diff --git a/public/tutorial/_answers/config.json b/public/tutorial/_answers/config.json
index 32e5e0a0b7..17fbd4cfbb 100644
--- a/public/tutorial/_answers/config.json
+++ b/public/tutorial/_answers/config.json
@@ -8,7 +8,7 @@
       "The reVISit Community",
       "You :)"
     ],
-    "date": "2026-02-23",
+    "date": "2026-06-08",
     "description": "This tutorial will teach you how to create a reVISit study and use all of the features that reVISit has to offer.",
     "organizations": [
       "University of Utah",
@@ -318,7 +318,7 @@
     },
     "reactExamplePenguins": {
       "type": "react-component",
-      "instruction": "Consider only cars that have a miles per gallon value greater than 30 AND weigh more than 2000 pounds. Which country or region produces the most and the least of these cars?",
+      "instruction": "How many Gentoo penguins weigh less than 4.5k grams (g)?",
       "path": "tutorial/assets/ReactExample.tsx",
       "response": [
         {
@@ -468,4 +468,4 @@
       }
     ]
   }
-}
\ No newline at end of file
+}
diff --git a/public/tutorial/_answers/replication-config.json b/public/tutorial/_answers/replication-config.json
index 13d3c09df8..399a1ca501 100644
--- a/public/tutorial/_answers/replication-config.json
+++ b/public/tutorial/_answers/replication-config.json
@@ -6,7 +6,7 @@
     "authors": [
       "The reVISit Team"
     ],
-    "date": "2026-02-23",
+    "date": "2026-06-08",
     "description": "This is a reVISit variation study of JND(Just Noticeable Difference) Scatter Plot experiment.",
     "organizations": [
       "University of Utah",
@@ -15,7 +15,7 @@
   },
   "uiConfig": {
     "contactEmail": "contact@revisit.dev",
-    "helpTextPath": "ScatterJND-study/assets/help.md",
+    "helpTextPath": "tutorial/assets/help.md",
     "logoPath": "revisitAssets/revisitLogoSquare.svg",
     "withProgressBar": true,
     "autoDownloadStudy": false,
@@ -99,19 +99,14 @@
   "sequence": {
     "order": "fixed",
     "components": [
+      "practice T1 A:0.3 B:0.7",
+      "practice T2 A:0.9 B:0.6",
+      "practice T3 A:0.6 B:0.3",
       {
-        "order": "fixed",
-        "components": [
-          "practice T1 A:0.3 B:0.7",
-          "practice T2 A:0.9 B:0.6",
-          "practice T3 A:0.6 B:0.3",
-          {
-            "order": "dynamic",
-            "id": "steppedSequence",
-            "functionPath": "tutorial/assets/replication/JNDDynamic.tsx",
-            "parameters": {}
-          }
-        ]
+        "order": "dynamic",
+        "id": "steppedSequence",
+        "functionPath": "tutorial/assets/replication/JNDDynamic.tsx",
+        "parameters": {}
       }
     ]
   }
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.1_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.10_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.1_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.10_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.2_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.20_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.2_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.20_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.3_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.30_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.3_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.30_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.4_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.40_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.4_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.40_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.5_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.50_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.5_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.50_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.6_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.60_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.6_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.60_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.7_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.70_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.7_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.70_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.8_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.80_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.8_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.80_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_0.9_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_0.90_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_0.9_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_0.90_size_100.csv
diff --git a/public/tutorial/assets/datasets/size_100/dataset_1.0_size_100.csv b/public/tutorial/assets/datasets/size_100/dataset_1.00_size_100.csv
similarity index 100%
rename from public/tutorial/assets/datasets/size_100/dataset_1.0_size_100.csv
rename to public/tutorial/assets/datasets/size_100/dataset_1.00_size_100.csv
diff --git a/public/tutorial/data/emissions.csv b/public/tutorial/data/emissions.csv
deleted file mode 100644
index 53d98fc309..0000000000
--- a/public/tutorial/data/emissions.csv
+++ /dev/null
@@ -1,49 +0,0 @@
-,Country,Carbon dioxide,Greenhouse gases,Hydrofluorocarbons,Methane,Nitrogen trifluoride,Nitrous oxide,Perfluorocarbons,Sulphur hexafluoride,Unspecified mix of HFCs and PFCs
-0,Australia,388777.53,528631.65,11405.41,109934.74,,18060.12,291.48,162.36,
-1,Austria,66018.63,77532.35,1485.82,6499.26,11.96,3122.74,23.4,370.53,
-2,Belarus,60938.2,91988.2,208.96,17875.94,6.05,12938.02,10.54,10.49,
-3,Belgium,95668.08,110951.73,2397.3,7870.1,5.25,4733.21,182.0,95.79,
-4,Bulgaria,42281.88,53917.27,739.42,6560.6,,4312.08,0.01,23.27,
-5,Canada,537173.74,670428.3,11433.41,90509.76,0.62,30231.4,752.88,326.5,
-6,Croatia,17410.63,24446.42,1699.28,3887.16,,1439.72,,9.63,
-7,Cyprus,7029.36,8670.02,353.49,1097.4,,173.53,,16.24,
-8,Czech Republic,96665.23,118381.69,3711.4,13223.99,1.46,4683.99,30.95,64.68,
-9,Denmark,31306.35,45515.58,356.19,8644.7,,5192.77,0.01,15.57,
-10,Estonia,10419.92,12615.17,190.21,1152.94,,849.03,,3.07,
-11,European Union – 27 countries (from 01/02/2020),2814421.65,3468394.08,69863.8,401658.56,71.29,174381.19,1617.27,4837.8,1542.54
-12,Finland,37947.18,47799.49,837.6,4819.22,,4171.05,1.59,22.85,
-13,France,320908.3,420060.76,9984.62,62196.31,11.6,26031.4,390.18,538.34,
-14,Germany,678798.87,760358.01,8069.18,45687.75,13.72,24767.16,190.95,2663.74,166.64
-15,Greece,57556.33,77488.83,4675.45,11323.42,,3817.43,111.18,5.03,
-16,Hungary,48563.86,64217.84,1862.46,9206.95,,4485.77,1.76,97.04,
-17,Iceland,3510.05,4662.24,157.25,654.08,,248.94,88.95,2.97,
-18,Ireland,37547.28,62109.87,672.99,17649.7,12.07,6146.64,64.95,16.23,
-19,Italy,337229.88,417591.43,15387.77,47087.05,15.23,17193.34,395.32,257.5,25.33
-20,Japan,1062129.24,1168094.47,53561.04,27361.36,380.11,19459.73,3155.54,2047.45,
-21,Kazakhstan,255142.93,338123.36,2706.49,59921.35,,20340.56,9.65,2.37,
-22,Latvia,7240.5,10725.29,250.34,1889.57,,1332.78,,12.1,
-23,Liechtenstein,145.88,183.9,7.99,21.81,,8.16,0.0,0.05,
-24,Lithuania,13829.67,20251.51,512.85,3301.1,,2595.25,,12.63,
-25,Luxembourg,8429.71,9390.73,43.69,663.18,,244.23,,9.92,
-26,Malta,1606.73,2133.62,228.8,241.7,,55.96,0.01,0.41,
-27,Monaco,64.42,73.63,5.58,0.66,,2.85,0.0,0.12,
-28,Netherlands,139906.96,167153.25,1172.45,18715.26,,7155.25,79.45,123.87,
-29,New Zealand,34318.0,76824.59,1483.22,33019.35,,7937.6,50.69,15.73,
-30,Norway,40662.91,48901.96,628.42,5256.61,,2068.77,222.76,62.48,
-31,OECD - Europe,,4364518.0,,,,,,,
-32,OECD - Total,,14920010.0,,,,,,,
-33,OECD America,,8048043.0,,,,,,,
-34,OECD Asia Oceania,,2507448.5,,,,,,,
-35,Poland,331077.16,399438.49,4937.26,42704.71,,20616.67,10.08,92.6,
-36,Portugal,39938.33,56359.41,3158.99,10272.78,,2938.57,26.54,24.2,
-37,Romania,77190.58,115403.15,1908.24,25785.35,,10465.42,3.4,50.17,
-38,Russia,1711993.32,2156599.34,38619.93,314778.31,1.59,88400.86,1628.56,1176.77,
-39,Slovak Republic,35166.81,41226.49,672.37,3700.76,,1663.74,5.37,17.44,
-40,Slovenia,13059.97,16106.48,267.04,2085.12,,670.6,7.04,16.71,
-41,Spain,230269.46,288847.82,3612.74,41492.47,,11830.99,51.39,240.2,1350.56
-42,Sweden,38524.79,47816.7,840.83,4519.68,,3850.11,41.69,39.61,
-43,Switzerland,35787.34,45135.72,1241.48,5104.0,0.37,2845.14,28.37,129.03,
-44,Türkiye,452702.79,564389.75,7209.8,64020.23,,40306.09,6.79,144.05,
-45,Ukraine,210153.3,327258.77,1901.02,71536.71,,43618.8,,48.94,
-46,United Kingdom,348409.72,429489.47,10819.71,51738.66,0.34,17906.35,192.88,421.82,
-47,United States,5032212.82,6340228.29,158774.99,727444.74,636.46,393279.02,3541.3,8018.58,16320.39
diff --git a/public/tutorial/data/movies.csv b/public/tutorial/data/movies.csv
deleted file mode 100644
index 3cd90a3b8b..0000000000
--- a/public/tutorial/data/movies.csv
+++ /dev/null
@@ -1,421 +0,0 @@
-,id,Title,Rotten_Tomatoes_Rating,IMDB_Rating,Genre,Gross Income,Production Budget
-3,3,The Abyss,88.0,7.6,Action,54243125.0,70000000.0
-4,4,Ace Ventura: Pet Detective,49.0,6.6,Comedy,72217396.0,12000000.0
-6,6,Annie Hall,98.0,8.2,Comedy,38251425.0,4000000.0
-7,7,Apocalypse Now,98.0,8.6,Action,78800000.0,31500000.0
-8,8,Back to the Future,96.0,8.4,Adventure,210609762.0,19000000.0
-9,9,Back to the Future Part II,64.0,7.5,Adventure,118450002.0,40000000.0
-10,10,Back to the Future Part III,71.0,7.1,Adventure,87666629.0,40000000.0
-12,12,Bad Boys,39.0,6.6,Action,65647413.0,23000000.0
-14,14,Ben-Hur,91.0,8.2,Adventure,73000000.0,15000000.0
-15,15,Beverly Hills Cop,83.0,7.3,Action,234760478.0,15000000.0
-16,16,Big,96.0,7.2,Comedy,114968774.0,18000000.0
-19,19,The Bridge on the River Kwai,95.0,8.4,Drama,33300000.0,3000000.0
-20,20,Braveheart,77.0,8.4,Drama,75545647.0,72000000.0
-22,22,Blazing Saddles,89.0,7.8,Comedy,119500000.0,2600000.0
-24,24,Batman Returns,78.0,6.9,Action,162831698.0,80000000.0
-25,25,Batman Forever,43.0,5.4,Action,184031112.0,100000000.0
-26,26,Batman,71.0,7.6,Action,251188924.0,35000000.0
-28,28,Casino Royale,30.0,8.0,Comedy,22744718.0,12000000.0
-29,29,Close Encounters of the Third Kind,95.0,7.8,Adventure,166000000.0,20000000.0
-30,30,The Cable Guy,52.0,5.8,Comedy,60240295.0,47000000.0
-31,31,A Christmas Story,88.0,8.0,Comedy,19294144.0,3250000.0
-32,32,Clerks,88.0,7.9,Comedy,3073428.0,27000.0
-33,33,Clash of the Titans,65.0,5.9,Adventure,30000000.0,15000000.0
-34,34,Casablanca,97.0,8.8,Drama,10462500.0,950000.0
-35,35,Casino,81.0,8.1,Drama,42438300.0,52000000.0
-37,37,Desperado,61.0,7.0,Action,25532388.0,7000000.0
-40,40,Dead Poets' Society,86.0,7.8,Drama,95860116.0,16400000.0
-49,49,Edward Scissorhands,91.0,8.0,Comedy,53976987.0,20000000.0
-50,50,Ed Wood,91.0,8.1,Comedy,5828466.0,18000000.0
-55,55,A Few Good Men,83.0,7.6,Drama,141340178.0,33000000.0
-57,57,Forrest Gump,70.0,8.6,Drama,329694499.0,55000000.0
-62,62,Goodfellas,97.0,8.8,Drama,46743809.0,25000000.0
-65,65,Ghost,81.0,6.9,Drama,217631306.0,22000000.0
-66,66,Goldeneye,80.0,7.2,Action,106429941.0,60000000.0
-67,67,Glory,93.0,8.0,Action,26593580.0,18000000.0
-68,68,Gandhi,85.0,8.2,Drama,52767889.0,22000000.0
-69,69,Goldfinger,96.0,7.9,Action,51100000.0,3000000.0
-70,70,Groundhog Day,96.0,8.2,Comedy,70906973.0,14600000.0
-71,71,Gremlins,78.0,7.0,Comedy,148168459.0,11000000.0
-72,72,Gone with the Wind,97.0,8.2,Drama,198680470.0,3900000.0
-73,73,Highlander,66.0,7.2,Action,5900000.0,16000000.0
-74,74,Home Alone 2: Lost in New York,21.0,5.8,Comedy,173585516.0,20000000.0
-75,75,Home Alone,47.0,7.0,Comedy,285761243.0,15000000.0
-76,76,Hook,24.0,6.2,Adventure,119654823.0,70000000.0
-77,77,Happy Gilmore,58.0,6.9,Comedy,38623460.0,10000000.0
-80,80,Independence Day,61.0,6.5,Adventure,306169255.0,75000000.0
-82,82,JFK,83.0,8.0,Drama,70405498.0,40000000.0
-83,83,Jumanji,48.0,6.4,Adventure,100458310.0,65000000.0
-84,84,Jurassic Park,87.0,7.9,Action,357067947.0,63000000.0
-86,86,Kindergarten Cop,50.0,5.8,Comedy,91457688.0,26000000.0
-88,88,Last Action Hero,38.0,5.9,Action,50016394.0,85000000.0
-90,90,Alien³,37.0,6.3,Action,54927174.0,55000000.0
-91,91,The Lion King,92.0,8.2,Adventure,328539505.0,79300000.0
-92,92,The Last of the Mohicans,97.0,7.8,Action,72455275.0,40000000.0
-93,93,Lethal Weapon,90.0,7.6,Action,65192350.0,15000000.0
-94,94,Leaving Las Vegas,89.0,7.6,Drama,31983777.0,4000000.0
-95,95,Lawrence of Arabia,98.0,8.6,Adventure,37495385.0,15000000.0
-96,96,The Mask,75.0,6.6,Comedy,119920129.0,18000000.0
-97,97,Mars Attacks!,50.0,6.3,Comedy,37771017.0,80000000.0
-98,98,Amadeus,96.0,8.4,Drama,51973029.0,18000000.0
-100,100,Mallrats,53.0,7.1,Comedy,2108367.0,6100000.0
-101,101,Mrs. Doubtfire,64.0,6.6,Comedy,219195051.0,25000000.0
-103,103,Indiana Jones and the Temple of Doom,85.0,7.5,Adventure,179880271.0,28000000.0
-104,104,Indiana Jones and the Last Crusade,89.0,8.3,Adventure,197171806.0,48000000.0
-105,105,The English Patient,83.0,7.3,Drama,78716374.0,35000000.0
-109,109,Philadelphia,74.0,7.6,Drama,77324422.0,26000000.0
-112,112,Platoon,86.0,8.2,Drama,137963328.0,6000000.0
-113,113,Predator,76.0,7.8,Action,59735548.0,18000000.0
-114,114,The Princess Bride,95.0,8.1,Adventure,30857000.0,15000000.0
-117,117,Pulp Fiction,94.0,8.9,Drama,107928762.0,8000000.0
-119,119,Robin Hood: Prince of Thieves,56.0,6.7,Adventure,165493908.0,50000000.0
-120,120,Raging Bull,98.0,8.4,Drama,23380203.0,18000000.0
-121,121,RoboCop,88.0,7.6,Action,53424681.0,13000000.0
-125,125,Rain Man,87.0,8.0,Comedy,172825435.0,25000000.0
-126,126,The Rock,66.0,7.2,Action,134069511.0,75000000.0
-127,127,Airplane!,98.0,7.8,Comedy,83453539.0,3500000.0
-129,129,Scarface,88.0,8.2,Drama,44942821.0,25000000.0
-130,130,Schindler's List,97.0,8.9,Drama,96067179.0,25000000.0
-131,131,Spartacus,96.0,8.0,Action,30000000.0,12000000.0
-132,132,Stargate,46.0,6.7,Action,71565669.0,55000000.0
-134,134,The Shawshank Redemption,88.0,9.2,Drama,28241469.0,25000000.0
-136,136,Sling Blade,96.0,8.0,Drama,24475416.0,4833610.0
-138,138,Sleepers,73.0,7.3,Drama,53300852.0,44000000.0
-139,139,The Usual Suspects,87.0,8.7,Drama,23341568.0,6000000.0
-141,141,Spaceballs,65.0,6.9,Comedy,38119483.0,22700000.0
-142,142,Stand by Me,94.0,8.2,Drama,52287414.0,8000000.0
-145,145,Top Gun,45.0,6.5,Action,176786701.0,15000000.0
-147,147,Trainspotting,89.0,8.2,Drama,16501785.0,3100000.0
-148,148,True Lies,69.0,7.2,Action,146282411.0,100000000.0
-149,149,Terminator 2: Judgment Day,98.0,8.5,Action,204859496.0,100000000.0
-150,150,The Terminator,100.0,8.1,Action,38019031.0,6400000.0
-152,152,Total Recall,81.0,7.4,Action,119394839.0,65000000.0
-153,153,Twister,57.0,6.0,Action,241888385.0,88000000.0
-154,154,Taxi Driver,98.0,8.6,Drama,21100000.0,1000000.0
-155,155,Toy Story,100.0,8.2,Adventure,191796233.0,30000000.0
-156,156,The Untouchables,81.0,8.0,Action,76270454.0,25000000.0
-157,157,Who Framed Roger Rabbit?,98.0,7.6,Comedy,154112492.0,70000000.0
-158,158,What's Eating Gilbert Grape,88.0,7.8,Drama,9170214.0,11000000.0
-159,159,Waterworld,42.0,5.7,Action,88246220.0,175000000.0
-161,161,Wayne's World,84.0,6.9,Comedy,121697323.0,20000000.0
-166,166,Cloverfield,76.0,7.4,Action,80048433.0,25000000.0
-168,168,16 Blocks,55.0,6.7,Action,36895141.0,45000000.0
-170,170,21 Grams,81.0,7.9,Drama,16248701.0,20000000.0
-171,171,25th Hour,78.0,7.9,Drama,13084595.0,4500000.0
-174,174,300,60.0,7.8,Action,210614939.0,60000000.0
-176,176,Three Kings,94.0,7.3,Action,60652036.0,48000000.0
-180,180,Seven Pounds,27.0,7.6,Drama,69951824.0,54000000.0
-181,181,8 Mile,74.0,6.7,Drama,116724075.0,41000000.0
-182,182,The Whole Nine Yards,45.0,6.6,Comedy,57262492.0,24000000.0
-184,184,A Bug's Life,91.0,7.3,Adventure,162798565.0,45000000.0
-185,185,Adaptation,91.0,7.9,Comedy,22498520.0,18500000.0
-186,186,Air Force One,78.0,6.3,Action,172956409.0,85000000.0
-187,187,Alice in Wonderland,51.0,6.7,Adventure,334191110.0,200000000.0
-190,190,Almost Famous,88.0,8.0,Comedy,32522352.0,60000000.0
-191,191,Evan Almighty,23.0,5.5,Comedy,100289690.0,175000000.0
-192,192,Bruce Almighty,48.0,6.6,Comedy,242704995.0,81000000.0
-193,193,Alexander,16.0,5.4,Adventure,34297191.0,155000000.0
-194,194,American Beauty,89.0,8.6,Drama,130058047.0,15000000.0
-196,196,American History X,83.0,8.6,Drama,6719864.0,10000000.0
-197,197,American Gangster,79.0,7.9,Drama,130164645.0,100000000.0
-199,199,American Pie 2,52.0,6.2,Comedy,145096820.0,30000000.0
-200,200,American Wedding,56.0,6.1,Comedy,104354205.0,55000000.0
-201,201,American Pie,59.0,6.9,Comedy,101800948.0,12000000.0
-205,205,Anger Management,43.0,6.1,Comedy,135560942.0,56000000.0
-206,206,Analyze This,68.0,6.6,Comedy,106885658.0,30000000.0
-207,207,Apocalypto,64.0,7.9,Adventure,50866635.0,40000000.0
-208,208,King Arthur,31.0,6.2,Adventure,51877963.0,90000000.0
-211,211,Atonement,83.0,7.9,Drama,50980159.0,30000000.0
-214,214,Austin Powers in Goldmember,54.0,6.2,Comedy,213117789.0,63000000.0
-216,216,The Aviator,88.0,7.6,Drama,102608827.0,110000000.0
-218,218,Babel,69.0,7.6,Drama,34302837.0,20000000.0
-219,219,Bad Boys II,24.0,6.2,Action,138540870.0,130000000.0
-221,221,Batman Begins,84.0,8.3,Action,205343774.0,150000000.0
-222,222,The Curious Case of Benjamin Button,72.0,8.0,Drama,127509326.0,160000000.0
-224,224,Blood Diamond,62.0,8.0,Action,57377916.0,100000000.0
-227,227,Beowulf,70.0,6.6,Adventure,82195215.0,150000000.0
-228,228,Big Fish,77.0,8.1,Drama,66432867.0,70000000.0
-229,229,Before Sunset,95.0,8.0,Drama,5792822.0,2000000.0
-230,230,The Big Lebowski,78.0,8.2,Comedy,17498804.0,15000000.0
-231,231,Black Hawk Down,76.0,7.7,Action,108638745.0,95000000.0
-234,234,Blade,55.0,7.0,Action,70141876.0,45000000.0
-237,237,Blades of Glory,69.0,6.5,Comedy,118594548.0,61000000.0
-238,238,The Blind Side,66.0,7.7,Drama,255959475.0,35000000.0
-239,239,Legally Blonde,67.0,6.2,Comedy,96493426.0,18000000.0
-240,240,Blow,54.0,7.4,Drama,52990775.0,30000000.0
-241,241,A Beautiful Mind,78.0,8.0,Drama,170708996.0,78000000.0
-242,242,The Boondock Saints,19.0,7.8,Action,30471.0,7000000.0
-243,243,The Book of Eli,47.0,6.9,Action,94835059.0,80000000.0
-245,245,Boogie Nights,92.0,7.9,Drama,26410771.0,15000000.0
-246,246,The Bourne Identity,82.0,7.7,Action,121468960.0,60000000.0
-247,247,The Bourne Supremacy,81.0,7.6,Action,176087450.0,85000000.0
-248,248,The Bourne Ultimatum,93.0,8.2,Action,227471070.0,130000000.0
-250,250,Brokeback Mountain,87.0,7.8,Drama,83043761.0,13900000.0
-251,251,In Bruges,80.0,8.1,Comedy,7800825.0,15000000.0
-252,252,Bad Santa,77.0,7.3,Comedy,60060328.0,18000000.0
-253,253,Inglourious Basterds,88.0,8.4,Action,120831050.0,70000000.0
-255,255,Batman & Robin,11.0,3.5,Action,107325195.0,125000000.0
-256,256,Capote,90.0,7.6,Drama,28750530.0,7000000.0
-257,257,Cars,74.0,7.5,Comedy,244082982.0,70000000.0
-258,258,Cast Away,89.0,7.5,Drama,233632142.0,85000000.0
-259,259,Charlie and the Chocolate Factory,82.0,7.1,Comedy,206459076.0,150000000.0
-261,261,Charlie's Angels,67.0,5.5,Adventure,125305545.0,90000000.0
-264,264,Chicken Run,96.0,7.3,Adventure,106793915.0,42000000.0
-266,266,Chocolat,62.0,7.3,Drama,71309760.0,25000000.0
-267,267,Cinderella Man,80.0,8.0,Drama,61649911.0,88000000.0
-268,268,City of Angels,59.0,6.4,Drama,78750909.0,55000000.0
-269,269,Cold Mountain,70.0,7.3,Drama,95632614.0,80000000.0
-270,270,Clerks II,63.0,7.7,Comedy,24148068.0,5000000.0
-271,271,Constantine,46.0,6.7,Action,75976178.0,75000000.0
-272,272,Collateral,86.0,7.8,Action,100170152.0,60000000.0
-273,273,Con Air,57.0,6.6,Action,101117573.0,80000000.0
-274,274,Contact,67.0,7.3,Drama,100920329.0,90000000.0
-275,275,Crank,61.0,7.1,Action,27838408.0,12000000.0
-276,276,The Count of Monte Cristo,74.0,7.6,Drama,54228104.0,40000000.0
-277,277,Cruel Intentions,47.0,6.7,Drama,38230075.0,11000000.0
-279,279,Charlie Wilson's War,81.0,7.3,Drama,66661095.0,75000000.0
-280,280,Daredevil,44.0,5.5,Action,102543518.0,80000000.0
-282,282,Donnie Darko,84.0,8.3,Drama,1270522.0,4500000.0
-284,284,Deep Blue Sea,57.0,5.6,Action,73648228.0,60000000.0
-286,286,Live Free or Die Hard,82.0,7.5,Action,134529403.0,110000000.0
-288,288,Dogma,68.0,7.3,Comedy,30651422.0,10000000.0
-289,289,Donnie Brasco,87.0,7.7,Drama,41954997.0,35000000.0
-290,290,Deep Impact,47.0,6.0,Adventure,140464664.0,80000000.0
-291,291,The Departed,93.0,8.5,Drama,133311000.0,90000000.0
-292,292,Death Race,41.0,6.6,Action,36316032.0,65000000.0
-299,299,Elf,84.0,6.8,Comedy,173398518.0,32000000.0
-300,300,Once Upon a Time in Mexico,68.0,6.2,Action,56330657.0,29000000.0
-302,302,End of Days,11.0,5.4,Action,66889043.0,100000000.0
-303,303,Enemy at the Gates,53.0,7.4,Drama,51396781.0,85000000.0
-304,304,Enemy of the State,70.0,7.2,Action,111549836.0,85000000.0
-306,306,Epic Movie,2.0,2.2,Comedy,39739367.0,20000000.0
-307,307,Eragon,16.0,5.0,Adventure,75030163.0,100000000.0
-308,308,Erin Brockovich,83.0,7.2,Drama,125548685.0,50000000.0
-309,309,Eternal Sunshine of the Spotless Mind,93.0,8.5,Comedy,34366518.0,20000000.0
-310,310,Eurotrip,46.0,6.5,Comedy,17718223.0,25000000.0
-312,312,Eyes Wide Shut,78.0,7.2,Drama,55691208.0,65000000.0
-313,313,Face/Off,93.0,7.3,Action,112276146.0,80000000.0
-314,314,Fear and Loathing in Las Vegas,47.0,7.6,Comedy,10680275.0,18500000.0
-315,315,The Fifth Element,72.0,7.4,Action,63570862.0,95000000.0
-316,316,Fantastic Four,27.0,5.7,Action,154696080.0,87500000.0
-317,317,2 Fast 2 Furious,36.0,5.1,Action,127120058.0,76000000.0
-318,318,The Fast and the Furious,53.0,6.0,Action,144512310.0,38000000.0
-321,321,Fight Club,81.0,8.8,Drama,37030102.0,65000000.0
-323,323,Flags of Our Fathers,73.0,7.2,Drama,33602376.0,53000000.0
-324,324,United 93,91.0,7.8,Drama,31567134.0,18000000.0
-325,325,Finding Nemo,98.0,8.2,Adventure,339714978.0,94000000.0
-326,326,The Fountain,51.0,7.4,Drama,10144010.0,35000000.0
-328,328,Serenity,81.0,8.0,Action,25514517.0,39000000.0
-329,329,The Full Monty,95.0,7.2,Comedy,45950122.0,3500000.0
-331,331,Gangs of New York,75.0,7.4,Drama,77730500.0,97000000.0
-332,332,Gattaca,82.0,7.8,Drama,12532777.0,36000000.0
-333,333,Ghost Rider,26.0,5.2,Action,115802596.0,120000000.0
-335,335,Gladiator,77.0,8.3,Action,187683805.0,103000000.0
-336,336,The Green Mile,77.0,8.4,Drama,136801374.0,60000000.0
-337,337,"Gandhi, My Father",40.0,8.1,Drama,240425.0,5000000.0
-339,339,Godzilla,25.0,4.8,Action,136314294.0,125000000.0
-340,340,Good Will Hunting,97.0,8.1,Drama,138433435.0,10000000.0
-341,341,Galaxy Quest,89.0,7.2,Comedy,71423726.0,45000000.0
-342,342,The Constant Gardener,83.0,7.6,Drama,33579798.0,25500000.0
-343,343,Garden State,86.0,7.9,Drama,26782316.0,2500000.0
-345,345,The Brothers Grimm,37.0,5.9,Adventure,37899638.0,80000000.0
-346,346,How the Grinch Stole Christmas,53.0,5.7,Comedy,260044825.0,123000000.0
-350,350,Ghost World,92.0,7.7,Comedy,6217849.0,5500000.0
-352,352,Hancock,40.0,6.5,Action,227946274.0,150000000.0
-356,356,Hellboy,81.0,6.8,Action,59623958.0,60000000.0
-357,357,High Fidelity,92.0,7.6,Comedy,27277055.0,20000000.0
-358,358,A History of Violence,87.0,7.6,Drama,31493782.0,32000000.0
-359,359,Harold & Kumar Escape from Guantanamo Bay,54.0,6.7,Comedy,38108728.0,12000000.0
-360,360,Harold & Kumar Go to White Castle,74.0,7.2,Comedy,18225165.0,9000000.0
-362,362,The Hangover,78.0,7.9,Comedy,277322503.0,35000000.0
-366,366,The Hours,80.0,7.6,Drama,41675994.0,25000000.0
-367,367,Harry Potter and the Chamber of Secrets,82.0,7.2,Adventure,261987880.0,100000000.0
-368,368,Harry Potter and the Prisoner of Azkaban,90.0,7.7,Adventure,249538952.0,130000000.0
-369,369,Harry Potter and the Goblet of Fire,88.0,7.6,Adventure,290013036.0,150000000.0
-370,370,Harry Potter and the Order of the Phoenix,78.0,7.4,Adventure,292004738.0,150000000.0
-371,371,Harry Potter and the Half-Blood Prince,83.0,7.3,Adventure,301959197.0,250000000.0
-373,373,Happy Feet,74.0,6.7,Adventure,198000317.0,85000000.0
-374,374,The Hitchhiker's Guide to the Galaxy,60.0,6.6,Comedy,51019112.0,45000000.0
-375,375,Hot Fuzz,91.0,8.0,Comedy,23618786.0,16000000.0
-376,376,Hulk,62.0,5.7,Action,132177234.0,137000000.0
-377,377,The Incredible Hulk,66.0,7.1,Adventure,134806913.0,137500000.0
-379,379,Starsky & Hutch,64.0,6.2,Comedy,88200225.0,60000000.0
-381,381,Ice Age,77.0,7.4,Adventure,176387405.0,65000000.0
-383,383,The Illusionist,74.0,7.7,Drama,39868642.0,16500000.0
-385,385,Indiana Jones and the Kingdom of the Crystal Skull,77.0,6.6,Adventure,317023851.0,185000000.0
-386,386,I Now Pronounce You Chuck and Larry,14.0,6.1,Comedy,119725280.0,85000000.0
-388,388,The Insider,96.0,8.0,Drama,28965197.0,68000000.0
-389,389,Iron Man 2,74.0,7.3,Adventure,312128345.0,170000000.0
-390,390,Iron Man,94.0,7.9,Action,318604126.0,186000000.0
-391,391,The Island,40.0,6.9,Action,35818913.0,120000000.0
-392,392,The Italian Job,73.0,6.9,Adventure,106126012.0,60000000.0
-393,393,Jackie Brown,85.0,7.6,Drama,39673162.0,12000000.0
-394,394,Jarhead,61.0,7.2,Drama,62647540.0,72000000.0
-395,395,The World is Not Enough,51.0,6.3,Action,126930660.0,135000000.0
-396,396,Die Another Day,59.0,6.0,Action,160942139.0,142000000.0
-397,397,Casino Royale,94.0,8.0,Action,167365000.0,102000000.0
-398,398,Quantum of Solace,64.0,6.8,Action,169368427.0,230000000.0
-401,401,Jay and Silent Bob Strike Back,53.0,6.8,Comedy,30059386.0,22000000.0
-402,402,Jumper,17.0,5.9,Adventure,80172128.0,82500000.0
-403,403,Juno,93.0,7.9,Comedy,143495265.0,7000000.0
-405,405,Kick-Ass,75.0,8.1,Action,48071303.0,28000000.0
-407,407,Kill Bill: Volume 1,85.0,8.2,Action,70098138.0,55000000.0
-408,408,Kingdom of Heaven,39.0,7.1,Adventure,47398413.0,110000000.0
-409,409,King Kong,83.0,7.6,Adventure,218080025.0,207000000.0
-411,411,The Kingdom,51.0,7.1,Action,47467250.0,72500000.0
-413,413,K-PAX,40.0,7.3,Drama,50315140.0,48000000.0
-414,414,A Knight's Tale,58.0,6.6,Adventure,56083966.0,41000000.0
-415,415,L.A. Confidential,99.0,8.4,Drama,64604977.0,35000000.0
-417,417,Lady in the Water,24.0,5.8,Drama,42285169.0,75000000.0
-419,419,Letters from Iwo Jima,91.0,8.1,Drama,13756082.0,13000000.0
-420,420,Liar Liar,82.0,6.7,Comedy,181410615.0,45000000.0
-421,421,Equilibrium,37.0,7.7,Action,1190018.0,20000000.0
-422,422,The Life Aquatic with Steve Zissou,53.0,7.2,Comedy,24006726.0,50000000.0
-423,423,The Last King of Scotland,87.0,7.8,Drama,17606684.0,6000000.0
-424,424,Little Miss Sunshine,91.0,8.0,Comedy,59891098.0,8000000.0
-428,428,Lord of War,61.0,7.7,Action,24149632.0,42000000.0
-429,429,The Last Samurai,65.0,7.8,Action,111110575.0,120000000.0
-430,430,Lost in Translation,94.0,7.9,Drama,44585453.0,4000000.0
-432,432,Lethal Weapon 4,54.0,6.4,Action,130444603.0,140000000.0
-435,435,Madagascar,55.0,6.6,Adventure,193595521.0,75000000.0
-437,437,Man on the Moon,62.0,7.4,Drama,34580635.0,52000000.0
-438,438,The Matrix,86.0,8.7,Action,171479930.0,65000000.0
-439,439,Vicky Cristina Barcelona,82.0,7.4,Comedy,23213577.0,16000000.0
-441,441,Michael Clayton,90.0,7.5,Drama,49033882.0,21500000.0
-442,442,Master and Commander: The Far Side of the World,85.0,7.5,Adventure,93926386.0,135000000.0
-443,443,Million Dollar Baby,91.0,8.2,Drama,100492203.0,30000000.0
-444,444,Mean Girls,83.0,7.0,Comedy,86047227.0,18000000.0
-445,445,Men in Black,91.0,7.0,Adventure,250690539.0,90000000.0
-447,447,Meet Joe Black,50.0,6.9,Drama,44650003.0,85000000.0
-448,448,Magnolia,83.0,8.0,Drama,22450975.0,37000000.0
-450,450,Mission: Impossible III,70.0,6.9,Action,133501348.0,150000000.0
-451,451,Miss Congeniality,41.0,6.1,Comedy,106807667.0,45000000.0
-454,454,Meet the Fockers,38.0,6.4,Comedy,279167575.0,60000000.0
-455,455,Meet the Parents,84.0,7.0,Comedy,166225040.0,55000000.0
-456,456,Minority Report,91.0,7.7,Action,132024714.0,102000000.0
-457,457,Meet the Spartans,2.0,2.4,Comedy,38233676.0,30000000.0
-459,459,The Matrix Reloaded,73.0,7.1,Action,281553689.0,127000000.0
-460,460,The Matrix Revolutions,37.0,6.5,Action,139259759.0,110000000.0
-461,461,Mulholland Drive,81.0,7.9,Drama,7219578.0,15000000.0
-462,462,The Mummy,54.0,6.8,Adventure,155385488.0,80000000.0
-463,463,The Mummy Returns,47.0,6.2,Adventure,202007640.0,98000000.0
-464,464,The Mummy: Tomb of the Dragon Emperor,13.0,5.1,Adventure,102491776.0,175000000.0
-465,465,Munich,78.0,7.8,Drama,47379090.0,75000000.0
-466,466,Night at the Museum,43.0,6.4,Comedy,250863268.0,110000000.0
-467,467,Miami Vice,47.0,6.0,Action,63478838.0,135000000.0
-468,468,Mystic River,87.0,8.0,Drama,90135191.0,30000000.0
-469,469,The Chronicles of Narnia: Prince Caspian,67.0,6.9,Adventure,141621490.0,225000000.0
-470,470,National Treasure,44.0,6.9,Adventure,173005002.0,100000000.0
-471,471,No Country for Old Men,95.0,8.3,Action,74273505.0,25000000.0
-472,472,The Incredibles,97.0,8.1,Adventure,261441092.0,92000000.0
-473,473,The Negotiator,81.0,7.2,Action,44705766.0,50000000.0
-476,476,The Notebook,52.0,8.0,Drama,81001787.0,30000000.0
-477,477,Napoleon Dynamite,70.0,6.9,Comedy,44540956.0,400000.0
-479,479,Finding Neverland,82.0,7.9,Drama,51676606.0,25000000.0
-480,480,Into the Wild,82.0,8.2,Drama,18354356.0,20000000.0
-481,481,Ocean's Eleven,81.0,7.6,Comedy,183417150.0,110000000.0
-482,482,Ocean's Twelve,55.0,6.0,Adventure,125531634.0,85000000.0
-483,483,Ocean's Thirteen,70.0,6.9,Adventure,117144465.0,85000000.0
-485,485,Any Given Sunday,49.0,6.6,Drama,75530832.0,60000000.0
-486,486,One Hour Photo,81.0,7.0,Drama,31597131.0,12000000.0
-487,487,Old School,60.0,7.0,Comedy,75155000.0,24000000.0
-489,489,The Passion of the Christ,50.0,7.1,Drama,370782930.0,25000000.0
-490,490,Max Payne,17.0,5.4,Action,40687294.0,35000000.0
-495,495,Pirates of the Caribbean: Dead Man's Chest,54.0,7.3,Adventure,423315812.0,225000000.0
-496,496,Pirates of the Caribbean: At World's End,45.0,7.0,Adventure,309420425.0,300000000.0
-497,497,The Chronicles of Riddick,29.0,6.4,Adventure,57712751.0,120000000.0
-499,499,Planet of the Apes,44.0,5.5,Adventure,180011740.0,100000000.0
-501,501,The Punisher,30.0,6.4,Action,33664370.0,33000000.0
-502,502,The Devil Wears Prada,75.0,6.8,Comedy,124740460.0,35000000.0
-503,503,Perfume: The Story of a Murderer,58.0,7.5,Drama,2223293.0,63700000.0
-504,504,The Pursuit of Happyness,66.0,7.8,Drama,162586036.0,55000000.0
-505,505,Pearl Harbor,26.0,5.4,Action,198539855.0,151500000.0
-508,508,The Patriot,62.0,6.9,Drama,113330342.0,110000000.0
-509,509,Public Enemies,68.0,7.1,Drama,97104620.0,102500000.0
-510,510,Punch-Drunk Love,79.0,7.4,Comedy,17791031.0,25000000.0
-512,512,Ratatouille,96.0,8.1,Comedy,206445654.0,150000000.0
-513,513,Rocky Balboa,76.0,7.4,Drama,70269899.0,24000000.0
-515,515,The Reader,61.0,7.7,Drama,34192652.0,33000000.0
-518,518,Resident Evil: Extinction,22.0,6.2,Action,50648679.0,45000000.0
-520,520,Revolutionary Road,68.0,7.6,Drama,22911480.0,35000000.0
-521,521,Be Kind Rewind,65.0,6.6,Comedy,11175164.0,20000000.0
-522,522,Rounders,64.0,7.3,Drama,22921898.0,12000000.0
-523,523,Ronin,68.0,7.2,Action,41610884.0,55000000.0
-524,524,Requiem for a Dream,78.0,8.5,Drama,3635482.0,4500000.0
-525,525,Rat Race,43.0,6.4,Comedy,56607223.0,48000000.0
-526,526,Remember the Titans,72.0,7.5,Drama,115654751.0,30000000.0
-527,527,Road Trip,59.0,6.4,Comedy,68525609.0,16000000.0
-528,528,Rush Hour 2,51.0,6.4,Action,226164286.0,90000000.0
-529,529,Rush Hour,60.0,6.8,Action,141186864.0,35000000.0
-531,531,Hotel Rwanda,90.0,8.3,Drama,23519128.0,17500000.0
-537,537,Scary Movie 2,14.0,4.7,Comedy,71277420.0,45000000.0
-538,538,Scary Movie 3,37.0,5.4,Comedy,110000082.0,45000000.0
-539,539,About Schmidt,85.0,7.3,Drama,65005217.0,30000000.0
-543,543,Stardust,76.0,7.9,Adventure,38634938.0,70000000.0
-544,544,Sex and the City,49.0,5.4,Comedy,152647258.0,57500000.0
-545,545,Swordfish,25.0,6.3,Action,69772969.0,80000000.0
-546,546,Scary Movie,53.0,6.0,Comedy,157019771.0,19000000.0
-547,547,Shaun of the Dead,91.0,8.0,Comedy,13542874.0,5000000.0
-551,551,Sherlock Holmes,69.0,7.5,Adventure,209028679.0,80000000.0
-552,552,Shrek,89.0,8.0,Adventure,267655011.0,50000000.0
-553,553,Shrek 2,89.0,7.5,Adventure,441226247.0,70000000.0
-554,554,Shrek the Third,41.0,6.1,Adventure,322719944.0,160000000.0
-555,555,Shark Tale,35.0,5.9,Adventure,160861908.0,75000000.0
-558,558,The Simpsons Movie,89.0,7.6,Comedy,183135014.0,72500000.0
-559,559,Sin City,77.0,8.3,Action,74103820.0,40000000.0
-564,564,Slumdog Millionaire,94.0,8.3,Drama,141319928.0,14000000.0
-565,565,Smokin' Aces,28.0,6.6,Comedy,35662731.0,17000000.0
-568,568,Lemony Snicket's A Series of Unfortunate Events,71.0,6.9,Comedy,118627117.0,100000000.0
-571,571,Superbad,87.0,7.8,Comedy,121463226.0,17500000.0
-572,572,Spider-Man 2,93.0,7.7,Adventure,373524485.0,200000000.0
-573,573,Spider-Man 3,63.0,6.4,Adventure,336530303.0,258000000.0
-574,574,Spider-Man,89.0,7.4,Adventure,403706375.0,139000000.0
-575,575,Superman Returns,76.0,6.6,Adventure,200120000.0,232000000.0
-576,576,Spy Game,65.0,6.9,Action,62362560.0,90000000.0
-577,577,Starship Troopers,60.0,7.1,Action,54768952.0,100000000.0
-578,578,Stranger Than Fiction,72.0,7.8,Comedy,40435190.0,30000000.0
-580,580,The Perfect Storm,47.0,6.2,Drama,182618434.0,120000000.0
-582,582,Saving Private Ryan,91.0,8.5,Drama,216335085.0,65000000.0
-583,583,S.W.A.T.,48.0,5.9,Action,116877597.0,70000000.0
-584,584,Sideways,97.0,7.8,Drama,71502303.0,17000000.0
-587,587,Talladega Nights: The Ballad of Ricky Bobby,72.0,6.4,Comedy,148213377.0,73000000.0
-588,588,The Talented Mr. Ripley,82.0,7.2,Drama,81292135.0,40000000.0
-591,591,Transformers,57.0,7.3,Action,319246193.0,151000000.0
-592,592,Transformers: Revenge of the Fallen,20.0,6.0,Action,402111870.0,210000000.0
-593,593,The Thin Red Line,78.0,7.5,Drama,36400491.0,52000000.0
-594,594,The League of Extraordinary Gentlemen,17.0,5.5,Adventure,66465204.0,78000000.0
-596,596,Tomorrow Never Dies,55.0,6.4,Action,125304276.0,110000000.0
-599,599,The Day After Tomorrow,46.0,6.3,Adventure,186740799.0,125000000.0
-601,601,Toy Story 2,100.0,8.0,Adventure,245852179.0,90000000.0
-602,602,Toy Story 3,99.0,8.9,Adventure,410640665.0,200000000.0
-603,603,Traffic,91.0,7.8,Drama,124107476.0,48000000.0
-604,604,Training Day,72.0,7.6,Drama,76261036.0,45000000.0
-605,605,Star Trek,94.0,8.2,Adventure,257730019.0,140000000.0
-606,606,The Terminal,60.0,7.1,Drama,77073959.0,75000000.0
-608,608,The Transporter,53.0,6.6,Action,25296447.0,21000000.0
-609,609,Tropic Thunder,83.0,7.2,Comedy,110461307.0,90000000.0
-610,610,Troy,54.0,7.0,Action,133298577.0,150000000.0
-611,611,xXx,48.0,5.5,Action,141930000.0,70000000.0
-612,612,The Truman Show,95.0,8.0,Drama,125618201.0,60000000.0
-616,616,Underworld,30.0,6.7,Action,51970690.0,22000000.0
-617,617,Underworld: Evolution,15.0,6.6,Action,62318875.0,45000000.0
-618,618,Up,98.0,8.4,Adventure,293004164.0,175000000.0
-620,620,V for Vendetta,73.0,8.2,Action,70511035.0,50000000.0
-621,621,Van Helsing,22.0,5.5,Action,120150546.0,170000000.0
-625,625,WALL-E,96.0,8.5,Comedy,223808164.0,180000000.0
-626,626,Watchmen,64.0,7.8,Action,107509799.0,138000000.0
-627,627,We Were Soldiers,62.0,6.9,Drama,78120196.0,70000000.0
-630,630,Walk the Line,82.0,7.9,Drama,119519402.0,29000000.0
-631,631,Wild Wild West,21.0,4.3,Adventure,113805681.0,175000000.0
-633,633,The Wrestler,98.0,8.2,Drama,26236603.0,6000000.0
-634,634,Sky Captain and the World of Tomorrow,72.0,6.3,Adventure,37760080.0,70000000.0
-635,635,The Waterboy,32.0,5.7,Comedy,161491646.0,23000000.0
-637,637,X-Men,82.0,7.4,Action,157299717.0,75000000.0
-639,639,X-Men: The Last Stand,57.0,6.9,Action,234362462.0,150000000.0
-640,640,The Expendables,40.0,7.1,Action,101384023.0,82000000.0
-641,641,Yes Man,43.0,7.0,Comedy,97690976.0,50000000.0
-642,642,You've Got Mail,68.0,6.2,Drama,115821495.0,65000000.0
-643,643,Zoolander,62.0,6.4,Comedy,45172250.0,28000000.0
-644,644,Zombieland,89.0,7.8,Comedy,75590286.0,23600000.0
-645,645,Zack and Miri Make a Porno,65.0,7.0,Comedy,31452765.0,24000000.0
diff --git a/public/tutorial/data/weather.csv b/public/tutorial/data/weather.csv
deleted file mode 100644
index 13e974b3dd..0000000000
--- a/public/tutorial/data/weather.csv
+++ /dev/null
@@ -1,365 +0,0 @@
-id,index,Date,precipitation,Maximum Temperature,temp_min,wind,Weather
-0,1097,2015-01-02,1.5,5.6,0.0,2.3,rain
-1,1098,2015-01-03,0.0,5.0,1.7,1.7,fog
-2,1099,2015-01-04,10.2,10.6,3.3,4.5,rain
-3,1100,2015-01-05,8.1,12.2,9.4,6.4,rain
-4,1101,2015-01-06,0.0,12.2,6.1,1.3,fog
-5,1102,2015-01-07,0.0,7.8,5.6,1.6,fog
-6,1103,2015-01-08,0.0,7.8,1.7,2.6,fog
-7,1104,2015-01-09,0.3,10.0,3.3,0.6,rain
-8,1105,2015-01-10,5.8,7.8,6.1,0.5,rain
-9,1106,2015-01-11,1.5,9.4,7.2,1.1,rain
-10,1107,2015-01-12,0.0,11.1,4.4,1.6,fog
-11,1108,2015-01-13,0.0,9.4,2.8,2.7,fog
-12,1109,2015-01-14,0.0,6.1,0.6,2.8,fog
-13,1110,2015-01-15,9.7,7.8,1.1,3.2,rain
-14,1111,2015-01-16,0.0,11.7,5.6,4.5,fog
-15,1112,2015-01-17,26.2,13.3,3.3,2.8,rain
-16,1113,2015-01-18,21.3,13.9,7.2,6.6,rain
-17,1114,2015-01-19,0.5,10.0,6.1,2.8,rain
-18,1115,2015-01-20,0.0,10.0,3.3,3.0,fog
-19,1116,2015-01-21,0.0,7.2,-0.5,1.3,fog
-20,1117,2015-01-22,0.8,9.4,6.1,1.3,rain
-21,1118,2015-01-23,5.8,12.2,8.3,2.6,rain
-22,1119,2015-01-24,0.5,14.4,11.1,3.3,rain
-23,1120,2015-01-25,0.0,17.2,7.2,1.4,fog
-24,1121,2015-01-26,0.0,16.1,6.1,2.2,fog
-25,1122,2015-01-27,0.8,11.1,8.3,2.0,rain
-26,1123,2015-01-28,0.0,12.2,5.0,1.8,fog
-27,1124,2015-01-29,0.0,12.2,3.3,2.9,sun
-28,1125,2015-01-30,0.0,8.3,1.1,0.8,fog
-29,1126,2015-01-31,0.0,7.2,3.3,1.9,fog
-30,1127,2015-02-01,1.5,9.4,4.4,2.6,rain
-31,1128,2015-02-02,7.4,11.1,5.0,4.0,rain
-32,1129,2015-02-03,1.3,10.0,5.6,1.9,rain
-33,1130,2015-02-04,8.4,10.6,4.4,1.7,rain
-34,1131,2015-02-05,26.2,13.3,8.3,4.6,rain
-35,1132,2015-02-06,17.3,14.4,10.0,4.5,rain
-36,1133,2015-02-07,23.6,12.2,9.4,4.6,rain
-37,1134,2015-02-08,3.6,15.0,8.3,3.9,rain
-38,1135,2015-02-09,6.1,13.3,8.3,2.5,rain
-39,1136,2015-02-10,0.3,12.8,8.3,4.0,rain
-40,1137,2015-02-11,0.0,12.8,5.6,1.0,fog
-41,1138,2015-02-12,1.0,16.7,9.4,2.1,rain
-42,1139,2015-02-13,0.0,15.6,6.7,1.7,fog
-43,1140,2015-02-14,0.3,14.4,6.7,2.9,rain
-44,1141,2015-02-15,0.0,12.2,3.9,4.8,sun
-45,1142,2015-02-16,0.0,15.0,5.6,6.6,fog
-46,1143,2015-02-17,0.0,16.1,4.4,4.0,sun
-47,1144,2015-02-18,0.0,12.2,4.4,2.6,sun
-48,1145,2015-02-19,4.6,10.6,8.3,2.2,rain
-49,1146,2015-02-20,0.8,11.1,7.2,0.9,rain
-50,1147,2015-02-21,0.0,12.2,5.6,4.5,sun
-51,1148,2015-02-22,0.0,11.7,3.3,4.2,sun
-52,1149,2015-02-23,0.0,12.8,0.6,1.4,sun
-53,1150,2015-02-24,0.0,11.1,2.2,1.5,sun
-54,1151,2015-02-25,4.1,10.0,6.7,1.0,rain
-55,1152,2015-02-26,9.4,11.7,7.8,1.4,rain
-56,1153,2015-02-27,18.3,10.0,6.7,4.0,rain
-57,1154,2015-02-28,0.0,12.2,3.3,5.1,sun
-58,1155,2015-03-01,0.0,11.1,1.1,2.2,sun
-59,1156,2015-03-02,0.0,11.1,4.4,4.8,sun
-60,1157,2015-03-03,0.0,10.6,0.0,2.1,sun
-61,1158,2015-03-04,0.0,12.8,-0.5,1.8,sun
-62,1159,2015-03-05,0.0,13.3,2.8,1.3,sun
-63,1160,2015-03-06,0.0,15.0,3.3,1.4,sun
-64,1161,2015-03-07,0.0,16.7,3.9,2.7,fog
-65,1162,2015-03-08,0.0,17.2,3.9,1.7,fog
-66,1163,2015-03-09,0.0,14.4,4.4,1.8,fog
-67,1164,2015-03-10,0.8,13.3,5.0,2.6,rain
-68,1165,2015-03-11,2.5,14.4,8.9,3.1,rain
-69,1166,2015-03-12,0.0,17.8,9.4,3.2,sun
-70,1167,2015-03-13,2.0,17.2,7.8,2.2,rain
-71,1168,2015-03-14,17.0,13.9,9.4,3.8,rain
-72,1169,2015-03-15,55.9,10.6,6.1,4.2,rain
-73,1170,2015-03-16,1.0,13.9,6.1,3.0,rain
-74,1171,2015-03-17,0.8,13.3,4.4,2.6,rain
-75,1172,2015-03-18,0.0,15.6,7.2,2.5,sun
-76,1173,2015-03-19,0.0,15.6,8.3,1.9,sun
-77,1174,2015-03-20,4.1,13.9,8.9,1.9,rain
-78,1175,2015-03-21,3.8,13.3,8.3,4.7,rain
-79,1176,2015-03-22,1.0,11.7,6.1,2.3,rain
-80,1177,2015-03-23,8.1,11.1,5.6,2.8,rain
-81,1178,2015-03-24,7.6,12.8,6.1,3.9,rain
-82,1179,2015-03-25,5.1,14.4,7.2,4.4,rain
-83,1180,2015-03-26,0.0,20.6,10.0,2.2,sun
-84,1181,2015-03-27,1.0,18.3,8.9,4.0,rain
-85,1182,2015-03-28,0.0,15.6,9.4,5.7,sun
-86,1183,2015-03-29,0.0,15.6,8.9,3.0,sun
-87,1184,2015-03-30,1.8,17.8,10.6,2.9,rain
-88,1185,2015-03-31,1.0,12.8,6.1,4.2,rain
-89,1186,2015-04-01,5.1,12.8,5.6,3.2,rain
-90,1187,2015-04-02,0.0,13.3,5.6,2.4,sun
-91,1188,2015-04-03,1.5,11.1,5.0,3.6,rain
-92,1189,2015-04-04,0.0,12.8,3.9,1.7,sun
-93,1190,2015-04-05,0.0,16.7,2.8,2.4,sun
-94,1191,2015-04-06,1.0,13.9,6.7,3.5,rain
-95,1192,2015-04-07,0.5,14.4,6.7,3.9,rain
-96,1193,2015-04-08,0.0,17.2,6.1,1.7,sun
-97,1194,2015-04-09,0.0,17.2,6.1,2.3,sun
-98,1195,2015-04-10,10.9,13.9,7.8,4.6,rain
-99,1196,2015-04-11,0.0,11.7,5.6,6.5,sun
-100,1197,2015-04-12,0.0,13.3,5.6,3.6,sun
-101,1198,2015-04-13,14.0,11.7,3.9,3.6,rain
-102,1199,2015-04-14,3.3,11.7,2.8,3.3,rain
-103,1200,2015-04-15,0.0,13.9,3.3,2.4,sun
-104,1201,2015-04-16,0.0,17.8,3.9,3.1,sun
-105,1202,2015-04-17,0.0,18.9,6.1,3.6,sun
-106,1203,2015-04-18,0.0,18.9,8.3,3.9,sun
-107,1204,2015-04-19,0.0,21.1,8.3,3.6,sun
-108,1205,2015-04-20,0.0,22.8,7.8,2.6,sun
-109,1206,2015-04-21,5.6,17.2,6.7,3.4,rain
-110,1207,2015-04-22,0.0,15.6,5.0,2.3,sun
-111,1208,2015-04-23,3.0,12.2,6.7,4.1,rain
-112,1209,2015-04-24,3.3,12.2,6.1,5.0,rain
-113,1210,2015-04-25,1.3,13.3,5.6,3.0,rain
-114,1211,2015-04-26,0.0,15.6,4.4,2.7,fog
-115,1212,2015-04-27,0.3,25.0,10.6,2.3,rain
-116,1213,2015-04-28,1.8,15.6,8.9,4.3,rain
-117,1214,2015-04-29,0.0,16.1,7.2,4.7,sun
-118,1215,2015-04-30,0.0,17.2,7.8,2.1,sun
-119,1216,2015-05-01,0.0,18.3,8.9,3.7,sun
-120,1217,2015-05-02,0.0,18.3,7.8,3.7,sun
-121,1218,2015-05-03,0.0,20.6,7.8,2.6,sun
-122,1219,2015-05-04,0.0,17.2,7.2,5.2,sun
-123,1220,2015-05-05,6.1,14.4,7.2,5.1,rain
-124,1221,2015-05-06,0.0,16.7,7.2,2.6,fog
-125,1222,2015-05-07,0.0,20.6,6.1,3.0,sun
-126,1223,2015-05-08,0.0,23.9,8.3,3.0,sun
-127,1224,2015-05-09,0.0,26.7,9.4,2.6,sun
-128,1225,2015-05-10,0.0,19.4,11.1,2.8,sun
-129,1226,2015-05-11,0.0,13.9,10.0,2.5,fog
-130,1227,2015-05-12,4.3,15.6,10.6,3.3,rain
-131,1228,2015-05-13,4.1,12.2,10.0,2.8,rain
-132,1229,2015-05-14,0.3,17.8,9.4,2.0,rain
-133,1230,2015-05-15,0.0,20.0,9.4,2.8,fog
-134,1231,2015-05-16,0.0,15.6,11.1,3.0,sun
-135,1232,2015-05-17,0.0,19.4,10.6,2.1,sun
-136,1233,2015-05-18,0.0,25.6,12.2,3.0,sun
-137,1234,2015-05-19,0.0,21.7,11.7,2.6,sun
-138,1235,2015-05-20,0.0,23.3,10.6,1.8,fog
-139,1236,2015-05-21,0.0,25.6,11.7,2.1,sun
-140,1237,2015-05-22,0.0,16.7,11.7,3.7,sun
-141,1238,2015-05-23,0.0,16.1,11.7,2.6,sun
-142,1239,2015-05-24,0.0,17.8,11.1,2.7,sun
-143,1240,2015-05-25,0.0,15.6,11.1,2.7,sun
-144,1241,2015-05-26,0.0,21.7,11.7,2.1,sun
-145,1242,2015-05-27,0.0,24.4,11.7,1.8,sun
-146,1243,2015-05-28,0.0,27.8,12.2,2.1,sun
-147,1244,2015-05-29,0.0,26.1,12.8,2.5,sun
-148,1245,2015-05-30,0.0,22.8,10.0,2.5,sun
-149,1246,2015-05-31,0.0,25.0,11.7,2.2,sun
-150,1247,2015-06-01,4.6,16.1,11.7,3.4,rain
-151,1248,2015-06-02,0.5,17.8,12.8,5.0,rain
-152,1249,2015-06-03,0.0,20.0,11.7,3.0,sun
-153,1250,2015-06-04,0.0,22.8,11.7,3.9,sun
-154,1251,2015-06-05,0.0,26.7,12.8,4.3,sun
-155,1252,2015-06-06,0.0,29.4,13.3,2.6,sun
-156,1253,2015-06-07,0.0,31.1,15.6,3.2,sun
-157,1254,2015-06-08,0.0,30.6,14.4,3.5,sun
-158,1255,2015-06-09,0.0,28.9,14.4,2.7,sun
-159,1256,2015-06-10,0.0,25.6,11.1,3.0,sun
-160,1257,2015-06-11,0.0,24.4,11.1,3.5,sun
-161,1258,2015-06-12,0.0,20.0,11.7,2.3,sun
-162,1259,2015-06-13,0.0,23.9,9.4,2.6,sun
-163,1260,2015-06-14,0.0,27.8,11.7,3.7,sun
-164,1261,2015-06-15,0.0,30.0,16.1,3.5,drizzle
-165,1262,2015-06-16,0.0,22.8,11.1,3.0,sun
-166,1263,2015-06-17,0.0,25.0,11.1,3.1,sun
-167,1264,2015-06-18,0.0,24.4,13.9,3.0,sun
-168,1265,2015-06-19,0.5,23.9,13.3,3.2,rain
-169,1266,2015-06-20,0.0,25.0,12.8,4.3,sun
-170,1267,2015-06-21,0.0,25.6,13.9,3.4,sun
-171,1268,2015-06-22,0.0,25.0,12.8,2.4,sun
-172,1269,2015-06-23,0.0,26.1,11.7,2.4,sun
-173,1270,2015-06-24,0.0,25.6,16.1,2.6,sun
-174,1271,2015-06-25,0.0,30.6,15.6,3.0,sun
-175,1272,2015-06-26,0.0,31.7,17.8,4.7,sun
-176,1273,2015-06-27,0.0,33.3,17.2,3.9,sun
-177,1274,2015-06-28,0.3,28.3,18.3,2.1,rain
-178,1275,2015-06-29,0.0,28.9,17.2,2.7,sun
-179,1276,2015-06-30,0.0,30.6,15.0,3.4,fog
-180,1277,2015-07-01,0.0,32.2,17.2,4.3,sun
-181,1278,2015-07-02,0.0,33.9,17.8,3.4,sun
-182,1279,2015-07-03,0.0,33.3,17.8,2.6,sun
-183,1280,2015-07-04,0.0,33.3,15.0,2.9,sun
-184,1281,2015-07-05,0.0,32.8,16.7,2.1,sun
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-199,1296,2015-07-20,0.0,26.7,16.7,3.9,sun
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-204,1301,2015-07-25,0.0,21.1,14.4,2.4,fog
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-208,1305,2015-07-29,0.0,32.2,14.4,3.8,sun
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-230,1327,2015-08-20,2.0,22.8,14.4,4.2,rain
-231,1328,2015-08-21,0.0,22.2,14.4,2.6,sun
-232,1329,2015-08-22,0.0,26.7,12.2,2.5,drizzle
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-235,1332,2015-08-25,0.0,25.6,12.2,3.4,sun
-236,1333,2015-08-26,0.0,28.3,13.9,1.7,sun
-237,1334,2015-08-27,0.0,29.4,14.4,2.1,sun
-238,1335,2015-08-28,0.5,23.3,15.6,2.6,rain
-239,1336,2015-08-29,32.5,22.2,13.3,5.8,rain
-240,1337,2015-08-30,10.2,20.0,12.8,4.7,rain
-241,1338,2015-08-31,0.0,18.9,16.1,5.8,sun
-242,1339,2015-09-01,5.8,19.4,13.9,5.0,rain
-243,1340,2015-09-02,0.0,19.4,11.1,3.8,sun
-244,1341,2015-09-03,0.0,18.3,10.6,2.9,sun
-245,1342,2015-09-04,0.0,18.3,10.0,2.9,sun
-246,1343,2015-09-05,0.3,20.6,8.9,3.5,rain
-247,1344,2015-09-06,5.3,16.1,11.7,2.4,rain
-248,1345,2015-09-07,0.3,21.1,13.3,1.5,rain
-249,1346,2015-09-08,0.0,22.8,13.3,2.4,sun
-250,1347,2015-09-09,0.0,24.4,13.9,3.3,sun
-251,1348,2015-09-10,0.0,25.0,14.4,3.6,fog
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-254,1351,2015-09-13,0.5,20.6,12.8,3.0,rain
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-256,1353,2015-09-15,0.0,17.8,10.0,2.8,sun
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-262,1359,2015-09-21,0.0,18.3,9.4,2.7,fog
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-265,1362,2015-09-24,0.0,22.2,11.1,2.5,fog
-266,1363,2015-09-25,2.0,15.6,12.8,2.6,rain
-267,1364,2015-09-26,0.0,18.3,10.0,2.7,sun
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-271,1368,2015-09-30,0.0,18.3,10.0,1.3,fog
-272,1369,2015-10-01,0.0,21.1,9.4,1.3,fog
-273,1370,2015-10-02,0.0,15.6,10.0,2.9,fog
-274,1371,2015-10-03,0.0,19.4,11.1,4.8,sun
-275,1372,2015-10-04,0.0,22.8,10.0,3.7,sun
-276,1373,2015-10-05,0.0,23.3,9.4,1.6,sun
-277,1374,2015-10-06,0.0,18.3,10.0,2.6,drizzle
-278,1375,2015-10-07,9.9,16.1,13.9,2.2,rain
-279,1376,2015-10-08,0.0,18.9,13.3,1.1,fog
-280,1377,2015-10-09,0.3,19.4,12.2,2.6,rain
-281,1378,2015-10-10,28.7,21.1,13.3,4.7,rain
-282,1379,2015-10-11,0.0,17.8,10.6,2.6,sun
-283,1380,2015-10-12,4.6,18.3,10.6,2.8,rain
-284,1381,2015-10-13,1.3,16.7,9.4,3.2,rain
-285,1382,2015-10-14,0.0,15.0,10.0,5.0,fog
-286,1383,2015-10-15,0.0,21.1,9.4,3.4,fog
-287,1384,2015-10-16,0.0,20.0,8.9,1.3,sun
-288,1385,2015-10-17,0.3,19.4,11.7,1.3,rain
-289,1386,2015-10-18,3.8,15.0,12.8,2.0,rain
-290,1387,2015-10-19,0.3,17.2,12.2,2.6,rain
-291,1388,2015-10-20,0.0,17.8,10.6,1.8,fog
-292,1389,2015-10-21,0.0,16.1,8.3,1.3,fog
-293,1390,2015-10-22,0.0,16.1,8.9,2.7,fog
-294,1391,2015-10-23,0.0,12.8,7.2,2.6,fog
-295,1392,2015-10-24,0.0,15.0,8.9,2.9,fog
-296,1393,2015-10-25,8.9,19.4,8.9,3.4,rain
-297,1394,2015-10-26,6.9,12.2,10.0,4.6,rain
-298,1395,2015-10-27,0.0,16.1,7.8,1.7,fog
-299,1396,2015-10-28,3.3,13.9,11.1,2.8,rain
-300,1397,2015-10-29,1.8,15.0,12.2,4.7,rain
-301,1398,2015-10-30,19.3,17.2,11.7,6.7,rain
-302,1399,2015-10-31,33.0,15.6,11.7,7.2,rain
-303,1400,2015-11-01,26.2,12.2,8.9,6.0,rain
-304,1401,2015-11-02,0.3,11.1,7.2,2.8,rain
-305,1402,2015-11-03,0.8,10.6,5.0,1.4,rain
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-307,1404,2015-11-05,1.3,11.7,7.8,2.3,rain
-308,1405,2015-11-06,0.0,15.6,8.3,2.7,fog
-309,1406,2015-11-07,12.7,12.2,9.4,3.0,rain
-310,1407,2015-11-08,6.6,11.1,7.8,1.8,rain
-311,1408,2015-11-09,3.3,10.0,5.0,1.3,rain
-312,1409,2015-11-10,1.3,11.1,3.9,3.9,rain
-313,1410,2015-11-11,1.5,11.1,6.1,4.6,rain
-314,1411,2015-11-12,9.9,11.1,5.0,5.1,rain
-315,1412,2015-11-13,33.5,13.3,9.4,6.5,rain
-316,1413,2015-11-14,47.2,9.4,6.1,4.5,rain
-317,1414,2015-11-15,22.4,8.9,2.2,4.1,rain
-318,1415,2015-11-16,2.0,8.9,1.7,4.0,rain
-319,1416,2015-11-17,29.5,13.3,6.7,8.0,rain
-320,1417,2015-11-18,1.5,8.9,3.3,3.8,rain
-321,1418,2015-11-19,2.0,8.9,2.8,4.2,rain
-322,1419,2015-11-20,0.0,8.3,0.6,4.0,fog
-323,1420,2015-11-21,0.0,8.9,0.6,4.7,sun
-324,1421,2015-11-22,0.0,10.0,1.7,3.1,fog
-325,1422,2015-11-23,3.0,6.7,0.0,1.3,rain
-326,1423,2015-11-24,7.1,6.7,2.8,4.5,rain
-327,1424,2015-11-25,0.0,7.2,0.0,5.7,sun
-328,1425,2015-11-26,0.0,9.4,-1.0,4.3,sun
-329,1426,2015-11-27,0.0,9.4,-1.6,3.0,sun
-330,1427,2015-11-28,0.0,7.2,-2.7,1.0,sun
-331,1428,2015-11-29,0.0,1.7,-2.1,0.9,fog
-332,1429,2015-11-30,0.5,5.6,-3.8,1.7,rain
-333,1430,2015-12-01,12.2,10.0,3.9,3.5,rain
-334,1431,2015-12-02,2.5,10.6,4.4,5.0,rain
-335,1432,2015-12-03,12.7,15.6,7.8,5.9,rain
-336,1433,2015-12-04,2.0,10.6,6.1,4.7,rain
-337,1434,2015-12-05,15.7,10.0,6.1,4.0,rain
-338,1435,2015-12-06,11.2,12.8,7.2,5.9,rain
-339,1436,2015-12-07,27.4,11.1,8.3,3.4,rain
-340,1437,2015-12-08,54.1,15.6,10.0,6.2,rain
-341,1438,2015-12-09,13.5,12.2,7.8,6.3,rain
-342,1439,2015-12-10,9.4,11.7,6.1,7.5,rain
-343,1440,2015-12-11,0.3,9.4,4.4,2.8,rain
-344,1441,2015-12-12,16.0,8.9,5.6,5.6,rain
-345,1442,2015-12-13,1.3,7.8,6.1,6.1,rain
-346,1443,2015-12-14,0.0,7.8,1.7,1.7,sun
-347,1444,2015-12-15,1.5,6.7,1.1,2.9,rain
-348,1445,2015-12-16,3.6,6.1,2.8,2.3,rain
-349,1446,2015-12-17,21.8,6.7,3.9,6.0,rain
-350,1447,2015-12-18,18.5,8.9,4.4,5.1,rain
-351,1448,2015-12-19,0.0,8.3,2.8,4.1,fog
-352,1449,2015-12-20,4.3,7.8,4.4,6.7,rain
-353,1450,2015-12-21,27.4,5.6,2.8,4.3,rain
-354,1451,2015-12-22,4.6,7.8,2.8,5.0,rain
-355,1452,2015-12-23,6.1,5.0,2.8,7.6,rain
-356,1453,2015-12-24,2.5,5.6,2.2,4.3,rain
-357,1454,2015-12-25,5.8,5.0,2.2,1.5,rain
-358,1455,2015-12-26,0.0,4.4,0.0,2.5,sun
-359,1456,2015-12-27,8.6,4.4,1.7,2.9,rain
-360,1457,2015-12-28,1.5,5.0,1.7,1.3,rain
-361,1458,2015-12-29,0.0,7.2,0.6,2.6,fog
-362,1459,2015-12-30,0.0,5.6,-1.0,3.4,sun
-363,1460,2015-12-31,0.0,5.6,-2.1,3.5,sun
diff --git a/public/tutorial/replication-config.json b/public/tutorial/replication-config.json
index 31702ebb91..a77f79ae69 100644
--- a/public/tutorial/replication-config.json
+++ b/public/tutorial/replication-config.json
@@ -6,7 +6,7 @@
     "authors": [
       "The reVISit Team"
     ],
-    "date": "2026-02-23",
+    "date": "2026-06-08",
     "description": "This is a reVISit variation study of JND(Just Noticeable Difference) Scatter Plot experiment.",
     "organizations": [
       "University of Utah",
@@ -15,7 +15,7 @@
   },
   "uiConfig": {
     "contactEmail": "contact@revisit.dev",
-    "helpTextPath": "ScatterJND-study/assets/help.md",
+    "helpTextPath": "tutorial/assets/help.md",
     "logoPath": "revisitAssets/revisitLogoSquare.svg",
     "withProgressBar": true,
     "autoDownloadStudy": false,
diff --git a/src/public/tutorial/assets/BrushPlotWrapper.tsx b/src/public/tutorial/assets/BrushPlotWrapper.tsx
index dd6e6f347d..5740fe9a9a 100644
--- a/src/public/tutorial/assets/BrushPlotWrapper.tsx
+++ b/src/public/tutorial/assets/BrushPlotWrapper.tsx
@@ -1,11 +1,9 @@
-/* eslint-disable @typescript-eslint/no-explicit-any */
-import React from 'react';
 import { BrushParams, BrushState } from '../../example-brush-interactions/assets/types';
 import { BrushPlot } from '../../example-brush-interactions/assets/BrushPlot';
 import { ParticipantData } from '../../../storage/types';
 
 export default function BrushPlotWrapper({
   state, params, answers, onStateChange,
-} : {state?: BrushState, params: BrushParams, answers: ParticipantData['answers'], onStateChange?: (b: BrushState) => void}) {
+}: { state?: BrushState, params: BrushParams, answers: ParticipantData['answers'], onStateChange?: (b: BrushState) => void }) {
   return <BrushPlot parameters={params} setAnswer={() => null} provenanceState={state ? { all: state } as any : undefined} updateState={onStateChange || (() => null)} answers={answers} />;
 }
diff --git a/src/public/tutorial/assets/ReactExample.tsx b/src/public/tutorial/assets/ReactExample.tsx
index f06b44c1df..c5d66ec0f0 100644
--- a/src/public/tutorial/assets/ReactExample.tsx
+++ b/src/public/tutorial/assets/ReactExample.tsx
@@ -1,17 +1,50 @@
+import { useCallback, useMemo, useState } from 'react';
+import { initializeTrrack, Registry } from '@trrack/core';
 import BrushPlotWrapper from './BrushPlotWrapper';
+import { StimulusParams } from '../../../store/types';
+import { BrushParams, BrushState } from '../../example-brush-interactions/assets/types';
+
+export default function ReactExample({ parameters, setAnswer, provenanceState }: StimulusParams<BrushParams, BrushState>) {
+  const [brushState, setBrushState] = useState<BrushState>();
+
+  // creating provenance tracking
+  const { actions, trrack } = useMemo(() => {
+    const reg = Registry.create();
+
+    const brush = reg.register('brush', (state, currBrush: BrushState) => {
+      state.brush = currBrush;
+      return state;
+    });
+
+    const trrackInst = initializeTrrack({
+      registry: reg,
+      initialState: {
+        brush: {
+          hasBrush: false, x1: null, x2: null, y1: null, y2: null, ids: [],
+        },
+      },
+    });
+
+    return {
+      actions: {
+        brush,
+      },
+      trrack: trrackInst,
+    };
+  }, []);
+
+  const onStateChange = useCallback((b: BrushState) => {
+    setBrushState(b);
+    trrack.apply('Brush', actions.brush(b));
+
+    setAnswer({
+      answers: {},
+      status: true,
+      provenanceGraph: trrack.graph.backend,
+    });
+  }, [actions, setAnswer, trrack]);
 
-export default function ReactExample() {
   return (
-    <BrushPlotWrapper
-      params={{
-        dataset: 'penguin',
-        x: 'Body Mass (g)',
-        y: 'Flipper Length (mm)',
-        category: 'Species',
-        ids: 'id',
-        brushType: 'Slider Selection',
-      }}
-      answers={{}}
-    />
+    <BrushPlotWrapper params={parameters} state={provenanceState || brushState} onStateChange={onStateChange} answers={{}} />
   );
-}
+}
\ No newline at end of file
diff --git a/src/public/tutorial/assets/_answers/ReactExample.tsx b/src/public/tutorial/assets/_answers/ReactExample.tsx
deleted file mode 100644
index 163044aac5..0000000000
--- a/src/public/tutorial/assets/_answers/ReactExample.tsx
+++ /dev/null
@@ -1,50 +0,0 @@
-import React, { useCallback, useMemo, useState } from 'react';
-import { initializeTrrack, Registry } from '@trrack/core';
-import BrushPlotWrapper from '../BrushPlotWrapper';
-import { StimulusParams } from '../../../../store/types';
-import { BrushParams, BrushState } from '../../../example-brush-interactions/assets/types';
-
-export default function ReactExample({ parameters, setAnswer, provenanceState } : StimulusParams<BrushParams, BrushState>) {
-  const [brushState, setBrushState] = useState<BrushState>();
-
-  // creating provenance tracking
-  const { actions, trrack } = useMemo(() => {
-    const reg = Registry.create();
-
-    const brush = reg.register('brush', (state, currBrush: BrushState) => {
-      state.brush = currBrush;
-      return state;
-    });
-
-    const trrackInst = initializeTrrack({
-      registry: reg,
-      initialState: {
-        brush: {
-          hasBrush: false, x1: null, x2: null, y1: null, y2: null, ids: [],
-        },
-      },
-    });
-
-    return {
-      actions: {
-        brush,
-      },
-      trrack: trrackInst,
-    };
-  }, []);
-
-  const onStateChange = useCallback((b: BrushState) => {
-    setBrushState(b);
-    trrack.apply('Brush', actions.brush(b));
-
-    setAnswer({
-      answers: {},
-      status: true,
-      provenanceGraph: trrack.graph.backend,
-    });
-  }, [actions, setAnswer, trrack]);
-
-  return (
-    <BrushPlotWrapper params={parameters} state={provenanceState || brushState} onStateChange={onStateChange} answers={{}} />
-  );
-}
diff --git a/src/public/tutorial/assets/_answers/replication/JNDDynamic.tsx b/src/public/tutorial/assets/_answers/replication/JNDDynamic.tsx
deleted file mode 100644
index cf7c998e1c..0000000000
--- a/src/public/tutorial/assets/_answers/replication/JNDDynamic.tsx
+++ /dev/null
@@ -1,47 +0,0 @@
-import { JumpFunctionParameters, JumpFunctionReturnVal, StoredAnswer } from '../../../../../store/types';
-
-const findLatestTrial = (allDynamicAnswers: StoredAnswer[]) => {
-  const trials = allDynamicAnswers
-    .sort((a, b) => parseInt(a.trialOrder.split('_').at(-1) || '0', 10) - parseInt(b.trialOrder.split('_').at(-1) || '0', 10));
-
-  return trials.at(-1)!;
-};
-
-export default function func({ answers }: JumpFunctionParameters<{ r1: number, r2: number, counter: number }>): JumpFunctionReturnVal {
-  const allDynamicAnswers = Object.values(answers)
-    .filter((answer) => answer.componentName === 'trial');
-
-  // First trial
-  if (allDynamicAnswers.length === 0) {
-    return {
-      component: 'trial',
-      parameters: {
-        r1: 0.1,
-        r2: 0.9,
-      },
-      correctAnswer: [{ id: 'buttonsResponse', answer: 'right' }],
-    };
-  }
-
-  if (allDynamicAnswers.length === 9) {
-    return { component: null };
-  }
-
-  const latestTrial = findLatestTrial(allDynamicAnswers);
-
-  const right = latestTrial.parameters.r2 === 0.9;
-
-  const approachingValue = right ? latestTrial.parameters.r1 + 0.1 : latestTrial.parameters.r2 + 0.1;
-
-  const r1 = right ? 0.9 : approachingValue;
-  const r2 = right ? approachingValue : 0.9;
-
-  return {
-    component: 'trial',
-    parameters: {
-      r1,
-      r2,
-    },
-    correctAnswer: [{ id: 'buttonsResponse', answer: right ? 'left' : 'right' }],
-  };
-}
diff --git a/src/public/tutorial/assets/_answers/replication/Scatter.tsx b/src/public/tutorial/assets/_answers/replication/Scatter.tsx
deleted file mode 100644
index 2835ba4782..0000000000
--- a/src/public/tutorial/assets/_answers/replication/Scatter.tsx
+++ /dev/null
@@ -1,114 +0,0 @@
-/* eslint-disable react-hooks/exhaustive-deps */
-/**
- * Authors: WPI Data Visualization Team
- * Modified by: The ReVISit Team
- * Description:
- *    This file loads a pre-generated dataset and renders a Scatter Plot using D3.
- */
-
-import { scaleLinear } from 'd3-scale';
-import { axisLeft, axisBottom } from 'd3-axis';
-import {
-  useCallback, useEffect, useRef, useState,
-} from 'react';
-import { select } from 'd3-selection';
-import { PREFIX } from '../../../../../utils/Prefix';
-
-const width = 300;
-const height = 300;
-
-export function Scatter({ r, datasetName } : { r: number, datasetName: string }) {
-  const d3Container = useRef(null);
-  const [data, setData] = useState<[number, number][]>([]);
-  const [isHover, setIsHover] = useState<boolean>(false);
-
-  const margin = {
-    left: 0, top: 20, right: 20, bottom: 20,
-  };
-  const innerHeight = height - margin.bottom;
-  const innerWidth = width - margin.left - margin.right;
-
-  useEffect(() => {
-    const fetchData = async () => {
-      try {
-        const filePath = `${PREFIX}tutorial/assets/datasets/size_100/${datasetName}`;
-
-        const response = await fetch(filePath);
-
-        if (!response.ok) {
-          throw new Error(`Failed to fetch dataset: ${filePath}`);
-        }
-
-        const text = await response.text();
-        const rows = text.trim().split('\n').slice(1);
-
-        const parsedData = rows.map((row) => {
-          const [x, y] = row.split(',').map(Number);
-          return [x, y] as [number, number];
-        });
-
-        setData(parsedData);
-      } catch (error) {
-        console.error('Error loading dataset:', error);
-      }
-    };
-
-    fetchData();
-  }, [r]);
-
-  const createChart = useCallback(() => {
-    if (data.length === 0) return;
-
-    const xScale = scaleLinear().domain([0, 1]).range([0, innerWidth]);
-    const yScale = scaleLinear().domain([0, 1]).range([innerHeight, 0]);
-
-    const xAxis = axisBottom(xScale).tickSize(0).tickFormat(() => '');
-    const yAxis = axisLeft(yScale).tickSize(0).tickFormat(() => '');
-
-    const svg = select(d3Container.current).attr('width', width).attr('height', height);
-    svg.selectAll('*').remove();
-
-    svg.append('g')
-      .attr('transform', `translate(${margin.left}, ${height - margin.bottom + 19})`)
-      .call(xAxis);
-
-    svg.append('g')
-      .attr('transform', `translate(${margin.left}, ${margin.top})`)
-      .call(yAxis);
-
-    svg.selectAll('.dot')
-      .data(data)
-      .enter()
-      .append('circle')
-      .attr('class', 'dot')
-      .attr('r', 2)
-      .attr('cx', (d) => xScale(d[0]) + margin.left)
-      .attr('cy', (d) => yScale(d[1]) + margin.top)
-      .style('fill', 'black');
-  }, [data, innerWidth, innerHeight, margin.left, margin.top]);
-
-  useEffect(() => {
-    createChart();
-  }, [createChart]);
-
-  return (
-    <svg
-      className="d3-component"
-      width={width}
-      height={height}
-      onMouseEnter={() => setIsHover(true)}
-      onMouseLeave={() => setIsHover(false)}
-    >
-      <g id="d3Stuff" ref={d3Container} />
-      <rect
-        x={0}
-        y={20}
-        width={innerWidth}
-        height={innerHeight}
-        cursor="pointer"
-        opacity={isHover ? 0.2 : 0.0}
-        fill="cornflowerblue"
-      />
-    </svg>
-  );
-}
diff --git a/src/public/tutorial/assets/_answers/replication/ScatterWrapper.tsx b/src/public/tutorial/assets/_answers/replication/ScatterWrapper.tsx
deleted file mode 100644
index 2c4e8990e4..0000000000
--- a/src/public/tutorial/assets/_answers/replication/ScatterWrapper.tsx
+++ /dev/null
@@ -1,46 +0,0 @@
-/**
- * Authors: The ReVISit team
- * Description:
- *    This file is the wrapper component for the Scatter plots
- */
-
-import {
-  Center, Group, Stack, Text,
-} from '@mantine/core';
-import { Scatter } from './Scatter';
-import { StimulusParams } from '../../../../../store/types';
-
-/**
- * Holds 2 Scatter Plots
- * @param param0 - r1 is the correlation value for 1, r2 is the correlation value for 2,
- * onClick is a function that determines the functionality when a graph is clicked.
- * @returns 2 Scatter Plots
- */
-export default function ScatterWrapper({ parameters }: StimulusParams<{ r1: number; r2: number }>) {
-  const { r1, r2 } = parameters;
-  const r1DatasetName = `dataset_${r1.toFixed(1)}_size_100.csv`;
-  const r2DatasetName = `dataset_${r2.toFixed(1)}_size_100.csv`;
-
-  return (
-    <Stack style={{ width: '100%', height: '100%' }}>
-      <Text style={{
-        textAlign: 'center', paddingBottom: '0px', fontSize: '18px', fontWeight: 'bold',
-      }}
-      >
-        Please select the visualization that appears to have a larger correlation.
-      </Text>
-      <Text style={{
-        textAlign: 'center', paddingBottom: '24px', fontSize: '18px', fontWeight: 'bold',
-      }}
-      >
-        You can either click the buttons or use the‚ left and right keys.
-      </Text>
-      <Center>
-        <Group style={{ gap: '40px' }} mb="md">
-          <Scatter r={r1} datasetName={r1DatasetName} />
-          <Scatter r={r2} datasetName={r2DatasetName} />
-        </Group>
-      </Center>
-    </Stack>
-  );
-}
diff --git a/src/public/tutorial/assets/replication/JNDDynamic.tsx b/src/public/tutorial/assets/replication/JNDDynamic.tsx
index 015fa764c7..ee0ffaf062 100644
--- a/src/public/tutorial/assets/replication/JNDDynamic.tsx
+++ b/src/public/tutorial/assets/replication/JNDDynamic.tsx
@@ -1 +1,47 @@
-// Placeholder for tutorial dynamic replication sequence
+import { JumpFunctionParameters, JumpFunctionReturnVal, StoredAnswer } from '../../../../store/types';
+
+const findLatestTrial = (allDynamicAnswers: StoredAnswer[]) => {
+    const trials = allDynamicAnswers
+        .sort((a, b) => parseInt(a.trialOrder.split('_').at(-1) || '0', 10) - parseInt(b.trialOrder.split('_').at(-1) || '0', 10));
+
+    return trials.at(-1)!;
+};
+
+export default function func({ answers }: JumpFunctionParameters<{ r1: number, r2: number, counter: number }>): JumpFunctionReturnVal {
+    const allDynamicAnswers = Object.values(answers)
+        .filter((answer) => answer.componentName === 'trial');
+
+    // First trial
+    if (allDynamicAnswers.length === 0) {
+        return {
+            component: 'trial',
+            parameters: {
+                r1: 0.1,
+                r2: 0.9,
+            },
+            correctAnswer: [{ id: 'buttonsResponse', answer: 'right' }],
+        };
+    }
+
+    if (allDynamicAnswers.length === 9) {
+        return { component: null };
+    }
+
+    const latestTrial = findLatestTrial(allDynamicAnswers);
+
+    const right = latestTrial.parameters.r2 === 0.9;
+
+    const approachingValue = right ? latestTrial.parameters.r1 + 0.1 : latestTrial.parameters.r2 + 0.1;
+
+    const r1 = right ? 0.9 : approachingValue;
+    const r2 = right ? approachingValue : 0.9;
+
+    return {
+        component: 'trial',
+        parameters: {
+            r1,
+            r2,
+        },
+        correctAnswer: [{ id: 'buttonsResponse', answer: right ? 'left' : 'right' }],
+    };
+}
diff --git a/src/public/tutorial/assets/replication/Scatter.tsx b/src/public/tutorial/assets/replication/Scatter.tsx
index 6628f4ce1e..ee4f2a7c8f 100644
--- a/src/public/tutorial/assets/replication/Scatter.tsx
+++ b/src/public/tutorial/assets/replication/Scatter.tsx
@@ -17,7 +17,7 @@ import { PREFIX } from '../../../../utils/Prefix';
 const width = 300;
 const height = 300;
 
-export function Scatter({ r, datasetName } : { r: number, datasetName: string }) {
+export function Scatter({ r, datasetName }: { r: number, datasetName: string }) {
   const d3Container = useRef(null);
   const [data, setData] = useState<[number, number][]>([]);
   const [isHover, setIsHover] = useState<boolean>(false);
diff --git a/src/public/tutorial/assets/replication/ScatterWrapper.tsx b/src/public/tutorial/assets/replication/ScatterWrapper.tsx
index 41d8448321..137ca6cb2a 100644
--- a/src/public/tutorial/assets/replication/ScatterWrapper.tsx
+++ b/src/public/tutorial/assets/replication/ScatterWrapper.tsx
@@ -1 +1,40 @@
-// Placeholder for the ScatterWrapper component
+/**
+ * Authors: The ReVISit team
+ * Description:
+ *    This file is the wrapper component for the Scatter plots
+ */
+
+import {
+    Center, Group, Stack, Text,
+} from '@mantine/core';
+import { Scatter } from './Scatter';
+import { StimulusParams } from '../../../../store/types';
+
+/**
+ * Holds 2 Scatter Plots
+ * @param param0 - r1 is the correlation value for 1, r2 is the correlation value for 2,
+ * onClick is a function that determines the functionality when a graph is clicked.
+ * @returns 2 Scatter Plots
+ */
+export default function ScatterWrapper({ parameters }: StimulusParams<{ r1: number; r2: number }>) {
+    const { r1, r2 } = parameters;
+    const r1DatasetName = `dataset_${r1.toFixed(2)}_size_100.csv`;
+    const r2DatasetName = `dataset_${r2.toFixed(2)}_size_100.csv`;
+
+    return (
+        <Stack style={{ width: '100%', height: '100%' }}>
+            <Text style={{
+                textAlign: 'center', paddingBottom: '0px', fontSize: '18px', fontWeight: 'bold',
+            }}
+            >
+                Please select the visualization that appears to have a larger correlation.
+            </Text>
+            <Center>
+                <Group style={{ gap: '40px' }} mb="md">
+                    <Scatter r={r1} datasetName={r1DatasetName} />
+                    <Scatter r={r2} datasetName={r2DatasetName} />
+                </Group>
+            </Center>
+        </Stack>
+    );
+}