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
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 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 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 in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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