Trump CES, Twitter, 1/10/2020 2:27:13 AM, 219937


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Trump CES_2020-01-09_12-28-55.xlsx
Trump CES_2020-01-09_12-28-55.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 10, 2020
Short Description:
Trump CES via NodeXL http://bit.ly/2uvuZwJ
@ivankatrump
@ces
@washingtonpost
@journalelysee
@cloclo2539
@realdonaldtrump
@safetypindaily
@vickypjward
@briannawu
@vivbwoke

Top hashtags:
#ces2020
#ces
#ivanka
#iranvsusa
#maga
#trump
#jobs
#iranattacks
#womenintech

Description:
Description
The graph represents a network of 15,826 Twitter users whose recent tweets contained "Trump CES", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 09 January 2020 at 22:12 UTC.

The tweets in the network were tweeted over the 4-day, 4-hour, 1-minute period from Sunday, 05 January 2020 at 16:26 UTC to Thursday, 09 January 2020 at 20:28 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 : 15826
Unique Edges : 19771
Edges With Duplicates : 2984
Total Edges : 22755
Number of Edge Types : 5
Retweet : 7877
Replies to : 1107
MentionsInRetweet : 8729
Tweet : 3251
Mentions : 1791
Self-Loops : 3306
Reciprocated Vertex Pair Ratio : 0.00104269564262979
Reciprocated Edge Ratio : 0.00208321912175868
Connected Components : 2523
Single-Vertex Connected Components : 1920
Maximum Vertices in a Connected Component : 11306
Maximum Edges in a Connected Component : 17896
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.557954
Graph Density : 7.2833933162159E-05
Modularity : 0.712312
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 15,826 Twitter users whose recent tweets contained "Trump CES", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 09 January 2020 at 22:12 UTC.

The tweets in the network were tweeted over the 4-day, 4-hour, 1-minute period from Sunday, 05 January 2020 at 16:26 UTC to Thursday, 09 January 2020 at 20:28 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 : TwitterSearch
Graph Term : Trump CES
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:
[1247] https://variety.com/2020/digital/news/ivanka-trump-ces-keynote-tech-jobs-impeachment-1203459163/
[300] http://variety.com/?p=1203459163&preview=true&preview_id=1203459163#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom&utm_id=1203459163
[273] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas
[258] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[175] https://www.foxnews.com/tech/ivanka-trump-ces-keynote-tech-backlash
[169] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1578596584
[168] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992
[147] https://www.huffpost.com/entry/ces-ivanka-trump-keynote-women-fury_n_5e13d1d8e4b0b2520d26a7fc
[119] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1578486975
[111] https://americanindependent.com/ivanka-trump-immigration-donald-trump-ces-las-vegas/

Top URLs in Tweet in G1:
[291] http://variety.com/?p=1203459163&preview=true&preview_id=1203459163#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom&utm_id=1203459163
[244] https://variety.com/2020/digital/news/ivanka-trump-ces-keynote-tech-jobs-impeachment-1203459163/
[63] https://www.reuters.com/article/us-tech-ces-ivanka/defying-critics-ivanka-trump-draws-applause-at-tech-show-idUSKBN1Z623I
[22] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas
[15] https://www.foxnews.com/tech/ivanka-trump-ces-keynote-tech-backlash
[13] https://www.huffpost.com/entry/ces-ivanka-trump-keynote-women-fury_n_5e13d1d8e4b0b2520d26a7fc
[12] https://ag.ny.gov/press-release/2019/ag-james-secures-court-order-against-donald-j-trump-trump-children-and-trump
[9] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992
[9] https://www.foxnews.com/tech/ivanka-trump-ces-keynote
[6] https://www.digitaltrends.com/news/ivanka-trump-ces-2020-path-to-the-future-of-work-keynote/

Top URLs in Tweet in G2:
[941] https://variety.com/2020/digital/news/ivanka-trump-ces-keynote-tech-jobs-impeachment-1203459163/
[30] https://www.theguardian.com/technology/2019/dec/31/ces-criticized-ivanka-trump-keynote-speaker-las-vegas-technology
[26] https://www.engadget.com/2020/01/08/ivanka-trump-ces-keynote-women-tech/
[25] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas
[18] https://www.forbes.com/sites/carolinamilanesi/2020/12/31/ivanka-trump-keynoting-at-ces-is-all-that-is-wrong-for-women-in-tech/
[17] https://www.huffpost.com/entry/ces-ivanka-trump-keynote-women-fury_n_5e13d1d8e4b0b2520d26a7fc
[14] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[13] https://www.theguardian.com/technology/2019/dec/31/ces-criticized-ivanka-trump-keynote-speaker-las-vegas-technology?CMP=share_btn_tw
[12] https://variety.com/2019/digital/news/ivanka-trump-ces-2020-keynote-speaker-1203452602/
[11] https://www.bbc.com/news/technology-50988743

Top URLs in Tweet in G3:
[130] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas
[89] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[42] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992
[40] https://www.huffpost.com/entry/ces-ivanka-trump-keynote-women-fury_n_5e13d1d8e4b0b2520d26a7fc
[39] https://www.washingtonpost.com/technology/2020/01/07/ivanka-trumps-ces-keynote-address-sparks-backlash/
[36] https://www.bbc.co.uk/news/technology-51028984
[29] https://www.foxnews.com/tech/ivanka-trump-ces-keynote-tech-backlash
[27] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=Share_AndroidApp_Tweet
[26] https://variety.com/2020/digital/news/ivanka-trump-ces-keynote-tech-jobs-impeachment-1203459163/
[26] https://www.wired.com/story/ivanka-trump-ces-future-of-work/

Top URLs in Tweet in G4:
[20] https://time.com/5761332/ivanka-trump-ces-2020/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=tech_&linkId=80284070
[14] https://thehill.com/policy/technology/477292-ivanka-trumps-speech-at-tech-conference-earns-backlash
[13] http://po.st/7zpTqX
[10] https://news.sky.com/story/why-is-ivanka-trump-giving-a-keynote-speech-at-ces-11902370
[8] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[7] https://www.washingtonpost.com/technology/2020/01/07/ivanka-trumps-ces-keynote-address-sparks-backlash/
[6] https://www.washingtonpost.com/news/powerpost/paloma/the-technology-202/2020/01/07/the-technology-202-women-in-tech-wanted-more-female-ces-keynotes-but-ivanka-trump-is-drawing-controversy/5e1364f888e0fa32a5148179/
[6] https://time.com/5761332/ivanka-trump-ces-2020/
[5] https://www.theguardian.com/technology/2019/dec/31/ces-criticized-ivanka-trump-keynote-speaker-las-vegas-technology
[4] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992

Top URLs in Tweet in G5:
[73] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[47] https://www.huffpost.com/entry/ces-ivanka-trump-keynote-women-fury_n_5e13d1d8e4b0b2520d26a7fc
[11] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992
[9] https://americanindependent.com/ivanka-trump-immigration-donald-trump-ces-las-vegas/
[6] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas
[2] https://www.independent.co.uk/news/world/americas/ivanka-trump-ces-2020-invite-women-tech-a9274916.html
[2] https://www.foxnews.com/tech/ivanka-trump-ces-keynote-tech-backlash
[2] https://www.huffpost.com/entry/ces-ivanka-trump-keynote-women-fury_n_5e13d1d8e4b0b2520d26a7fc?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.axios.com/ivanka-trump-ces-b579f9b6-d634-4856-bd50-035e499b9d86.html?utm_source=twitter&utm_medium=twsocialshare&utm_campaign=organic
[1] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1578596584

Top URLs in Tweet in G6:
[1] https://www.challenges.fr/economie/les-taxes-americaines-un-elephant-dans-un-magasin-de-porcelaine-francaise_692550
[1] https://twitter.com/gauchemafia/status/1214772226588839936
[1] https://twitter.com/timemachine1980/status/1214090547415175168

Top URLs in Tweet in G7:
[43] https://americanindependent.com/ivanka-trump-immigration-donald-trump-ces-las-vegas/
[16] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992
[9] https://www.aol.com/article/news/2020/01/06/head-of-ces-defends-inviting-ivanka-trump-as-keynote-speaker/23894991/?a_dgi=aolshare_twitter
[4] https://www.washingtonpost.com/technology/2020/01/07/ivanka-trumps-ces-keynote-address-sparks-backlash/
[4] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[4] https://www.bbc.com/news/technology-50988743
[4] https://www.huffpost.com/entry/ces-ivanka-trump-keynote-women-fury_n_5e13d1d8e4b0b2520d26a7fc
[4] https://gizmodo.com/why-the-hell-is-ivanka-trump-speaking-at-ces-1840848941
[3] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas
[3] https://www.chron.com/business/article/Ivanka-Trump-s-CES-keynote-address-sparks-backlash-14955764.php?utm_campaign=CMS%20Sharing%20Tools%20(Desktop)&utm_source=t.co&utm_medium=referral

Top URLs in Tweet in G8:
[49] https://amp.businessinsider.com/ces-defends-ivanka-trump-keynote-speaker-2020-1?__twitter_impression=true
[7] https://www.themarysue.com/ivanka-trump-keynote-speaker-at-ces/
[4] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[4] https://www.linkedin.com/slink?code=dMqpDXQ
[3] https://www.washingtonpost.com/technology/2020/01/07/ivanka-trumps-ces-keynote-address-sparks-backlash/
[3] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas
[2] https://www.forbes.com/sites/carolinamilanesi/2020/12/31/ivanka-trump-keynoting-at-ces-is-all-that-is-wrong-for-women-in-tech/
[2] https://variety.com/2019/digital/news/ivanka-trump-ces-2020-keynote-speaker-1203452602/
[2] https://www.theguardian.com/technology/2019/dec/31/ces-criticized-ivanka-trump-keynote-speaker-las-vegas-technology
[2] https://www.digitaltrends.com/news/ivanka-trump-ces-2020-path-to-the-future-of-work-keynote/

Top URLs in Tweet in G9:
[3] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[3] https://www.reuters.com/article/us-tech-ces-ivanka/defying-critics-ivanka-trump-draws-applause-at-tech-show-idUSKBN1Z623I
[1] https://www.washingtonpost.com/technology/2020/01/07/ivanka-trumps-ces-keynote-address-sparks-backlash/
[1] https://www.washingtonpost.com/news/powerpost/paloma/the-technology-202/2020/01/08/the-technology-202-ivanka-trump-avoids-ruffling-feathers-in-ces-speech-on-retraining-blue-collar-workers/5e14cc5288e0fa32a5148d1b/
[1] https://www.wired.com/story/ivanka-trump-ces-future-of-work/?fbclid=IwAR2R77Oc_eUIWZIP2-VqPf3gVimAoM6qsH8ISCkRATwW2SYhB02y3s6ng0E
[1] https://americanindependent.com/ivanka-trump-immigration-donald-trump-ces-las-vegas/
[1] https://www.washingtonpost.com/news/powerpost/paloma/the-technology-202/2020/01/08/the-technology-202-ivanka-trump-avoids-ruffling-feathers-in-ces-speech-on-retraining-blue-collar-workers/5e14cc5288e0fa32a5148d1b/?can_id=061c8e2d489426646a0fa1bdbd510038&email_referrer=email_695487&email_subject=cwa-organizing-tech-and-game-workers-shuler-shines-at-ces-and-more&link_id=4&source=email-cwa-organizing-tech-and-game-workers-shuler-shines-at-ces-and-more
[1] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas
[1] https://www.theguardian.com/technology/2019/dec/31/ces-criticized-ivanka-trump-keynote-speaker-las-vegas-technology
[1] https://www.digitaltrends.com/news/ivanka-trump-ces-2020-path-to-the-future-of-work-keynote/

Top URLs in Tweet in G10:
[161] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1578596584
[109] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1578486975
[25] https://www.theguardian.com/technology/2020/jan/07/ivanka-trump-ces-technology-las-vegas?CMP=share_btn_tw
[16] https://www.comicsands.com/ivanka-trump-speaks-ces-conference-2644653696.html
[3] https://www.newsweek.com/ces-tech-expo-gary-shapiro-addresses-invite-ivanka-trump-keynote-speaker-1480467?utm_medium=Social&utm_source=Twitter#Echobox=1578248578
[3] https://www.newsweek.com/ces-tech-expo-gary-shapiro-addresses-invite-ivanka-trump-keynote-speaker-1480467?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1578348985
[3] https://thehill.com/policy/technology/477292-ivanka-trumps-speech-at-tech-conference-earns-backlash
[2] https://www.newsweek.com/ivanka-trump-backlash-speaking-ces-women-technology-1480992
[1] https://www.washingtonpost.com/politics/trump-organization-fires-more-undocumented-workers--a-year-after-its-use-of-illegal-labor-was-revealed/2019/12/31/1f03685a-2b7c-11ea-be79-83e793dbcaef_story.html
[1] https://apple.news/A-MBjL4PASAK5imiqDnDonw

Top Domains
Top Domains in Tweet in Entire Graph:
[1590] variety.com
[796] theguardian.com
[496] newsweek.com
[231] foxnews.com
[210] twitter.com
[187] huffpost.com
[178] washingtonpost.com
[162] co.uk
[140] reuters.com
[133] businessinsider.com

Top Domains in Tweet in G1:
[547] variety.com
[66] reuters.com
[35] theguardian.com
[25] foxnews.com
[19] newsweek.com
[14] huffpost.com
[12] ny.gov
[8] co.uk
[8] wired.com
[7] cnet.com

Top Domains in Tweet in G2:
[957] variety.com
[94] theguardian.com
[38] forbes.com
[33] twitter.com
[26] engadget.com
[20] huffpost.com
[15] newsweek.com
[15] businessinsider.com
[14] reviewjournal.com
[13] co.uk

Top Domains in Tweet in G3:
[312] theguardian.com
[101] washingtonpost.com
[95] co.uk
[84] twitter.com
[61] foxnews.com
[58] wired.com
[57] newsweek.com
[48] reuters.com
[44] businessinsider.com
[43] huffpost.com

Top Domains in Tweet in G4:
[27] time.com
[19] washingtonpost.com
[16] theguardian.com
[14] thehill.com
[13] po.st
[10] sky.com
[8] twitter.com
[7] newsweek.com
[6] huffpost.com
[5] stern.de

Top Domains in Tweet in G5:
[79] theguardian.com
[49] huffpost.com
[12] newsweek.com
[9] americanindependent.com
[5] washingtonpost.com
[4] co.uk
[3] axios.com
[2] foxnews.com
[2] yahoo.com
[1] businessinsider.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] challenges.fr

Top Domains in Tweet in G7:
[43] americanindependent.com
[17] newsweek.com
[9] aol.com
[8] theguardian.com
[5] twitter.com
[4] washingtonpost.com
[4] bbc.com
[4] huffpost.com
[4] gizmodo.com
[4] apple.news

Top Domains in Tweet in G8:
[49] businessinsider.com
[9] theguardian.com
[7] themarysue.com
[4] linkedin.com
[3] forbes.com
[3] washingtonpost.com
[2] variety.com
[2] twitter.com
[2] digitaltrends.com
[2] bbc.com

Top Domains in Tweet in G9:
[5] theguardian.com
[3] washingtonpost.com
[3] reuters.com
[1] wired.com
[1] americanindependent.com
[1] digitaltrends.com

Top Domains in Tweet in G10:
[279] newsweek.com
[25] theguardian.com
[16] comicsands.com
[3] thehill.com
[1] washingtonpost.com
[1] apple.news
[1] wired.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1772] ces2020
[449] ces
[307] ivanka
[284] iranvsusa
[245] maga
[240] trump
[228] jobs
[168] iranattacks
[136] womenintech
[123] boycottces



Top Hashtags in Tweet in G1:
[313] ces2020
[223] jobs
[221] maga
[48] ces
[10] ivankatrump
[10] foxnews
[9] news
[6] tech
[5] trump
[4] smartnews

Top Hashtags in Tweet in G2:
[1091] ces2020
[129] ces
[84] boycottces
[35] womenintech
[17] maga
[17] boycottces2020
[17] sextech
[11] trump
[11] vegas
[9] ivankatrump

Top Hashtags in Tweet in G3:
[66] ces
[59] trump
[57] ces2020
[33] technology
[31] tech
[31] ivankatrump
[26] smartnews
[24] news
[22] foxnews
[19] ivanka

Top Hashtags in Tweet in G4:
[32] ces2020
[19] ces
[4] cancelivanka
[2] womenintech
[1] criminal
[1] putinspuppet
[1] boycottces2020
[1] boycottces
[1] boycottivanka
[1] ivankaboycott

Top Hashtags in Tweet in G5:
[5] ivanka
[5] ces
[2] womenintech
[1] trumpcrimefamily
[1] nepotismbarbie
[1] smartnews

Top Hashtags in Tweet in G6:
[1] wwill
[1] trump
[1] guerremondiale3

Top Hashtags in Tweet in G7:
[248] ivanka
[3] boycottces
[3] mybad
[3] usrc
[2] ivankatrump
[2] boycottces2020
[2] usnews
[2] ces
[2] ces2020
[1] maga

Top Hashtags in Tweet in G8:
[4] ces
[4] 5g
[3] boycottces
[1] rt
[1] ces2020

Top Hashtags in Tweet in G9:
[4] ces2020
[3] nepotismbarbie
[2] boycottces
[2] ivanka
[2] ces
[1] 1u
[1] privilege
[1] areyoukiddingme
[1] unqualified
[1] joke

Top Hashtags in Tweet in G10:
[6] ces2020
[5] womenintech
[1] boycottces

Top Words
Top Words in Tweet in Entire Graph:
[15227] Words in Sentiment List#1: Positive
[8606] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[452258] Non-categorized Words
[476091] Total Words
[13399] ces
[12098] trump
[8491] ivanka
[6551] keynote
[5317] women

Top Words in Tweet in G1:
[3169] ivankatrump
[2232] ces
[2071] keynote
[1728] realdonaldtrump
[1518] jobs
[1496] workforce
[1201] show
[1182] economy
[1158] americans
[1145] electronics

Top Words in Tweet in G2:
[2169] ces
[1414] trump
[1268] #ces2020
[1049] ivanka
[963] jobs
[930] discuss
[923] american
[923] opportunity
[918] thank
[913] competitiveness

Top Words in Tweet in G3:
[1816] trump
[1770] ces
[1591] ivanka
[664] keynote
[525] tech
[390] speech
[379] 2020
[373] backlash
[271] women
[249] over

Top Words in Tweet in G4:
[958] women
[946] ivanka
[929] trump
[919] ces
[818] critics
[773] keynote
[760] more
[707] backlash
[705] technology
[695] qualified

Top Words in Tweet in G5:
[810] women
[769] ivanka
[543] ces
[532] keynote
[523] trump
[493] tech
[346] speech
[312] 2020
[263] trump's
[262] branded

Top Words in Tweet in G6:
[504] ces
[501] trump
[487] qu
[487] avait
[484] peu
[483] guerre
[483] serait
[483] lancer
[483] attaque
[482] tensions

Top Words in Tweet in G7:
[429] trump
[320] help
[294] dad
[288] immigrants
[253] claims
[248] #ivanka
[248] children
[247] barbie
[247] nazi
[247] makes

Top Words in Tweet in G8:
[370] trump
[310] ivanka
[285] tech
[268] woman
[236] lazy
[236] attempt
[236] emulate
[236] diversity
[230] beyond
[230] administration

Top Words in Tweet in G9:
[816] women
[782] help
[520] lot
[357] trump
[300] ivanka
[296] ces
[293] keynote
[287] tech
[277] backlash
[272] sparks

Top Words in Tweet in G10:
[566] women
[307] ivanka
[301] ces
[293] keynote
[284] tech
[279] trump's
[277] speech
[277] branded
[273] 2020
[273] insult

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6541] ivanka,trump
[2187] ces,2020
[2073] ces,keynote
[1920] keynote,speaker
[1593] women,tech
[1469] keynote,speech
[1402] sparks,backlash
[1285] speech,ces
[1271] keynote,address
[1186] trump,ces

Top Word Pairs in Tweet in G1:
[893] keynote,speaker
[885] ces,2020
[851] speaker,ces
[851] electronics,trade
[851] trade,show
[850] tuesday,ivankatrump
[850] ivankatrump,serve
[850] serve,keynote
[850] 2020,nation
[850] nation,biggest

Top Word Pairs in Tweet in G2:
[913] american,competitiveness
[911] thank,ces
[911] ces,opportunity
[911] opportunity,discuss
[911] discuss,jobs
[911] jobs,american
[911] competitiveness,#ces2020
[867] ivanka,trump
[276] ces,ivanka
[263] keynote,speaker

Top Word Pairs in Tweet in G3:
[1316] ivanka,trump
[346] ces,2020
[336] keynote,speech
[295] speech,ces
[235] backlash,over
[234] faces,backlash
[232] over,keynote
[230] trump,faces
[219] privilege',ivanka
[204] ivanka,trump's

Top Word Pairs in Tweet in G4:
[892] ivanka,trump
[685] ces,keynote
[681] sparks,backlash
[679] technology,conference
[676] trump,ces
[676] keynote,address
[676] address,sparks
[676] women,more
[676] more,technical
[676] technical,experience

Top Word Pairs in Tweet in G5:
[496] ivanka,trump
[341] keynote,speech
[337] speech,ces
[329] women,tech
[312] ces,2020
[263] ivanka,trump's
[262] trump's,keynote
[262] 2020,branded
[261] insult,women
[260] branded,insult

Top Word Pairs in Tweet in G6:
[483] lancer,attaque
[482] tensions,usa
[482] usa,iran
[482] iran,marlène
[482] marlène,schiappa
[482] schiappa,estime
[482] estime,qu
[482] qu,guerre
[482] guerre,serait
[482] serait,peu

Top Word Pairs in Tweet in G7:
[288] dad,help
[288] help,immigrants
[253] trump,claims
[253] claims,dad
[248] #ivanka,trump
[247] barbie,nazi
[247] nazi,makes
[247] makes,pronouncement
[247] pronouncement,#ivanka
[247] immigrants,separating

Top Word Pairs in Tweet in G8:
[265] woman,tech
[236] lazy,attempt
[236] attempt,emulate
[236] emulate,diversity
[229] ivanka,woman
[229] ceo,background
[229] background,lazy
[229] diversity,emulation
[229] emulation,quite
[229] quite,thing

Top Word Pairs in Tweet in G9:
[520] help,women
[295] ivanka,trump
[276] women,tech
[272] ces,keynote
[272] sparks,backlash
[260] lot,women
[260] women,doing
[260] doing,lot
[260] lot,work
[260] work,help

Top Word Pairs in Tweet in G10:
[279] ivanka,trump's
[277] trump's,keynote
[277] keynote,speech
[275] women,tech
[272] speech,ces
[272] ces,2020
[272] 2020,branded
[272] branded,insult
[272] insult,women
[272] women,women

Top Replied-To
Top Replied-To in Entire Graph:
@ivankatrump
@ces
@twittermktg
@hoodlumrip
@washingtonpost
@ctatech
@realdonaldtrump
@gerhardroger
@douglas_collins
@darrellissa

Top Replied-To in G1:
@ivankatrump
@gerhardroger
@douglas_collins
@realdonaldtrump
@darrellissa
@gop
@forwardarc
@investingreat
@nyc4691
@gtconway3d

Top Replied-To in G2:
@ces
@ivankatrump
@twittermktg
@hoodlumrip
@ctatech
@garyshapiro
@mollyjongfast
@fantrust
@rachelsklar
@nowthisnews

Top Replied-To in G3:

Top Replied-To in G4:
@washingtonpost
@heatherkelly
@ces
@thehill
@johnny5024
@mayordadler
@time
@ivankatrump

Top Replied-To in G5:
@ivankatrump
@safetypindaily
@2021_free

Top Replied-To in G6:
@journalelysee
@lilibrinderbe

Top Replied-To in G7:
@hope012015
@usrealitycheck

Top Replied-To in G8:
@briannawu
@stevesilberman
@ces
@tdub

Top Replied-To in G9:
@vickypjward

Top Replied-To in G10:
@ivankatrump

Top Mentioned
Top Mentioned in Entire Graph:
@ivankatrump
@ces
@realdonaldtrump
@variety
@benioff
@delta
@secelainechao
@potus
@vp44
@bfmtv

Top Mentioned in G1:
@ivankatrump
@realdonaldtrump
@variety
@ces
@delta
@benioff
@secelainechao
@wired
@digitaltrends
@twittmypants

Top Mentioned in G2:
@ces
@ivankatrump
@engadget
@garyshapiro
@ctatech
@googlenews
@jessconditt
@caro_milanesi
@reviewjournal
@whitehouse

Top Mentioned in G3:
@ric9871ric
@hybrid_circle
@hybrid_ts
@fintechzoom
@usa_feeds
@franjesuslopez

Top Mentioned in G4:
@ces
@washingtonpost
@cat_zakrzewski
@tonyajoriley
@zsk
@heatherkelly
@time
@ivankatrump
@healthythinker
@smoffymoth

Top Mentioned in G5:
@ces
@ivankatrump
@_feedspot
@mailonline
@cat_zakrzewski
@digitaltrends
@demunderground

Top Mentioned in G6:
@fhollande
@andrgilles1
@ivankatrump
@realdonaldtrump

Top Mentioned in G7:
@ces
@aol
@houstonchron
@sar_oso
@stabbytosavit
@forbes
@ivankatrump
@googlenews
@paleofuture
@vicmsong

Top Mentioned in G8:
@briannawu
@liverpool5g
@leongreen
@ivankatrump
@ces
@garyshapiro

Top Mentioned in G9:
@lizshuler
@ces
@briannawu
@grandpooba5440

Top Mentioned in G10:
@ces
@newsweek
@ivankatrump
@wired

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@missb62
@jornalistavitor
@the_news_diva
@filafresh
@paoloigna1
@detikcom
@robinsnewswire
@danielpilotte
@dichristine

Top Tweeters in G1:
@marcodacostafx
@delta
@souljahsingh
@mattmurph24
@insdatainter
@el_universal_mx
@chantelldawnsny
@patriot_girl_tx
@britpoptarts
@ambinc1

Top Tweeters in G2:
@joefreedomlove
@aldoceccarelli
@cheezwitham
@jtblogs
@shoutgracegrace
@disasterpastor
@drofdem
@finanzlinkscom
@lacunalingua
@richsimmondsza

Top Tweeters in G3:
@zazoomblog
@robinsnewswire
@raizmakmur
@current_knewz
@medicinehelp
@koltovskoyyakov
@scotland4me
@akemoi
@freiewelteu
@globalissuesweb

Top Tweeters in G4:
@crewislife
@wqqn
@phillip92321
@real_infinity95
@thereal_rebel
@ggg_says
@thehill
@russelltim151
@bellesapepper37
@lisakbromley

Top Tweeters in G5:
@onahunttoday
@just_old_joe
@lesleygsmith3
@stockguy61
@awelab1956
@euethnic
@journeyproducti
@darlene_edw
@jodotcom
@mobea

Top Tweeters in G6:
@bonsoirmichel
@petre_bogdan
@chani_bayle
@vuitlife
@pouceopposable
@patrickmarierom
@rnational_nonof
@nouveaux_poppys
@kdarbandi
@philippecombaut

Top Tweeters in G7:
@monicasloves
@lehimesa
@mog7546
@usrealitycheck
@pitarampal
@rhiles2760
@marthalynneowe1
@chriskirouac
@79topper
@markfromhalsey

Top Tweeters in G8:
@n7irl
@enrico056
@jjj5819
@sullyanne1
@barbaraward235
@ppp200x
@janeface15
@arthur_affect
@adrienneleigh
@not_backingdown

Top Tweeters in G9:
@twitlertwit
@backstorymom1
@katcapps
@kimvie
@docrocktex26
@geostompx
@ronsupportsyou
@debsomewhere
@drrimmer
@juliawb

Top Tweeters in G10:
@alllwftopic
@_rjardon
@deathtocrazy
@kat223
@januaryhandl
@thecorollary
@bobsarmymom
@squirrel_ma
@momrovin
@donmgreen