:
@gambiste1
@tickeron
@kleeblatt1977
@politicalhedge
@69nicebot69
@seekingalpha
@hagiwararyu11
@newsfilterio
@adunlea
@68shiroi

Top Tweeters in G1:
@kleeblatt1977
@politicalhedge
@hagiwararyu11
@newsfilterio
@68shiroi
@stanleysuen
@kazminutes2020
@ajblackston
@stckpro
@investorsms

Top Tweeters in G2:
@ladevita12
@vuduquebec
@wsj
@zuzanasuzy111
@glitchbotio
@drrueckauf
@ccprakay
@polarization12
@ogawashinichi
@barronsonline

Top Tweeters in G3:
@mdavis1
@bwillisful
@journeytrade
@torquenewsauto
@khalidhabash
@luginvest
@elonmusk
@todd_yancey
@adhebar
@shineofcolors

Top Tweeters in G4:
@adunlea
@surbatovictina
@maamikron42
@wired
@stc11stc
@fullcountmedia
@voltest52020
@sarahmya2000
@parente49477761
@vaactiveangels

Top Tweeters in G5:
@nanga2110
@oregakitaworld
@njinjinji
@wsjjapan
@fxtradenote
@yf19pika
@hirosaitoh
@molly19571009
@federalistworld
@tomahawktt

Top Tweeters in G6:
@ford
@bmw
@mikeschannelb
@jeffsaintjohn
@badcapitaliste
@solidpowerinc
@canarymediainc
@lakshmoji16
@theevuniverse
@quantumscape

Top Tweeters in G7:
@seekingalpha
@spac_player
@bull_bear_play
@tornikelaghidze
@_fandango
@spacaholicpanda
@bucknobody
@valy_c91
@sunilchotrani

Top Tweeters in G8:
@sufiy
@kirillklip
@tnr_gold
@tsport100
@edin_im
@hjesanderson
@climatetechbot
@kevinhinners

Top Tweeters in G9:
@69nicebot69
@stockmktnewz
@itsfaysal
@eemi666
@greyfox05
@stanmilc
@stockswhisperer
@track7772

Top Tweeters in G10:
@jimcramer
@morningbrew
@wallstreetbets
@arsenalshakhtar
@gamerti44700836
@nick67848837
@suma987