#IMDb Graphs
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annislittleshopofhorrors · 4 months ago
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IMDb Graphs 📉📈
Hi Anne - Graph Girl with the numbers for a bit of math fun.
He drops 28 to spot 64 this week. Still a good spot. Not unexpected as Deadpool and Wolverine press slows down. Shooting for Sacrifice starts in September, Red One moved to November 6th release so busy months ahead.
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The It Ends With Us release moves people up. Blake Livey moves up 1 to spot 4. Jenny Slate moves up 303 to spot 12. Justin Baldoni moves up 207 to spot 10.
Deadpool and Wolverine starts to taper off for the men but the women hold. Dafne Keen holds at spot 2. Emma Corrin holds at spot 1. Ryan Reynolds drops from 3 to spot 7. Hugh Jackman drops 5 to spot 13.
SDCC announcements have now slowed down for others. RDJ drops 79 to spot 88. Pedro Pascal drops 43 to spot 82. Florence Pugh drops 51 to spot 113. Anthony Mackie drops 1,314 to spot 2,042. This is an outrage.
Sydney Sweeney drops 3 to spot 24. And a toe drops out of the top 10. Run along little piggy. 🤭
She goes up 56 to spot 1,027. Higher than Mackie who out is out there promoting Cap4. And there is nothing new to report for her. I think we can all see the level of BS that is happening here. But God forbid we call that out when we see it.
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Wow, I didn't expect her IG like would have such a huge impact. 😂😂😂
Drama boy drops 19,201 to spot 153,138
Joana goes up 492 to spot 17,236
Amanda goes up 388,647 to spot 713,775
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charmac · 2 years ago
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Graph on IMDb ratings over the years by a long-running TV Show’s seasons
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Look at Sunny… yeah. That’s my all time star
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blackbird-brewster · 1 year ago
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CM Fanfiction on AO3
I'm a bit of a stats nerd, and I've been wanting to put this together for ages. The following are some statistics regarding Criminal Minds fanfiction of AO3. Do with this what you will, but if ever someone tries to tell me this fandom isn't misogynistic -- I will just point to this post.
I spent an abhorrent amount of time putting this together, hope it's interesting to other people. Please don't send me hate mail for my opinions.
Base Statistics
Total Fics Tagged Criminal Minds: 34,561
These stats were compiled by me on 20/06/23 via AO3's filtering system.
Note: These were taken at face value, meaning these numbers may not be exact. In order to get exact statistics, I'd have to stringently filter out things like mislabelled fics, spam, fics with multiple categories (to find pure slash, femslash fics), etc.
Tumblr will destroy the resolution of the graphs, just click to see full res :)
Fanfic statistics gathered from AO3, episode totals gathered from IMDB.
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CM Fanfiction by Category
Most Popular Category: F/M (26.2%)
Fics Counted in This Statistic: 34,561
These totals weren't all that surprising, in a fandom that is largely obsessed with two men and no one else, I sort of expected this.
The only reason F/M has the largest amount of fics (vs M/M) is because 37% of all F/M fics are "Spencer/Reader". (More about pairings below)
If 'x reader' fics were excluded from the data, then the distribution would skew to: 34% M/M vs 24% F/M
Sorry, I just saw the 'other' category is the same colour as F/M on the graph. Other accounts for 2.3% of all fic categories
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CM Fanfiction by Rating
Most Popular Rating: Teen and Up (30.3%)
Fics Counted in This Statistic: 34,561
I think it's interesting that the most popular ratings are Teen and General -- even though a huge portion of readers only read Mature/Explicit. There are absolutely incredible works that are rated Teen and General, and it's just a shame people don't read them as much as smut. That's probably the same in most fandoms though.
Top Relationships for Each Rating: General Audience: Spencer/Reader Teen and Up: Morgan/Reid Mature: Hotch/Reid Explicit: Hotch/Reid Not Rated: Spencer/Reader
It's no secret that this fandom worships Hotch and Reid above all other characters, but I think there's something to be said that a M/M ship dominates the Mature and Explicit ratings. Slash fic (M/M) has always been more popular than femslash (F/F) in pretty much any fandom, and the history of fetishization of mlm relationships in fanfiction (the fetishisation usually being written by cishet women, not talking about queer people writing queer fic) is always worth discussing.
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CM Fanfiction - Top 10 Characters
Most Popular Character: Spencer Reid (19.9%)
Fics Counted in This Statistic:*indeterminate due to crossover (multiple characters per each fic)
No surprises here with the top three being the men who make up some of the most popular ships.
Notice how Jack Hotchner, a CHILD who was in 22 eps out of 300+ -- is featured in MORE fics than main characters (who were in multiple season) like: Luke, Matt, Tara.
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CM Fanfiction - Top 10 (BAU) Characters
Most Popular Character: Spencer Reid (20.5%)
Fics Counted in This Statistic: *indeterminate due to crossover (multiple characters per each fic)
This one is filtered by BAU members only. Sorry, 'reader', this is about main characters only.
Notice how Gideon (45 total episodes, 2015 fics) and Elle (27 total episodes, 1371 fics) made the top 10 list even though characters who were on the show for YEARS missed out.
Main Characters not in the Top 10: (* denotes section chiefs. Bold denotes characters who appeared in more episodes than Gideon) *Erin Strauss (24 total episodes, 1361 fics) Alex Blake (48 episodes, 1190 fics) Tara Lewis (97 episodes, 1108 fics) Matt Simmons (49 episodes, 642 fics) Ashley Seaver (13 episodes, 279 fics) Kate Callihan (23 episodes, 247 fics) Jordan Todd (8 episodes, 130 fics) *Mateo Cruz (6 epsiodes, 88 fics) Stephan Walker (15 episodes, 66 fics)
All three men who didn't make the Top 10 are men of colour. Which is worth pointing out because the main reason Derek and Luke both made Top 10 is because they are popularly shipped with Reid. Outside of Morgan/Reid and Reid/Alvez -- I doubt they would have been tagged as much as they are.
Also worth nothing that Tara Lewis who appeared in 97 episodes, which makes her the EIGHTH highest billed character (above Luke, Gideon and Elle) -- doesn't even make the Top 10 most written about characters. She also happens to be the ONLY Woman of Colour on this list. Coincidence? Doubtful. She's also the ONLY canonically QUEER character -- and yet....even in the F/F tag she doesn't make top 5 (more about ships below)
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CM Fanfiction - Top 10 Relationships
Most Popular Pairing: Reid/Reader (24.5%)
Most Popular Character Ship: Hotch/Reid (18%)
Fics Counted in This Statistic: 20,873 out of 34,561 (*includes fics with multiple pairings tagged)
This was WILD to me. I knew that 'Spencer x Reader' fics (I grouped ones tagged 'reader' and ones tagged 'you' together for this graph) were popular but I wasn't prepared for how skewed this data was. I don't have much to say about it anything involving Reid tbrh
Only three out of ten top relationships DO NOT involve Spencer Reid.
For people who don't know: using a slash ( / ) to denote a pairing means the pairing is romantic, using the ampersand (&) to denote a pairing generally indicates a non-romantic relationship.
Notice the ONLY F/F pairing that made Top 10 was JJ/Emily (with only 10%)
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CM Fanfiction - Top 5 M/F Relationships
Most Popular Relationship: Spencer/Reader (52%)
Fics Counted in This Statistic: 9741 (72% of the total F/M fics on AO3)
Look, I don't know what to say about this. It speaks for itself. This show had an incredible ensemble cast who were all integral to the show's success -- yet, the only character anyone cares about in the fandom is the generic white dudes. Misogyny at it's best.
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CM Fanfiction - Top 5 M/M Relationships
Most Popular Relationship: Hotch/Reid (45%)
Fics Counted in This Statistic: 7870 (75% of the total M/M fics on AO3)
Again, no comment about the most popular ships
I was, however, surprised that Hotch/Rossi made Top 5
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CM Fanfiction - Top 5 F/F Relationships
Most Popular Relationship: JJ/Emily (71%)
Fics Counted in This Statistic: 2927 (65% of the total F/F fics on AO3)
For people who don't know: using a slash ( / ) to denote a pairing means the pairing is romantic, using the ampersand (&) to denote a pairing generally indicates a non-romantic relationship.
It's not surprising that JJ/Emily dominate the femslash category. They have always been the main femslash pair in this fandom. However, they only make up 49% of all F/F pairings!
I was surprised to see that 'x reader' fics took 2 out of 5 slots on this one. And I was especially surprised that Emily/Penelope made top 5. (I mean it's only 148 fics, but there they are)
Again, note how Tara Lewis (a canonically sapphic character) isn't a part of ANY of the top 5 pairings, even though she was in 98 episodes. That's a travesty imo. Tara/Emily trails at about the 7th most popular F/F ship with a mere 115 fics
In Conclusion...
Most of this was to be expected. This fandom has always praised the male characters while pushing the women aside, so the amount of works focusing on Reid and Hotch wasn't that surprising.
I think it's interesting how people tend to throw Jemily shippers under the bus (broad statement made via my 18 years in this fandom), because Femslash is by far the smallest portion of the shippers in the entire fandom. People just hate women
Do with this information what you will. This was mostly compiled because I've always been curious, and also I think it serves as an important archival tool for the fandom.
Please don't send me hate mail for my opinions.
Word Count & Additional Tags Information Below Cut
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CM Fanfiction by Word Count
About 52% of all CM fics (34,561) are under 5,000 words
This was a really fun one to do, and was mostly included because I was curious. I think it'd be worth getting even more specific by trying to work out the average word count for all fics under 5,000 words.
Hey, if you're a marathon author with long works -- look at YOU!! You're a very small percentage in this fandom, and as someone who prefers long-form fic -- I am personally thanking you for your dedication.
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CM Fanfiction - Top 10 Addition Tags
Most Popular Tag: Fluff (21.7%)
Fics Counted in This Statistic: *indeterminate due to crossover (multiple tags per each fic)
I honestly expected angst/whump/hurt/comfort to be first on this. I guess if you add up all the variations of those type of fics, they'd be top tag.
Obviously this one isn't ever going to be perfect, because tons of people either don't tag their fics, or they don't use the prescribed tags above. Still, I thought this was worth adding to the post.
For more stats please see my, [Tara Lewis Fic Stats Post]
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gaycrouton · 2 years ago
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The Best and Worst Rated Episodes of The X-Files according to IMDB - a breakdown ✨
To kick things off, here’s a chart of the ratings for all 218 episodes in the series
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Season One (1993-1994)
Highest Rated The Erlenmeyer Flask (9.0)
Lowest Rated Space (6.2)
Season Average (7.67)
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Season Two (1994-1995)
Highest Rated Anasazi (9.1)
Lowest Rated Fearful Symmetry (6.5)
Season Average (7.84)
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Season Three (1995-1996)
Highest Rated Clyde Bruckman’s Final Repose (9.2)
Lowest Rated Teso Dos Bichos (5.9)
Season Average (7.99)
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Season Four (1996-1997)
Highest Rated Musings of a Cigarette Smoking Man (9.0)
Lowest Rated El Mundo Gira (6.6)
Season Average (7.95)
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Season Five (1997-1998)
Highest Rated Bad Blood (9.2)
Lowest Rated Schizogeny (7.0)
Season Average (8.08)
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Season Six (1998-1999)
Highest Rated Dreamland (9.0)
Lowest Rated Alpha (6.4)
Season Average (8.12)
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Season Seven (1999-2000)
Highest Rated Requiem (8.6)
Lowest Rated Fight Club (6.0)
Season Average (7.61)
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Season Eight (2000-2001)
Highest Rated Existence (8.7)
Lowest Rated Surekill (6.8) Salvage (6.8)
Season Average (7.77)
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Season Nine (2001-2002)
Highest Rated The Truth (8.3) The Truth II (8.3)
Lowest Rated Lord of the Flies (6.9)
Season Average (7.47)
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Season Ten (2016)
Highest Rated Mulder and Scully Meet the Weremonster (8.0)
Lowest Rated Babylon (6.4)
Season Average (7.38)
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Season Eleven (2018)
Highest Rated The Lost Art of Forehead Sweat (8.2)
Lowest Rated My Struggle III (6.4)
Season Average (7.47)
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Films ✨
Fight the Future (1998) | 7.0
I Want to Believe (2008) | 5.9
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Averages Ranked ✨
Season Six (8.12) Season Five (8.08) Season Three (7.99) Season Four (7.95) Season Two (7.84) Season Eight (7.77) Season One (7.67) Season Seven (7.61) Season Eleven (7.47) Season Nine (7.47) Season Ten (7.38)
Series Average (7.81) IMDB Series Rating (8.6)
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Top 10 Highest Rated Episodes
Clyde Bruckman’s Final Repose (9.2) Bad Blood (9.2) Anasazi (9.1) Dreamland (9.0) Redux II (9.0) Musings of a Cigarette Smoking Man (9.0) Paper Clip (9.0) The Erlenmeyer Flask (9.0) Small Potatoes (8.9) Jose Chung’s From Outer Space (8.9)
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Bottom 12 Lowest Rated Episodes
Nothing Lasts Forever (6.6) Signs and Wonders (6.6) Teliko (6.6) Fearful Symmetry (6.5) My Struggle III (6.4) Babylon (6.4) Alpha (6.4) 3 (6.3) Space (6.2) First Person Shooter (6.1) Fight Club (6.0) Teso Dos Bichos (5.9)
[IWTB is also rated 5.9]
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As of March 2023, The X-Files is the 110th Most Popular TV show on IMDB.
Unlike the Nielsen Ratings, these scores aren’t set in stone. Anyone can make an IMDB account and contribute their ratings, so if there’s anything you disagree with on the list, go represent your opinion!
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All statistics from IMDB, all graphs created by me ✨
The data was obtained in March 2023, since IMDB ratings are subject to change, these findings may not be accurate in the future
However, with each episode currently having around 5k ratings, it’s likely not to vary too much.
Trends and Points of Interest✨
Season Three had both the highest rated episode (Clyde Bruckman at 9.2, tied with Bad Blood) and the lowest rated episode (Teso Dos Bichos at 5.9)
Despite being very high on the Nielsen charts, El Mundo Gira is one of the least popular episodes.
Season Three was the most featured on the “Most Popular” list (731, War of the Coprophages, Jose Chung, Paper Clip, Clyde Bruckman)
Despite being a beloved season, Season Four appeared the most on the “Least Popular” list (Teliko, The Field Where I Died, El Mundo Gira, Kaddish)
Here’s the full breakdown for anyone who’s curious to see where their favorite episode lands!
I hate math, but as far as my calculations go-
Mean: 7.81 Median: 7.8 Mode: 7.3 Range: 3.3
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Anything that shocked you?
1) I can’t believe Musings of a Cigarette Smoking Man is so high
2) People are sleeping on Nothing Lasts Forever (it has one of the best MSR scenes!)
3) I know this is an unpopular opinion, but I don’t hate Fight Club. I’ve always liked Kathy Griffin
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georgiapeach30513 · 6 months ago
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https://twitter.com/imlaraedwards/status/1793019510049460558?t=ZP3OdiCAa71DhCxGhAUgxA&s=19
The guy with the big camera, is that the pap person hired to take pics on set?
Usually paps are paid. Not always, but usually. Sometimes they get lucky. And I think the Atlanta one just tracks filming locations.
But the celebrities and paps know how much each need each other. But if you recall Britney Spears, Paris Hilton, Lindsay Lohan, etc in the early aughts. They couldn’t walk because they were surrounded by 20-30 paps. This helps not have that. It’s less dangerous for everyone involved.
Like Dakota, she’s casually been spotted almost everyday of filming. She has a movie Daddio coming out in June. If you watch @annislittleshopofhorrors IMDb graphs, you’ll know why she does pap walks.
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ghostlypawn · 2 years ago
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um heres a graph telling u what the best cm seasons are based on the avg imdb ratings ... do with it what you will
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destinyc1020 · 2 years ago
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Rotten tomatoes was never place for objective opinions and highly politicized. To often films with bad rating can turn out good and vice versa. User verified score highly manipulated too, studios by our seats and leaving reviews by bots. Score not change at all from 100 reviews to 5000+ like try find someone who will believe this. I saw film and it's definitely not 95% and not 50% all audience score truth something in between. Cinema score and IMDb usually much closer but this time ppl there just tired from Disney cash grab and race swap instead of creating own black characters. Nobody there against black panther or miles morales if u look bo tracking. Just food for the mind. Disney will lose money on this one and unfortunately for Halle she was great.
Rotten tomatoes was never place for objective opinions and highly politicized. To often films with bad rating can turn out good and vice versa.
That can definitely be true.
User verified score highly manipulated too, studios by our seats and leaving reviews by bots. Score not change at all from 100 reviews to 5000+ like try find someone who will believe this.
That's probably true, but I'm more likely to believe the "verified" reviews from people they can prove that actually SAW the movie, and aren't just rating the movie w/out seeing it because they're haters. 🙄
Cinema score and IMDb usually much closer
IMDB.com is highly manipulated as well. Just look at the graph of the ratings on certain films. For a lot of "Black" films, the graph doesn't resemble a bell curve (like most normal graphs), but more so resembles a field goal.
but this time ppl there just tired from Disney cash grab and race swap instead of creating own black characters.
Funny how people are just NOW tired of Disney's "cash grab", when just about EVERY single movie that Disney puts out is for a "cash grab".
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Nobody there against black panther or miles morales if u look bo tracking.
First of all, a mermaid is a fictional and mythical character. It's not real. Nor is Ariel real. Funny how nobody has any issues when white actors have played people of color in certain films:
Scarlett Johansson - Ghost in the Shell
Rooney Mara - Pan
Katherine Hepburn - Dragon Seed
John Wayne - The Last Conqueror
Ben Affleck - Argo
Fred Astaire - Bojangles of Harlem
Majority of the Cast - 21
Lara McDonnell - Artemis Fowl
Liam Neeson - Batman Begins
Kris Kristofferson - Blade I & Blade II
Laurence Olivier - Othello
Majority of the Cast - Exodus: Gods and kings
Mickey Rooney - Breakfast at Tiffany's
Angelina Jolie - A Mighty Heart
Just to name a few.....
See..... Y'all don't seem to be upset when it's the other way around....even when the film is about ACTUAL real people in history. 😒
Just food for the mind. Disney will lose money on this one and unfortunately for Halle she was great.
Disney hasn't lost a single thing. The movie JUST made nearly $180 million it's FIRST opening weekend, and is the 5th highest-grossing film for Memorial Day Weekend at the box office lol. 😅
It's not a flop by any means. It's not going to gross as much as an MCU/Marvel movie, but I predict that it's going to make back what it took to make the film and more.
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canonicallyobserving911 · 2 years ago
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9-1-1’s IMDB ratings comparison for seasons 2-6
When season 6 began, all the main cast members were finally present again which means IMDB episode star ratings should have increased; however they remained relatively unchanged.  In season 5, due to missing main cast members and recurring cast members who got too much screen time, users’ comments on IMDB were mostly negative for a lot of the episodes; therefore comments posted for season 6 should have been more positive when compared against season 5 but unfortunately that was not the case.  Even though the per episode star ratings didn’t change much, the number of users that rated each episode did change.  Those numbers declined by more than 50% and some episodes had an even higher decline percentage.
IMDB
IMDB is an acronym for Internet Movie Database and according to the site’s creators, it’s the most popular source for information about movies, television shows, actors/actresses and video games.  For television shows, each episode includes a star rating, the number of users who rated it along with comments (if any).  Registered users of the site can rate episodes from 1-10 stars and they have the option to add a comment if they choose.  Visitors of the site can view the star ratings and read comments while remaining anonymous but since they aren’t registered, they typically don’t have the option to rate or comment on episodes.
This post will focus on the final episode ratings for seasons 2-6 and compare them with the number of users who rated those episodes. Findings should illustrate how the star ratings have practically remained unchanged while the number of users who rated 9-1-1 episodes has drastically declined.   Its purpose is to provide a visual representation of the decline to further illustrate how audience engagement and interest in the show decreased for season 6 when it’s compared against previous seasons.
The information included was obtained from IMDB’s website.  The first 9 episodes of seasons 2-6 were used for comparison but season 1 was omitted because the season only had 10 episodes.
Episode Ratings
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When episode ratings are viewed in a table, it’s easy to see how they remained constant over the seasons.  The average number of stars each episode received ranged from 7.2 to more than 8.4 stars for most episodes with only a few outliers (the cells that include extreme outliers were highlighted).
Line graph
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The line graph shows how episodes in the Tsunami arc (3x2 “Sink or Swim” and 3x3 “The Searchers”) had the highest star ratings of 9.1 and 9.0 respectively. The lowest rated episode was 5x7 “Ghost Stories” with a star rating of 6.6 respectively. Overall the show’s ratings appear to be good but when the number of users who rated them is considered, the decline is noticeable.  Therefore the question becomes, what caused viewers to lose interest in rating 9-1-1 episodes during season 6?
User Ratings
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The table above shows how the number of users who rated each episode steadily declined over the years and it also shows the drastic decline in those numbers for season 6.  (Cells that include extreme outliers were highlighted.)  What caused the decline? Could it be related to lowered audience engagement and interest in the show?  In previous seasons, the number of users who rated episodes typically exceeded 600 and in seasons 2 and 3, on average there were 800 users rating each episode. Season 4 is when the steady decline started but the numbers remained constant through most of season 5.  The number of users who rated episodes during season 6 is very telling because only one episode, 6x3 “The Devil You Know”, had more than 400 users rate it while the other episodes ranged between the low 200s to the high 300s.  The final episode that aired before the hiatus, 6x9 “Red Flag”, had the lowest number of users rate it to date with 180. That’s more than a drastic decline and it’s very telling because it appears users who rated the show in the past haven’t been interested enough in season 6 to offer their opinions about it.
Line graph
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The line graph shows the steady decline that’s happened over the years with the largest drop in users who rated 9-1-1 episodes happening in season 6.  It’s the clear outlier and the show should question why the audience they’ve spent years building simply became uninterested.
When the information listed on IMDB is compared against the weekly TV ratings that are posted, it’s easy to see how those ratings and demo numbers don’t provide an adequate representation of who is watching and how long they stay engaged in the show.  While the number of viewers for 6A ranged from 4.5 to 7.0 million each week, those numbers don’t provide any details on viewer engagement and/or interest for the show’s storylines and its main cast members. While it’s true that views from streaming services are being added to the final weekly TV ratings, it still doesn’t capture all the necessary data that’s needed to determine if the 9-1-1 audience cares or even likes the direction the show is taking.  Why is this important?  It’s important because if viewers watched 6A but they didn’t like the storylines or the direction the show has taken, why would they tune in for 6B?
It appears there’s could be a larger issue that is either (1) being ignored by the showrunner(s), (2) the showrunner(s) don’t care as long as they hit their demo numbers to get enough advertising dollars to get renewed or (3) they haven’t realized how low interest in season 6 became right before the hiatus. The show being on hiatus along with the Christmas and New Year’s holidays can’t be the only contributing factors to the lowered engagement and interest from the audience because IMDB users typically rate episodes right after they air. The comments that were also posted on IMDB further illustrate the way viewers weren’t particularly interested in the episodes during season 6 due to the direction some of the main characters’ storylines and plots have taken.  
Since all the main cast members are back, there’s obviously something else happening with the show that’s not being addressed. That’s why TV ratings and demo numbers shouldn’t be the only source of information that’s used to determine if a show is successful.  Will things get better in 6B?  Hopefully they will but with several weeks to go before 6B episodes start airing, audience engagement and interest continues to remain uncertain.
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serp-api · 11 months ago
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annislittleshopofhorrors · 5 months ago
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IMDb Graphs 📉📈
For the week ending July 14:
He dropped 69 to spot 280. Nothing new to report.
Some others in that range: Chris Hemsworth at 230, Joel Edgerton at 293, Steve Carell at 274.
Sebastian Stan is at spot 982.
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She went up 1,444 to spot 142. Mother Mary is now linked to her list of credits after some re-shooting. Look at that, work.
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😂😂😂 someone really wants to have a new job. She's higher than Hemsworth. So I guess her birthday was a "clicking her profile" party?
Sydney Sweeney is up 7 to spot 18 this week.👏👏👏
Justin is down 44,727 to spot 164,911
Amanda is up 564,104 to spot 625,824
Joana is down 2,640 to spot 17,950
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agenericplaceholdername · 2 months ago
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I absolutely love this not just for the choice of data or data presentation (which are both great), but because I had the same idea and actually created my own version of this a few months ago. Three things:
1) you don't need to include the preeminent's roars in The Kaiju Protocol, since Gayle and PIXAL have a brief exchange
2) I'm not sure how The Turn of the Tide passes unless you're including Wojira's roars too?
3) dragons rising season 2 part 2 keeps up the strong trend, with only one episode definitely failing as far as I can tell
You mentioned that it became easier to find meaningful dialogue as the show went on, and this was actually something I graphed when collecting the data.
0 = failed all 3 prongs of the test
1 = failed 2 prongs
2 = failed 1 prong
3 = passed the test barely (the characters "interacted" but not really directly)
4 = passed the test (the characters had a defined dialogue, if brief)
5 = solidly passed (both characters had multiple lines of dialogue to each other).
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It's good to see things have gotten better.
Another interesting thing is that if you graph the % of episodes in a season that pass the test vs the season's average IMDb rating, there's a clear (although not really statistically significant) trend where seasons with more female rep have higher IMDb scores. clearly, representation does not harm shows (wow! big shock), although ofc both the bechdel test and IMDb are imperfect measures.
analyzing stuff like this is ridiculously interesting and I'm super glad there's someone on here doing this!
Bechdel Testing Ninjago
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So, a little while ago I did the Bechdel test on Ninjago because I've always seen the show as sort of an interesting case study in how women are portrayed in cartoons. Of course, I'm aware the Bechdel test originated as a joke and something passing the Bechdel test doesn't make it feminist/not. Rather, or for me at least, it's an indication of how deficient female representation can be at an aggregate scale. As a way to analyze Ninjago, I feel it works as it shows how female representation over the course of the show. If you're interested I'll now discuss my thoughts on how the analysis went season by season. DISCLAIMER: I did this for fun.
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The pilot was easy. Nya's the only one, so test failed across the board. The first episode that passed the test was when Jay's parents came to visit. Yay Edna! Mystake does show up in episode 7 but, I don't count it as she has not yet been named. 12&13 had a kid's mom in a bus which I decided was enough cus hey, Mom's a name she uses.
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Here's where we really get going. Patty Keys, their real estate agent continues to show up through seabound as a background character, which is pretty cool imo. Episode 5, Mystake finally gets named. Episode 6 was huge for my chart as it's the introduction of Misako. You'd think episode 7 is when her and Nya talked but that's actually when Nya and Gayle had a lil convo. From then on I spent the episodes just staring at the Nya and Misako thinking "talk to her talk to her talk to her." Fortunately, when they did speak, Nya and Misako would be discuss like science, maps, and fate of the world so I never ran into a problem with rule 3. That is, until Rebooted.
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The good news is Pixal's here so it'll be years before we fail rule 1 again. The bad news is we've got a love triangle so goodbye rule 3. Nya actually talked to her student, Sally, and Pixal quite often but it was so often about Jay or Cole so I would just be scouring the episode for a single exchange where they talked about anything else. During the Tournament, Nya, Pixal, Skylor, and Misako were all in different groupings and it was rare that Tox or Camille would say something so no rule 2/3 successes until late season.
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The good news is, the love triangle is over so we're back to rule 2 usually meaning rule 3. The bad news is, Pixal's in Zane's head so we're back to hoping Misako and Nya say something to eachother. Nya usually shared her scenes with Wu, Ronin, and Jay during these seasons so chances were few and far between. However, unlike the first few seasons where the default was male, we're now getting some female henchmen (Bansha and Dogshank) so that made things easier.
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Thank you for being in Day of the Departed Edna Walker. Early Hands of Time was tough because Nya, Misako, and Commander Macchia were rarely in the same scenes. In the latter half of the season though, we thankfully see the return of Pixal. Maya also helped us with some wins.
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What a breath of fresh air. Thanks to Harumi & Ultraviolet's introduction, Pixal's return, Mystake's upgrade to a reoccuring character, and Nya & Misako's continued support, failing even rule 3 is pretty rare during the Oni Trilogy. We run into some complications during Hunted because though we have Skylor and the aforementioned characters in Ninjago and Faith & Jet Jack in the First Realm, sometimes people don't talk to eachother. And that's ok. Overall, smooth sailing.
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Ah??!? What happened. Worry not. I realized this was, in part, because the Oni Trilogy had 20 minutes worth of chances for women to speak to eachother, these were only 10 minute episodes. So, for the sake of comparable units of analysis, I considered each pair of episodes to be 1 episode. I'll show both charts until DR.
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It looks a little better, but it's still not at Oni Trilogy levels. Still, I'd be curious to see what the test would look like if I dissected the earlier episodes into 10 minute chunks because it's probably not a great sign if 10 v 20 minutes makes such a big difference. Ok, proceeding. The Fire Chapter was usually pretty successful because Pixal, Aspheera, or Nya would usually end up talking at one point or another. Gayle even helped at one point. The Ice chapter usually achieved successes through Nya talking to Sorla. In one episode, I counted the Preminent's roars as conversation with Pixal. The Ice Chapter had quite a few failures largely because, as in previous seasons, all the women were split up.
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Despite the fact that Nya was one of the longest lived ninja, Prime Empire has total failures at levels not seen since before season 2. This is largely because for the most part, Pixal and Nya are never in the same episode. Racer 7 helps but she was only there for a bit. I should point out that I feel like the 10 minute era is really when Pixal starts feeling like part of the team to me. She's always part of homebase meetings and always plays a key part in missions. Alas, if she's not in episodes with Nya, that's not going to show up on my chart. It's a reminder of the fact this test doesn't show substance.
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Master of the Mountain is similar to the other seasons of its era. The fact the 10 minute era tended to show its plots episode by episode (ex: Ep 3 = Plot A, Ep 4 = Plot B, Ep 5 = Plot C) rather than all in one really takes a toll on the test. For the most part, Nya and Vania were our only chances for success and it was rare they'd share an episode. We also had the rare rule 3 failure with the Queen of the Munce episode. Thanks Jay. The Island only had Nya until they found Misako, so it was struggling even more.
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It feels right to see all green when it's a Nya season. In the beginning of Seabound, they put Nya, Pixal, and Maya on a boat together and by jove it made things easy. Late season was a bit trickier because Nya was on her own journey. Crystalized had Skylor, Pixal and some ressurected villains saving the day. Late Crystalized is the way it is because it had so, so many different groupings. I have a chart based on groupings and this season was such a challenge.
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I really felt the difference with Dragons Rising. I mean, you can see the difference, but it was even more clear when doing my data collection because it was just so easy. Rather than grabbing at scraps of dialogue like I had to do in early seasons, there was often a wealth of more meaningful conversation between female characters to choose from. As with the Oni Trilogy, a female villain with a female henchman makes things easy because they scheme together. We also had Nya and Sora on a joint quest. Funnily enough, there is a rare rule 3 failure because Sora and Kreel only talked about Kreel's friend in one episode. Episode 17 had the classic split up issue and actually would've failed entirely if not for Agent Underwood, which is actually a great example of my next point. You can really tell how male is no longer the default because not only is there the introduction of all the fantastic new female main characters, but also there's plenty of random female characters scattered throughout. I haven't seen DRS2P2 yet but I expect it'll be more of the same. I should mention I also made a chart with the reverse (two named men in an episode who talk about eachother about something besides a woman). Only three episodes fail in any capacity. (Say thank you to the Akita, Pixal, and Harumi solo episodes). If you read this whole thing, thank you. I had a lot of fun doing it. Let me know if there's any other charts I can do!
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wednesday4econlive · 2 years ago
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Change of demand in cinema
Name: Cesar Rodriguez
Student Id:60681008
Discussion time: Wednesday 4pm
Cinema has been one of the biggest forms of media and entertainment especially in the modern age. A big chunk of cinema consumption of the 21st decade has been made up of superhero movies. I personally am into superhero movies and usually watch them when they are released as I did when I was a kid. While the movies were always somewhat popular they were never really the main attraction. You mainly watched the movies if you were already fans of the character featured in the movies and that was the main selling point of the movies. Despite this they were still fairly popular in the 90s with a decent amount of movies being made, despite the levels being inconsistent. The real rise of superhero movies came after 2002 as seen in the graph below.
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Graph by user Sinquel and posted on https://www.reddit.com/r/dataisbeautiful/comments/dlyl6k/number_of_superhero_movies_released_by_year/
As seen after the mass amount of movies in 2000 the supply of movies dropped massively. Then you can see that after the year 2002 the amount of superhero movies started to massively increase and for most of the years reached an excessive amount. The reason for this is for the release of Spider-man(2002) which was a big step for superhero movies and was the highest grossing movie of that year.
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Movie poster for Spider-man posted on imdb website
While I wasn't born yet when the movie was released I remember as a kid I would constantly rewatch the spider-man movies on dvd. As I was growing up I would watch anything related to spider-man and he was obsessed with him. As I grew it I learned that it was responsible for kickstarting the superhero movie campaign and left people wanting more superhero movies. We learned in our economics class that in an equilibrium like the competitive market , once demand for a product(superhero movies) increase we see a higher quantity supplied at a higher price. Movies are a competitive market as they always compete in order to see who can make the best or/and the most successful movie. The figure for an increase of demand in a market equilibrium and its effect, is shown below.
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Screenshot from textbook page 139
The graph shows that since demanded for superhero movies increased there was a higher amount supplied and at a higher price. Technically the movie goers were not being charged more for these movies, but they certainly was more money being made. Instead I like it to represent how much money companies were making. Since demand was higher they were move people attending superhero movies and thus spending more money on merchandise associated with those movies.  Superhero became very successful and so successful that many of the highest grossing movies of the 2010's are in fact superhero movies. The link to a list of the highest grossing movies of the 2010's is https://www.imdb.com/list/ls026040906/ and is created by imdb. As someone who grew up loving this form of media I'm glad to see that it became ever so popular. I remember growing up some people even saw it as something "nerdy", but now it's turn into one of the biggest parts of media. Below I put a picture of my 5th birthday and you can see that its always been a part of my life. Thank you for taking the time to look at my project!!!
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georgiapeach30513 · 6 months ago
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Maybe he's shy now
🤦‍♀️ I think anons didn't get that Chris calls the paps only when he wants to be seen and not all the time like certain people/celebs...
Correct. When he wants to be seen, he’ll call the paps. He doesn’t call when he’s working often. Dakota has a movie coming out so she’s really wanting to be in the spotlight. For further indication of that look at @annislittleshopofhorrors IMDb graphs. There’s a reason why she’s doing multiple pap walks. It’s in her best interest. Chris is working and not promoting anything yet. He doesn’t need the publicity.
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queer-whatchamacallit · 3 years ago
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Because I am very much neurodivergent, and enjoy spreadsheets, I found some info on the IMDb ratings of all the criminal minds episodes
The overall average is 7.480
100 and entropy are tied for top at 9.1
Future perfect is the lowest at 6.6 and is also that episode directly before entropy
Lowest to highest of seasons goes: 14 at 7.444, 13 at 7.521, 15 at 7.593, 6 at 7.603, 10 at 7.606, 12 at 7.660, 1 at 7.783, 8 at 7.795, 11 at 7.797, 5 at 7.812, 2 at 7.951, 7 at 7.957, 9 at 7.971, 3 at 8.023, and 4 at 8.039
But if you count ‘to hell’ and ‘and back’ as the same episode, season 4 gets bumped down a space with an average of 7.972
Without entropy, season 11 would be ranked between seasons 12 and 1
Season 9 has never really felt like a top season to me, but it’s so high mostly because none of its episodes rate below 7.4
9’s top episode is demons at 8.6
Top 10 ish episodes are Penelope, zugzwang, and demons at 8.6, fisher king part 2, Lauren, mr scratch, and date night at 8.7, revelations and Mosley lane at 8.9, and entropy and 100 at 9.1
Bottom 10 ish episodes are demonology, beyond borders, neon terror, submerged, all you can eat, and mixed signals at 7.0, internal affairs at 6.9, a good husband at 6.8, awake at 6.7, and future perfect at 6.6
Season 3 ranges from 7.4 for identity and higher power to 8.5 for lo-fi
The lowest 5 ish in season 4 are cold comfort at 7.5, house on fire and roadkill at 7.4, catching out at 7.3, and demonology at 7.0
The lowest 5 ish of season 14 are Luke, flesh and blood, and night lights at 7.4, broken at 7.3, and innocence and sick and evil at 7.2
The top 5 ish of season 4 are memoriam, conflicted, amplification, to hell, and and back at 8.4, and mayhem and omnivore at 8.5
The top 5 ish of season 14 are starter home and truth or dare at 7.6, twenty seven at 7.7, chameleon at 8.2, and 300 and the tall man at 8.3
Episodes directed by Matthew gray gubler have an average rating of 8.175
Here’s the little graph I made for it:
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You see that weirdly flat bit around the 200s? That’s season 9
See that huge spike a little bit before 250? That’s entropy
I am deeply obsessed with my useless little math projects
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readingwriter92 · 2 years ago
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Apparently I spend my time making graphs now-
Went thru imdb’s ratings on the Star Wars movies giving me some nice proof that the prequel movies got better and the sequels went down hill. And empire peaks with the highest 8.7 star rating
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whoify · 5 years ago
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my stats prof: ya ur final report can be up to 16 pages if you want
me: how on earth does anyone talk about statistics for that long
me now, writing my third paragraph about the change in ratings in doctor who over time measured by both AI ratings and imdb ratings: ah
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