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diff --git a/README.md b/README.md
@@ -2,7 +2,7 @@
 
 ## Original Medium Post: [Link](https://medium.com/@nishantsahoo/which-movie-should-i-watch-5c83a3c0f5b1)
 
-**Top IMDb Movies as of:** 2024-10-15
+**Top IMDb Movies as of:** 2024-10-16
 
 **IMDb Top 50 Movies Page:** [Link](https://www.imdb.com/search/title/?title_type=feature&release_date=2024-01-01,2024-12-31)
 

diff --git a/data/top250/movies.csv b/data/top250/movies.csv
@@ -124,8 +124,8 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "122", "1917", "8.2", "https://www.imdb.com/title/tt8579674/"
 "123", "L.A. Confidential", "8.2", "https://www.imdb.com/title/tt0119488/"
 "124", "Ladri di biciclette", "8.3", "https://www.imdb.com/title/tt0040522/"
-"125", "Hamilton", "8.3", "https://www.imdb.com/title/tt8503618/"
-"126", "Der Untergang", "8.2", "https://www.imdb.com/title/tt0363163/"
+"125", "Der Untergang", "8.2", "https://www.imdb.com/title/tt0363163/"
+"126", "Hamilton", "8.3", "https://www.imdb.com/title/tt8503618/"
 "127", "Taxi Driver", "8.2", "https://www.imdb.com/title/tt0075314/"
 "128", "Dangal", "8.3", "https://www.imdb.com/title/tt5074352/"
 "129", "Batman Begins", "8.2", "https://www.imdb.com/title/tt0372784/"
@@ -199,8 +199,8 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "197", "Relatos salvajes", "8.1", "https://www.imdb.com/title/tt3011894/"
 "198", "The Deer Hunter", "8.1", "https://www.imdb.com/title/tt0077416/"
 "199", "Ratatouille", "8.1", "https://www.imdb.com/title/tt0382932/"
-"200", "The General", "8.1", "https://www.imdb.com/title/tt0017925/"
-"201", "Sherlock Jr.", "8.2", "https://www.imdb.com/title/tt0015324/"
+"200", "Sherlock Jr.", "8.2", "https://www.imdb.com/title/tt0015324/"
+"201", "The General", "8.1", "https://www.imdb.com/title/tt0017925/"
 "202", "Jaws", "8.1", "https://www.imdb.com/title/tt0073195/"
 "203", "How to Train Your Dragon", "8.1", "https://www.imdb.com/title/tt0892769/"
 "204", "On the Waterfront", "8.1", "https://www.imdb.com/title/tt0047296/"
@@ -223,14 +223,14 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "221", "Pirates of the Caribbean: The Curse of the Black Pearl", "8.1", "https://www.imdb.com/title/tt0325980/"
 "222", "La haine", "8.1", "https://www.imdb.com/title/tt0113247/"
 "223", "Before Sunset", "8.1", "https://www.imdb.com/title/tt0381681/"
-"224", "Jai Bhim", "8.7", "https://www.imdb.com/title/tt15097216/"
-"225", "La passion de Jeanne d&apos;Arc", "8.1", "https://www.imdb.com/title/tt0019254/"
+"224", "La passion de Jeanne d&apos;Arc", "8.1", "https://www.imdb.com/title/tt0019254/"
+"225", "Jai Bhim", "8.7", "https://www.imdb.com/title/tt15097216/"
 "226", "The Best Years of Our Lives", "8.1", "https://www.imdb.com/title/tt0036868/"
 "227", "The Exorcist", "8.1", "https://www.imdb.com/title/tt0070047/"
 "228", "Rush", "8.1", "https://www.imdb.com/title/tt1979320/"
 "229", "The Incredibles", "8", "https://www.imdb.com/title/tt0317705/"
-"230", "The Wizard of Oz", "8.1", "https://www.imdb.com/title/tt0032138/"
-"231", "Network", "8.1", "https://www.imdb.com/title/tt0074958/"
+"230", "Network", "8.1", "https://www.imdb.com/title/tt0074958/"
+"231", "The Wizard of Oz", "8.1", "https://www.imdb.com/title/tt0032138/"
 "232", "Stand by Me", "8.1", "https://www.imdb.com/title/tt0092005/"
 "233", "Hachi: A Dog&apos;s Tale", "8.1", "https://www.imdb.com/title/tt1028532/"
 "234", "The Sound of Music", "8.1", "https://www.imdb.com/title/tt0059742/"
@@ -249,4 +249,4 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "247", "It Happened One Night", "8.1", "https://www.imdb.com/title/tt0025316/"
 "248", "Gangs of Wasseypur", "8.2", "https://www.imdb.com/title/tt1954470/"
 "249", "Drishyam", "8.2", "https://www.imdb.com/title/tt4430212/"
-"250", "Andhadhun", "8.2", "https://www.imdb.com/title/tt8108198/"
+"250", "Laapataa Ladies", "8.4", "https://www.imdb.com/title/tt21626284/"
diff --git a/data/top250/movies.json b/data/top250/movies.json
@@ -745,16 +745,16 @@
   },
   {
     "Rank": "125",
-    "Movie Name": "Hamilton",
-    "IMDb Rating": "8.3",
-    "Movie Link": "https://www.imdb.com/title/tt8503618/"
-  },
-  {
-    "Rank": "126",
     "Movie Name": "Der Untergang",
     "IMDb Rating": "8.2",
     "Movie Link": "https://www.imdb.com/title/tt0363163/"
   },
+  {
+    "Rank": "126",
+    "Movie Name": "Hamilton",
+    "IMDb Rating": "8.3",
+    "Movie Link": "https://www.imdb.com/title/tt8503618/"
+  },
   {
     "Rank": "127",
     "Movie Name": "Taxi Driver",
@@ -1195,16 +1195,16 @@
   },
   {
     "Rank": "200",
-    "Movie Name": "The General",
-    "IMDb Rating": "8.1",
-    "Movie Link": "https://www.imdb.com/title/tt0017925/"
-  },
-  {
-    "Rank": "201",
     "Movie Name": "Sherlock Jr.",
     "IMDb Rating": "8.2",
     "Movie Link": "https://www.imdb.com/title/tt0015324/"
   },
+  {
+    "Rank": "201",
+    "Movie Name": "The General",
+    "IMDb Rating": "8.1",
+    "Movie Link": "https://www.imdb.com/title/tt0017925/"
+  },
   {
     "Rank": "202",
     "Movie Name": "Jaws",
@@ -1339,16 +1339,16 @@
   },
   {
     "Rank": "224",
-    "Movie Name": "Jai Bhim",
-    "IMDb Rating": "8.7",
-    "Movie Link": "https://www.imdb.com/title/tt15097216/"
-  },
-  {
-    "Rank": "225",
     "Movie Name": "La passion de Jeanne d&apos;Arc",
     "IMDb Rating": "8.1",
     "Movie Link": "https://www.imdb.com/title/tt0019254/"
   },
+  {
+    "Rank": "225",
+    "Movie Name": "Jai Bhim",
+    "IMDb Rating": "8.7",
+    "Movie Link": "https://www.imdb.com/title/tt15097216/"
+  },
   {
     "Rank": "226",
     "Movie Name": "The Best Years of Our Lives",
@@ -1375,15 +1375,15 @@
   },
   {
     "Rank": "230",
-    "Movie Name": "The Wizard of Oz",
+    "Movie Name": "Network",
     "IMDb Rating": "8.1",
-    "Movie Link": "https://www.imdb.com/title/tt0032138/"
+    "Movie Link": "https://www.imdb.com/title/tt0074958/"
   },
   {
     "Rank": "231",
-    "Movie Name": "Network",
+    "Movie Name": "The Wizard of Oz",
     "IMDb Rating": "8.1",
-    "Movie Link": "https://www.imdb.com/title/tt0074958/"
+    "Movie Link": "https://www.imdb.com/title/tt0032138/"
   },
   {
     "Rank": "232",
@@ -1495,8 +1495,8 @@
   },
   {
     "Rank": "250",
-    "Movie Name": "Andhadhun",
-    "IMDb Rating": "8.2",
-    "Movie Link": "https://www.imdb.com/title/tt8108198/"
+    "Movie Name": "Laapataa Ladies",
+    "IMDb Rating": "8.4",
+    "Movie Link": "https://www.imdb.com/title/tt21626284/"
   }
 ]
diff --git a/data/top50/movies.csv b/data/top50/movies.csv
@@ -2,7 +2,7 @@ Rank, Movie Name, IMDb Rating, Link
 
 "1", "Joker: Folie à Deux", "5.3", "https://www.imdb.com/title/tt11315808/"
 "2", "Terrifier 3", "7.1", "https://www.imdb.com/title/tt27911000/"
-"3", "The Substance", "7.8", "https://www.imdb.com/title/tt17526714/"
+"3", "The Substance", "7.7", "https://www.imdb.com/title/tt17526714/"
 "4", "Salem's Lot", "5.7", "https://www.imdb.com/title/tt10245072/"
 "5", "Beetlejuice Beetlejuice", "6.9", "https://www.imdb.com/title/tt2049403/"
 "6", "It's What's Inside", "6.6", "https://www.imdb.com/title/tt14577874/"
@@ -19,8 +19,8 @@ Rank, Movie Name, IMDb Rating, Link
 "17", "Inside Out 2", "7.6", "https://www.imdb.com/title/tt22022452/"
 "18", "Blink Twice", "6.5", "https://www.imdb.com/title/tt14858658/"
 "19", "A Complete Unknown", "0", "https://www.imdb.com/title/tt11563598/"
-"20", "Babygirl", "6.3", "https://www.imdb.com/title/tt30057084/"
-"21", "We Live in Time", "7.5", "https://www.imdb.com/title/tt27131358/"
+"20", "Babygirl", "6", "https://www.imdb.com/title/tt30057084/"
+"21", "We Live in Time", "7.4", "https://www.imdb.com/title/tt27131358/"
 "22", "V/H/S/Beyond", "6", "https://www.imdb.com/title/tt32880932/"
 "23", "Killer Heat", "5.6", "https://www.imdb.com/title/tt27419292/"
 "24", "Transformers One", "7.8", "https://www.imdb.com/title/tt8864596/"
@@ -35,7 +35,7 @@ Rank, Movie Name, IMDb Rating, Link
 "33", "Nosferatu", "0", "https://www.imdb.com/title/tt5040012/"
 "34", "Strul", "6.1", "https://www.imdb.com/title/tt30217143/"
 "35", "Gladiator II", "0", "https://www.imdb.com/title/tt9218128/"
-"36", "Conclave", "8.4", "https://www.imdb.com/title/tt20215234/"
+"36", "Conclave", "7.4", "https://www.imdb.com/title/tt20215234/"
 "37", "Smile 2", "0", "https://www.imdb.com/title/tt29268110/"
 "38", "Civil War", "7", "https://www.imdb.com/title/tt17279496/"
 "39", "Bad Boys: Ride or Die", "6.6", "https://www.imdb.com/title/tt4919268/"

diff --git a/data/top50/movies.json b/data/top50/movies.json
@@ -14,7 +14,7 @@
   {
     "Rank": "3",
     "Movie Name": "The Substance",
-    "IMDb Rating": "7.8",
+    "IMDb Rating": "7.7",
     "Link": "https://www.imdb.com/title/tt17526714/"
   },
   {
@@ -116,13 +116,13 @@
   {
     "Rank": "20",
     "Movie Name": "Babygirl",
-    "IMDb Rating": "6.3",
+    "IMDb Rating": "6",
     "Link": "https://www.imdb.com/title/tt30057084/"
   },
   {
     "Rank": "21",
     "Movie Name": "We Live in Time",
-    "IMDb Rating": "7.5",
+    "IMDb Rating": "7.4",
     "Link": "https://www.imdb.com/title/tt27131358/"
   },
   {
@@ -212,7 +212,7 @@
   {
     "Rank": "36",
     "Movie Name": "Conclave",
-    "IMDb Rating": "8.4",
+    "IMDb Rating": "7.4",
     "Link": "https://www.imdb.com/title/tt20215234/"
   },
   {

diff --git a/data/top50/shows.csv b/data/top50/shows.csv
@@ -5,16 +5,16 @@ Rank, Show Name, IMDb Rating, Link
 "3", "Teacup", "6.9", "https://www.imdb.com/title/tt27031263/"
 "4", "High Potential", "7.8", "https://www.imdb.com/title/tt26748649/"
 "5", "Bad Monkey", "7.4", "https://www.imdb.com/title/tt15203646/"
-"6", "Doctor Odyssey", "5.6", "https://www.imdb.com/title/tt31849826/"
+"6", "Doctor Odyssey", "5.7", "https://www.imdb.com/title/tt31849826/"
 "7", "The Franchise", "6.1", "https://www.imdb.com/title/tt21614420/"
 "8", "Kaos", "7.5", "https://www.imdb.com/title/tt8550732/"
 "9", "Dandadan", "8.6", "https://www.imdb.com/title/tt30217403/"
 "10", "Ludwig", "8.3", "https://www.imdb.com/title/tt27846061/"
 "11", "Shogun", "8.6", "https://www.imdb.com/title/tt2788316/"
-"12", "Murder in a Small Town", "6.8", "https://www.imdb.com/title/tt12408718/"
+"12", "Murder in a Small Town", "6.7", "https://www.imdb.com/title/tt12408718/"
 "13", "Citadel: Diana", "5.8", "https://www.imdb.com/title/tt22754212/"
 "14", "Matlock", "7.6", "https://www.imdb.com/title/tt26591147/"
-"15", "Tomb Raider: The Legend of Lara Croft", "5.7", "https://www.imdb.com/title/tt13930822/"
+"15", "Tomb Raider: The Legend of Lara Croft", "5.5", "https://www.imdb.com/title/tt13930822/"
 "16", "Fallout", "8.4", "https://www.imdb.com/title/tt12637874/"
 "17", "Brilliant Minds", "6.8", "https://www.imdb.com/title/tt26448526/"
 "18", "American Sports Story", "7", "https://www.imdb.com/title/tt15232542/"
@@ -26,20 +26,20 @@ Rank, Show Name, IMDb Rating, Link
 "24", "Dark Matter", "7.7", "https://www.imdb.com/title/tt19231492/"
 "25", "Tracker", "7", "https://www.imdb.com/title/tt13875494/"
 "26", "3 Body Problem", "7.5", "https://www.imdb.com/title/tt13016388/"
-"27", "Doragon Bôru Daima", "8.8", "https://www.imdb.com/title/tt29485149/"
+"27", "Doragon Bôru Daima", "8.7", "https://www.imdb.com/title/tt29485149/"
 "28", "Moonflower Murders", "7.5", "https://www.imdb.com/title/tt26314987/"
 "29", "Twilight of the Gods", "7.4", "https://www.imdb.com/title/tt10625492/"
 "30", "Rivals", "0", "https://www.imdb.com/title/tt21906238/"
 "31", "Eom-ma Chin-gu A-deul", "7.8", "https://www.imdb.com/title/tt30446769/"
-"32", "The Hardacres", "6.7", "https://www.imdb.com/title/tt28489780/"
-"33", "Curfew", "4.1", "https://www.imdb.com/title/tt30242198/"
+"32", "The Hardacres", "6.9", "https://www.imdb.com/title/tt28489780/"
+"33", "Curfew", "4.2", "https://www.imdb.com/title/tt30242198/"
 "34", "Paris Has Fallen", "6.5", "https://www.imdb.com/title/tt33184638/"
 "35", "Georgie and Mandy's First Marriage", "0", "https://www.imdb.com/title/tt31589662/"
 "36", "Those About to Die", "6.6", "https://www.imdb.com/title/tt10569934/"
 "37", "Before", "0", "https://www.imdb.com/title/tt13332622/"
 "38", "Where's Wanda?", "5.5", "https://www.imdb.com/title/tt29011445/"
 "39", "The Acolyte", "4.1", "https://www.imdb.com/title/tt12262202/"
-"40", "NCIS: Origins", "0", "https://www.imdb.com/title/tt30796986/"
+"40", "NCIS: Origins", "7.6", "https://www.imdb.com/title/tt30796986/"
 "41", "Mr. McMahon", "7.8", "https://www.imdb.com/title/tt33301469/"
 "42", "Elsbeth", "7.6", "https://www.imdb.com/title/tt26591110/"
 "43", "The Walking Dead: The Ones Who Live", "7.9", "https://www.imdb.com/title/tt9859436/"

diff --git a/data/top50/shows.json b/data/top50/shows.json
@@ -32,7 +32,7 @@
   {
     "Rank": "6",
     "Show Name": "Doctor Odyssey",
-    "IMDb Rating": "5.6",
+    "IMDb Rating": "5.7",
     "Link": "https://www.imdb.com/title/tt31849826/"
   },
   {
@@ -68,7 +68,7 @@
   {
     "Rank": "12",
     "Show Name": "Murder in a Small Town",
-    "IMDb Rating": "6.8",
+    "IMDb Rating": "6.7",
     "Link": "https://www.imdb.com/title/tt12408718/"
   },
   {
@@ -86,7 +86,7 @@
   {
     "Rank": "15",
     "Show Name": "Tomb Raider: The Legend of Lara Croft",
-    "IMDb Rating": "5.7",
+    "IMDb Rating": "5.5",
     "Link": "https://www.imdb.com/title/tt13930822/"
   },
   {
@@ -158,7 +158,7 @@
   {
     "Rank": "27",
     "Show Name": "Doragon Bôru Daima",
-    "IMDb Rating": "8.8",
+    "IMDb Rating": "8.7",
     "Link": "https://www.imdb.com/title/tt29485149/"
   },
   {
@@ -188,13 +188,13 @@
   {
     "Rank": "32",
     "Show Name": "The Hardacres",
-    "IMDb Rating": "6.7",
+    "IMDb Rating": "6.9",
     "Link": "https://www.imdb.com/title/tt28489780/"
   },
   {
     "Rank": "33",
     "Show Name": "Curfew",
-    "IMDb Rating": "4.1",
+    "IMDb Rating": "4.2",
     "Link": "https://www.imdb.com/title/tt30242198/"
   },
   {
@@ -236,7 +236,7 @@
   {
     "Rank": "40",
     "Show Name": "NCIS: Origins",
-    "IMDb Rating": "0",
+    "IMDb Rating": "7.6",
     "Link": "https://www.imdb.com/title/tt30796986/"
   },
   {