The graph represents a network of 1,206 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, 18 September 2021 at 00:26 UTC.
The requested start date was Saturday, 18 September 2021 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 77-day, 22-hour, 47-minute period from Thursday, 01 July 2021 at 01:59 UTC to Friday, 17 September 2021 at 00:47 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 : 1206
Unique Edges : 692
Edges With Duplicates : 2222
Total Edges : 2914
Number of Edge Types : 5
Retweet : 773
MentionsInRetweet : 906
Mentions : 440
Tweet : 723
Replies to : 72
Self-Loops : 742
Reciprocated Vertex Pair Ratio : 0.0558823529411765
Reciprocated Edge Ratio : 0.105849582172702
Connected Components : 334
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 234
Maximum Edges in a Connected Component : 1082
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.878178
Graph Density : 0.00074110773931174
Modularity : 0.391435
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,206 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, 18 September 2021 at 00:26 UTC.
The requested start date was Saturday, 18 September 2021 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 77-day, 22-hour, 47-minute period from Thursday, 01 July 2021 at 01:59 UTC to Friday, 17 September 2021 at 00:47 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[127] #scienceteacher,#stem [124] #science,#sciencestudent [116] #sciencestudent,#scienceteacher [108] #stem,#scicom [106] website,#science [102] #science,#scienceteacher [88] #geography,#geographyteacher [80] awesome,graphic [80] graphic,classroom [80] classroom,show Top Word Pairs in Tweet in G1:
[23] #scienceteacher,#scienceteachers [19] #science,#scienceteacher [19] #seedstosteam,#iteach [19] #iteach,#iteachtoo [19] #iteachtoo,#stemeducation [19] #stemeducation,#stemforkids [19] #stemforkids,#iteach345 [19] #iteach345,#iteach456 [19] #iteach456,#scienceteacher [16] #scienceteachers,#steminschool Top Word Pairs in Tweet in G2:
[82] #geography,#geographyteacher [80] awesome,graphic [80] graphic,classroom [80] classroom,show [80] show,different [80] different,layers [80] layers,earth [80] earth,#geography [79] easygeography,awesome [78] #geographyteacher,#sciencetwit Top Word Pairs in Tweet in G3:
[23] registration,#nsta21 [23] #nsta21,area [23] area,conferences [23] conferences,science [23] science,education [23] education,open [23] open,nsta [23] nsta,conferences [23] conferences,leave [23] leave,inspired Top Word Pairs in Tweet in G4:
[10] #stemeducation,#scienceteacher [10] #scienceteacher,#scied [8] one,minute [8] #stem,video [8] #stem,lessons [7] #scienceteacher,#stemeducation [7] teach,12 [7] 12,students [7] trail,mix [7] free,#stem Top Word Pairs in Tweet in G5:
[124] #science,#sciencestudent [115] #sciencestudent,#scienceteacher [111] #scienceteacher,#stem [108] #stem,#scicom [106] website,#science [76] #phd,#tshirt [74] #lovescience,#phd [71] #academictwitter,#gradschool [67] #sciencetwitter,#academictwitter [64] #scicom,#fashion Top Word Pairs in Tweet in G6:
[36] #scienceteacher,#stemeducation [34] nervous,system [23] scientific,method [16] today's,nervous [16] system,#scienceteacher [16] #stemeducation,#homeschool [16] #homeschool,#writers [16] #writers,nervous [14] prepared,scientific [14] method,poster Top Word Pairs in Tweet in G7:
[14] #science,#scienceteacher [8] #nature,#naturephotography [7] #wildlife,#wildlifephotography [6] #animal,#nature [6] #nature,#wildlife [6] jersey,shore [5] #birding,#bird [5] #bird,#birds [5] #biodiversity,#ecology [5] #biodiversity,#nature Top Word Pairs in Tweet in G8:
[10] 6th,grade [8] science,teacher [7] teacher,going [7] going,6th [7] 6th,year [7] year,birthday [7] birthday,next [7] next,week [6] week,someone [6] someone,help Top Word Pairs in Tweet in G9:
[2] foley_ax,geowieland [2] geowieland,m_grill [2] m_grill,epibraunschweig [2] covid,19 Top Word Pairs in Tweet in G10:
[6] tmobile,donorschoose [6] donorschoose,hi [6] hi,tmobile [6] tmobile,back [6] back,school [6] school,already [6] already,tn [6] tn,biology [6] biology,students [6] students,love Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: