The graph represents a network of 4,035 Twitter users whose tweets in the requested range contained "geospatial", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 March 2020 at 05:02 UTC.
The requested start date was Monday, 23 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 12-day, 4-hour, 59-minute period from Tuesday, 10 March 2020 at 11:57 UTC to Sunday, 22 March 2020 at 16:57 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 : 4035
Unique Edges : 5400
Edges With Duplicates : 1574
Total Edges : 6974
Number of Edge Types : 4
MentionsInRetweet : 4409
Replies to : 203
Mentions : 1211
Tweet : 1151
Self-Loops : 1151
Reciprocated Vertex Pair Ratio : 0.0290628706998814
Reciprocated Edge Ratio : 0.0564841498559078
Connected Components : 665
Single-Vertex Connected Components : 336
Maximum Vertices in a Connected Component : 2443
Maximum Edges in a Connected Component : 5147
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.617786
Graph Density : 0.000319772638889145
Modularity : 0.660634
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 4,035 Twitter users whose tweets in the requested range contained "geospatial", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 March 2020 at 05:02 UTC.
The requested start date was Monday, 23 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 12-day, 4-hour, 59-minute period from Tuesday, 10 March 2020 at 11:57 UTC to Sunday, 22 March 2020 at 16:57 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 : GraphServerTwitterSearch
Graph Term : geospatial
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:
[375] geospatial,data [267] #datascience,#ai [252] thx,#covid_19 [252] #education,resources [245] anyone,needing [245] needing,teach [245] teach,learn [245] learn,#remotesensing [245] #remotesensing,#gis [245] #gis,online Top Word Pairs in Tweet in G1:
[92] nasa's,fleet [92] fleet,earth [92] earth,observing [92] observing,spacecraft [92] spacecraft,considered [92] considered,operational [92] operational,december [92] december,2019 [92] 2019,#landsat [92] #landsat,#terra Top Word Pairs in Tweet in G2:
[33] geospatial,data [27] geospatial,analyst [24] geospatial,analysis [22] geospatial,world [19] link,bio [19] check,geospatial [14] covid,19 [12] geospatial,techniques [11] invasive,insects [10] geospatial,science Top Word Pairs in Tweet in G3:
[222] thx,#covid_19 [216] #education,resources [215] anyone,needing [215] needing,teach [215] teach,learn [215] learn,#remotesensing [215] #remotesensing,#gis [215] #gis,online [215] online,thx [215] #covid_19,#education Top Word Pairs in Tweet in G4:
[35] #geospatial,#gis [27] industry,pitches [27] pitches,help [27] help,combat [19] #geospatial,industry [19] location,intelligence [19] intelligence,know [19] know,#geospatial [19] #gis,#li [18] earn,100 Top Word Pairs in Tweet in G5:
[111] #earthengine,#ipyleaflet [108] python,package [108] package,geemap [108] geemap,interactive [108] interactive,mapping [108] mapping,#earthengine [108] #ipyleaflet,#jupyter [108] #jupyter,notebook [108] notebook,automatically [107] giswqs,python Top Word Pairs in Tweet in G6:
[49] geospatial,data [23] covid,19 [18] data,covid [18] 19,prevention [18] prevention,crisis [18] crisis,response [18] response,charge [18] charge,local [18] local,data [18] data,populations Top Word Pairs in Tweet in G7:
[229] #datascience,#ai [198] #analytics,#datascience [171] #bigdata,#analytics [111] gp_pulipaka,#geospatial [104] #geospatial,platform [98] #ai,#machinelearning [69] platform,#reinforcementlearning [69] #reinforcementlearning,featuring [69] featuring,gp_pulipaka [69] gp_pulipaka,usatoday Top Word Pairs in Tweet in G8:
[86] home,panic [86] panic,refreshing [86] refreshing,twitter [86] twitter,let's [86] let's,use [86] use,time [86] time,learn [86] learn,geospatial [85] geospatial,concept [85] concept,today's Top Word Pairs in Tweet in G9:
[25] geospatial,data [14] #geospatial,data [14] great,britain [13] britain,national [13] national,mapping [13] mapping,agency [13] agency,ordnancesurvey [13] ordnancesurvey,helping [13] helping,people [13] people,discover Top Word Pairs in Tweet in G10:
[15] unggimamericas,support [15] support,difficult [15] difficult,moments [15] moments,#coronavirus [15] #coronavirus,ideas [15] ideas,share [14] geospatial,data [14] unggimamericas,unggimamericas [9] #gis,#esri [8] geospatial,information Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: