#Maths, Twitter, 1/30/2022 12:43:52 AM, 270928


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#Maths_2022-01-29_16-01-31.xlsx
#Maths_2022-01-29_16-01-31.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 30, 2022
Short Description:
#Maths via NodeXL https://bit.ly/3G6boT6
@magicpi2
@ckraju14
@neerajkansla
@kontremine
@libe
@jmblanquer
@geogebra
@enilev
@arcmathsapp
@math26039335

Top hashtags:
#maths
#essay
#javascript
#python
#homework
#psychology
#chemistry
#assignments
#research
#english

Description:
Description
The graph represents a network of 7,997 Twitter users whose recent tweets contained "#Maths", 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 Sunday, 30 January 2022 at 00:21 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 16-minute period from Friday, 21 January 2022 at 14:41 UTC to Saturday, 29 January 2022 at 23:57 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 : 7997
Unique Edges : 10853
Edges With Duplicates : 10042
Total Edges : 20895
Number of Edge Types : 5
Retweet : 9199
MentionsInRetweet : 5178
Tweet : 4725
Replies to : 314
Mentions : 1479
Self-Loops : 5257
Reciprocated Vertex Pair Ratio : 0.0182910665370681
Reciprocated Edge Ratio : 0.0359250260326276
Connected Components : 1228
Single-Vertex Connected Components : 780
Maximum Vertices in a Connected Component : 5532
Maximum Edges in a Connected Component : 16717
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.298195
Graph Density : 0.000180220158847712
Modularity : 0.525912
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,997 Twitter users whose recent tweets contained "#Maths", 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 Sunday, 30 January 2022 at 00:21 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 16-minute period from Friday, 21 January 2022 at 14:41 UTC to Saturday, 29 January 2022 at 23:57 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 : #Maths
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:
[44] https://www.amazon.com/Algorithms-4th-Robert-Sedgewick/dp/032157351X?crid=37SCVHZTNNLM0&keywords=algorithms&qid=1642882694&sprefix=algorithm,aps,565&sr=8-3&linkCode=sl1&tag=shehan0c-20&linkId=32efb9df5d99ea2a06531f55aa81a8ec&language=en_US&ref_=as_li_ss_tl
[31] https://www.amazon.com/Algorithm-Design-Manual-Computer-Science/dp/3030542556?crid=2DEV46AVLIZ4M&keywords=algorithms&qid=1642951106&sprefix=algor,aps,604&sr=8-6&linkCode=sl1&tag=shehan0c-20&linkId=3469432cee3008ff0ecb296afe5c8d79&language=en_US&ref_=as_li_ss_tl
[26] https://www.amazon.com/Common-Sense-Guide-Structures-Algorithms-Second/dp/1680507222?crid=3FLU7HZGWBAJ2&keywords=algorithms&qid=1642858692&sprefix=algor,aps,567&sr=8-4&linkCode=sl1&tag=shehan0c-20&linkId=c3dd4eac5f26698f658fd4c407b8c9b2&language=en_US&ref_=as_li_ss_tl
[17] https://www.amazon.com/Once-Upon-an-Algorithm-audiobook/dp/B07DGHFKNQ?crid=1VL4994S7T7F5&keywords=algorithms&qid=1642783882&sprefix=algorit,aps,631&sr=8-54&linkCode=sl1&tag=shehan0c-20&linkId=32149336b25c38f0b5626684b463a1f9&language=en_US&ref_=as_li_ss_tl
[13] https://www.amazon.com/Algorithm-Design-Manual-Computer-Science/dp/3030542556?crid=82CYPYEIG14R&keywords=algorithms&qid=1643105659&sprefix=algo,aps,706&sr=8-7&linkCode=sl1&tag=shehan0c-20&linkId=13ba7a218fc941e9157fe86ebfde5b9e&language=en_US&ref_=as_li_ss_tl
[12] https://history-of-mathematics.org
[11] https://www.amazon.com/Nine-Algorithms-that-Changed-Future/dp/B08DW2Z3G3?crid=3PLFALPU5N9A3&keywords=algorithms&qid=1643327975&s=audible&sprefix=algorit,audible,1679&sr=1-11&linkCode=sl1&tag=shehan0c-20&linkId=4668f006ab6322b6a7bca2e9246d79e1&language=en_US&ref_=as_li_ss_tl
[7] https://www.amazon.com/Algorithms-4th-Robert-Sedgewick/dp/032157351X?crid=2HPHLQPOCC3UJ&keywords=algorithms&qid=1643309275&s=books&sprefix=algo,stripbooks-intl-ship,734&sr=1-7&linkCode=sl1&tag=shehan0c-20&linkId=a73e1da598fd36bd46e30f30c155ccf9&language=en_US&ref_=as_li_ss_tl
[7] https://www.amazon.com/Algorithm-Design-Manual-Computer-Science/dp/3030542556?crid=2YAV7K6F9FIKR&keywords=algorithms&qid=1643394925&sprefix=algorithm,aps,642&sr=8-6&linkCode=sl1&tag=shehan0c-20&linkId=73adc871b393c712e1c0f3c5527306e0&language=en_US&ref_=as_li_ss_tl
[7] https://www.amazon.com/Algorithms-Design-Solve-Common-Problems/dp/B09PV3T9CH?crid=1JMIC7KH6IYOQ&keywords=algorithms&qid=1643221998&sprefix=algorithm,aps,872&sr=8-41&linkCode=sl1&tag=shehan0c-20&linkId=762b565781570266d16fe6a7bc89165a&language=en_US&ref_=as_li_ss_tl

Top URLs in Tweet in G1:
[6] https://www.boloji.com/articles/52924/california-indian-calculus
[1] https://www.youtube.com/watch?v=vwbuSqMh0E4&feature=youtu.be


Top URLs in Tweet in G3:
[2] https://plopandrei.com/japan-society-for-the-promotion-of-science-post-doctoral-fellowships-programme
[1] https://www.instagram.com/accounts/login/
[1] https://play.google.com/store/apps/details?id=com.app.mathschallenger
[1] https://www.bisphuket.ac.th/bisp-students-shine-in-literacy-and-numeracy/
[1] https://www.franceculture.fr/sciences/comment-les-petits-francais-sont-devenus-nuls-en-maths
[1] https://shopenzer.com/products/3-in-1-digital-measuring-tape?ref=szig
[1] http://www.redhillshigh.ac.in
[1] https://www.homeworkjoy.com/questions/education/620606-Excelsior-MAT101-Module-7-Assignment-Problem-Write-up/
[1] https://singaporeebooks.info/product/intellectual-mathematics-textbook-grade-5-international-edition/
[1] https://www.kentadulteducation.co.uk/course-areas/english-maths-esol/maths/?pageNumber=1&pageSize=10&sortOrder=StartingSoonest&alreadyStarted=Yes&category=English%2C%20maths%20%26%20ESOL&subCategory=Maths

Top URLs in Tweet in G4:
[43] https://www.amazon.com/Algorithms-4th-Robert-Sedgewick/dp/032157351X?crid=37SCVHZTNNLM0&keywords=algorithms&qid=1642882694&sprefix=algorithm,aps,565&sr=8-3&linkCode=sl1&tag=shehan0c-20&linkId=32efb9df5d99ea2a06531f55aa81a8ec&language=en_US&ref_=as_li_ss_tl
[30] https://www.amazon.com/Algorithm-Design-Manual-Computer-Science/dp/3030542556?crid=2DEV46AVLIZ4M&keywords=algorithms&qid=1642951106&sprefix=algor,aps,604&sr=8-6&linkCode=sl1&tag=shehan0c-20&linkId=3469432cee3008ff0ecb296afe5c8d79&language=en_US&ref_=as_li_ss_tl
[25] https://www.amazon.com/Common-Sense-Guide-Structures-Algorithms-Second/dp/1680507222?crid=3FLU7HZGWBAJ2&keywords=algorithms&qid=1642858692&sprefix=algor,aps,567&sr=8-4&linkCode=sl1&tag=shehan0c-20&linkId=c3dd4eac5f26698f658fd4c407b8c9b2&language=en_US&ref_=as_li_ss_tl
[17] https://www.amazon.com/Once-Upon-an-Algorithm-audiobook/dp/B07DGHFKNQ?crid=1VL4994S7T7F5&keywords=algorithms&qid=1642783882&sprefix=algorit,aps,631&sr=8-54&linkCode=sl1&tag=shehan0c-20&linkId=32149336b25c38f0b5626684b463a1f9&language=en_US&ref_=as_li_ss_tl
[13] https://www.amazon.com/Algorithm-Design-Manual-Computer-Science/dp/3030542556?crid=82CYPYEIG14R&keywords=algorithms&qid=1643105659&sprefix=algo,aps,706&sr=8-7&linkCode=sl1&tag=shehan0c-20&linkId=13ba7a218fc941e9157fe86ebfde5b9e&language=en_US&ref_=as_li_ss_tl
[10] https://www.amazon.com/Nine-Algorithms-that-Changed-Future/dp/B08DW2Z3G3?crid=3PLFALPU5N9A3&keywords=algorithms&qid=1643327975&s=audible&sprefix=algorit,audible,1679&sr=1-11&linkCode=sl1&tag=shehan0c-20&linkId=4668f006ab6322b6a7bca2e9246d79e1&language=en_US&ref_=as_li_ss_tl
[7] https://www.amazon.com/Algorithms-4th-Robert-Sedgewick/dp/032157351X?crid=2HPHLQPOCC3UJ&keywords=algorithms&qid=1643309275&s=books&sprefix=algo,stripbooks-intl-ship,734&sr=1-7&linkCode=sl1&tag=shehan0c-20&linkId=a73e1da598fd36bd46e30f30c155ccf9&language=en_US&ref_=as_li_ss_tl
[7] https://www.amazon.com/Algorithm-Design-Manual-Computer-Science/dp/3030542556?crid=2YAV7K6F9FIKR&keywords=algorithms&qid=1643394925&sprefix=algorithm,aps,642&sr=8-6&linkCode=sl1&tag=shehan0c-20&linkId=73adc871b393c712e1c0f3c5527306e0&language=en_US&ref_=as_li_ss_tl
[6] https://www.amazon.com/Algorithms-Design-Solve-Common-Problems/dp/B09PV3T9CH?crid=1JMIC7KH6IYOQ&keywords=algorithms&qid=1643221998&sprefix=algorithm,aps,872&sr=8-41&linkCode=sl1&tag=shehan0c-20&linkId=762b565781570266d16fe6a7bc89165a&language=en_US&ref_=as_li_ss_tl
[5] https://www.amazon.com/Algorithms-to-Live-By-audiobook/dp/B01D24NAL6?crid=2N0WBUV4QPZWW&keywords=algorithms&qid=1643065293&sprefix=algorithms,aps,1499&sr=8-15&linkCode=sl1&tag=shehan0c-20&linkId=2b58fe569f1711b3f8b42d2926164d08&language=en_US&ref_=as_li_ss_tl

Top URLs in Tweet in G5:
[4] https://dane.ac-lyon.fr/spip/Creer-son-Application-Android-a
[4] https://twitter.com/JulienBonnefoy/status/1484606296871559174
[2] https://www.python-lycee.com/
[1] https://www.youtube.com/watch?app=desktop&v=N7vj6gybRmg
[1] http://irem.univ-bpclermont.fr/Activites-cooperatives-en
[1] https://lejournal.cnrs.fr/articles/bricoler-pour-mieux-parler

Top URLs in Tweet in G7:
[3] https://whiterosemaths.com/1-minute-maths
[1] https://cpdschools.theeducationpeople.org/courses/bookings/c_detail.asp?cid=26843&a=1&b=2&c=1&d=26&frompage=event_by_subject.asp

Top URLs in Tweet in G8:
[2] https://m.tiktok.com/v/7058367182937378053.html?_d=secCgwIARCbDRjEFSACKAESPgo8pKkz7EHpcmvwyULzl0u55xcxGeAOavP8aoO9fPu6Lexl%2FgorJ2uKrJMCffhAD%2FDSbrBn2fkQIdB9Jfm%2BGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAA3Z6ZKnA1FSNNaQtPmZjaT21v4DjFaIEH8JsyagC1uVnliCopriiJCRo_az5jsDNp&share_app_id=1233&share_item_id=7058367182937378053&share_link_id=c5ebf1d9-89cb-47fc-b3bb-262ebea07bc0&source=h5_m×tamp=1643469154&u_code=djfc77ifm965l8&user_id=6983653053782852613&utm_campaign=client_share&utm_medium=android&utm_source=copy

Top Domains
Top Domains in Tweet in Entire Graph:
[1525] liberation.fr
[431] amazon.com
[378] twitter.com
[233] youtube.com
[126] co.uk
[120] whatsapp.com
[69] org.uk
[61] decompwlj.com
[59] t.me
[57] t.ly

Top Domains in Tweet in G1:
[19] boloji.com
[12] youtube.com

Top Domains in Tweet in G2:
[1466] liberation.fr
[5] twitter.com
[4] liberteeducation.com
[1] youtube.com
[1] gouv.fr

Top Domains in Tweet in G3:
[61] twitter.com
[59] t.me
[57] t.ly
[57] upscpractice.com
[37] youtube.com
[30] co.uk
[20] whatsapp.com
[18] uwaterloo.ca
[14] braingymjr.com
[9] blogspot.com

Top Domains in Tweet in G4:
[412] amazon.com
[98] whatsapp.com
[61] decompwlj.com
[38] youtube.com
[18] twitter.com
[8] apectory.xyz
[8] behance.net
[7] analyticsindiamag.com
[7] developereconomics.net
[7] com.au

Top Domains in Tweet in G5:
[105] twitter.com
[33] education.fr
[21] liberation.fr
[21] mathador.fr
[15] educarte.fr
[14] hatier-clic.fr
[13] youtube.com
[12] cnrs.fr
[12] wikipedia.org
[10] etude-generale.com

Top Domains in Tweet in G6:
[35] youtube.com
[24] geogebra.org
[10] dare2solve.com
[5] dhimath.org
[4] twitter.com
[3] kewlactiveminds.com
[1] maths.org
[1] liberation.fr

Top Domains in Tweet in G7:
[32] org.uk
[28] twitter.com
[12] pearson.com
[11] co.uk
[10] mathsteacherhub.com
[10] google.com
[7] mailchi.mp
[6] whiterosemaths.com
[6] wixsite.com
[5] theeducationpeople.org

Top Domains in Tweet in G8:
[20] youtube.com
[20] geogebra.org
[18] spotify.com
[17] mailchi.mp
[15] co.uk
[14] wordpress.com
[13] anchor.fm
[12] samebutdifferentmath.com
[12] facebook.com
[6] fiveminutemath.net

Top Domains in Tweet in G9:
[21] adatheshow.com
[8] twitter.com
[6] org.uk
[4] thepeopleshub.org
[4] buzzfeed.com
[3] youtu.be
[3] adathestem.com
[2] youtube.com
[2] inspiringstem.org
[2] goo.gl

Top Domains in Tweet in G10:
[30] liberation.fr
[6] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14532] maths
[3254] essay
[3041] javascript
[2426] python
[2220] homework
[2035] psychology
[1941] chemistry
[1849] assignments
[1683] research
[1679] english



Top Hashtags in Tweet in G1:
[2112] maths
[928] falsehistory
[900] ncert
[900] newton
[900] galileo
[900] cavalieri
[900] madhava
[253] leibniz

Top Hashtags in Tweet in G2:
[1495] maths
[5] lycee
[4] blanquerment
[4] greve27janvier
[4] planmaths
[3] ecole
[3] egalite
[3] sciences
[3] reformedulycee
[2] reforme

Top Hashtags in Tweet in G3:
[1684] maths
[309] biology
[282] essay
[269] english
[258] physics
[254] history
[242] chemistry
[221] psychology
[182] statistics
[180] online

Top Hashtags in Tweet in G4:
[4835] maths
[2939] javascript
[2865] essay
[2386] python
[1909] homework
[1621] chemistry
[1610] assignments
[1597] psychology
[1472] research
[1429] 100daysofcode

Top Hashtags in Tweet in G5:
[616] maths
[79] concours
[78] prepa
[61] prepahec
[40] planning
[27] geomview
[26] culture
[25] mathematiques
[24] weekend
[21] mathador

Top Hashtags in Tweet in G6:
[447] maths
[351] math
[213] iteachmath
[210] mtbos
[83] support
[54] geometry
[53] teachers
[51] thinking
[49] mathteachers
[49] donate

Top Hashtags in Tweet in G7:
[241] maths
[24] mathschat
[22] eyfs
[19] edutwitter
[16] mathscpdchat
[14] gcse
[14] school
[10] therightangle
[10] mathsteacher
[10] mathstutor

Top Hashtags in Tweet in G8:
[374] maths
[156] math
[153] edtech
[150] stem
[140] mtbos
[138] iteachmath
[120] mathisfun
[81] edchat
[77] mathteacher
[76] mathchat

Top Hashtags in Tweet in G9:
[77] maths
[28] adasarmy
[26] art
[22] stem
[22] womeninstem
[21] adalovelace
[15] steam
[14] computers
[14] science
[13] manchester

Top Hashtags in Tweet in G10:
[167] maths
[101] blanquerment
[99] enseignants
[96] mathematiques
[96] augmentetonprof
[15] onestmal
[4] reformelycee
[2] langues
[1] salaires
[1] enseignant

Top Words
Top Words in Tweet in Entire Graph:
[14719] #maths
[3353] dm
[3254] #essay
[3130] calculus
[3066] #javascript
[3063] texts
[2977] pay
[2441] #python
[2221] #homework
[2194] due

Top Words in Tweet in G1:
[3019] calculus
[3009] texts
[2112] #maths
[1856] formula
[1659] series
[1181] falsely
[1181] called
[1181] cultural
[1181] foundations
[1172] newton

Top Words in Tweet in G2:
[1495] #maths
[1482] lycée
[1473] jmblanquer
[1470] réforme
[1467] terminale
[1466] système
[1465] filles
[1464] par
[1463] drastiquement
[1463] diminué

Top Words in Tweet in G3:
[1683] #maths
[687] pay
[564] due
[515] english
[461] proposals
[425] assignments
[418] anatomy
[409] dm
[368] help
[359] homework

Top Words in Tweet in G4:
[4924] #maths
[2964] #javascript
[2866] #essay
[2623] dm
[2401] #python
[2125] pay
[1910] #homework
[1633] #programming
[1622] #chemistry
[1610] #assignments

Top Words in Tweet in G5:
[616] #maths
[133] lycée
[97] sont
[88] mathématiques
[79] #concours
[78] #prepa
[77] par
[70] aux
[69] c'est
[67] maths

Top Words in Tweet in G6:
[485] #maths
[351] #math
[213] #iteachmath
[210] #mtbos
[124] theorem
[86] #support
[76] based
[74] pythagorean
[55] #geometry
[53] #teachers

Top Words in Tweet in G7:
[246] #maths
[54] maths
[36] looking
[34] teaching
[30] whiterosemaths
[24] #mathschat
[23] ncetm
[22] questions
[22] great
[22] #eyfs

Top Words in Tweet in G8:
[398] #maths
[166] #edtech
[159] #math
[151] #stem
[142] #mtbos
[141] #iteachmath
[123] #mathisfun
[92] #edchat
[85] #science
[79] #education

Top Words in Tweet in G9:
[80] #maths
[36] adatheshow
[31] zophilpott
[31] #adasarmy
[26] #art
[22] #stem
[22] #womeninstem
[21] #adalovelace
[20] cathyconneff
[19] ada

Top Words in Tweet in G10:
[167] #maths
[155] lycée
[111] quel
[110] sont
[106] maths
[101] #blanquerment
[100] manque
[98] d'#enseignants
[97] bac
[96] d'angoulême

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2082] calculus,texts
[1570] réforme,lycée
[1545] #maths,terminale
[1543] spécialité,#maths
[1541] choisissant,spécialité
[1540] filles,choisissant
[1514] drastiquement,diminué
[1514] ancien,système
[1513] diminué,nombre
[1513] celles,choisissaient

Top Word Pairs in Tweet in G1:
[2081] calculus,texts
[1181] cultural,foundations
[928] brahmagupta,7th
[928] 7th,critiqued
[928] critiqued,aryabhata
[928] aryabhata,used
[928] used,quadratic
[928] quadratic,interpolation
[928] interpolation,formula
[928] formula,forward

Top Word Pairs in Tweet in G2:
[1464] #maths,terminale
[1463] réforme,lycée
[1463] lycée,jmblanquer
[1463] jmblanquer,drastiquement
[1463] drastiquement,diminué
[1463] diminué,nombre
[1463] nombre,filles
[1463] filles,choisissant
[1463] choisissant,spécialité
[1463] spécialité,#maths

Top Word Pairs in Tweet in G3:
[261] english,#maths
[261] #maths,excel
[257] excel,geography
[252] physics,essays
[252] essays,mechanics
[252] mechanics,english
[250] proposals,anatomy
[243] geography,assignments
[233] anatomy,physics
[227] assignments,english

Top Word Pairs in Tweet in G4:
[822] #assignments,#homework
[808] #psychology,#sociology
[781] #essay,due
[773] #python,dm
[749] #maths,#english
[746] #essay,#assignments
[745] #programming,#javascript
[743] hmu,#essay
[741] #sociology,#chemistry
[741] #javascript,#c

Top Word Pairs in Tweet in G5:
[51] #maths,lycée
[44] lycée,profs
[44] profs,catastrophe
[44] catastrophe,volume
[44] volume,horaire
[44] horaire,global
[44] global,baissé
[44] baissé,18
[44] 18,grande
[44] grande,réussite

Top Word Pairs in Tweet in G6:
[339] #math,#maths
[210] #mtbos,#iteachmath
[208] #iteachmath,#math
[124] theorem,#mtbos
[74] based,pythagorean
[74] pythagorean,theorem
[50] thales's,theorem
[49] #mathteachers,#donate
[49] #donate,#follow
[49] #follow,#support

Top Word Pairs in Tweet in G7:
[15] #maths,#mathschat
[12] #eyfs,#maths
[12] #mathschat,#mathscpdchat
[11] february,2022
[10] #mathsteacher,#mathstutor
[10] come,group
[10] group,meeting
[10] meeting,finalising
[10] finalising,planning
[10] planning,free

Top Word Pairs in Tweet in G8:
[88] #mtbos,#iteachmath
[56] #k12,#maths
[55] #edchat,#edtech
[51] #iteachmath,#mathisfun
[50] #iteachmath,#mtbos
[49] #math,#maths
[48] #education,#edchat
[48] #edtech,#science
[48] #science,#k12
[48] #maths,#goals

Top Word Pairs in Tweet in G9:
[16] ada,lovelace
[14] #art,#maths
[10] #maths,#artdayeveryday
[10] #maths,#womeninstem
[9] years,before
[9] #maths,#stem
[8] mathsedideas,adatheshow
[8] adatheshow,zophilpott
[8] zophilpott,cathyconneff
[8] cathyconneff,#adasarmy

Top Word Pairs in Tweet in G10:
[96] lycée,d'angoulême
[96] d'angoulême,élèves
[96] élèves,seconde
[96] seconde,ont
[96] ont,eu
[96] eu,moins
[96] moins,10h
[96] 10h,#maths
[96] #maths,depuis
[96] depuis,septembre

Top Replied-To
Top Replied-To in Entire Graph:
@essayandassign
@tutorkelvin
@assignmentande1
@mathsedideas
@daveterry44
@tyrower
@akellyucc
@sciences_ecole

Top Replied-To in G2:
@libe
@jmblanquer

Top Replied-To in G3:
@laylathewriter1
@y4ops

Top Replied-To in G4:
@essayandassign
@tutorkelvin
@assignmentande1
@tutorowen
@petejacksongmp
@sammiimarriiee
@becheesin_143

Top Replied-To in G5:
@denisrothroth
@sebplanchenault
@nsi_xyz
@maths78jl
@jmblanquer
@education_gouv
@nathsurlenet
@ctorossian_off
@roger_mansuy

Top Replied-To in G7:
@letsgetplayful
@berniewestacott
@galleyh_maths
@accomplishedu
@bogaloboll

Top Replied-To in G8:
@coombesheadnst
@pwharris
@benjamin_leis
@ilove2teachmath

Top Replied-To in G9:
@mathsedideas
@daveterry44
@tyrower
@plantswatch1
@marshacollier
@adatheshow
@thepeopleshubuk
@thepeopleshubun
@lovefoodlifego

Top Replied-To in G10:
@debatdecole1
@mathsrouge
@homeychristian

Top Mentioned
Top Mentioned in Entire Graph:
@jmblanquer
@writershub_101
@writershub92
@bestessayassig1
@custompapers13
@stylos_les
@academics_real3
@academics_real6
@expowriters
@academics_real

Top Mentioned in G2:
@jmblanquer
@2022avechidalgo
@libe

Top Mentioned in G3:
@essayassignpros
@online_tutor3
@best_helper10
@superbservices1
@expertwriter23
@expertshonest
@qualitywriter25
@legitonlinewri1
@superiorquali14
@elitewriter13

Top Mentioned in G4:
@writershub_101
@writershub92
@bestessayassig1
@custompapers13
@academics_real3
@academics_real6
@expowriters
@academics_real
@academics_real4
@academics_real2

Top Mentioned in G5:
@eduscol
@jmblanquer
@apmep_nat
@villanicedric
@education_gouv
@ctorossian_off
@sebplanchenault
@accreteil
@franceinter
@libe

Top Mentioned in G6:
@dare2solve
@bradshonk
@juanpv_78
@globalmathproj
@dhimath_india
@math26039335
@sybermath
@geogebra
@howie_hua
@srjmathspoint

Top Mentioned in G7:
@whiterosemaths
@ncetm
@nrichmaths
@mathshubs
@ncetmsecondary
@mr_woods_maths
@miss_mathsgeek
@eytagteam
@juliesarama
@dhclements

Top Mentioned in G8:
@geogebra
@bancoche
@challonercfs
@looneymath
@jpamdg
@nowpressplay
@mercycollege
@graspablemath
@canvaslms
@pringles

Top Mentioned in G9:
@adatheshow
@zophilpott
@cathyconneff
@ddr333
@googleexpertuk
@eraseallkittens
@tamaramccleary
@mrsedithrigby
@inspiringstem_n
@hibowardere

Top Mentioned in G10:
@stylos_les
@jmblanquer
@corinnecadoret
@franceinter
@profsansfiltre

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@streamerwall
@cybersec_feeds
@chidambara09
@streamer_boost
@xaelbot
@codedailybot
@judehaste_write
@javascriptd
@maria_andy2

Top Tweeters in G1:
@_dharam_vir
@panjanya3
@muraliks_11
@172263bff5c8473
@lohana1983
@peepal59
@kalisbrood
@senag23
@abhijeetkum
@tejay29

Top Tweeters in G2:
@maria_andy2
@m2bliquis
@_redfrog
@lunace2pama
@radiolondres6
@dorimene2
@maisonvaleria
@kitri1
@pouceopposable
@jejeparis

Top Tweeters in G3:
@eddie7757
@sebastiennel
@netdatabiz
@nakkheeranweb
@thetwitdev
@devilbasil
@n95i
@adrianfarrellat
@247nigeria
@homesatmetacoda

Top Tweeters in G4:
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@aaroncuddeback
@ipythonistabot
@discovertech3
@coder_487
@jfsebastian146

Top Tweeters in G5:
@concourstwittos
@europe1
@lemondefr
@ledauphine
@lesguer_lionel
@franceinfo
@kristieperles
@cafepedagogique
@christiandomine
@nathounut

Top Tweeters in G6:
@streamerwall
@streamer_boost
@wwwanpaus
@animesh1977
@realdrcollision
@411emilio
@breizh2008
@yukinari230
@ejamshed
@p_f_lherisson_

Top Tweeters in G7:
@sue_cowley
@mrefinch
@natures_voice
@missradders
@greeborunner
@swailesruth
@jeaned70
@robertf23004448
@dr_pam_jarvis
@thepetitioner

Top Tweeters in G8:
@sectest9
@cybersecurityn8
@100xcode
@robotproud
@reartistron
@achyutha
@stem_nastics
@maperez324
@scalarhumanity
@robotconsumer

Top Tweeters in G9:
@googleexpertuk
@andreat2303
@lilachbullock
@marshacollier
@drumeshprabhu
@cheekyvimto13
@sawyerandrew
@wendyeslater
@nowthisnews
@theinquisitr

Top Tweeters in G10:
@inachiveg
@torrox4
@costes13
@mistercreek
@ostff
@sillon03
@nushfoul
@paflaragepaf
@lemonpast
@corinnecadoret