The graph represents a network of 355 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 03 November 2020 at 15:54 UTC.
The requested start date was Monday, 02 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 19-hour, 28-minute period from Monday, 19 October 2020 at 04:05 UTC to Sunday, 01 November 2020 at 23:33 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 : 355
Unique Edges : 263
Edges With Duplicates : 772
Total Edges : 1035
Number of Edge Types : 5
Tweet : 79
Retweet : 272
MentionsInRetweet : 473
Mentions : 207
Replies to : 4
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0.0495867768595041
Reciprocated Edge Ratio : 0.094488188976378
Connected Components : 52
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 205
Maximum Edges in a Connected Component : 779
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.084722
Graph Density : 0.00404233309461288
Modularity : 0.419895
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 355 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 03 November 2020 at 15:54 UTC.
The requested start date was Monday, 02 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 19-hour, 28-minute period from Monday, 19 October 2020 at 04:05 UTC to Sunday, 01 November 2020 at 23:33 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 : #data4good
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:
[31] nodexl,kirkdborne [30] #undataforum,kicked [30] kicked,today [30] today,everywhere [30] everywhere,wherever [30] wherever,world [30] world,join [30] join,year's [30] year's,largest [30] largest,global Top Word Pairs in Tweet in G1:
[29] #undataforum,kicked [29] kicked,today [29] today,everywhere [29] everywhere,wherever [29] wherever,world [29] world,join [29] join,year's [29] year's,largest [29] largest,global [29] global,data Top Word Pairs in Tweet in G2:
[17] #bigdata,#datascience [14] #iiot,#iotpl [10] #datascience,#data4good [9] wisconsin,utility [9] utility,turns [9] turns,#ai [9] #ai,reduce [9] reduce,wasted [9] wasted,power [9] power,#bigdata Top Word Pairs in Tweet in G3:
[29] kirkdborne,rubiscape [29] rubiscape,cloudpreacher [29] cloudpreacher,chidambara09 [29] chidambara09,fmfrancoise [25] #datascibowl,nodexl [25] nodexl,kirkdborne [20] fmfrancoise,#datascibowl [20] fmfrancoise,how_sust [7] #bigdata,#datascience [7] big,data Top Word Pairs in Tweet in G4:
[5] #data,#analytics [4] #socialgood,#data4good [4] dssgpt,#dssgsummit [3] discovered,great [3] great,#data4good [3] #data4good,org [3] org,nice [3] nice,work [3] work,jeffkirschner [3] jeffkirschner,using Top Word Pairs in Tweet in G5:
[13] excited,announce [13] announce,registrations [13] registrations,yearly [13] yearly,correlaid [13] correlaid,conference [13] conference,11 [13] 11,2020 [13] 2020,open [13] open,great [13] great,speakers Top Word Pairs in Tweet in G6:
[5] #,#policy [4] #policy,#data4good [4] #karma,#kindness [4] #kindness,#joyful [4] #data4good,#tedtalks [3] #data4good,#positiveness [3] #positiveness,#tedtalks [3] #evolution,#karma [3] #joyful,#honesty [3] #tedtalks,#positiveness Top Word Pairs in Tweet in G7:
[13] flying,labs [10] looking,communications [10] communications,intern [10] intern,flying [10] labs,someone [10] someone,know [10] know,excels [10] excels,digital [10] digital,#storytelling [9] werobotics,looking Top Word Pairs in Tweet in G8:
[9] mental,health [7] pollicyorg,team [6] spike,mental [6] mental,breakdown [6] breakdown,country [6] country,covid [6] covid,19 [6] 19,lockdown [5] awareness,project [5] #dataartistry4mentalhealth,awareness Top Word Pairs in Tweet in G9:
[2] without,support [2] support,public [2] public,sector [2] sector,#cdo [2] #cdo,friends [2] friends,allies [2] allies,tkleykamp [2] tkleykamp,drewmingl [2] drewmingl,joybonaguro Top Word Pairs in Tweet in G10:
[9] 今日は,#世界統計の日 [9] #世界統計の日,世界の [9] 世界の,#統計 [9] #統計,関係者にとって5年に一度の記念日です [9] 関係者にとって5年に一度の記念日です,バーチャルで開催中の [9] バーチャルで開催中の,#undataforum [9] #undataforum,は [9] は,世界最大のデータ関連のイベント [9] 世界最大のデータ関連のイベント,どなたでも参加可能 [9] どなたでも参加可能,最先端のデータ関連の議論に触れてみませんか Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 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: