(#ev OR (electronic vehicle)) (battery OR batteries), Twitter, 3/27/2024 5:40:51 PM, 294611


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(#ev OR (electronic vehicle)) (battery OR batteries) Twitter NodeXL SNA Map and Report for Wednesday
(#ev OR (electronic vehicle)) (battery OR batteries) Twitter NodeXL SNA Map and Report for Wednesday
From:
SMRFoundation
Uploaded on:
March 27, 2024
Short Description:
(#ev OR (electronic vehicle)) (battery OR batteries) via NodeXL https://bit.ly/3vtzms6
@tesla
@elonmusk
@ford
@johnvoelcker
@elontus51482292
@mrbreakouts
@moderaterepand1
@hiveprme
@elecappmag
@toyota

Top hashtags:
#ev
#battery
#electricvehicles
#batteries
#lithium

Description:
Description
The graph represents a network of 5,273 Twitter users whose recent tweets contained "(#ev OR (electronic vehicle)) (battery OR batteries)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 3/1/2023 12:00:00 AM and 6/27/2023 11:59:59 PM. The network was obtained from Twitter on Wednesday, 27 March 2024 at 13:58 UTC.

The tweets in the network were tweeted over the 2014-day, 8-hour, 36-minute period from Friday, 21 September 2018 at 06:21 UTC to Wednesday, 27 March 2024 at 14:57 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 10930
Unique Edges : 10888
Edges With Duplicates : 15099
Total Edges : 25987
Number of Edge Types : 7
Quote : 1337
Tweet : 12879
MentionsInQuote : 711
Replies to : 1608
MentionsInReplyTo : 1309
Mentions : 8089
MentionsInQuoteReply : 54
Self-Loops : 13984
Reciprocated Vertex Pair Ratio : 0.0109296039487601
Reciprocated Edge Ratio : 0.021622878400372
Connected Components : 4500
Single-Vertex Connected Components : 3792
Maximum Vertices in a Connected Component : 5173
Maximum Edges in a Connected Component : 15687
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.965537
Graph Density : 7.20110013924192E-05
Modularity : 0.377392
NodeXL Version : 1.0.1.529
Data Import : The graph represents a network of 5,273 Twitter users whose recent tweets contained "(#ev OR (electronic vehicle)) (battery OR batteries)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 3/1/2023 12:00:00 AM and 6/27/2023 11:59:59 PM. The network was obtained from Twitter on Wednesday, 27 March 2024 at 13:58 UTC.

The tweets in the network were tweeted over the 2014-day, 8-hour, 36-minute period from Friday, 21 September 2018 at 06:21 UTC to Wednesday, 27 March 2024 at 14:57 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : (#ev OR (electronic vehicle)) (battery OR batteries)
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] https://lnkd.in/gm9Jbbtx
[25] https://news.ontario.ca/en/release/1002955/volkswagens-new-electric-vehicle-battery-plant-will-create-thousands-of-new-jobs
[23] https://drivevolts.com/
[20] https://or-f.org/131473
[18] https://bit.ly/3QfCmyS
[18] https://bit.ly/3RqOQoR
[17] https://www.investorideas.com/news/2023/renewable-energy/07201EV-Recycling-Stocks.asp
[17] https://powerlinksystems.com/testing-and-diagnostics
[17] https://powerlinksystems.com/ev-charging-guide
[17] https://powerlinksystems.com/

Top URLs in Tweet in G1:
[23] https://drivevolts.com/
[18] https://bit.ly/3QfCmyS
[18] https://bit.ly/3RqOQoR
[11] https://www.thegreenwaysolar.co.uk/
[10] https://t2m.io/3G0zSqTL
[10] https://dell.to/3KUjyDO
[9] https://www.reuters.com/business/autos-transportation/scratched-ev-battery-your-insurer-may-have-junk-whole-car-2023-03-20/
[8] http://t.ly/m_Jb
[8] http://www.pakzonelectricmotors.com
[7] https://ow.ly/LBfq50PNQEt

Top URLs in Tweet in G2:
[17] https://www.investorideas.com/news/2023/renewable-energy/07201EV-Recycling-Stocks.asp
[16] https://www.investorideas.com/news/2023/renewable-energy/08211Automakers-EV-Batteries.asp
[14] https://www.investorideas.com/news/2023/renewable-energy/04191Battery-EV-Stocks.asp
[13] https://www.investorideas.com/news/2023/renewable-energy/08221Stocks-for-EV-Batteries.asp
[12] https://www.investorideas.com/news/2023/renewable-energy/04201Battery-Technology-EV.asp
[10] https://www.investorideas.com/news/2023/renewable-energy/09081Battery-Stocks.asp
[7] https://www.investorideas.com/news/2023/renewable-energy/09071Global-Quest-for-Better-Batteries.asp
[5] https://www.investorideas.com/news/2023/renewable-energy/07211Battery-Recycling-Stocks.asp
[5] https://buff.ly/45NFHux
[5] http://linkedin.com/feed/update/ur

Top URLs in Tweet in G3:
[6] https://maverickequityresearch.substack.com/p/maverick-valuations-1-themes-and
[4] https://bit.ly/40mom9d
[4] https://buff.ly/2HbVyt8
[3] https://bit.ly/3OCSJ92
[3] https://bit.ly/LithiumStructuralShortage
[3] https://bit.ly/3NT4sid
[3] http://ow.ly/M3aG50NLKq3
[3] https://bit.ly/3NDwWx8
[3] https://bit.ly/42n5vxv
[3] https://bit.ly/3UJPUqc

Top URLs in Tweet in G4:
[7] https://www.canarymedia.com/articles/recycling-renewables/the-biggest-ev-battery-recycling-plant-in-the-us-is-open-for-business
[5] https://loom.ly/KwyV_mY
[4] https://utm.io/EVTOrgTW
[4] https://bit.ly/46S0j6M
[3] https://utm.io/TBSOrgTW
[3] https://www.canarymedia.com/articles/clean-energy-jobs/how-many-jobs-is-the-inflation-reduction-act-spurring-a-lot
[3] https://sprott.com/disclosures/
[3] http://ea-renew.com
[3] https://bit.ly/3EVyA8T
[3] https://prker.co/3N0g821

Top URLs in Tweet in G5:
[4] http://QHP.AI
[4] https://norcelli.com/our-solution/
[2] http://ow.ly/NO8Q50Ogx3T
[2] http://ow.ly/Hg0w50Ogx1R
[2] https://www.forbes.com/sites/forbestechcouncil/2023/08/30/a-connected-ev-world-automation-for-maintenance-management-monitoring/
[1] https://www.utilitydive.com/news/lithium-battery-market-could-grow-ten-fold-recycling-DOE/652782/
[1] https://www.bloomberg.com/news/features/2023-11-07/the-57-trillion-ev-market-is-a-battleground-for-china-us-eu#xj4y7vzkg
[1] https://www.proactiveinvestors.com/companies/news/1033396/biden-administration-investing-3-5b-to-boost-domestic-battery-manufacturing-1033396.html
[1] https://www.mining.com/web/column-automakers-rush-in-where-miners-fear-to-tread/
[1] https://money.usnews.com/investing/news/articles/2023-03-17/volkswagen-to-invest-in-mines-in-bid-to-become-global-battery-supplier?src=usn_tw

Top URLs in Tweet in G6:
[2] https://economictimes.indiatimes.com/industry/renewables/battery-swapping-policy-industry-fears-big-business-entry-resists-standardisation/articleshow/105881046.cms
[2] https://economictimes.indiatimes.com/industry/renewables/jsw-group-to-set-up-nearly-5-billion-in-ev-projects-in-eastern-india/articleshow/107578856.cms
[2] https://economictimes.indiatimes.com/industry/renewables/recyclers-look-to-collaborate-with-solar-companies-to-give-ev-batteries-a-second-life/articleshow/107921327.cms
[2] https://economictimes.indiatimes.com/industry/renewables/chinese-ev-company-launches-battery-that-offers-400-km-range-with-just-10-minutes-charging/articleshow/102890718.cms
[2] https://lnkd.in/djSS5p6X
[2] https://lnkd.in/d8m2wfkH
[2] https://www.opportunityindia.com/article/reliance-unveils-multipurpose-swappable-batteries-for-evs-35569
[1] https://www.cnbctv18.com/auto/indonesia-lowers-vat-on-electric-vehicles-from-11-percent-to-1-16322401.htm
[1] https://www.cnbctv18.com/auto/no-gst-cut-for-ev-batteries-to-5-as-fitment-committee-rejects-proposal-17940161.htm
[1] https://www.zeebiz.com/automobile/news-kinetic-engineering-sets-up-new-firm-to-make-ev-motors-controllers-and-batteries-247703

Top URLs in Tweet in G7:
[24] https://news.ontario.ca/en/release/1002955/volkswagens-new-electric-vehicle-battery-plant-will-create-thousands-of-new-jobs
[11] https://news.ontario.ca/en/release/1003655/governments-of-canada-and-ontario-finalize-agreement-with-umicore-rechargeable-battery-materials-canada-inc-for-new-plant-in-loyalist-township
[3] http://MINING.COM
[2] https://lfpress.com/news/local-news/battery-production-behind-big-expansion-at-cami-sources
[2] https://www.reuters.com/business/autos-transportation/volkswagen-build-first-north-american-battery-cell-plant-canada-2023-03-13/
[2] https://www.theglobeandmail.com/business/article-canada-china-lithium-batteries/
[2] http://southasiandaily.com
[2] https://canada.autonews.com/electric-vehicles/canadas-ats-aims-lead-battery-pack-when-it-comes-automation
[2] https://elements.visualcapitalist.com/the-key-minerals-in-an-ev-battery/
[2] https://www.blacklocks.ca/libs-wont-disclose-contracts/

Top URLs in Tweet in G8:
[5] http://getcorp.com
[4] https://seas.harvard.edu/news/2022/09/fast-charging-over-10000-cycles-future-electric-vehicles-harvard-engineers-solid-state
[3] https://insideevs.com/news/671943/toyota-giga-casting/
[3] https://www.wired.com/story/how-chinas-ev-boom-caught-western-car-companies-asleep-at-the-wheel/
[2] https://www.linkedin.com/posts/wwolters_solidstate-battery-ev-activity-7082295415294832640-o0yw?utm_source=share&utm_medium=member_desktop
[2] https://www.nytimes.com/2023/04/12/business/china-sodium-batteries.html
[2] https://www.visualcapitalist.com/the-top-10-ev-battery-manufacturers-in-2022/
[2] https://x.com/wswmuc/status/1698033805724975538?s=46&t=D7Va6_fQwD4x62ZAOyPGXA
[2] https://www.technologyreview.com/2023/02/21/1068880/how-did-china-dominate-electric-cars-policy/
[2] https://www.theverge.com/23981022/redwood-materials-ev-battery-recycling-infrastructure

Top URLs in Tweet in G9:
[4] https://www.epa.gov/energy/greenhouse-gas-equivalencies-calculator#results
[3] https://www.conservation.org/carbon-footprint-calculator#/
[2] https://www.worldmediaorganization.com/world/hyundai-motor-group-and-lg-energy-to-build-$-4-3-billion-ev-battery-plant-in-us.html
[2] https://twitter.com/moderateRepand1/status/1678777700042035201?t=-RCeffam6q20_I6pKmeFNg&s=19
[2] https://www.eetimes.eu/ford-enlists-quantum-computing-in-ev-battery-materials-hunt/
[1] https://www.worldmediaorganization.com/world/panasonic-energy-and-mazda-to-enter-into-discussions-for-supply-of-ev-batteries.html
[1] https://www.idtechex.com/en/research-report/second-life-electric-vehicle-batteries-2023-2033/924
[1] https://www.idtechex.com/en/webinar/ev-battery-materials-the-future-of-cell-chemistry-and-pack-structure/500
[1] https://www.canarymedia.com/articles/clean-energy-manufacturing/suddenly-the-us-is-a-climate-policy-trendsetter?fbclid=IwAR3J2eSUG04NfMo_2oXCiPxU-2_OmOkCPPceJ8oyqTTjQ25knEexbS1vFag&mibextid=Zxz2cZ
[1] https://expeditionportal.com/lightship-americas-first-all-electric-recreational-vehicle-rv/

Top URLs in Tweet in G10:
[4] http://ow.ly/q70U50NcCZz
[4] https://datawrapper.dwcdn.net/gGxJ6/1/
[3] https://news.mullenusa.com/mullen-advanced-energy-operations-announces-major-energy-advancement
[3] https://www.cbsnews.com/news/ford-to-build-3-5b-electric-vehicle-battery-plant-in-mich/
[3] https://bit.ly/3r2mAyF
[3] https://bit.ly/3sWTq4Y
[2] https://spectrum.ieee.org/ev-battery-2663916542?share_id=7816419&utm_campaign=RebelMouse&utm_content=IEEE+Spectrum&utm_medium=social&utm_source=twitter
[1] https://globalventuring.com/corporate/energy-and-natural-resources/our-next-energy-batteries-ev-600-miles/
[1] http://bit.ly/MotorTrendOne
[1] http://ournext.cc/trucknews

Top Domains
Top Domains in Tweet in Entire Graph:
[1305] bit.ly
[668] ift.tt
[496] youtu.be
[449] ow.ly
[382] buff.ly
[294] tinyurl.com
[280] dlvr.it
[254] electrek.co
[231] lnkd.in
[219] lectrium.com

Top Domains in Tweet in G1:
[666] ift.tt
[398] bit.ly
[256] dlvr.it
[214] lectrium.com
[181] ow.ly
[171] buff.ly
[127] lnkd.in
[107] co.uk
[99] youtu.be
[72] hubs.ly

Top Domains in Tweet in G2:
[295] youtu.be
[178] bit.ly
[94] investorideas.com
[82] tinyurl.com
[69] ow.ly
[57] ft.com
[57] cnevpost.com
[51] buff.ly
[50] reuters.com
[45] projectblue.com

Top Domains in Tweet in G3:
[102] bit.ly
[58] buff.ly
[44] iestbattery.com
[41] ow.ly
[20] youtu.be
[14] reuters.com
[14] hubs.li
[13] com.au
[12] benchmarkminerals.com
[12] bloomberg.com

Top Domains in Tweet in G4:
[65] bit.ly
[45] zurl.co
[43] electrek.co
[27] yahoo.com
[24] canarymedia.com
[21] insideevs.com
[19] reuters.com
[19] electrive.com
[16] greencarcongress.com
[16] ow.ly

Top Domains in Tweet in G5:
[21] dlvr.it
[14] patreon.com
[6] newsfilecorp.com
[5] youtu.be
[5] acs.org
[5] short.gy
[4] qhp.ai
[4] norcelli.com
[4] ow.ly
[3] bloomberg.com

Top Domains in Tweet in G6:
[32] indiatimes.com
[25] timesnownews.com
[12] ow.ly
[9] bit.ly
[7] dailycadcam.com
[7] lnkd.in
[6] fortuneindia.com
[5] evacad.com
[5] opportunityindia.com
[4] drivespark.com

Top Domains in Tweet in G7:
[39] ontario.ca
[23] bit.ly
[19] driving.ca
[14] mining.com
[13] autonews.com
[11] reuters.com
[8] cbc.ca
[8] youtube.com
[7] theglobeandmail.com
[6] financialpost.com

Top Domains in Tweet in G8:
[33] wsj.com
[21] bit.ly
[17] nytimes.com
[14] visualcapitalist.com
[11] theverge.com
[10] cleantechnica.com
[9] evmarketsreports.com
[8] insideevs.com
[8] x.com
[8] cnb.cx

Top Domains in Tweet in G9:
[4] twitter.com
[4] epa.gov
[4] eetimes.eu
[3] worldmediaorganization.com
[3] conservation.org
[2] idtechex.com
[2] buff.ly
[2] forbes.com
[1] canarymedia.com
[1] expeditionportal.com

Top Domains in Tweet in G10:
[9] bit.ly
[7] ow.ly
[6] hubs.ly
[5] dwcdn.net
[4] mullenusa.com
[4] automotivetestingtechnologyinternational.com
[4] wardsauto.com
[3] cbsnews.com
[3] abcn.ws
[3] apple.news

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19546] ev
[5298] battery
[2312] electricvehicles
[2199] batteries
[2139] lithium
[2054] electricvehicle
[1612] tesla
[1244] automotive
[1116] electric
[1070] technology



Top Hashtags in Tweet in G1:
[7778] ev
[1665] battery
[1148] tesla
[1104] electricvehicles
[847] electricvehicle
[720] batteries
[624] lithium
[623] renewableenergy
[602] climatechange
[601] renewables

Top Hashtags in Tweet in G2:
[2930] ev
[648] battery
[507] electricvehicles
[440] batteries
[295] nio
[212] evnews
[174] electriccars
[162] electricvehicle
[161] lithium
[126] tesla

Top Hashtags in Tweet in G3:
[1059] ev
[542] lithium
[474] battery
[225] mining
[142] batteries
[98] batterymetals
[85] graphite
[79] africa
[73] electricvehicles
[73] litio

Top Hashtags in Tweet in G4:
[841] ev
[173] battery
[100] batteries
[79] lithium
[55] recycling
[36] electricvehicles
[33] automotive
[31] cleanenergy
[26] qmc
[25] zeroemissions

Top Hashtags in Tweet in G5:
[384] ev
[91] battery
[66] tesla
[64] batteries
[62] lithium
[38] otc
[32] mining
[23] ai
[23] miningstocks
[23] investing

Top Hashtags in Tweet in G6:
[293] ev
[63] battery
[58] electricvehicles
[32] electricvehicle
[18] evbattery
[16] batteries
[16] electric
[16] electriccar
[15] electricscooter
[14] india

Top Hashtags in Tweet in G7:
[414] ev
[75] battery
[74] canada
[74] nickel
[73] canadanickel
[65] angloamerican
[52] netzeronickel
[48] timmins
[46] batterymetals
[45] glencore

Top Hashtags in Tweet in G8:
[421] ev
[258] battery
[168] automotive
[101] innovation
[73] technology
[50] lithium
[39] tesla
[33] china
[32] electricvehicles
[27] electric

Top Hashtags in Tweet in G9:
[57] ev
[19] climatechange
[16] ccp
[11] fossilfuels
[8] co2
[5] executiveorder14067
[4] battery
[4] socialcreditscore
[4] 1a
[4] 2a

Top Hashtags in Tweet in G10:
[232] ev
[73] china
[60] lithium
[47] battery
[21] emm
[17] muln
[13] mullenautomotive
[11] electricvehicles
[11] batteries
[9] electricvehicle

Top Words
Top Words in Tweet in Entire Graph:
[19393] #ev
[12247] battery
[5296] #battery
[4444] ev
[4359] batteries
[3480] electric
[2684] more
[2311] #electricvehicles
[2196] #batteries
[2138] #lithium

Top Words in Tweet in G1:
[7735] #ev
[5452] battery
[2012] ev
[1735] electric
[1728] batteries
[1664] #battery
[1144] #tesla
[1103] #electricvehicles
[949] more
[849] range

Top Words in Tweet in G2:
[2906] #ev
[2018] battery
[647] #battery
[612] batteries
[592] ev
[541] nio
[507] #electricvehicles
[440] #batteries
[423] more
[410] electric

Top Words in Tweet in G3:
[1053] #ev
[542] #lithium
[474] #battery
[447] battery
[245] lithium
[225] #mining
[167] batteries
[160] more
[150] supply
[141] #batteries

Top Words in Tweet in G4:
[834] #ev
[567] battery
[218] batteries
[173] #battery
[147] ev
[146] more
[114] electric
[100] #batteries
[79] #lithium
[74] lithium

Top Words in Tweet in G5:
[374] #ev
[259] battery
[138] idgc
[123] batteries
[91] #battery
[89] elonmusk
[81] tsla
[72] green
[70] tesla
[66] #tesla

Top Words in Tweet in G6:
[290] #ev
[201] battery
[133] ev
[66] batteries
[63] #battery
[62] क
[58] #electricvehicles
[48] electric
[48] india
[39] more

Top Words in Tweet in G7:
[412] #ev
[274] battery
[104] plant
[96] ev
[94] ontario
[82] cnc
[80] more
[75] #battery
[74] #canada
[74] batteries

Top Words in Tweet in G8:
[420] #ev
[258] #battery
[175] battery
[167] #automotive
[101] #innovation
[97] ev
[89] batteries
[73] #technology
[54] electric
[50] #lithium

Top Words in Tweet in G9:
[58] battery
[56] #ev
[29] cost
[24] ev
[23] charge
[19] #climatechange
[18] 25k
[18] work
[17] 67k
[16] #ccp

Top Words in Tweet in G10:
[231] #ev
[188] yuan
[118] battery
[115] 000
[113] price
[99] carbonate
[98] batteries
[85] tonne
[82] average
[73] 500

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1597] #ev,#battery
[1378] #ev,battery
[1199] ev,battery
[939] electric,vehicle
[842] #ev,batteries
[719] #ev,#batteries
[711] electric,vehicles
[701] #tesla,#ev
[699] #electric,#battery
[672] #cars,#ev

Top Word Pairs in Tweet in G1:
[616] #tesla,#ev
[573] ev,battery
[518] #ev,#battery
[486] electric,vehicle
[399] ยม,#ล
[391] #ev,battery
[388] #ev,#electricvehicle
[362] electric,vehicles
[333] #ev,#climatechange
[328] #renewables,#renewableenergy

Top Word Pairs in Tweet in G2:
[231] #ev,battery
[211] #ev,#battery
[206] battery,swap
[197] youtube,#ev
[194] #ev,#evnews
[192] #evnews,#electricvehicles
[164] ev,battery
[151] #ev,#batteries
[136] #electricvehicles,#ev
[127] #ev,batteries

Top Word Pairs in Tweet in G3:
[181] #ev,#battery
[81] #lithium,#ev
[67] #litio,#ev
[65] #lithium,#litio
[63] #kod,#lithium
[62] supply,chain
[62] #battery,#mining
[59] #mali,#bougouni
[55] #battery,#ev
[52] lithium,ion

Top Word Pairs in Tweet in G4:
[110] #ev,battery
[89] #ev,#battery
[71] #ev,batteries
[54] ev,battery
[49] #ev,#batteries
[35] read,more
[35] electric,vehicle
[29] lithium,ion
[29] learn,more
[28] solid,state

Top Word Pairs in Tweet in G5:
[55] #ev,battery
[37] #ev,#battery
[24] ask,0002
[23] nanocell,battery
[23] #mining,#miningstocks
[22] #batteries,#ev
[19] #otc,#otcmarkets
[18] #otcmarkets,#otcstocks
[18] #tesla,#ev
[17] #minnesota,#nickel

Top Word Pairs in Tweet in G6:
[38] ev,battery
[20] battery,swapping
[19] #ev,#battery
[19] #electricvehicle,#ev
[17] #ev,battery
[17] electric,vehicle
[14] #ev,#electricvehicles
[13] ev,batteries
[12] battery,pack
[12] electric,vehicles

Top Word Pairs in Tweet in G7:
[100] #ev,battery
[65] cnikf,nob
[65] #nickel,cnikf
[59] nob,cnc
[57] #angloamerican,#canadanickel
[51] supply,chain
[49] cnc,#ev
[46] #timmins,#canada
[45] #bhp,#vale
[45] #glencore,#bhp

Top Word Pairs in Tweet in G8:
[126] #ev,#battery
[61] #battery,#automotive
[58] #innovation,#technology
[46] #automotive,#innovation
[31] #ev,#automotive
[25] ev,battery
[24] solid,state
[21] #automotive,#battery
[19] #ev,#evcharging
[17] #ev,batteries

Top Word Pairs in Tweet in G9:
[18] battery,25k
[17] cost,67k
[10] ev,battery
[10] #ev,battery
[9] cold,wet
[8] rely,#ccp
[8] rawmaterials,ev
[8] #ccp,rawmaterials
[8] 67k,battery
[8] electric,vehicles

Top Word Pairs in Tweet in G10:
[104] 000,yuan
[85] yuan,tonne
[81] average,price
[72] 500,yuan
[63] #china,#ev
[59] lithium,carbonate
[51] yuan,ton
[50] carbonate,batteries
[40] #lithium,carbonate
[35] grade,lithium

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@mrbreakouts
@tesla
@ford
@potus
@sawyermerritt
@afonsoev_
@stellantis
@nioglobal
@toyotamotorcorp

Top Replied-To in G1:
@bowenchris
@rhomotion

Top Replied-To in G2:
@ford
@afonsoev_
@tesla
@toyotamotorcorp
@sydney_ev
@sawyermerritt
@nioglobal
@niosanfrancisco
@jimfarley98
@nioadmirer

Top Replied-To in G3:
@mrbreakouts
@benchmarkmin
@jczuleta
@ausstockchick
@sdmoores
@agroasx
@kodalminerals
@lithium_wave
@gridbattery
@claudiohfox

Top Replied-To in G4:
@electrekco
@altiliumm
@wwr_inc
@503i7
@missjilianne
@electricroadmap
@teslarati
@tslafanmtl
@batteryshow_eu

Top Replied-To in G5:
@elonmusk
@tesla
@idglobalcorpinc
@cb_doge
@mtrade2021
@treeptu85
@wholemarsblog
@argylesrq
@thewolfoftrade
@100xaltcoingems

Top Replied-To in G6:
@olaelectric
@okinawaautotech
@etnowlive
@indiatoday
@anandmahindra
@electrive
@hyderabadmojo
@quantumev_india
@xroaders_001
@savelifeindia

Top Replied-To in G7:
@sayonamining
@umicoregroup
@acoyne
@canadianpm
@liberal_party
@krassenstein
@seamusoregan
@martyupnorth_2
@s_guilbeault
@garnet_2203

Top Replied-To in G8:
@manager_magazin
@wiwo
@mercedesbenz
@vwgroup
@chidambara09
@curieuxexplorer
@businessinsider
@segundoatdell
@vanbergheneu
@evmagazine

Top Replied-To in G9:
@barbarajdurkin
@alicatz121
@c21markm
@jon68806333
@jimmyc1366
@pasqueflower19
@observer254
@dritemprano
@saltytanker2

Top Replied-To in G10:
@elonmusk
@squawkcnbc
@dawgsays
@dogeskyn
@finjourney
@mactwo2013
@cdworld12
@wallstreetsilv
@themotleyfool
@mullen_usa

Top Mentioned
Top Mentioned in Entire Graph:
@youtube
@tesla
@ford
@nioglobal
@gm
@elonmusk
@vwgroup
@vw
@kodalminerals
@hpq_silicon

Top Mentioned in G1:
@vastuullisuus
@corcelplc
@anibesa_energy
@elonmusk
@akira_batteries
@driveevmiles
@payneinstitute
@hj9_automobile

Top Mentioned in G2:
@youtube
@ford
@nioglobal
@tesla
@gm
@rivian
@kulrtech
@neo_battery
@bydcompany
@vw

Top Mentioned in G3:
@kodalminerals
@benchmarkmin
@premafrimin
@pllkeith
@energy
@vivasvk7
@rrr_redrock
@youtube
@piedmontlithium
@stanfordenergy

Top Mentioned in G4:
@canarymediainc
@thebatteryshow
@electrekco
@batteryshow_eu
@recurrentauto
@insideevs
@epsilongraphite
@ap
@siasek
@nytimes

Top Mentioned in G5:
@elonmusk
@tesla
@teslacharging
@idglobalcorpinc
@talonmetals
@watercycletech
@tesla_na
@cenmag
@watercycleltd
@climatereality

Top Mentioned in G6:
@nitin_gadkari
@indiaevnews
@kumarcnbc
@thejswgroup
@olaelectric
@hero_electric
@pmoindia
@atherenergy
@minofpower
@morthindia

Top Mentioned in G7:
@vwgroup
@sayonamining
@drivingdotca
@vw
@vwcanada
@stthomasedc
@justintrudeau
@umicoregroup
@fordnation
@s_guilbeault

Top Mentioned in G8:
@mvollmer1
@curieuxexplorer
@shi4tech
@enilev
@visualcap
@wswmuc
@frronconi
@enricomolinari
@pawlowskimario
@nicochan33

Top Mentioned in G9:
@wef
@ford
@youknow714
@mazdausa
@hmg_talk
@idtechex
@whitehouse
@gmc
@earthone_13

Top Mentioned in G10:
@mullen_usa
@hardge_law87778
@davidmichery
@cbsnews
@businesssdad
@finjourney
@ournextenergy1
@sam1am1911
@chacha72kobe4er
@motortrend

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@tesco
@chidambara09
@newsoneplace
@crweworld
@independent
@tempodotco
@newsfilterio
@inquirerdotnet
@indiatoday

Top Tweeters in G1:
@newsoneplace
@crweworld
@tempodotco
@rvp
@ancalerts
@thalassa2008
@manilabulletin
@marketsday
@junaidsamodien_
@firstpost

Top Tweeters in G2:
@reuters
@business
@seekingalpha
@globeandmail
@jamesvgingerich
@cnbc
@latimes
@lekh27
@ttchelps
@torontostar

Top Tweeters in G3:
@forbes
@raesnape
@nos
@wheeliedealer
@cnbci
@theghanaweb
@financialreview
@maliactu
@foxbusiness
@joannab64017534

Top Tweeters in G4:
@africaupdates
@markburgerenerg
@legal_alerts
@9news
@nytimes
@washingtonpost
@marketwatch
@usatoday
@msn
@scmpnews

Top Tweeters in G5:
@southwestair
@budfoxfun
@kevinsworld64
@wind4me
@wholemarsblog
@rainmaker1973
@28delayslater
@kristennetten
@john_westra
@valueanalyst1

Top Tweeters in G6:
@indiatoday
@timesnow
@cnbctv18live
@aajtak
@economictimes
@ola_supports
@etnowlive
@zeenews
@cnbctv18news
@businessline

Top Tweeters in G7:
@calvinswine905
@nationalpost
@vancouversun
@ottawacitizen
@theprovince
@cbcnews
@edmontonjournal
@sunlorrie
@calgaryherald
@sheilagunnreid

Top Tweeters in G8:
@chidambara09
@aldoceccarelli
@businessinsider
@fintechna
@mashable
@nicochan33
@akwyz
@shi4tech
@gvalan
@rldi_lamy

Top Tweeters in G9:
@dianacialino
@ladyredwave
@pasqueflower19
@jimmyc1366
@sebwrites
@ladyoftheocean1
@belannf
@moderaterepand1
@c21markm
@howienudet

Top Tweeters in G10:
@alerttrade
@foxnews
@abc
@fox5dc
@cbsnews
@nbcnews
@ctvnews
@abcnews
@nbcwashington
@dwnews


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