Marvel Muslim, Twitter, 8/11/2022 3:10:12 PM, 279892


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NodeXL Twitter Report Friday, 22 July 2022 at 15:40 UTC
NodeXL Twitter Report Friday, 22 July 2022 at 15:40 UTC
From:
Sonic
Uploaded on:
August 11, 2022
Short Description:
Marvel Muslim via NodeXL https://bit.ly/3doZniY
@foxville_art
@captaincupkicks
@minib622
@jessiegender
@marvel
@jihadwatchrs
@raamsraghu
@disneyplus
@hasanminhaj
@msmarvel

Top hashtags:
#msmarvel
#marvel
#missmarvel
#imanvellani
#muslim
#kamalakhan
#mcu
#disneyplus

Description:
Description
The graph represents a network of 17,672 Twitter users whose recent tweets were included in a list (Marvel Muslim) of 20006 tweet IDs, or who were replied to or mentioned in those tweets. 19983 out of 20006 tweets were collected. The network was obtained from Twitter on Friday, 22 July 2022 at 16:32 UTC.

The tweets in the network were tweeted over the 29-day, 23-hour, 39-minute period from Wednesday, 01 June 2022 at 00:06 UTC to Thursday, 30 June 2022 at 23:45 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.


Overall Graph Metrics
Vertices : 17672
Unique Edges : 24061
Edges With Duplicates : 2536
Total Edges : 26597
Number of Edge Types : 5
Retweet : 14290
Tweet : 4003
MentionsInRetweet : 4734
Replies to : 1305
Mentions : 2265
Self-Loops : 4049
Reciprocated Vertex Pair Ratio : 0.00728470675575353
Reciprocated Edge Ratio : 0.0144640471693768
Connected Components : 3113
Single-Vertex Connected Components : 2455
Maximum Vertices in a Connected Component : 13115
Maximum Edges in a Connected Component : 21547
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.577111
Graph Density : 6.95173148549187E-05
Modularity : 0.722616
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 17,672 Twitter users whose recent tweets were included in a list (Marvel Muslim) of 20006 tweet IDs, or who were replied to or mentioned in those tweets. 19983 out of 20006 tweets were collected. The network was obtained from Twitter on Friday, 22 July 2022 at 16:32 UTC.

The tweets in the network were tweeted over the 29-day, 23-hour, 39-minute period from Wednesday, 01 June 2022 at 00:06 UTC to Thursday, 30 June 2022 at 23:45 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 : TwitterIDList
Graph Term : Marvel Muslim
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[346] https://www.jihadwatch.org/?p=261643
[155] https://www.imdb.com/title/tt10857164/ratings
[133] https://choice.npr.org/index.html?origin=https://www.npr.org/2022/06/17/1105512370/ms-marvel-muslim-islam-how-represented
[116] https://variety.com/2022/tv/news/ms-marvel-muslim-south-asian-representation-iman-vellani-1235288589/
[115] https://www.refinery29.com/en-gb/ms-marvel-disney-plus-reclaiming-muslim-joy
[107] https://trib.al/SgIodWl
[104] https://www.reuters.com/lifestyle/fan-turns-superhero-ms-marvel-comic-spin-off-2022-06-07/
[89] https://choice.npr.org/index.html?origin=https://www.npr.org/2022/06/17/1105512370/ms-marvel-muslim-islam-how-represented?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[83] https://www.bbc.com/culture/article/20220607-why-marvel-has-struck-gold-with-muslim-superhero-ms-marvel
[77] https://english.alaraby.co.uk/features/five-muslim-women-why-they-love-ms-marvel

Top URLs in Tweet in G1:
[2] https://twitter.com/MCU_Direct/status/1534547766634070018
[1] https://www.hollywoodreporter.com/tv/tv-features/iman-vellani-ms-marvel-kamala-khan-1235156656/
[1] https://twitter.com/tariq_raouf/status/1534581145936900096?s=10&t=4WDGNUqzewBYe6Jnri4UJg
[1] https://gizmodo.com/ms-marvel-episode-1-recap-generation-why-1849034614
[1] https://choice.npr.org/index.html?origin=https://www.npr.org/2022/06/17/1105512370/ms-marvel-muslim-islam-how-represented
[1] https://www.refinery29.com/en-gb/ms-marvel-disney-plus-reclaiming-muslim-joy

Top URLs in Tweet in G2:
[32] https://www.bbc.com/culture/article/20220607-why-marvel-has-struck-gold-with-muslim-superhero-ms-marvel
[31] https://choice.npr.org/index.html?origin=https://www.npr.org/2022/06/17/1105512370/ms-marvel-muslim-islam-how-represented
[22] https://twitter.com/TesolinJulian/status/1534505384756801536
[21] https://www.theguardian.com/tv-and-radio/2022/jun/08/ms-marvel-review-a-glorious-debut-for-the-first-muslim-superhero
[17] https://www.bbc.co.uk/news/entertainment-arts-61743910?at_medium=RSS&at_campaign=KARANGA
[15] https://www.aljazeera.com/program/the-stream/2022/6/29/what-does-ms-marvel-mean-to-the-muslim-american-community
[14] https://choice.npr.org/index.html?origin=https://www.npr.org/2022/06/17/1105512370/ms-marvel-muslim-islam-how-represented?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[14] https://www.bbc.co.uk/news/entertainment-arts-61743910
[13] https://www.theguardian.com/tv-and-radio/2022/jun/06/iman-vellani-playing-marvels-first-muslim-superhero-ms-marvel
[12] https://disneyparks.disney.go.com/blog/2022/06/representation-matters-muslim-cast-members-meet-ms-marvel-at-disney-california-adventure-park/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[111] https://www.refinery29.com/en-gb/ms-marvel-disney-plus-reclaiming-muslim-joy
[74] https://english.alaraby.co.uk/opinion/muslim-representation-ms-marvel-good-and-not-so-good
[72] https://english.alaraby.co.uk/features/five-muslim-women-why-they-love-ms-marvel
[45] https://gizmodo.com/ms-marvel-episode-3-recap-destined-clandestine-explaine-1849094485
[33] https://www.amaliah.com/post/64833/ms-marvel-iman-vellani-interview-first-muslim-superhero
[29] https://www.kakuchopurei.com/2022/06/ms-marvel-showrunner-bisha-k-ali-interview/
[28] https://eu.northjersey.com/story/entertainment/2022/06/06/jersey-city-ms-marvel-school-disney-plus-mcu/9554708002/
[21] https://www.elitedaily.com/entertainment/iman-vellani-ms-marvel-kamala-khan-interview?utm_source=twitter&utm_medium=owned&utm_campaign=elitedaily
[21] https://ardoomer.ca/interview-g-willow-wilson-on-ms-marvel-and-the-muslim-american-experience/
[17] https://www.ign.com/articles/ms-marvel-episode-2-muslim-representation

Top URLs in Tweet in G4:
[15] https://gizmodo.com/ms-marvel-episode-3-recap-destined-clandestine-explaine-1849094485?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=gizmodo
[7] https://thegrio.com/2022/06/10/travina-springer-on-playing-a-black-layered-and-unapologetically-muslim-character-in-ms-marvel/
[5] https://www.theguardian.com/tv-and-radio/2022/jun/06/iman-vellani-playing-marvels-first-muslim-superhero-ms-marvel?utm_term=Autofeed&CMP=soc_568&utm_medium=Social&utm_source=Twitter#Echobox=1654497709
[4] https://www.theguardian.com/tv-and-radio/2022/jun/06/iman-vellani-playing-marvels-first-muslim-superhero-ms-marvel?utm_term=Autofeed&CMP=soc_568&utm_medium=Social&utm_source=Twitter#Echobox=1654511140
[3] https://twitter.com/Marvfess/status/1534485210015813632
[2] https://www.theguardian.com/tv-and-radio/2022/jun/08/ms-marvel-review-a-glorious-debut-for-the-first-muslim-superhero?utm_term=Autofeed&CMP=soc_568&utm_medium=Social&utm_source=Twitter#Echobox=1654727545
[2] https://twitter.com/msmarvel/status/1534233735431741440
[2] https://twitter.com/TesolinJulian/status/1534505384756801536
[2] https://twitter.com/SophiaAQ/status/1535093044680204288
[2] https://www.youtube.com/watch?v=15i97om4WaU&feature=youtu.be


Top URLs in Tweet in G5:
[33] https://youtu.be/4xykawO_BLc?sf166811703=1
[29] https://www.cnet.com/culture/entertainment/ms-marvel-on-disney-plus-is-the-muslim-representation-ive-been-waiting-for/#ftag=COS-05-10aaa0j
[13] https://www.newsweek.com/muslim-women-finally-positively-portrayed-ms-marvel-opinion-1716616
[11] https://fangirlish.com/2022/06/07/ms-marvel-this-pakistani-muslim-womans-expectations/
[10] https://www.bbc.co.uk/news/av/newsbeat-61828735
[9] https://time.com/6186214/ms-marvel-pakistani-muslim-culture/
[9] https://www.youtube.com/watch?v=4xykawO_BLc&feature=youtu.be

[9] https://datebook.sfchronicle.com/movies-tv/superfan-becomes-superhero-in-boundary-breaking-new-marvel-series
[8] https://www.bbc.com/culture/article/20220607-why-marvel-has-struck-gold-with-muslim-superhero-ms-marvel
[8] https://www.theguardian.com/commentisfree/2022/jun/20/ms-marvel-superhero-second-gen-pakistani-women-like-me

Top URLs in Tweet in G6:
[10] https://wired.jp/2014/01/20/ms-marvel-muslim-superheroine/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired-jp&utm_social-type=earned
[2] https://twitter.com/Comic_Foil/status/1539650694898036736
[1] https://variety.com/2022/tv/news/ms-marvel-muslim-south-asian-representation-iman-vellani-1235288589/
[1] https://en.wikipedia.org/wiki/Kamala_Khan

Top URLs in Tweet in G7:
[18] https://twitter.com/MCU_Direct/status/1537910415488823299
[17] https://twitter.com/therealsupes/status/1539670459037298688
[5] https://twitter.com/joonthors/status/1539709969528147968
[5] https://twitter.com/TesolinJulian/status/1534505384756801536
[5] https://www.samaaenglish.tv/news/40010770/revised-schedule-of-ms-marvel-screenings-in-pakistan-announced
[4] https://twitter.com/honeymoron/status/1538101670382825472
[4] https://msmarvelnews.carrd.co/
[3] https://twitter.com/qamarunshadow/status/1532763062247337989
[3] https://twitter.com/yizhuojaem/status/1534582410934878210
[3] https://www.samaaenglish.tv/news/40010904/ms-marvel-witnesses-low-viewership-on-disney

Top URLs in Tweet in G8:
[346] https://www.jihadwatch.org/?p=261643
[7] https://thereligionofpeace.com/
[6] https://sirfnews.com/disney-plus-muslim-ms-marvel-attempts-to-make-islam-look-cool/
[5] https://tribune.com.pk/story/2361695/ms-marvel-is-being-review-bombed-on-imdb-for-its-south-asian-muslim-superhero
[3] https://twitter.com/LehiRed/status/1540264517447319552
[1] https://www.bbc.com/culture/article/20220607-why-marvel-has-struck-gold-with-muslim-superhero-ms-marvel
[1] https://www.jihadwatch.org/2022/06/muslims-enraged-as-muslim-ms-marvel-turns-out-to-be-un-islamic

Top URLs in Tweet in G9:
[75] https://variety.com/2022/tv/news/ms-marvel-muslim-south-asian-representation-iman-vellani-1235288589/
[44] https://www.elitedaily.com/entertainment/iman-vellani-ms-marvel-kamala-khan-interview?utm_source=twitter&utm_medium=owned&utm_campaign=elitedaily
[43] https://variety.com/2022/tv/news/ms-marvel-trailer-disney-plus-1235205029/
[38] https://www.nydailynews.com/entertainment/tv/ny-ms-marvel-adil-el-arbi-and-bilall-fallah-20220606-rpwivvv6qveurfqh3wu2t4s7gq-story.html
[26] https://www.ign.com/articles/ms-marvel-episode-2-muslim-representation
[20] https://twitter.com/DiscussingFilm/status/1534160911484715008
[13] https://deadline.com/2022/06/ms-marvel-iman-vellani-first-mcu-muslim-headliner-1235048329/
[13] http://trib.al/1onhvAR
[13] https://www.hollywoodreporter.com/tv/tv-news/ms-marvel-tattoos-muslim-representation-red-carpet-1235158915/
[12] http://trib.al/bHqin1m

Top URLs in Tweet in G10:
[92] https://www.reuters.com/lifestyle/fan-turns-superhero-ms-marvel-comic-spin-off-2022-06-07/
[24] https://trib.al/e7XNJUi
[15] https://www.kerrang.com/ms-marvel-is-reclaiming-alternative-muslim-representation
[10] https://www.nbcnews.com/news/asian-america/ms-marvel-praised-fans-flooded-bad-reviews-critics-think-know-rcna32830?cid=sm_npd_nn_tw_aa
[3] https://www.nbcnews.com/news/asian-america/ms-marvel-trailer-depicts-first-muslim-superhero-typical-south-asian-a-rcna20140?cid=sm_npd_nn_tw_aa
[3] https://asamnews.com/2022/06/08/south-asian-and-muslim-fans-excited-about-debut-of-ms-marvel/
[3] https://asamnews.com/2022/06/11/south-asian-pakistani-muslim-culture-ms-marvel/
[3] https://www.nbcnews.com/news/asian-america/many-muslims-say-see-screen-new-light-ms-marvel-rcna33532
[3] https://www.vice.com/en/article/qjkdnw/ms-marvel-disney-new-show-pakistani-muslim-south-asian-representation
[2] https://trib.al/Etf6xzn?utm_source=VICE_Twitter&utm_medium=social+

Top Domains
Top Domains in Tweet in Entire Graph:
[764] twitter.com
[481] trib.al
[411] co.uk
[359] jihadwatch.org
[258] npr.org
[257] theguardian.com
[201] variety.com
[156] imdb.com
[124] bbc.com
[119] refinery29.com

Top Domains in Tweet in G1:
[3] twitter.com
[1] hollywoodreporter.com
[1] gizmodo.com
[1] npr.org
[1] refinery29.com

Top Domains in Tweet in G2:
[209] twitter.com
[88] co.uk
[73] theguardian.com
[66] npr.org
[41] bbc.com
[26] cbc.ca
[26] cnn.com
[19] yahoo.com
[17] youtube.com
[17] go.com

Top Domains in Tweet in G3:
[208] co.uk
[113] refinery29.com
[57] twitter.com
[54] gizmodo.com
[33] amaliah.com
[31] kakuchopurei.com
[28] northjersey.com
[22] fangirlish.com
[22] theguardian.com
[21] elitedaily.com

Top Domains in Tweet in G4:
[16] gizmodo.com
[16] twitter.com
[13] theguardian.com
[7] thegrio.com
[2] youtube.com
[1] hollywoodreporter.com
[1] variety.com
[1] reuters.com
[1] bbc.com
[1] forbes.com

Top Domains in Tweet in G5:
[37] twitter.com
[33] youtu.be
[32] cnet.com
[20] co.uk
[19] youtube.com
[19] theguardian.com
[13] trib.al
[13] newsweek.com
[13] fangirlish.com
[12] sfchronicle.com

Top Domains in Tweet in G6:
[10] wired.jp
[2] twitter.com
[1] variety.com
[1] wikipedia.org

Top Domains in Tweet in G7:
[62] twitter.com
[8] samaaenglish.tv
[4] variety.com
[4] carrd.co
[3] trib.al
[2] npr.org
[2] tumblr.com
[2] go.com
[1] theguardian.com
[1] imdb.com

Top Domains in Tweet in G8:
[347] jihadwatch.org
[7] thereligionofpeace.com
[6] sirfnews.com
[5] com.pk
[3] twitter.com
[1] bbc.com

Top Domains in Tweet in G9:
[132] variety.com
[50] elitedaily.com
[38] nydailynews.com
[33] ign.com
[31] twitter.com
[27] trib.al
[23] co.uk
[15] hollywoodreporter.com
[13] deadline.com
[7] collider.com

Top Domains in Tweet in G10:
[92] reuters.com
[26] trib.al
[16] nbcnews.com
[15] kerrang.com
[9] asamnews.com
[3] vice.com
[1] youtube.com
[1] geekculture.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3902] msmarvel
[240] marvel
[170] missmarvel
[145] imanvellani
[139] muslim
[135] kamalakhan
[114] mcu
[65] disneyplus
[59] marvelstudios
[56] disney



Top Hashtags in Tweet in G1:
[8] msmarvel
[1] mcu

Top Hashtags in Tweet in G2:
[302] msmarvel
[69] marvel
[47] muslim
[27] imanvellani
[26] news
[23] marvelstudios
[21] disney
[18] mcu
[17] kamalakhan
[16] disneyplus

Top Hashtags in Tweet in G3:
[613] msmarvel
[28] marvel
[27] kamalakhan
[21] mcu
[11] missmarvel
[6] imanvellani
[5] disneyplus
[4] avengerscampus
[4] jubileeweekend
[4] msmarvelepisode1

Top Hashtags in Tweet in G4:
[1381] msmarvel
[14] kamalakhan
[6] tbt
[5] sipalingmarvel
[1] missmarvel
[1] robot
[1] robotics

Top Hashtags in Tweet in G5:
[262] msmarvel
[38] marvel
[28] kamalakhan
[28] muslim
[26] imanvellani
[17] disneyplus
[17] representationmatters
[17] marvelstudios
[15] mcu
[9] pakistani

Top Hashtags in Tweet in G6:
[9] msmarvel

Top Hashtags in Tweet in G7:
[115] missmarvel
[62] msmarvel
[18] disney
[5] kamalakhan
[5] samaatv
[3] marvel
[2] travel
[2] florida
[1] these

Top Hashtags in Tweet in G8:
[6] msmarvel

Top Hashtags in Tweet in G9:
[342] msmarvel
[13] thepunisher
[4] imanvellani
[4] disneyplus
[4] mcu
[3] asianamerican
[3] aapi
[3] pakistaniamerican
[2] kamalakhan
[2] missmarvel

Top Hashtags in Tweet in G10:
[8] msmarvel
[2] muslim
[2] disneyplus
[1] representationmatters
[1] marvel

Top Words
Top Words in Tweet in Entire Graph:
[21300] marvel
[20231] muslim
[6205] girl
[6051] show
[4972] people
[4859] pakistani
[4754] like
[4179] superhero
[3841] #msmarvel
[3384] media

Top Words in Tweet in G1:
[2699] muslim
[2695] marvel
[2660] show
[2657] pakistani
[2648] like
[2646] people
[2637] represented
[2636] lot
[2636] girl
[2634] hating

Top Words in Tweet in G2:
[2818] marvel
[2743] muslim
[895] superhero
[397] show
[367] representation
[305] pakistani
[301] #msmarvel
[291] disney
[288] iman
[276] mcu

Top Words in Tweet in G3:
[2482] muslim
[2256] marvel
[1869] time
[1172] series
[1107] girl
[1081] vellani
[1073] iman
[1024] minib622
[971] absolutely
[968] watching

Top Words in Tweet in G4:
[2834] marvel
[1645] muslim
[1381] #msmarvel
[1339] episode
[1234] representation
[1215] religion
[1200] glad
[1197] shying
[1197] kamala's
[1197] impactful

Top Words in Tweet in G5:
[1182] marvel
[1175] muslim
[571] part
[541] superhero
[482] msmarvel
[475] disneyplus
[453] marvelstudios
[341] asian
[338] south
[321] female

Top Words in Tweet in G6:
[1620] white
[922] marvel
[911] muslim
[868] people
[865] girl
[815] being
[814] great
[805] review
[805] bombed
[805] part

Top Words in Tweet in G7:
[1136] marvel
[1089] muslim
[370] great
[354] show
[352] people
[338] superhero
[303] comics
[293] like
[261] being
[256] good

Top Words in Tweet in G8:
[736] marvel
[731] muslim
[683] tv
[682] hindu
[682] actor
[353] muslims
[352] islamic
[347] enraged
[346] un
[344] series

Top Words in Tweet in G9:
[762] muslim
[419] marvel
[323] #msmarvel
[294] vellani
[239] representation
[231] iman
[192] series
[184] superhero
[153] lot
[137] role

Top Words in Tweet in G10:
[419] marvel
[389] muslim
[306] superhero
[276] show
[232] kamala
[232] khan
[205] marvel's
[178] television
[156] vellani
[155] iman

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5668] muslim,girl
[3656] pakistani,muslim
[3052] lot,people
[3018] show,pakistani
[3016] hating,marvel
[2998] people,online
[2998] represented,media
[2996] media,like
[2995] online,hating
[2995] marvel,angrily

Top Word Pairs in Tweet in G1:
[2639] pakistani,muslim
[2636] lot,people
[2636] show,pakistani
[2636] muslim,girl
[2634] hating,marvel
[2632] people,online
[2632] online,hating
[2632] marvel,angrily
[2632] angrily,commenting
[2632] commenting,show

Top Word Pairs in Tweet in G2:
[596] muslim,superhero
[349] marvel,muslim
[266] iman,vellani
[185] muslim,representation
[149] kamala,khan
[144] pakistani,muslim
[125] south,asian
[100] superhero,muslim
[92] muslim,girl
[87] being,muslim

Top Word Pairs in Tweet in G3:
[1066] muslim,girl
[1043] iman,vellani
[927] watching,marvel
[914] vellani,star
[913] time,alive
[913] alive,muslim
[913] girl,mcu
[913] mcu,started
[913] started,watching
[913] marvel,absolutely

Top Word Pairs in Tweet in G4:
[1197] glad,marvel
[1197] marvel,shying
[1197] shying,kamala's
[1197] kamala's,religion
[1197] religion,muslim
[1197] muslim,impactful
[1197] impactful,representation
[1197] representation,#msmarvel
[1190] marvel,episode
[1188] episode,glad

Top Word Pairs in Tweet in G5:
[415] muslim,superhero
[331] south,asian
[310] female,muslim
[275] superhero,msmarvel
[274] marvelstudios,minib622
[273] msmarvel,marvelstudios
[269] 'i,wrote
[269] wrote,marvel
[269] marvel,show'
[269] show',proud

Top Word Pairs in Tweet in G6:
[862] muslim,girl
[805] marvel,great
[805] great,being
[805] being,review
[805] review,bombed
[805] bombed,part
[805] part,people
[805] people,muslim
[805] girl,replacing
[805] replacing,white

Top Word Pairs in Tweet in G7:
[208] south,asian
[207] superhero,being
[207] being,djinn
[207] marvel,good
[206] muslim,mcu
[206] mcu,superhero
[206] djinn,actual
[206] actual,possibility
[206] possibility,thinking
[206] thinking,marvel

Top Word Pairs in Tweet in G8:
[349] muslim,marvel
[346] muslims,enraged
[346] enraged,muslim
[346] marvel,un
[346] un,islamic
[342] muslim,girl
[342] tv,series
[341] popular,tv
[341] tv,star
[341] star,america

Top Word Pairs in Tweet in G9:
[231] iman,vellani
[172] muslim,representation
[120] #msmarvel,pleasant
[120] pleasant,surprise
[120] surprise,vibrant
[120] vibrant,well
[120] well,directed
[120] directed,series
[120] series,pronounced
[120] pronounced,visual

Top Word Pairs in Tweet in G10:
[300] muslim,superhero
[232] kamala,khan
[205] marvel's,muslim
[186] show,marvel
[178] television,show
[155] iman,vellani
[94] superhero,tv
[94] tv,debut
[94] debut,show
[94] khan,power

Top Replied-To
Top Replied-To in Entire Graph:
@tesolinjulian
@marvel
@marvelstudios
@gwillowwilson
@therealsupes
@hkdevblog
@farbod_e
@msmarvel
@jessiegender
@faroutakhtar

Top Replied-To in G1:
@foxville_art
@bhootbabe
@bobbertbobo
@channakt
@therealcliffyb
@annecomics
@not_me102
@summonnecro
@mgonmovies
@troymation

Top Replied-To in G2:

Top Replied-To in G3:
@gwillowwilson
@therealsupes
@afrozefz
@bishakali
@ravynnkamia
@marvelstudios
@minib622
@spiderswarz
@msmarveluk

Top Replied-To in G4:
@marvfess
@foxville_art
@sipalingmarvel
@mcu_direct
@minholeeknowcat
@cuddlebbear
@iwtsdress
@captaincupkicks

Top Replied-To in G5:
@marvel
@marvelstudios
@msmarvel
@faroutakhtar
@shivams60584695
@disneyplus
@sophielouisecc
@muslim_jewish
@vanillatary
@verasantamaria_

Top Replied-To in G6:
@jessiegender
@monkeybuttzz
@vivian25879573

Top Replied-To in G7:
@sim0njess
@comicgirlashley
@suricidal
@kermit_snapperf
@maryamtron
@mnifuzion
@spectorarchive
@kamalasbff_
@t44hir98

Top Replied-To in G8:
@jihadwatchrs
@singhsahana
@krishnadaasa

Top Replied-To in G9:
@ign
@arkhambatspidey
@bigpapaedward
@boisterybumpkin
@yahirom25
@cosmic_marvel
@taramaster5
@thr
@spectorarchive
@ciaranredokeefe

Top Replied-To in G10:
@reuters
@damintoell
@akashchandras14
@fuzzyface56
@nbcnews
@uncomfotruth2

Top Mentioned
Top Mentioned in Entire Graph:
@minib622
@disneyplus
@msmarvel
@marvel
@marvelstudios
@kevfeige
@gwillowwilson
@refinery29uk
@bishakali
@the_newarab

Top Mentioned in G1:
@foxville_art
@arealgoodlawyer

Top Mentioned in G2:
@stcatstandard
@wellandtribune

Top Mentioned in G3:
@minib622
@gwillowwilson
@refinery29uk
@msmarvel
@the_newarab
@bishakali
@io9
@sarahshaffi
@disneyplus
@afrozefz

Top Mentioned in G4:
@minib622
@heyyitsjared
@travinaspringer
@gizmodo
@marvel
@msmarvel
@marvelstudios
@disneyplus
@watchmenid
@ajstream

Top Mentioned in G5:
@marvel
@disneyplus
@msmarvel
@marvelstudios
@minib622
@ajstream
@disney
@cnet
@richmixlondon
@disneyplushs

Top Mentioned in G6:
@adlerj
@fandommenacels
@nastygirllenny
@washingtonpost
@alisont7
@stevenbc
@immigrantenergy
@von_mad283monk
@yourhucklberri

Top Mentioned in G7:
@minib622
@kevfeige
@disneyplus
@marvelsupdates
@spideysnews
@comicgirlashley
@aniqrahman
@smiteis
@doedoedunfun
@im_duelzz

Top Mentioned in G8:
@jihadwatchrs

Top Mentioned in G9:
@minib622
@carolineframke
@elitedaily
@variety
@ign
@bishakali
@angelique814
@adambvary
@koolsuh
@lolace999

Top Mentioned in G10:
@kerrangmagazine
@reuters
@vice
@minib622
@msmarvel
@asamnews
@nbcnews
@nbcasianamerica

Top Tweeters
Top Tweeters in Entire Graph:
@animalsholbox
@jornalistavitor
@knewz_currently
@filafresh
@matthewtwihard
@rashidaldosari
@dichristine
@kompascom
@berkleybearnews
@paoloigna1

Top Tweeters in G1:
@tokudeka
@mharvey816
@johangreg
@astraea_styx
@angelsscream
@namineeyes
@krakenstein
@tenoq
@girlywolfpup
@morganarosana

Top Tweeters in G2:
@knewz_currently
@kompascom
@berkleybearnews
@zyitegadgets
@medicinehelp
@republikaonline
@andyvermaut
@newsoneplace
@liputan6dotcom
@crweworld

Top Tweeters in G3:
@matthewtwihard
@dynamocooligan
@nlopes952
@1loriking
@newzcms
@42kmi
@saifquadri
@mariojpc
@profsunnysingh
@rebellegrrl

Top Tweeters in G4:
@cloudwanderer3
@rxndxz_
@varun18vijay
@the3jsmom
@dadez33
@punchtspjr
@punkt_ochibo
@evelynvwoodsen
@lwtdayaa
@vanillaofsummer

Top Tweeters in G5:
@yuuji_k1
@wardj15
@bunrxm
@ligayaloyola
@chilhon2016lap
@scott1984fp
@denniskoch10
@wildwalkerwoman
@randys0725
@firstpost

Top Tweeters in G6:
@wally_wests
@mariayells
@galileo908
@pen_bird
@washingtonpost
@nberlat
@mel_kr17
@bartzebest
@tsunami65
@misskylie77

Top Tweeters in G7:
@nikhil_p_b
@ayshamoolla
@visionaryck
@januaryhandl
@remirol1956
@nkengkun
@leti__uchiha
@unusfolklore
@drnikhil_p_b
@krystaihuntress

Top Tweeters in G8:
@dhruvbhim
@annoula64
@akshaychandorka
@nayayoungindia
@bhakthlokesh
@pobbathi_venku
@hustler81
@ashishtrpathi1
@ndsolanki
@1420kunal

Top Tweeters in G9:
@filafresh
@independent
@sshibon
@roseparamore7
@jasonlopezii
@shunsuke_k_d
@seriousspidey
@mjohnso27
@mythos1014
@o_g_log

Top Tweeters in G10:
@rashidaldosari
@eggry
@saragomezaranci
@reuters
@zeinobia
@cmargaronis
@terpsichore_los
@mijomojo1
@renellglover
@souzaeluam


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