FAQ | Problem?

melinda gates_2017-07-17_01-42-48.xlsx
melinda gates_2017-07-17_01-42-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2017
Short Description:
melinda gates via NodeXL http://bit.ly/2vtkaqa
@independent
@melindagates
@reuters
@lifenewshq
@themassesrise
@protectthepope
@guardian

Description:
Description
The graph represents a network of 4,641 Twitter users whose tweets in the requested range contained "melinda gates", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 July 2017 at 08:44 UTC.

The requested start date was Monday, 17 July 2017 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 5-day, 14-hour, 21-minute period from Tuesday, 11 July 2017 at 09:11 UTC to Sunday, 16 July 2017 at 23:32 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 : 4641
Unique Edges : 5197
Edges With Duplicates : 752
Total Edges : 5949
Self-Loops : 1769
Reciprocated Vertex Pair Ratio : 0.00496154800297693
Reciprocated Edge Ratio : 0.00987410515921995
Connected Components : 1427
Single-Vertex Connected Components : 1152
Maximum Vertices in a Connected Component : 2511
Maximum Edges in a Connected Component : 3588
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.075783
Graph Density : 0.000188119014183923
Modularity : 0.730561
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[365] http://www.independent.co.uk/News/world/americas/melinda-gates-donald-trump-anti-abortion-policy-mexico-city-women-rights-contraception-charity-a7834736.html
[261] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5965d83304d3013d44ba7442&utm_medium=trueAnthem&utm_source=twitter
[184] https://www.usatoday.com/story/money/2017/07/11/warren-buffett-charitable-contributions-bill-melinda-gates-foundation/468837001/
[177] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds?CMP=share_btn_tw
[159] http://trib.al/rw542G5
[144] http://fortune.com/2017/03/16/bill-and-melinda-gates-foundation-slams-proposed-donald-trump-budget-cuts/?xid=time_socialflow_twitter
[103] http://trib.al/Rus4iGy
[76] https://gu.com/p/6z9ht?CMP=twt_gu
[76] http://worldnewslatestsummary.blogspot.com/2017/07/melinda-gates-hopes-pope-will-change.html
[63] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds

Top URLs in Tweet in G1:
[76] http://worldnewslatestsummary.blogspot.com/2017/07/melinda-gates-hopes-pope-will-change.html
[67] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds?CMP=share_btn_tw
[57] http://www.bbc.co.uk/news/health-40566689
[42] http://www.bbc.co.uk/news/av/health-40566689/melinda-gates-hopes-pope-will-change-views-on-contraception
[37] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds
[36] https://www.usatoday.com/story/money/2017/07/11/warren-buffett-charitable-contributions-bill-melinda-gates-foundation/468837001/
[27] http://www.bbc.co.uk/news/health-40566689?utm_source=dlvr.it&utm_medium=twitter
[24] http://www.independent.co.uk/News/world/americas/melinda-gates-donald-trump-anti-abortion-policy-mexico-city-women-rights-contraception-charity-a7834736.html
[21] http://time.com/4853372/melinda-gates-trump-cuts-family-planning/
[20] http://www.dailywire.com/news/18533/melinda-gates-has-no-clue-how-catholicism-works-paul-bois

Top URLs in Tweet in G2:
[304] http://www.independent.co.uk/News/world/americas/melinda-gates-donald-trump-anti-abortion-policy-mexico-city-women-rights-contraception-charity-a7834736.html
[47] http://www.independent.co.uk/News/business/news/warren-buffett-charity-donation-bill-melinda-gates-foundation-berkshire-hathaway-richest-a7834716.html
[21] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds?CMP=share_btn_tw
[6] http://trib.al/Rus4iGy
[4] http://pnw-b.ctx.ly/r/5qe7q
[4] https://medium.com/bill-melinda-gates-foundation/keeping-our-promise-to-120-million-women-and-girls-62fc3d28234a
[4] http://www.welltoldstory.com/melinda-gates-on-our-movie-jongolove/
[3] http://newz.ug/contraceptives-are-one-of-the-greatest-anti-poverty-innovations-melinda-gates/
[3] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds
[2] http://www.standard.co.uk/news/world/third-world-access-to-contraception-would-help-reduce-migrant-levels-says-melinda-gates-a3584976.html

Top URLs in Tweet in G3:
[239] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5965d83304d3013d44ba7442&utm_medium=trueAnthem&utm_source=twitter
[16] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC
[10] http://af.reuters.com/article/africaTech/idAFL8N1K22Z7
[1] http://www.independent.co.uk/News/world/americas/melinda-gates-donald-trump-anti-abortion-policy-mexico-city-women-rights-contraception-charity-a7834736.html

Top URLs in Tweet in G4:
[28] http://www.catholicnewsagency.com/news/despite-melinda-gates-wishes-the-pope-cant-change-church-teaching-53022/?platform=hootsuite
[13] http://www.catholicnewsagency.com/news/despite-melinda-gates-wishes-the-pope-cant-change-church-teaching-53022/
[12] https://www.lifesitenews.com/news/melinda-gates-blasts-trump-for-not-funding-overseas-abortions?utm_content=buffer4355a&utm_medium=social&utm_source=lifesitenews%2Btwitter&utm_campaign=buffer
[10] http://www.lancasterdiocese.org.uk/despite-melinda-gates-wishes-the-pope-cant-change-church-teaching/
[8] https://www.lifesitenews.com/news/melinda-gates-im-optimistic-pope-francis-will-change-teaching-on-contracept?utm_content=bufferbebe2&utm_medium=social&utm_source=lifesitenews%2Btwitter&utm_campaign=buffer
[8] http://www.dailywire.com/news/18533/melinda-gates-has-no-clue-how-catholicism-works-paul-bois?utm_source=twitter&utm_medium=social&utm_content=051717-news&utm_campaign=dwtwitter
[8] http://www.lancasterdiocese.org.uk/melinda-gates-says-she-is-optimistic-pope-francis-will-change-teaching-on-contraception/
[7] https://www.lifesitenews.com/news/melinda-gates-blasts-trump-for-not-funding-overseas-abortions?utm_content=buffer27cd5&utm_medium=social&utm_source=lifesitenews%2Btwitter&utm_campaign=buffer
[6] http://catholicherald.co.uk/news/2017/07/11/melinda-gates-says-she-is-optimistic-pope-francis-will-change-teaching-on-contraception/?utm_content=bufferfc2bb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://catholicherald.co.uk/news/2017/07/11/melinda-gates-says-she-is-optimistic-pope-francis-will-change-teaching-on-contraception/?utm_content=buffer58960&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[143] http://fortune.com/2017/03/16/bill-and-melinda-gates-foundation-slams-proposed-donald-trump-budget-cuts/?xid=time_socialflow_twitter
[14] http://www.telegraph.co.uk/women/sex/good-melinda-gates-tackling-trump-family-planning-next-pope/
[5] http://www.independent.co.uk/News/world/americas/melinda-gates-donald-trump-anti-abortion-policy-mexico-city-women-rights-contraception-charity-a7834736.html
[1] https://twitter.com/i/web/status/886660070561501185
[1] http://www.newsmax.com/Newsfront/melinda-gates-trump-contraceptives-women/2017/07/11/id/801023/
[1] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5964a3f904d3010410681273&utm_medium=trueAnthem&utm_source=twitter
[1] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5965d83304d3013d44ba7442&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.usatoday.com/story/money/2017/07/11/warren-buffett-charitable-contributions-bill-melinda-gates-foundation/468837001/
[1] https://fb.me/75vw6XMVa
[1] http://ekonomi.akurat.co/id-48773-read-melinda-gates-alat-kontrasepsi-berantas-kemiskinan

Top URLs in Tweet in G6:
[152] http://trib.al/rw542G5
[4] https://nytlive.nytimes.com/womenintheworld/2017/07/12/the-trump-administration-proposals-melinda-gates-says-shes-deeply-troubled-by/
[3] http://www.makers.com/blog/heres-why-makers-ava-duvernay-john-legend-melinda-gates-and-more-topped-times-100-most
[3] http://www.independent.co.uk/News/world/americas/melinda-gates-donald-trump-anti-abortion-policy-mexico-city-women-rights-contraception-charity-a7834736.html
[2] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5965d83304d3013d44ba7442&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/i/web/status/885310311879905280
[1] https://twitter.com/i/web/status/885083938666029056

Top URLs in Tweet in G7:
[43] http://www.lifenews.com/2017/07/11/melinda-gates-will-spend-375-million-pushing-population-control-and-abortion/?utm_content=buffer59a4f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[41] http://www.lifenews.com/2017/07/11/melinda-gates-will-spend-375-million-pushing-population-control-and-abortion/?utm_content=bufferc5e59&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[20] https://www.liveaction.org/news/melinda-gates-pushes-family-planning-developing-countries/
[11] http://www.lifenews.com/2017/07/11/melinda-gates-will-spend-375-million-pushing-population-control-and-abortion/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+lifenews%2Fnewsfeed+%28LifeNews.com%29
[8] http://www.lifenews.com/2017/07/12/melinda-gates-wants-to-change-the-catholic-churchs-teaching-on-contraception/?utm_content=buffer8d856&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://www.lifenews.com/2017/07/12/melinda-gates-wants-to-change-the-catholic-churchs-teaching-on-contraception/
[8] http://www.lifenews.com/2017/07/11/melinda-gates-will-spend-375-million-pushing-population-control-and-abortion/?utm_source=dlvr.it&utm_medium=twitter
[5] http://www.lifenews.com/2017/07/12/melinda-gates-wants-to-change-the-catholic-churchs-teaching-on-contraception/?utm_source=dlvr.it&utm_medium=twitter
[5] http://www.lifenews.com/2017/07/12/melinda-gates-wants-to-change-the-catholic-churchs-teaching-on-contraception/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+lifenews%2Fnewsfeed+%28LifeNews.com%29
[3] http://www.catholicnewsagency.com/news/despite-melinda-gates-wishes-the-pope-cant-change-church-teaching-53022/?platform=hootsuite

Top URLs in Tweet in G8:
[129] https://www.usatoday.com/story/money/2017/07/11/warren-buffett-charitable-contributions-bill-melinda-gates-foundation/468837001/
[11] http://www.usatoday.com/story/money/2017/07/11/warren-buffett-charitable-contributions-bill-melinda-gates-foundation/468837001/
[2] https://usat.ly/2sNlEuy?utm_campaign=Press%20Share&utm_content=57563278&utm_medium=social&utm_source=twitter
[1] http://www.rawstory.com/2017/07/melinda-gates-rips-trump-foreign-aid-policy-on-birth-control-its-the-most-effective-anti-poverty-tool-we-have/
[1] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5965d83304d3013d44ba7442&utm_medium=trueAnthem&utm_source=twitter
[1] http://trib.al/rw542G5
[1] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds?CMP=Share_iOSApp_Other

Top URLs in Tweet in G9:
[60] https://gu.com/p/6z9ht?CMP=twt_gu
[30] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds?CMP=twt_gu
[8] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5964a3f904d3010410681273&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds?CMP=share_btn_tw
[5] http://www.independent.co.uk/News/world/americas/melinda-gates-donald-trump-anti-abortion-policy-mexico-city-women-rights-contraception-charity-a7834736.html
[5] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5965d95a04d301408dc11dc1&utm_medium=trueAnthem&utm_source=twitter
[4] http://dlvr.it/PTl6wz
[3] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds
[2] http://www.reuters.com/article/us-global-contraception-summit-idUSKBN19W0PC?utm_campaign=trueAnthem:+Trending+Content&utm_content=5965d83304d3013d44ba7442&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds?platform=hootsuite

Top URLs in Tweet in G10:
[9] https://www.theguardian.com/global-development/2017/jul/11/melinda-gates-deeply-troubled-by-trump-cuts-to-family-planning-funds?CMP=edit_2221
[1] https://twitter.com/i/web/status/884768042240147457
[1] https://twitter.com/i/web/status/884719315248967681
[1] http://www.independent.co.uk/News/world/americas/melinda-gates-donald-trump-anti-abortion-policy-mexico-city-women-rights-contraception-charity-a7834736.html
[1] https://gu.com/p/6z9ht?CMP=twt_gu
[1] http://www.rawstory.com/2017/07/melinda-gates-rips-trump-foreign-aid-policy-on-birth-control-its-the-most-effective-anti-poverty-tool-we-have/
[1] https://twitter.com/i/web/status/884719224437972992
[1] https://twitter.com/i/web/status/884719218964316160

Top Domains
Top Domains in Tweet in Entire Graph:
[702] co.uk
[374] theguardian.com
[364] reuters.com
[292] trib.al
[251] lifenews.com
[226] twitter.com
[217] usatoday.com
[157] fortune.com
[106] fb.me
[92] blogspot.com

Top Domains in Tweet in G1:
[206] co.uk
[136] theguardian.com
[92] blogspot.com
[77] twitter.com
[76] fb.me
[55] usatoday.com
[47] feedburner.com
[45] lifenews.com
[39] google.com
[39] reuters.com

Top Domains in Tweet in G2:
[358] co.uk
[32] twitter.com
[27] theguardian.com
[11] medium.com
[7] fb.me
[7] ctx.ly
[7] trib.al
[4] welltoldstory.com
[3] newz.ug
[3] gu.com

Top Domains in Tweet in G3:
[265] reuters.com
[1] co.uk

Top Domains in Tweet in G4:
[41] catholicnewsagency.com
[32] lifesitenews.com
[24] org.uk
[22] co.uk
[13] twitter.com
[11] dailywire.com
[6] gab.ai
[5] catholicworldreport.com
[2] carolinefarrow.com
[2] trib.al

Top Domains in Tweet in G5:
[143] fortune.com
[19] co.uk
[2] newsmax.com
[2] reuters.com
[2] theguardian.com
[1] twitter.com
[1] usatoday.com
[1] fb.me
[1] akurat.co
[1] gu.com

Top Domains in Tweet in G6:
[152] trib.al
[4] nytimes.com
[3] makers.com
[3] co.uk
[2] twitter.com
[2] reuters.com

Top Domains in Tweet in G7:
[134] lifenews.com
[20] liveaction.org
[14] twitter.com
[4] catholicnewsagency.com
[4] lifesitenews.com
[1] wikipedia.org
[1] fb.me
[1] co.uk

Top Domains in Tweet in G8:
[140] usatoday.com
[2] usat.ly
[1] rawstory.com
[1] reuters.com
[1] trib.al
[1] theguardian.com

Top Domains in Tweet in G9:
[60] gu.com
[42] theguardian.com
[15] reuters.com
[5] co.uk
[4] dlvr.it
[2] twitter.com
[1] usatoday.com
[1] bbc.com

Top Domains in Tweet in G10:
[9] theguardian.com
[4] twitter.com
[1] co.uk
[1] gu.com
[1] rawstory.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[153] gates
[153] herfuture
[145] trumps
[132] familyplanning
[87] girls
[79] bbc
[40] trump
[39] fp2020
[31] women
[28] africa



Top Hashtags in Tweet in G1:
[79] bbc
[22] herfuture
[19] news
[19] civilservicelive
[18] bethebusiness
[18] heartnews
[18] worldfringeday
[15] trump
[10] melindagates
[10] m5s

Top Hashtags in Tweet in G2:
[87] girls
[50] familyplanning
[39] herfuture
[22] women
[8] contraception
[7] womensrights
[7] trump
[6] pope
[5] fp2020
[5] usaid

Top Hashtags in Tweet in G4:
[3] contraception
[3] worstpopeever
[2] r4today
[2] amorislaetitia
[2] church
[1] save
[1] catholic
[1] submittothepope
[1] catholics
[1] humanity

Top Hashtags in Tweet in G5:
[144] gates
[144] trumps
[25] familyplanning
[12] premium

Top Hashtags in Tweet in G6:
[1] personoftheyear
[1] impeachtrump
[1] trump
[1] russiagate
[1] resist

Top Hashtags in Tweet in G7:
[6] catholicconvo
[2] amorislaetitia

Top Hashtags in Tweet in G8:
[1] blazeyourtrail
[1] values
[1] p2
[1] ctl

Top Hashtags in Tweet in G9:
[24] herfuture
[21] fp2020
[17] familyplanning
[2] trump
[2] budgetcuts
[2] gff2017
[1] globaldev
[1] popefrancis
[1] womensrights

Top Words
Top Words in Tweet in Entire Graph:
[2792] Words in Sentiment List#1: Positive
[1735] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[69275] Non-categorized Words
[73802] Total Words
[4204] gates
[4055] melinda
[1124] trump
[854] contraception
[846] family

Top Words in Tweet in G1:
[1208] melinda
[1206] gates
[414] contraception
[360] change
[351] pope
[304] views
[302] hopes
[242] cuts
[204] trump
[170] troubled'

Top Words in Tweet in G2:
[495] women
[366] gates
[364] melinda
[346] independent
[318] believe
[308] trump
[302] fund
[290] family
[280] 'if
[279] takes

Top Words in Tweet in G3:
[267] melinda
[267] gates
[265] contraceptives
[265] one
[265] greatest
[265] anti
[265] poverty
[265] innovations
[265] reuters
[9] unwomenaust

Top Words in Tweet in G4:
[228] melinda
[198] gates
[110] pope
[90] contraception
[82] church
[73] change
[72] teaching
[47] cnalive
[46] francis
[46] optimistic

Top Words in Tweet in G5:
[178] realdonaldtrump
[170] gates
[148] budget
[148] cuts
[146] bill
[145] deeply
[144] troubled
[144] trumps
[143] unpersuaded112
[143] affecting

Top Words in Tweet in G6:
[177] gates
[176] melinda
[174] trump
[170] deeply
[170] troubled
[155] family
[152] cuts
[152] planning
[151] time
[18] administration

Top Words in Tweet in G7:
[171] melinda
[170] gates
[118] lifenewshq
[107] spend
[107] 375
[107] million
[107] pushing
[107] population
[107] control
[107] abortion

Top Words in Tweet in G8:
[140] usatoday
[140] away
[89] warren
[89] buffett
[89] gave
[89] much
[89] past
[88] wealth
[88] 10
[88] years

Top Words in Tweet in G9:
[156] melinda
[156] gates
[121] 'deeply
[121] troubled'
[118] cuts
[91] guardian
[69] donald
[68] trump's
[68] planned
[67] family

Top Words in Tweet in G10:
[133] melinda
[133] gates
[123] trump
[122] rips
[122] foreign
[122] aid
[122] policy
[122] birth
[122] control
[122] s

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3930] melinda,gates
[665] anti,poverty
[487] family,planning
[485] pope,change
[480] greatest,anti
[457] one,greatest
[456] contraceptives,one
[450] hopes,pope
[447] budget,cuts
[444] poverty,innovations

Top Word Pairs in Tweet in G1:
[1171] melinda,gates
[314] pope,change
[302] hopes,pope
[302] change,views
[302] views,contraception
[301] gates,hopes
[168] 'deeply,troubled'
[164] gates,'deeply
[142] donald,trump's
[126] budget,cuts

Top Word Pairs in Tweet in G2:
[364] melinda,gates
[317] believe,women
[302] women,fund
[280] trump,'if
[280] 'if,believe
[279] gates,takes
[279] takes,down
[279] down,trump
[279] fund,family
[278] family,planning'

Top Word Pairs in Tweet in G3:
[266] melinda,gates
[265] contraceptives,one
[265] one,greatest
[265] greatest,anti
[265] anti,poverty
[265] poverty,innovations
[265] innovations,melinda
[238] reuters,contraceptives
[26] gates,reuters
[9] unwomenaust,contraceptives

Top Word Pairs in Tweet in G4:
[198] melinda,gates
[45] optimistic,pope
[45] pope,francis
[40] teaching,contraception
[39] francis,change
[39] change,teaching
[37] clue,catholicism
[37] catholicism,works
[36] gates,clue
[36] works,nobody

Top Word Pairs in Tweet in G5:
[148] budget,cuts
[147] realdonaldtrump,budget
[144] bill,gates
[144] gates,deeply
[144] deeply,troubled
[144] troubled,trumps
[144] trumps,realdonaldtrump
[143] cuts,affecting
[143] affecting,poor
[143] poor,people

Top Word Pairs in Tweet in G6:
[176] melinda,gates
[170] deeply,troubled
[152] gates,deeply
[152] troubled,trump
[152] trump,cuts
[152] cuts,family
[152] family,planning
[151] time,melinda
[18] trump,administration
[18] administration,proposals

Top Word Pairs in Tweet in G7:
[168] melinda,gates
[107] gates,spend
[107] spend,375
[107] 375,million
[107] million,pushing
[107] pushing,population
[107] population,control
[107] control,abortion
[97] lifenewshq,melinda
[28] teaching,contraception

Top Word Pairs in Tweet in G8:
[89] warren,buffett
[89] buffett,gave
[89] gave,away
[89] away,much
[88] much,wealth
[88] wealth,past
[88] past,10
[88] 10,years
[76] usatoday,warren
[51] vowed,give

Top Word Pairs in Tweet in G9:
[156] melinda,gates
[121] 'deeply,troubled'
[118] gates,'deeply
[85] guardian,melinda
[68] trump's,planned
[66] troubled',donald
[66] donald,trump's
[65] planned,budget
[65] budget,cuts
[62] family,planning

Top Word Pairs in Tweet in G10:
[133] melinda,gates
[122] gates,rips
[122] rips,trump
[122] trump,foreign
[122] foreign,aid
[122] aid,policy
[122] policy,birth
[122] birth,control
[122] control,s
[122] s,effective

Top Replied-To
Top Replied-To in Entire Graph:
@melindagates
@catholicherald
@obianuju
@lifesite
@dailycaller
@cf_farrow
@vp
@lifenewshq
@realdonaldtrump
@bbcworld

Top Replied-To in G2:
@melindagates
@univaccessproj
@dfid_uk
@independent
@patel4witham
@unfpa

Top Replied-To in G3:
@reuters

Top Replied-To in G4:
@catholicherald
@lifesite
@teresatomeo
@pontifex

Top Replied-To in G5:
@realdonaldtrump
@unpersuaded112

Top Replied-To in G7:
@lifenewshq
@thewanderernews
@713_870
@liveactionnews
@jason_kippen
@sacerdotus

Top Replied-To in G9:
@reuterstech
@lizfordguardian

Top Mentioned
Top Mentioned in Entire Graph:
@independent
@melindagates
@reuters
@realdonaldtrump
@time
@unpersuaded112
@usatoday
@lifenewshq
@rawstory
@unfpa

Top Mentioned in G1:
@timothy_re
@nuevomedio
@techjollof
@w3livenews
@blockchainbiz
@webadvisorinfo
@pzmiller26
@dyck_robin
@ettadziver
@dsmacq2112

Top Mentioned in G2:
@independent
@melindagates
@unfpa
@victorialive
@rachaelrevesz
@atayeshe
@dfid_uk
@thetimes
@univaccessproj
@dfaaction

Top Mentioned in G3:
@reuters
@unwomenaust
@juliehinukeu
@alihinspain
@jadewalker
@independent
@robre62

Top Mentioned in G4:
@cnalive
@protectthepope
@bbcr4today
@realdailywire
@lifesite
@amandapresto
@catholicherald
@catholicvote
@maryrezac
@pontifex

Top Mentioned in G5:
@realdonaldtrump
@unpersuaded112
@telegraph
@melindagates
@pontifex
@cathynewman
@independent
@newsmax
@topshelftitan
@kathid_d

Top Mentioned in G6:
@time
@womenintheworld
@independent
@makerswomen
@reuters

Top Mentioned in G7:
@lifenewshq
@liveactionnews
@aiiamericangiri
@chris_1791
@cnalive
@lifesite
@roratecaeli
@lifenewstoo
@mcitlfraphorism
@sleeverless

Top Mentioned in G8:
@usatoday
@warrenbuffet
@anti_djtrump
@blueblazefa
@reuters
@time

Top Mentioned in G9:
@guardian
@gdndevelopment
@reuterstech
@lizfordguardian
@independent
@mariamclaeson
@reuters
@capfaithrj
@usatoday
@melindagates

Top Mentioned in G10:
@rawstory
@guardianus
@independent
@guardian

Top Tweeters
Top Tweeters in Entire Graph:
@notiven
@realtimehack
@autorenonline
@ngetwitsendiri
@sterlingmholmes
@thus_spake
@nakhon224
@parishatzi
@collectedn
@steelslayermatt

Top Tweeters in G1:
@realtimehack
@autorenonline
@ngetwitsendiri
@sterlingmholmes
@thus_spake
@nakhon224
@parishatzi
@collectedn
@nvpeople
@uskeus

Top Tweeters in G2:
@nilimajumder
@independent
@twitlertwit
@indiatoday
@nneusj
@edinburghwatch
@gr8musicvenues
@rjber15
@spsot
@davrwu

Top Tweeters in G3:
@notiven
@yuuji_k1
@robre62
@mariayells
@amasonic
@cairowire
@calamur
@reuters
@krakenstein
@aj_jobs

Top Tweeters in G4:
@ericdemarylebon
@patriot_girl_tx
@enricovik
@tgradous
@fonseca_pinto
@o_irisht
@puravapakash
@lauracgilleslil
@kathysamira
@mnshzz

Top Tweeters in G5:
@cherokeesher2
@telegraph
@debi129
@stockguy61
@thor_2000
@aryss1
@100concerned
@jc2009usa
@lfclee2011
@asoldiersvoice

Top Tweeters in G6:
@dominiquevanpee
@time
@mbgkx2011
@msjbe20a
@plabg
@real_infinity95
@ucena53
@noybsk2017
@llstudent08
@thereisanocean

Top Tweeters in G7:
@steelslayermatt
@chris_1791
@aiiamericangiri
@miller_gwen
@texasdenny
@fawn_mac
@sacerdotus
@lifenewshq
@kakeenan
@aserignese

Top Tweeters in G8:
@octavianotatau
@james_minter
@mortgageconsult
@usatoday
@iamsophianelson
@valfarly
@erikwill
@vincesaiz1
@lmiami517
@anti_djtrump

Top Tweeters in G9:
@manchuriandevil
@guardian
@kimvie
@purengom
@batman710
@sheilascoular
@codienec
@moisomedrano
@sds_sunlight
@olgasixta

Top Tweeters in G10:
@tomwellborn
@crewislife
@mmwlawtaos1
@thejoshuablog
@reevynap
@atmvn
@scopedbylarry
@sumenn7063
@bndsnoopy61
@jackiemilesif