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After reading the HP research article, it wasn't clear to me that they predicted anything

Posted by: soopersaiyan319 on Apr 04, 05:38 in response to notfabio's post LATIMES: HP Labs in Palo Alto claims it has reached as...

They created a mathematical model from the data (tweet rate, opening weekend box office, and theater counts) of 24 movies. Then they plugged back in the variables (tweet rate and theater counts) of those 24 movies back into the model to calculate an estimated box office and found it was pretty accurate. Doesn't that just mean that their model is a good fit for their data that it was based on? They don't show any trials or predictions for movies outside of the 24 that they used to obtain their model so it's not clear how accurate the model is as a predictor for new movies.

I could be totally wrong, but that's my interpretation of their paper.

 

LATIMES: HP Labs in Palo Alto claims it has reached as high as 97.3% accuracy in box office projections off of Twitter notfabio Apr 04, 00:17

yeah but is Twitter studio-plant--proof? {nm} tealfan Apr 04, 00:25

It's 97% proof. I hope you understand that that is warts and all.... {nm} Facto Apr 04, 06:43

My method of divining rods and tea leaves is 98.2% accurate...as long as I don't have to show data either (nm) AB_Excello Apr 04, 00:51

They have done a good job of ripping off my work and claiming it all for themselves. I'll give that to them... {nm} horlicks Apr 04, 03:09

Seriously? I know that you were using a system with Twitter, but I just don't see how this works... secretstalker Apr 04, 06:42

SS, lordy lord, of course you are aware that you can estimate tweet-rate for topics that aren't trending in the world wide top 10? Facto Apr 04, 06:47

but some movies won't show up on Twitter at all, just like with tracking. secretstalker Apr 04, 06:56

I've actually yet to see a movie that isn't tweeted about... Facto Apr 04, 07:06

I just looked for Date Night... and most of the tweets seemed to be about places where you could download the movie... secretstalker Apr 04, 07:23

Yup. Some titles will be afflicted with such contamination. For Date Night it will be a little tricky. Must use quotation marks, and make an Facto Apr 04, 09:18

After reading the HP research article, it wasn't clear to me that they predicted anything soopersaiyan319 Apr 04, 05:38

Exactly, let's see their predictions going forth, not within their limited sample. HSX predicts box office months out from release, not afte {nm} Antibody Apr 04, 10:59

not after theater counts are known one day before release date. {nm} Antibody Apr 04, 11:06

Interesting, I was at 98% on Dragon and Clash (based on estimates) without using Twitter. {nm} secretstalker Apr 04, 06:40

Nevermind on Clash... just saw the numbers below.. still, I was much closer than RS/MTC who predicted $77 to over $80 million. Ridiculous. {nm} secretstalker Apr 04, 06:43

I like how they are less good at predicting second weekends than opening weekends {nm} RogerMore Apr 04, 06:59

i like how this is total bull**** lol. {nm} HS-X Apr 04, 09:47

its says "as much as 97.3% accuracy". thats not the average, thats the max. Whats the mean? {nm} Moviesnob Apr 04, 11:02





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A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)          A Minecraft Movie (MINEC) 200 355.98 (+5.23)          The Beekeeper 2 (BEKP2) 50000 31.22 (-0.02)          Star Wars directed by Shawn Levy (SWAR4) 123538 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 18562 150.00 (0.00)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Spider-Woman (SPDWM) 1000 26.36 (+0.02)          The King of Kings (KOKNG) 150000 45.78 (-3.55)          Tomb Raider (TOMB4) 100000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 25000 45.78 (-3.55)          Tomb Raider (TOMB4) 25000 5.07 (-0.89)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The King of Kings (KOKNG) 50000 45.78 (-3.55)          Jack Ryan (RYAN1) 50000 49.99 (+0.04)          Sikandar (SIKAN) 150000 2.46 (-0.02)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          The Alchemist (ALCHM) 25000 6.29 (+1.91)          Tomb Raider (TOMB4) 150000 5.07 (-0.89)          Toni Collette (TCOLL) 4 18.17 (+0.20)          The Shrouds (SHRUD) 150000 1.00 (-0.01)          Toni Collette (TCOLL) 25000 18.17 (+0.20)          Star Wars directed by Shawn Levy (SWAR4) 9814 150.00 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Hoppers (HOPPR) 150000 118.55 (+0.42)          Mark Ruffalo (MRUFF) 663 120.91 (0.00)          Sunflower (SFLWR) 20000 7.97 (+0.01)          Star Wars directed by Shawn Levy (SWAR4) 150000 150.00 (0.00)          Screamboat (SCMBT) 10000 2.10 (-0.05)          Spider-Man: Beyond the Spider-Ve (ASPD3) 149778 200.79 (-0.53)          Star Wars directed by Shawn Levy (SWAR4) 52282 150.00 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 4 150.00 (0.00)          Screamboat (SCMBT) 150000 2.10 (-0.05)          Milla Jovovich (MJOVO) 4 12.68 (0.00)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Sinners H$40 Put (SINER.PU) 25000 2.24 (-0.06)          Milla Jovovich (MJOVO) 6 12.68 (0.00)          Star Wars: Dawn of the Jedi (STRW1) 50000 160.03 (-1.99)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Star Wars directed by Shawn Levy (SWAR4) 67154 150.00 (0.00)          Avengers: Secret Wars (AVNG6) 14147 456.27 (-5.65)          Saw XI aka Saw 11 (SAW11) 20000 19.89 (0.00)          Tangled (TANGL) 150000 68.51 (+0.04)          Jack Ryan (RYAN1) 10000 49.99 (+0.04)          Walton Goggins (WGOGG) 24996 4.11 (0.00)          Jack Ryan (RYAN1) 150000 49.99 (+0.04)          Ryan Coogler (RCOOG) 25000 138.20 (+0.66)          Jack Ryan (RYAN1) 20000 49.99 (+0.04)          Star Wars directed by Shawn Levy (SWAR4) 34093 150.00 (0.00)          Marc Webb (MWEBB) 25000 111.69 (-0.33)          Star Wars directed by Shawn Levy (SWAR4) 31685 150.00 (0.00)