scienceteacher, Twitter, 8/13/2022 1:04:38 AM, 279940


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scienceteacher_2022-08-12_17-55-12.xlsx
scienceteacher_2022-08-12_17-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
scienceteacher via NodeXL https://bit.ly/3zWsHET
@paul_sciteach
@this0499154500
@peelermrs
@educationbnb
@donorschoose
@heat66195600
@sciencebuddies
@garym
@jakemillertech
@myscienceboutiq

Top hashtags:
#scienceteacher
#science
#stem
#teacher
#reciprocalreading

Description:
Description
The graph represents a network of 1,579 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 August 2022 at 00:58 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 102-day, 15-hour, 25-minute period from Sunday, 01 May 2022 at 07:20 UTC to Thursday, 11 August 2022 at 22:45 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 : 1579
Unique Edges : 942
Edges With Duplicates : 2866
Total Edges : 3808
Number of Edge Types : 5
Tweet : 936
Mentions : 609
Retweet : 941
MentionsInRetweet : 1188
Replies to : 134
Self-Loops : 956
Reciprocated Vertex Pair Ratio : 0.0608108108108108
Reciprocated Edge Ratio : 0.114649681528662
Connected Components : 394
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 571
Maximum Edges in a Connected Component : 1735
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.374379
Graph Density : 0.000630101514571399
Modularity : 0.419262
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,579 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 August 2022 at 00:58 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 102-day, 15-hour, 25-minute period from Sunday, 01 May 2022 at 07:20 UTC to Thursday, 11 August 2022 at 22:45 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 : GraphServerTwitterSearch
Graph Term : scienceteacher
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:
[73] https://www.amazon.com/hz/wishlist/ls/2BBCTGBBI7FOP?ref_=wl_share
[14] https://www.coresciences.co.uk/
[14] https://www.donorschoose.org/project/flexible-seating-for-better-focus/6508528/?utm_source=dc&utm_medium=directlink&utm_campaign=project&utm_term=teacher_8494629&rf=directlink-dc-2022-07-project-teacher_8494629&challengeid=21963281
[12] https://www.shorturl.at/eqF47
[11] https://www.goodnewsnetwork.org/
[10] https://www.amazon.com/hz/wishlist/ls/4KRUU1PJIFLB/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=d9c4bee1812a01ff935f32a72e5ea030&language=en_US
[9] https://myscienceboutique.com/product/earth-pattern-socks/
[9] https://www.flinnsci.com/cleaning-with-charcoal---turning-grape-juice-into-water/dc10828/
[9] https://www.amazon.com/dp/B0B6D647WQ?psc=1&ref_=cm_sw_r_cp_ud_dp_W7X1NC4M6GCM1AQH70VC
[9] https://www.eltrust.org/careers

Top URLs in Tweet in G1:
[14] https://www.coresciences.co.uk/
[9] https://www.amazon.com/dp/B0B6D647WQ?psc=1&ref_=cm_sw_r_cp_ud_dp_W7X1NC4M6GCM1AQH70VC
[6] https://www.etsy.com/listing/696099120
[4] https://www.etsy.com/listing/688207298/vintage-what-makes-popcorn-pop-paperback?ref=shop_home_active_193&frs=1
[4] https://www.etsy.com/listing/870248037/stem-teachers-gift-steminist-science
[2] https://smorescience.com/newsletter
[2] https://www.amazon.com/hz/wishlist/ls/2WJQOK5DAF046?ref_=wl_share
[2] https://www.amazon.com/hz/wishlist/ls/2YUPWDZSMXIK?ref_=wl_share
[2] https://www.iblossomllc.com/
[2] https://www.teacherspayteachers.com/Store/Mammoth-Science

Top URLs in Tweet in G2:
[1] https://drive.google.com/file/d/1v-RNNQjyQcj61bi4jiuF3ljVeqz2tW_F/view?usp=sharing
[1] https://twitter.com/missgeog92/status/1555157224804204549
[1] https://www.tes.com/teaching-resource/resource-12673429
[1] https://drive.google.com/drive/folders/1m6HnbHhnXLYXlmzxVeoe-qC-hZQ5Cubu?usp=sharing
[1] https://twitter.com/DrJudeBurrows/status/1545075523163983872
[1] https://twitter.com/HoyleDoc/status/1548073829565493253
[1] https://edu.rsc.org/education-research/improve-students-scientific-literacy-through-inquiry/4015687.article
[1] https://edu.rsc.org/cpd/teaching-energy-and-change-post-16/4015925.article

Top URLs in Tweet in G3:
[73] https://www.amazon.com/hz/wishlist/ls/2BBCTGBBI7FOP?ref_=wl_share
[3] https://www.amazon.com/hz/wishlist/ls/1VGQH8SGSB68C?ref_=wl_share
[1] https://www.amazon.com/hz/wishlist/ls/1HY2CYNCENA8W?ref_=wl_share
[1] https://www.donorschoose.org/project/flexible-seating-for-better-focus/6508528/?utm_source=dc&utm_medium=directlink&utm_campaign=project&utm_term=teacher_8494629&rf=directlink-dc-2022-07-project-teacher_8494629&challengeid=21963281
[1] https://twitter.com/MrsHerrera_Sci/status/1549268343550509057
[1] https://twitter.com/mrsherrera_sci/status/1548534042789924871

Top URLs in Tweet in G4:
[9] https://www.flinnsci.com/cleaning-with-charcoal---turning-grape-juice-into-water/dc10828/
[6] https://www.sciencebuddies.org/blog/make-believe-stem-pirates?from=TW
[5] https://www.flinnsci.com/iodized-salt/dc10627/
[5] https://www.flinnsci.com/fruit-floats/dc10319/
[4] https://www.sciencebuddies.org/blog/make-believe-stem-unicorns?from=TW
[3] https://www.sciencebuddies.org/stem-activities/wearables-LED-temporary-tattoo?from=TW
[3] http://www.k12prospects.com/LP/A-B-Testing/Good-Better-Best-It-Is-All-About-An-Effective-A-B-Marketing-Test.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=a-b-testing&utm_content=textlink
[2] https://www.sciencebuddies.org/blog/may4-star-wars-stem?from=TW
[2] https://www.sciencebuddies.org/teacher-resources/lesson-plans/covid-variants?from=TW
[2] https://www.sciencebuddies.org/blog/scientific-method-examples-for-teachers?from=TW

Top URLs in Tweet in G5:
[13] https://www.donorschoose.org/project/flexible-seating-for-better-focus/6508528/?utm_source=dc&utm_medium=directlink&utm_campaign=project&utm_term=teacher_8494629&rf=directlink-dc-2022-07-project-teacher_8494629&challengeid=21963281
[10] https://www.amazon.com/hz/wishlist/ls/4KRUU1PJIFLB/ref=as_li_ss_tl?ref_=wl_share&linkCode=sl2&tag=thetickler0a-20&linkId=d9c4bee1812a01ff935f32a72e5ea030&language=en_US
[3] https://donorschoose.org/project/seatin
[1] https://www.amazon.com/hz/wishlist/ls/2CPZ59DJ0K9CQ?ref_=wl_share
[1] https://www.donorschoose.org/project/seating-for-teamwork/6471272/?challengeid=21619335
[1] https://www.donorschoose.org/project/back-to-school-storage-solutions/6597562/?challengeid=21390080
[1] https://twitter.com/brittsciteach17/status/1554256733870211073
[1] https://www.donorschoose.org/project/jot-it-down-in-science-notebooks/6520246/?utm_source=dc&utm_medium=directlink&utm_campaign=project&utm_term=donor_2933657&rf=directlink-dc-2022-07-project-donor_2933657
[1] https://www.amazon.com/hz/wishlist/ls/3DUFW8ZSDWB24?ref_=wl_share
[1] https://www.amazon.com/hz/wishlist/ls/2C83566MR7SFC?ref_=wl_share

Top URLs in Tweet in G6:
[7] https://www.edvotek.com/origami-organelles
[3] https://origamiorganelles.com/
[3] https://origamiorganelles.com/collections/chemistry
[3] https://origamiorganelles.com/collections/earth-science/products/global-wind-patterns
[2] https://origamiorganelles.com/collections/earth-science/products/estuaries
[2] https://origamiorganelles.com/collections/environmental-science/products/water-cycle
[2] https://origamiorganelles.com/collections/earth-science
[2] https://origamiorganelles.com/collections/physics/products/structure-of-the-sun
[2] https://origamiorganelles.com/collections/earth-science/products/rock-cycle
[1] https://thesciencebank.org/pages/online-dissection-resources#shark

Top URLs in Tweet in G7:
[8] https://myscienceboutique.com/product/earth-pattern-socks/
[4] https://myscienceboutique.com/product/uranus-planet-pattern-socks/
[4] https://myscienceboutique.com/product/pi-the-never-ending-story-physics-science-soft-sweatshirt/
[3] https://myscienceboutique.com/product/tote-bag-sahara-desert/
[3] https://www.iwasakid.com/
[3] https://myscienceboutique.com/product/jupiter-planet-pattern-socks/
[3] https://myscienceboutique.com/product/trendy-science-socks-pi-math-design/
[3] https://myscienceboutique.com/product/venus-planet-pattern-socks/
[3] https://myscienceboutique.com/product/neptune-planet-pattern-socks/
[3] https://myscienceboutique.com/product/tote-bag-haeckel_actiniae/

Top URLs in Tweet in G8:
[3] https://teachyc.co.uk/teacher-of-maths-science/
[3] https://teachyc.co.uk/head-of-science/
[2] https://danshayscience.com/f/planning-for-project-based-learning-in-science
[2] https://www.instagram.com/accounts/login/?next=/p/CdvIF58r8sY/
[1] https://www.donorschoose.org/project/scientists-and-stories/6506900/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_2514666&rf=twitter-dc-2022-06-project-teacher_2514666&challengeid=20472047&%24web_only=true&_branch_match_id=link-1065286537049158924
[1] https://www.donorschoose.org/project/scientists-and-stories/6506900/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=unknown&rf=twitter-dc-2022-08-project-unknown&%24web_only=true&_branch_match_id=link-1085545645437704685
[1] https://www.donorschoose.org/project/scientists-and-stories/6506900/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_2514666&rf=twitter-dc-2022-08-project-teacher_2514666&challengeid=20472047&%24web_only=true&_branch_match_id=link-1085641050297031566
[1] https://www.amazon.com/hz/wishlist/ls/2YRLTI7VO1YK4/?ref_=lol_ov_le&filter=unpurchased&sort=default&viewType=grid#list-settings_1657558895527
[1] https://danshayscience.com/
[1] https://twitter.com/edutopia/status/1557046296648769538

Top URLs in Tweet in G9:
[1] https://twitter.com/Fischblog/status/1542893506292846593?s=20&t=0mVlVXwc47VsnulVmT0MuA

Top Domains
Top Domains in Tweet in Entire Graph:
[134] amazon.com
[97] myscienceboutique.com
[64] co.uk
[61] twitter.com
[48] origamiorganelles.com
[44] sciencebuddies.org
[44] teacherspayteachers.com
[33] flinnsci.com
[32] instagram.com
[32] etsy.com

Top Domains in Tweet in G1:
[31] co.uk
[24] amazon.com
[18] twitter.com
[18] etsy.com
[17] instagram.com
[10] google.com
[5] youtube.com
[3] initialrecruitment.com
[3] aplitrak.com
[3] teacherspayteachers.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] google.com
[2] rsc.org
[1] tes.com

Top Domains in Tweet in G3:
[77] amazon.com
[2] twitter.com
[1] donorschoose.org

Top Domains in Tweet in G4:
[44] sciencebuddies.org
[33] flinnsci.com
[5] browndoggadgets.com
[4] youtube.com
[4] edutopia.org
[3] k12prospects.com
[2] twitter.com
[1] analog.com
[1] programmingelectronics.com
[1] thetrendyscienceteacher.com

Top Domains in Tweet in G5:
[20] donorschoose.org
[15] amazon.com
[2] twitter.com
[1] wardsci.com

Top Domains in Tweet in G6:
[48] origamiorganelles.com
[7] edvotek.com
[5] twitter.com
[2] thesciencebank.org
[2] myscienceboutique.com
[1] allaboutbirds.org
[1] zohopublic.com
[1] facebook.com
[1] theguardian.com
[1] newpathlearning.com

Top Domains in Tweet in G7:
[94] myscienceboutique.com
[5] etsy.com
[3] iwasakid.com
[2] page.link
[2] edu.au

Top Domains in Tweet in G8:
[6] co.uk
[4] twitter.com
[4] instagram.com
[3] donorschoose.org
[3] danshayscience.com
[1] amazon.com
[1] myscienceboutique.com
[1] youtube.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1407] scienceteacher
[316] science
[216] stem
[123] teacher
[117] reciprocalreading
[112] clearthelist
[89] scienceteaching
[88] teachertwitter
[77] scienceactivities
[76] teaching



Top Hashtags in Tweet in G1:
[299] scienceteacher
[71] science
[24] teacher
[24] stem
[21] stemeducation
[19] gcsescience
[16] scienceiscool
[14] scienceteachers
[13] chemistry
[12] teachertwitter

Top Hashtags in Tweet in G2:
[116] reciprocalreading
[62] scienceclub
[12] scienceteacher
[5] edutwitter
[2] chatchemistry
[1] science
[1] literacy
[1] reading
[1] teachingresources
[1] sciencedisplay

Top Hashtags in Tweet in G3:
[81] scienceteacher
[76] clearthelist
[49] clearthelists
[37] teachertwitter
[3] middleschoolteacher
[3] iteach6th
[3] iteach7th
[3] iteach8th
[2] witeacher
[2] teachertip

Top Hashtags in Tweet in G4:
[115] scienceteacher
[65] stem
[17] familyscience
[16] sciencefair
[15] summerscience
[15] scienceed
[12] homeschool
[12] scichat
[11] science
[9] youtube

Top Hashtags in Tweet in G5:
[40] scienceteacher
[14] clearthelist
[9] science
[8] donorschoose
[7] ohio
[5] teachertwitter
[4] middleschool
[4] formystudents
[3] magentamagic
[3] ohiostate

Top Hashtags in Tweet in G6:
[87] scienceteacher
[26] science
[19] stem
[18] biology
[18] geographyteacher
[15] geography
[14] nsta22
[14] sciencetwitter
[14] anatomy
[14] biologyteacher

Top Hashtags in Tweet in G7:
[105] science
[100] scienceteacher
[82] stem
[74] phd
[69] fashion
[52] sciencestudent
[50] myscienceboutique
[44] scicomm
[44] scicom
[44] lovescience

Top Hashtags in Tweet in G8:
[39] scienceteacher
[12] edutwitter
[6] teacher
[6] stem
[6] science
[5] teachers
[5] clearthelists
[5] jobsearch
[4] teachertwitter
[4] education

Top Hashtags in Tweet in G9:
[1] querdullissohohl

Top Hashtags in Tweet in G10:
[30] motivationalthought
[1] motivation
[1] scienceteacher
[1] biology

Top Words
Top Words in Tweet in Entire Graph:
[1406] #scienceteacher
[659] science
[318] #science
[259] teacher
[231] students
[216] #stem
[204] school
[196] help
[179] paul_sciteach
[168] create

Top Words in Tweet in G1:
[298] #scienceteacher
[135] science
[71] #science
[63] teacher
[51] school
[34] teachers
[32] year
[31] students
[29] more
[26] looking

Top Words in Tweet in G2:
[176] paul_sciteach
[117] people
[116] few
[116] requests
[116] #reciprocalreading
[116] sheets
[116] decided
[116] easier
[116] create
[116] google

Top Words in Tweet in G3:
[93] 8th
[86] excited
[82] help
[81] #scienceteacher
[76] appreciated
[76] #clearthelist
[59] graders
[57] prepare
[57] classroom
[57] group

Top Words in Tweet in G4:
[115] #scienceteacher
[65] #stem
[60] science
[53] make
[52] flinnscientific
[30] students
[29] free
[28] sciencebuddies
[23] paper
[22] activity

Top Words in Tweet in G5:
[40] #scienceteacher
[37] help
[34] project
[31] support
[31] teacher
[30] donorschoose
[29] students
[24] amazon
[21] school
[20] science

Top Words in Tweet in G6:
[87] #scienceteacher
[41] model
[37] paper
[27] science
[26] #science
[21] students
[20] visit
[19] #stem
[18] #biology
[18] #geographyteacher

Top Words in Tweet in G7:
[105] #science
[102] website
[100] #scienceteacher
[85] science
[82] #stem
[74] #phd
[69] #fashion
[52] #sciencestudent
[50] #myscienceboutique
[44] #scicomm

Top Words in Tweet in G8:
[38] #scienceteacher
[21] science
[17] school
[12] #edutwitter
[11] students
[10] appoint
[9] classroom
[8] time
[8] next
[7] teach

Top Words in Tweet in G9:
[24] scienceteacher
[12] science63424214
[10] _martinhagen
[9] frau_lange
[9] br24
[9] francislreid
[8] mumisthebest2
[8] principal
[5] put
[5] writing

Top Words in Tweet in G10:
[90] र
[90] त
[90] ज
[60] ड
[60] ग
[60] म
[60] फ
[59] amrita204
[30] biology_queen_as
[30] थ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[120] science,teacher
[117] few,requests
[117] requests,#reciprocalreading
[117] #reciprocalreading,sheets
[117] sheets,people
[117] people,decided
[117] decided,easier
[117] easier,create
[117] create,google
[116] paul_sciteach,few

Top Word Pairs in Tweet in G1:
[38] science,teacher
[32] #science,#scienceteacher
[12] #stemforkids,#iteach345
[12] #iteach345,#iteach456
[12] #iteach456,#scienceteacher
[12] #scienceteacher,#scienceteachers
[11] science,teachers
[11] #seedstosteam,#iteach
[11] #iteach,#iteachtoo
[11] #iteachtoo,#stemeducation

Top Word Pairs in Tweet in G2:
[116] few,requests
[116] requests,#reciprocalreading
[116] #reciprocalreading,sheets
[116] sheets,people
[116] people,decided
[116] decided,easier
[116] easier,create
[116] create,google
[115] paul_sciteach,few
[115] google,drive

Top Word Pairs in Tweet in G3:
[74] help,appreciated
[71] appreciated,#clearthelist
[59] 8th,graders
[57] excited,prepare
[57] prepare,classroom
[57] classroom,group
[57] group,8th
[47] #clearthelist,#clearthelists
[47] #clearthelists,#scienceteacher
[35] create,safe

Top Word Pairs in Tweet in G4:
[20] paper,circuits
[13] science,buddies
[13] part,make
[12] science,collection
[12] checked,free
[12] free,getting
[12] getting,started
[12] started,paper
[12] circuits,ebook
[12] ebook,full

Top Word Pairs in Tweet in G5:
[18] project,help
[18] help,support
[18] two,years
[18] years,virtual
[18] virtual,learning
[18] learning,students
[18] students,need
[18] need,communication
[17] communication,interaction
[16] interaction,project

Top Word Pairs in Tweet in G6:
[28] paper,model
[13] #biology,#scienceteacher
[11] #science,#lifesciences
[11] #scienceteacher,#biologyteacher
[10] #anatomy,#biology
[9] #lifesciences,#anatomy
[9] origami,organelles
[9] #geography,#geographyteacher
[9] paper,models
[8] #humanescience,#humaneeducation

Top Word Pairs in Tweet in G7:
[85] website,#science
[51] #science,#sciencestudent
[44] #sciencestudent,#scienceteacher
[44] #scienceteacher,#stem
[44] #stem,#scicom
[43] #sciencetwitter,#academictwitter
[42] #academictwitter,#gradschool
[38] #lovescience,#phd
[36] #science,#fashion
[36] #fashion,#socks

Top Word Pairs in Tweet in G8:
[6] eskdale,school
[6] school,eskdale_school
[6] eskdale_school,seeking
[6] seeking,appoint
[6] appoint,inspirational
[6] inspirational,head
[6] head,science
[6] science,passion
[6] passion,accelerating
[5] #scienceteacher,#edutwitter

Top Word Pairs in Tweet in G9:
[9] frau_lange,_martinhagen
[9] _martinhagen,br24
[9] br24,scienceteacher
[8] mumisthebest2,francislreid
[7] francislreid,scienceteacher
[5] science63424214,frau_lange
[4] nanaimadiamond,frau_lange
[4] raevennz,mumisthebest2
[3] principal,fob
[2] scienceteacher,follow

Top Word Pairs in Tweet in G10:
[60] म,फ
[60] फ,र
[30] biology_queen_as,थ
[30] थ,ड
[30] ड,ड
[30] ड,ब
[30] ब,ग
[30] ग,मगर
[30] मगर,म
[30] र,त

Top Replied-To
Top Replied-To in Entire Graph:
@science63424214
@nanaimadiamond
@misspin5th
@msc_baeshore
@kenneth05573211
@kw_sagan
@bigfalcon1
@iteach2motivate
@weepro83
@ashleymesser11

Top Replied-To in G3:
@kw_sagan
@kenneth05573211
@msc_baeshore
@iteach2motivate
@amazon
@robstobs
@ashleymesser11
@weepro83
@steelcityhelps
@trojanart723

Top Replied-To in G5:
@misspin5th
@letsplayprek
@ihadztotweet
@plugable
@kkirtley26
@priscillablock
@cantu_loera
@heather28savage
@steelcityhelps

Top Replied-To in G8:
@brooktroutbob
@melrgarrett
@drbradjohnson
@lisarnnrgrl

Top Replied-To in G9:
@science63424214
@nanaimadiamond
@bigfalcon1
@raevennz
@mumisthebest2
@francislreid
@systemanalysen

Top Mentioned
Top Mentioned in Entire Graph:
@paul_sciteach
@flinnscientific
@amazon
@myscienceboutiq
@donorschoose
@peelermrs
@sciencebuddies
@amrita204
@wilkinson_stem
@browndoggadgets

Top Mentioned in G1:
@pburkevt
@benking01
@jennypeek

Top Mentioned in G2:
@paul_sciteach
@drjudeburrows
@fabdisalvo
@wbtourlondon
@rsc_cerp
@mrts_nqts
@mrsbbiology24
@rsc_eic

Top Mentioned in G3:
@peelermrs
@amazon
@donorschoose
@jarpad
@mamabeargant
@robstobs
@kenneth05573211
@kw_sagan
@katieburk07
@iteach2motivate

Top Mentioned in G4:
@flinnscientific
@sciencebuddies
@browndoggadgets
@redpenblackpen
@edutopia
@2seetheglobe
@instructables
@jdeinhammer
@k12prospects
@reneewellssteam

Top Mentioned in G5:
@donorschoose
@amazon
@marshmiddles
@mrsbadesso
@mrs_furr25
@support_a_teach
@wardsscience
@furryfriendsdc
@mrsteacher2you
@misspin5th

Top Mentioned in G6:
@nsta
@animalearn
@origamicells
@edvotek
@myscilife
@tnsta
@mergevr
@mergeedu
@nen6thgrade
@tnteachnhike

Top Mentioned in G7:
@myscienceboutiq
@qut
@facts_reasons
@elinapfister
@b
@jonterlee
@marco_garbelli
@iwasakidsteam
@doodlebugkry
@thecalc_chemist

Top Mentioned in G8:
@eskdale_school
@heat66195600
@teachyorkscoast
@letterspresci
@cc_whitby
@donorschoose
@lessontoolbox
@hookean1
@sciencebuddies
@pedavogy

Top Mentioned in G9:
@scienceteacher
@_martinhagen
@frau_lange
@br24
@francislreid
@mumisthebest2
@raevennz
@oliverbeige
@shark12461
@prof_freedom

Top Mentioned in G10:
@amrita204

Top Tweeters
Top Tweeters in Entire Graph:
@codewithtwitchi
@education_24x7
@johnapp63499667
@jvozsol
@tmobile
@ericmoo91919605
@botfemale
@nomoreslaves
@eco1start
@reveal_house

Top Tweeters in G1:
@woodentek
@elizawallace27
@benking01
@emirats_fr
@quietlionness
@lupieteacher
@jobs2apply4
@rolat
@historycomics
@ernestoingen

Top Tweeters in G2:
@alwayslearnweb
@rosepillay1
@moms4edfreedom
@1in5advocacy
@quarecuttie
@headofenglish
@wbtourlondon
@reelresearch
@hodandheart
@mel_mwicks

Top Tweeters in G3:
@tmobile
@terrillcharming
@nplace1
@honda
@nicholasferroni
@mrmikemtl
@brianuft
@kathygriffin
@authorjwiller
@meordapme_

Top Tweeters in G4:
@scalarhumanity
@robotconsumer
@irasocol
@markj_ohnson
@jc_james_clark
@scas
@garym
@imsouthern
@edutopia
@toyota

Top Tweeters in G5:
@lang51b
@craignewmark
@dhof60
@ihadztotweet
@mrsoteachesk
@cheetahkisses_
@teacherscare101
@techysaavy
@sandrain2nd
@teacher_tattles

Top Tweeters in G6:
@stem_ai
@kmichellehowell
@valda_varadinek
@nsta
@amnh
@plantletculture
@nasobot
@ngss_tweeps
@arduino
@thease

Top Tweeters in G7:
@botfemale
@b0tsci
@hart_engel
@scicommbot
@workingbnb
@jayaisales
@wull_clothes
@educationsdotpk
@nftshirts1
@doodlebugkry

Top Tweeters in G8:
@botforequality
@tracynovick
@mangobilling
@educationbnb
@uamuireadhaigh
@drbradjohnson
@lessontoolbox
@masontbecker
@univofstandrews
@hookean1

Top Tweeters in G9:
@br24
@ilsepupilse
@raevennz
@micfdp
@systemanalysen
@ini42
@oliverbeige
@prof_freedom
@elefantimraum2
@luckmann2008

Top Tweeters in G10:
@officesutra
@priyank63855262
@dbf35eae167c433
@abhayku55042252
@durgesh70240854
@rahuldekate6
@gouda_sanoj
@yadavpankaj_42
@sunnykumar870
@vikalvishal1