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Soooo wanted to let this go, but I really hate ignorance

Posted by: AB_Excello on Jun 06, 23:56 in response to horlicks' post Its called math...

You still don't have the slightest clue about the term ACCURACY. Your grade school math is all well and good, but you have no clue how to calculate for accuracy in a predictive model...which guess what.....that's what you're defending.

That's why you have to define what constitutes accurate in your system. Let's just say within 75% by your fuzzy math/fuzzy logic is within your definition of accuracy for your system.

Within 75%+/- = 31

Not within 75% = 22

To get accuracy you take all cases that fit into the parameters and divide by that number and the number that didn't make the parameters. Actual formula is (Total positives + Total negative)/(Total positives + Total negatives + False positives + False negatives) but have to put it as simplistic as I can obviously.

And your accuracy is 58.5% at 75%

Or 49.05% at 80%   26/53

Hence why I keep asking what the number is you would deem ACCURATE....but that was presumptive of me because I presumed you knew what accurate meant....my apologies....gave you too much credit.

And you should get the idea after that. Don't know how you get 1-error as accuracy. HSX thing or not, doesn't matter in this case because you are making a case for a PREDICTIVE MODEL. So you have to use.....a predictive formula for accuracy.

You can try to bury someone all you want, fact is I don't have the data that you have and I don't want it and find no use for it. So wow, you got me....your total tweets were from Monday to Thursday....showed me.

Is there value in data from Twitter.....possible....same possible I stated in my initial post. But the stuff you still overlook is you have to use a specific value to age demos/ethnic demos/et all because they aren't accounted for fully in Tweets. The no PI reference...though now I'm starting to doubt you know Pi in anything other than Apple or Blueberry form.

But I'll leave it at you didn't know how to calculate accuracy and if you read any of this post and still feel like arguing about its definition....well, your special ed teachers did a helluva job getting you up to the point where you can use the computer and Tweet. They should get awards.

So, the Twitter prediction 'myth' scored another win this weekend. horlicks Jun 06, 12:01

Not bad at all. Thanks for your time in compiling the info. {nm} grammar Jun 06, 12:04

Impressive average but I still don't understand what it's counting. {nm} BuenaOnda Jun 06, 12:43

Yah, I don't see how the tweet count and (theater?) count are calculated into a prediction. And, don't see what that ratio is. {nm} edzep Jun 06, 12:52

Trade secrets, I bet :) {nm} RogerMore Jun 06, 13:36

It's explained pretty well on the site. {nm} secretstalker Jun 06, 15:51

Fine. But, if the OP was meant to persuade us dunderheads, then it should have been explained. As is, it's kind of meaningless. {nm} edzep Jun 06, 16:12

Sure, here's a bit more info. horlicks Jun 06, 18:50

Helpful. You're certainly putting a lot of work into it. {nm} edzep Jun 07, 04:10

Since this is probably aimed at me, I'll give you a couple of good replies AB_Excello Jun 06, 14:20

If 74% is a D+, there isn't a box office predictor who does better than a C- {nm} RogerMore Jun 06, 14:37

And that's fine AB_Excello Jun 06, 15:07

74% accuracy is pretty good for a golfer or a darts player, and I'd say those arebetter analogies than an engineer or a statistician {nm} RogerMore Jun 06, 16:02

Shaped and moulded? horlicks Jun 06, 18:33

Fine I'll bite horlicks Jun 06, 18:30

Not crying and actually holding back AB_Excello Jun 06, 20:12

Its called math... horlicks Jun 06, 20:37

Soooo wanted to let this go, but I really hate ignorance AB_Excello Jun 06, 23:56

Interesting horlicks Jun 07, 07:42

Insanely low number of tweets for Marmaduke.. Lowest of them all, from what I can see {nm} Facto Jun 06, 15:43

But that was a movie not meant for people who would use Twitter. secretstalker Jun 06, 15:54

Probably :-) {nm} Facto Jun 06, 16:21

Some of the worst accuracy was for terrible movies. I assume that's from people warning others to stay away. {nm} Biff68 Jun 07, 08:37





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Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Ayo Edebiri (AEDEB) 24950 54.55 (-0.33)          Ayo Edebiri (AEDEB) 25000 54.55 (-0.33)          John Malkovich (JMALK) 50 12.71 (0.00)          Emmanuelle (EMANU) 1 0.85 (0.00)          Superman (SUPRM) 246 250.21 (-1.00)          Sneaks - Opening Weekend (SNEKS.OW) 100000 4.32 (+0.04)          Sinners H$40 Put (SINER.PU) 25000 2.78 (+0.02)          Sinners - Opening Weekend (SINER.OW) 4000 40.47 (0.00)          Sinners H$40 Call (SINER.CA) 25000 2.23 (-0.06)          The Wedding Banquet - Opening We (TWEDB.OW) 100000 5.47 (+0.04)          Tron: Ares (TRON3) 90000 123.77 (+0.12)          The Beekeeper 2 (BEKP2) 35000 31.22 (-0.01)          The Sims Movie (TSIMS) 15000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Tangled (TANGL) 1 76.47 (-0.27)          Spider-Man: Brand New Day (SPID9) 150000 380.16 (+1.45)          Spider-Man: Brand New Day (SPID9) 50000 380.16 (+1.45)          Barbarella (BARBA) 140999 45.22 (+1.95)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Smurfs (SMRF4) 130000 42.24 (-0.18)          The Friend (FREND) 150000 4.08 (+0.37)          The Friend (FREND) 150000 4.08 (+0.37)          Place to Be (PLCTB) 150000 5.17 (-0.87)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 149999 58.91 (-2.17)          Sing 3 (SING3) 150000 89.46 (-1.79)          Sing 3 (SING3) 150000 89.46 (-1.79)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          The Sims Movie (TSIMS) 150000 58.91 (-2.17)          Spider-Man: Brand New Day (SPID9) 40000 380.16 (+1.45)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Dangerous Animals (DANML) 150000 1.66 (+0.05)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Death Of A Unicorn (DUNIC) 150000 13.09 (+0.10)          Epiphany (EPHNY) 150000 8.68 (-0.59)          Fing (FING) 150000 6.77 (+1.08)          Fing (FING) 150000 6.77 (+1.08)          By Any Means (CI34) 150000 24.84 (-0.14)          & Sons (ASONS) 150000 5.52 (+0.78)          & Sons (ASONS) 150000 5.52 (+0.78)          Evel Knievel on Tour (EVKNV) 5000 37.18 (+0.09)          Fing (FING) 150000 6.77 (+1.08)          Disney's Snow White (SNWHT) 1 113.36 (+0.21)          A Minecraft Movie (MINEC) 150000 248.62 (+0.50)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Bluey the Movie (BLUEY) 5000 114.78 (-0.23)          The Smashing Machine (SMACH) 150000 17.58 (+0.66)          Place to Be (PLCTB) 150000 5.17 (-0.87)          Place to Be (PLCTB) 150000 5.17 (-0.87)