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BOX OFFICE STRATEGY: DO
RELEASE DATES MATTER? PREET SINGH
WHERE IT STARTED
THE DATASET
‣ TMDB + GROUP LENS ON KAGGLE
‣ 45,462 ROWS X 26 COLUMNS
‣ I ONLY NEEDED RELEASE DATE,
BUDGET, REVENUE.
IS MEMORIAL DAY A BAD RELEASE DATE?
JAN DATES
FEB DATES
:
:
DECEMBER DATES
CHRISTMAS DATES
Absolute?
Relative?
THINGS I EXPECTED
‣ MAJORITY OF MOVIES RELEASE ON FRIDAYS.
‣ HOLIDAY WEEKENDS MEAN STRICTLY THE FRIDAY PRIOR.
NUMBER OF MOVIES BY RELEASE DAY
THINGS I LEARNT:
THINGS I EXPECTED ADJUSTED
‣ MAJORITY OF MOVIES RELEASE ON FRIDAYS.
‣ HOLIDAY WEEKENDS MEAN STRICTLY THE
FRIDAY PRIOR.
‣ NO RESTRICTIONS ON WHEN MOVIES ARE
RELEASED - STAR WARS ’77 —>
‣ SEEMINGLY ARBITRARY DECISION
‣ ADJUSTED MY MODEL: MONTHS.
TOTAL REVENUE BY MONTH
MEAN REVENUE BY MONTH
Mean = 11.25 million
MEAN REVENUE BY MONTH + # MOVIES BY MONTH
LET’S BREAK IT DOWN :
JANUARY EXPLAINED.
WHAT WE KNOW SO FAR
‣ MAY 3RD BEST PERFORMANCE
‣ ONLY WORSE THAN JUNE AND DECEMBER
‣ DEC > MAY? I DON’T BUY IT.
‣ PERFORMANCE GAP TOO SMALL
‣ RISK TOO LARGE
‣ MAY IS NOT ABSOLUTELY WORSE.
‣ MAY IS NOT RELATIVELY WORSE (WRT DEC).
‣ DID RON MEAN RELATIVE TO OTHER STAR WARS MOVIES?
STAR WARS UNIVERSE (ONLY THE IMPORTANT ONES)
I’VE LEFT OUT SOME MOVIES…
STAR WARS UNIVERSE : REVENUE AND BUDGET (ADJUSTED)
ROTTEN TOMATOES SCORE VS REVENUERevenue(inUS$millions)
0
1000
2000
3000
4000
Rotten Tomatoes score
50 62.5 75 87.5 100
SO WHY DID SOLO FAIL?
‣ BACKLASH AGAINST THE LAST JEDI?
‣ TOO SMALL A GAP BETWEEN STAR WARS MOVIES?
‣ LUKEWARM CRITICS REVIEWS?
‣ CINEMATOGRAPHY?
‣ CASTING: ALDEN EHRENREICH WRONG FOR SOLO?
‣ …………………………………….
SO WHY DID SOLO FAIL? MY 2 BITS
Title Box Office
Release
Date
May 25-28
May 25 -
July 1
Avengers :
Infinity War
$2.048 B
April 27,
2018
$22.45M $67M
Deadpool
2
$785 M
May 18,
2018
$53.8M $145M
Total $76.25M $212M
ONE LAST METRIC
Title Box Office Release Date
Aquaman $1.148B Dec 21, 2018
Mary Poppins
Return
$349.5M Dec 19, 2018
Bumblebee $468M Dec 21, 2018
Spiderman: Into
the Spider-Verse
$375M Dec 14, 2018
OK, THIS ONE’S THE LAST METRIC : HOW WOULD CHRISTMAS LOOK?
STAY IN TOUCH!
PREET SINGH
preet@enginelitix.ai

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Data Con LA 2019 - Box Office Strategy: Do Release Dates Matter? by Preet Singh

  • 1. BOX OFFICE STRATEGY: DO RELEASE DATES MATTER? PREET SINGH
  • 3. THE DATASET ‣ TMDB + GROUP LENS ON KAGGLE ‣ 45,462 ROWS X 26 COLUMNS ‣ I ONLY NEEDED RELEASE DATE, BUDGET, REVENUE.
  • 4. IS MEMORIAL DAY A BAD RELEASE DATE? JAN DATES FEB DATES : : DECEMBER DATES CHRISTMAS DATES Absolute? Relative?
  • 5. THINGS I EXPECTED ‣ MAJORITY OF MOVIES RELEASE ON FRIDAYS. ‣ HOLIDAY WEEKENDS MEAN STRICTLY THE FRIDAY PRIOR.
  • 6. NUMBER OF MOVIES BY RELEASE DAY THINGS I LEARNT:
  • 7. THINGS I EXPECTED ADJUSTED ‣ MAJORITY OF MOVIES RELEASE ON FRIDAYS. ‣ HOLIDAY WEEKENDS MEAN STRICTLY THE FRIDAY PRIOR. ‣ NO RESTRICTIONS ON WHEN MOVIES ARE RELEASED - STAR WARS ’77 —> ‣ SEEMINGLY ARBITRARY DECISION ‣ ADJUSTED MY MODEL: MONTHS.
  • 9. MEAN REVENUE BY MONTH Mean = 11.25 million
  • 10. MEAN REVENUE BY MONTH + # MOVIES BY MONTH LET’S BREAK IT DOWN :
  • 12. WHAT WE KNOW SO FAR ‣ MAY 3RD BEST PERFORMANCE ‣ ONLY WORSE THAN JUNE AND DECEMBER ‣ DEC > MAY? I DON’T BUY IT. ‣ PERFORMANCE GAP TOO SMALL ‣ RISK TOO LARGE ‣ MAY IS NOT ABSOLUTELY WORSE. ‣ MAY IS NOT RELATIVELY WORSE (WRT DEC). ‣ DID RON MEAN RELATIVE TO OTHER STAR WARS MOVIES?
  • 13. STAR WARS UNIVERSE (ONLY THE IMPORTANT ONES)
  • 14. I’VE LEFT OUT SOME MOVIES…
  • 15. STAR WARS UNIVERSE : REVENUE AND BUDGET (ADJUSTED)
  • 16. ROTTEN TOMATOES SCORE VS REVENUERevenue(inUS$millions) 0 1000 2000 3000 4000 Rotten Tomatoes score 50 62.5 75 87.5 100
  • 17. SO WHY DID SOLO FAIL? ‣ BACKLASH AGAINST THE LAST JEDI? ‣ TOO SMALL A GAP BETWEEN STAR WARS MOVIES? ‣ LUKEWARM CRITICS REVIEWS? ‣ CINEMATOGRAPHY? ‣ CASTING: ALDEN EHRENREICH WRONG FOR SOLO? ‣ …………………………………….
  • 18. SO WHY DID SOLO FAIL? MY 2 BITS
  • 19. Title Box Office Release Date May 25-28 May 25 - July 1 Avengers : Infinity War $2.048 B April 27, 2018 $22.45M $67M Deadpool 2 $785 M May 18, 2018 $53.8M $145M Total $76.25M $212M ONE LAST METRIC
  • 20. Title Box Office Release Date Aquaman $1.148B Dec 21, 2018 Mary Poppins Return $349.5M Dec 19, 2018 Bumblebee $468M Dec 21, 2018 Spiderman: Into the Spider-Verse $375M Dec 14, 2018 OK, THIS ONE’S THE LAST METRIC : HOW WOULD CHRISTMAS LOOK?
  • 21. STAY IN TOUCH! PREET SINGH preet@enginelitix.ai