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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:** 2024-11-24
+**Top IMDb Movies as of:** 2024-11-25
 
 **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/popular/movies.csv b/data/popular/movies.csv
@@ -25,7 +25,7 @@ Rank, Movie Name, IMDb Rating, Link
 "23", "Apocalypse Z: El principio del fin", "6.1", "https://www.imdb.com/title/tt27599851/"
 "24", "Woman of the Hour", "6.6", "https://www.imdb.com/title/tt7737800/"
 "25", "Joker: Folie à Deux", "5.2", "https://www.imdb.com/title/tt11315808/"
-"26", "Saturday Night", "7.2", "https://www.imdb.com/title/tt27657135/"
+"26", "Saturday Night", "7.1", "https://www.imdb.com/title/tt27657135/"
 "27", "Trap", "5.9", "https://www.imdb.com/title/tt26753003/"
 "28", "The Apprentice", "7.1", "https://www.imdb.com/title/tt8368368/"
 "29", "The Best Christmas Pageant Ever", "7.4", "https://www.imdb.com/title/tt2347285/"
@@ -48,13 +48,13 @@ Rank, Movie Name, IMDb Rating, Link
 "46", "Monster Summer", "5.7", "https://www.imdb.com/title/tt3954936/"
 "47", "The Buckingham Murders", "6", "https://www.imdb.com/title/tt15245240/"
 "48", "It Ends with Us", "6.5", "https://www.imdb.com/title/tt10655524/"
-"49", "Le Comte de Monte-Cristo", "7.8", "https://www.imdb.com/title/tt26446278/"
+"49", "Le Comte de Monte-Cristo", "7.7", "https://www.imdb.com/title/tt26446278/"
 "50", "Paddington in Peru", "6.8", "https://www.imdb.com/title/tt5822536/"
 "51", "Terrifier", "5.5", "https://www.imdb.com/title/tt4281724/"
 "52", "Attack on Titan the Movie: The Last Attack", "9.3", "https://www.imdb.com/title/tt33175825/"
 "53", "Meet Me Next Christmas", "5.6", "https://www.imdb.com/title/tt20502488/"
 "54", "Tiptoes", "4.2", "https://www.imdb.com/title/tt0316768/"
-"55", "Släpp taget", "6.9", "https://www.imdb.com/title/tt27410895/"
+"55", "Släpp taget", "7", "https://www.imdb.com/title/tt27410895/"
 "56", "Alita: Battle Angel", "7.3", "https://www.imdb.com/title/tt0437086/"
 "57", "The Godfather", "9.2", "https://www.imdb.com/title/tt0068646/"
 "58", "Dune: Part Two", "8.5", "https://www.imdb.com/title/tt15239678/"
@@ -77,7 +77,7 @@ Rank, Movie Name, IMDb Rating, Link
 "75", "Y2K", "0", "https://www.imdb.com/title/tt27218960/"
 "76", "Oppenheimer", "8.3", "https://www.imdb.com/title/tt15398776/"
 "77", "Bridget Jones: Mad About the Boy", "0", "https://www.imdb.com/title/tt32063050/"
-"78", "Pedro Páramo", "6.3", "https://www.imdb.com/title/tt27717667/"
+"78", "Pedro Páramo", "6.2", "https://www.imdb.com/title/tt27717667/"
 "79", "Inside Out 2", "7.6", "https://www.imdb.com/title/tt22022452/"
 "80", "X", "6.5", "https://www.imdb.com/title/tt13560574/"
 "81", "MaXXXine", "6.3", "https://www.imdb.com/title/tt22048412/"

diff --git a/data/popular/movies.json b/data/popular/movies.json
@@ -152,7 +152,7 @@
   {
     "Rank": "26",
     "Movie Name": "Saturday Night",
-    "IMDb Rating": "7.2",
+    "IMDb Rating": "7.1",
     "Link": "https://www.imdb.com/title/tt27657135/"
   },
   {
@@ -290,7 +290,7 @@
   {
     "Rank": "49",
     "Movie Name": "Le Comte de Monte-Cristo",
-    "IMDb Rating": "7.8",
+    "IMDb Rating": "7.7",
     "Link": "https://www.imdb.com/title/tt26446278/"
   },
   {
@@ -326,7 +326,7 @@
   {
     "Rank": "55",
     "Movie Name": "Släpp taget",
-    "IMDb Rating": "6.9",
+    "IMDb Rating": "7",
     "Link": "https://www.imdb.com/title/tt27410895/"
   },
   {
@@ -464,7 +464,7 @@
   {
     "Rank": "78",
     "Movie Name": "Pedro Páramo",
-    "IMDb Rating": "6.3",
+    "IMDb Rating": "6.2",
     "Link": "https://www.imdb.com/title/tt27717667/"
   },
   {

diff --git a/data/popular/shows.csv b/data/popular/shows.csv
@@ -1,6 +1,6 @@
 Rank, Show Name, IMDb Rating, Link
 
-"1", "The Penguin", "8.8", "https://www.imdb.com/title/tt15435876/"
+"1", "The Penguin", "8.7", "https://www.imdb.com/title/tt15435876/"
 "2", "Arcane: League of Legends", "9", "https://www.imdb.com/title/tt11126994/"
 "3", "Yellowstone", "8.7", "https://www.imdb.com/title/tt4236770/"
 "4", "The Day of the Jackal", "8.1", "https://www.imdb.com/title/tt24053860/"
@@ -26,7 +26,7 @@ Rank, Show Name, IMDb Rating, Link
 "24", "Lost", "8.3", "https://www.imdb.com/title/tt0411008/"
 "25", "Dexter", "8.6", "https://www.imdb.com/title/tt0773262/"
 "26", "Grey&apos;s Anatomy", "7.6", "https://www.imdb.com/title/tt0413573/"
-"27", "St. Denis Medical", "6.9", "https://www.imdb.com/title/tt21433690/"
+"27", "St. Denis Medical", "6.8", "https://www.imdb.com/title/tt21433690/"
 "28", "Only Murders in the Building", "8.1", "https://www.imdb.com/title/tt11691774/"
 "29", "Monsters", "7.8", "https://www.imdb.com/title/tt13207736/"
 "30", "The Sopranos", "9.2", "https://www.imdb.com/title/tt0141842/"
@@ -48,7 +48,7 @@ Rank, Show Name, IMDb Rating, Link
 "46", "Prison Break", "8.3", "https://www.imdb.com/title/tt0455275/"
 "47", "Dandadan", "8.7", "https://www.imdb.com/title/tt30217403/"
 "48", "The Lord of the Rings: The Rings of Power", "6.9", "https://www.imdb.com/title/tt7631058/"
-"49", "Citadel: Honey Bunny", "6.3", "https://www.imdb.com/title/tt27111295/"
+"49", "Citadel: Honey Bunny", "6.2", "https://www.imdb.com/title/tt27111295/"
 "50", "Doctor Odyssey", "5.8", "https://www.imdb.com/title/tt31849826/"
 "51", "9-1-1", "7.9", "https://www.imdb.com/title/tt7235466/"
 "52", "Elsbeth", "7.6", "https://www.imdb.com/title/tt26591110/"

diff --git a/data/popular/shows.json b/data/popular/shows.json
@@ -2,7 +2,7 @@
   {
     "Rank": "1",
     "Show Name": "The Penguin",
-    "IMDb Rating": "8.8",
+    "IMDb Rating": "8.7",
     "Link": "https://www.imdb.com/title/tt15435876/"
   },
   {
@@ -158,7 +158,7 @@
   {
     "Rank": "27",
     "Show Name": "St. Denis Medical",
-    "IMDb Rating": "6.9",
+    "IMDb Rating": "6.8",
     "Link": "https://www.imdb.com/title/tt21433690/"
   },
   {
@@ -290,7 +290,7 @@
   {
     "Rank": "49",
     "Show Name": "Citadel: Honey Bunny",
-    "IMDb Rating": "6.3",
+    "IMDb Rating": "6.2",
     "Link": "https://www.imdb.com/title/tt27111295/"
   },
   {

diff --git a/data/top250/movies.csv b/data/top250/movies.csv
@@ -106,8 +106,8 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "104", "Double Indemnity", "8.3", "https://www.imdb.com/title/tt0036775/"
 "105", "Citizen Kane", "8.3", "https://www.imdb.com/title/tt0033467/"
 "106", "M - Eine Stadt sucht einen Mörder", "8.3", "https://www.imdb.com/title/tt0022100/"
-"107", "Vertigo", "8.3", "https://www.imdb.com/title/tt0052357/"
-"108", "Heat", "8.3", "https://www.imdb.com/title/tt0113277/"
+"107", "Heat", "8.3", "https://www.imdb.com/title/tt0113277/"
+"108", "Vertigo", "8.3", "https://www.imdb.com/title/tt0052357/"
 "109", "Full Metal Jacket", "8.2", "https://www.imdb.com/title/tt0093058/"
 "110", "Oppenheimer", "8.3", "https://www.imdb.com/title/tt15398776/"
 "111", "Up", "8.3", "https://www.imdb.com/title/tt1049413/"
@@ -125,8 +125,8 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "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", "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/"
+"126", "Taxi Driver", "8.2", "https://www.imdb.com/title/tt0075314/"
+"127", "Hamilton", "8.3", "https://www.imdb.com/title/tt8503618/"
 "128", "Dangal", "8.3", "https://www.imdb.com/title/tt5074352/"
 "129", "The Wolf of Wall Street", "8.2", "https://www.imdb.com/title/tt0993846/"
 "130", "Batman Begins", "8.2", "https://www.imdb.com/title/tt0372784/"
@@ -155,8 +155,8 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "153", "The Wild Robot", "8.3", "https://www.imdb.com/title/tt29623480/"
 "154", "Yôjinbô", "8.2", "https://www.imdb.com/title/tt0055630/"
 "155", "Prisoners", "8.2", "https://www.imdb.com/title/tt1392214/"
-"156", "The Great Escape", "8.2", "https://www.imdb.com/title/tt0057115/"
-"157", "Finding Nemo", "8.2", "https://www.imdb.com/title/tt0266543/"
+"156", "Finding Nemo", "8.2", "https://www.imdb.com/title/tt0266543/"
+"157", "The Great Escape", "8.2", "https://www.imdb.com/title/tt0057115/"
 "158", "Monty Python and the Holy Grail", "8.2", "https://www.imdb.com/title/tt0071853/"
 "159", "Hauru no ugoku shiro", "8.2", "https://www.imdb.com/title/tt0347149/"
 "160", "The Elephant Man", "8.2", "https://www.imdb.com/title/tt0080678/"
@@ -229,11 +229,11 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "227", "The Best Years of Our Lives", "8.1", "https://www.imdb.com/title/tt0036868/"
 "228", "The Exorcist", "8.1", "https://www.imdb.com/title/tt0070047/"
 "229", "Rush", "8.1", "https://www.imdb.com/title/tt1979320/"
-"230", "The Incredibles", "8", "https://www.imdb.com/title/tt0317705/"
-"231", "The Wizard of Oz", "8.1", "https://www.imdb.com/title/tt0032138/"
+"230", "The Wizard of Oz", "8.1", "https://www.imdb.com/title/tt0032138/"
+"231", "The Incredibles", "8", "https://www.imdb.com/title/tt0317705/"
 "232", "Network", "8.1", "https://www.imdb.com/title/tt0074958/"
-"233", "Un condamné à mort s&apos;est échappé ou Le vent souffle où il veut", "8.2", "https://www.imdb.com/title/tt0049902/"
-"234", "Stand by Me", "8.1", "https://www.imdb.com/title/tt0092005/"
+"233", "Stand by Me", "8.1", "https://www.imdb.com/title/tt0092005/"
+"234", "Un condamné à mort s&apos;est échappé ou Le vent souffle où il veut", "8.2", "https://www.imdb.com/title/tt0049902/"
 "235", "Hachi: A Dog&apos;s Tale", "8.1", "https://www.imdb.com/title/tt1028532/"
 "236", "The Sound of Music", "8.1", "https://www.imdb.com/title/tt0059742/"
 "237", "Babam ve Oglum", "8.2", "https://www.imdb.com/title/tt0476735/"
@@ -249,4 +249,4 @@ Rank, Movie Name, IMDb Rating, Movie Link
 "247", "The Help", "8.1", "https://www.imdb.com/title/tt1454029/"
 "248", "Cool Hand Luke", "8", "https://www.imdb.com/title/tt0061512/"
 "249", "Koe no katachi", "8.1", "https://www.imdb.com/title/tt5323662/"
-"250", "Gekijôban Kimetsu no yaiba: Mugen Ressha hen", "8.2", "https://www.imdb.com/title/tt11032374/"
+"250", "Paris, Texas", "8.1", "https://www.imdb.com/title/tt0087884/"
diff --git a/data/top250/movies.json b/data/top250/movies.json
@@ -637,15 +637,15 @@
   },
   {
     "Rank": "107",
-    "Movie Name": "Vertigo",
+    "Movie Name": "Heat",
     "IMDb Rating": "8.3",
-    "Movie Link": "https://www.imdb.com/title/tt0052357/"
+    "Movie Link": "https://www.imdb.com/title/tt0113277/"
   },
   {
     "Rank": "108",
-    "Movie Name": "Heat",
+    "Movie Name": "Vertigo",
     "IMDb Rating": "8.3",
-    "Movie Link": "https://www.imdb.com/title/tt0113277/"
+    "Movie Link": "https://www.imdb.com/title/tt0052357/"
   },
   {
     "Rank": "109",
@@ -751,16 +751,16 @@
   },
   {
     "Rank": "126",
-    "Movie Name": "Hamilton",
-    "IMDb Rating": "8.3",
-    "Movie Link": "https://www.imdb.com/title/tt8503618/"
-  },
-  {
-    "Rank": "127",
     "Movie Name": "Taxi Driver",
     "IMDb Rating": "8.2",
     "Movie Link": "https://www.imdb.com/title/tt0075314/"
   },
+  {
+    "Rank": "127",
+    "Movie Name": "Hamilton",
+    "IMDb Rating": "8.3",
+    "Movie Link": "https://www.imdb.com/title/tt8503618/"
+  },
   {
     "Rank": "128",
     "Movie Name": "Dangal",
@@ -931,15 +931,15 @@
   },
   {
     "Rank": "156",
-    "Movie Name": "The Great Escape",
+    "Movie Name": "Finding Nemo",
     "IMDb Rating": "8.2",
-    "Movie Link": "https://www.imdb.com/title/tt0057115/"
+    "Movie Link": "https://www.imdb.com/title/tt0266543/"
   },
   {
     "Rank": "157",
-    "Movie Name": "Finding Nemo",
+    "Movie Name": "The Great Escape",
     "IMDb Rating": "8.2",
-    "Movie Link": "https://www.imdb.com/title/tt0266543/"
+    "Movie Link": "https://www.imdb.com/title/tt0057115/"
   },
   {
     "Rank": "158",
@@ -1375,16 +1375,16 @@
   },
   {
     "Rank": "230",
-    "Movie Name": "The Incredibles",
-    "IMDb Rating": "8",
-    "Movie Link": "https://www.imdb.com/title/tt0317705/"
-  },
-  {
-    "Rank": "231",
     "Movie Name": "The Wizard of Oz",
     "IMDb Rating": "8.1",
     "Movie Link": "https://www.imdb.com/title/tt0032138/"
   },
+  {
+    "Rank": "231",
+    "Movie Name": "The Incredibles",
+    "IMDb Rating": "8",
+    "Movie Link": "https://www.imdb.com/title/tt0317705/"
+  },
   {
     "Rank": "232",
     "Movie Name": "Network",
@@ -1393,16 +1393,16 @@
   },
   {
     "Rank": "233",
-    "Movie Name": "Un condamné à mort s&apos;est échappé ou Le vent souffle où il veut",
-    "IMDb Rating": "8.2",
-    "Movie Link": "https://www.imdb.com/title/tt0049902/"
-  },
-  {
-    "Rank": "234",
     "Movie Name": "Stand by Me",
     "IMDb Rating": "8.1",
     "Movie Link": "https://www.imdb.com/title/tt0092005/"
   },
+  {
+    "Rank": "234",
+    "Movie Name": "Un condamné à mort s&apos;est échappé ou Le vent souffle où il veut",
+    "IMDb Rating": "8.2",
+    "Movie Link": "https://www.imdb.com/title/tt0049902/"
+  },
   {
     "Rank": "235",
     "Movie Name": "Hachi: A Dog&apos;s Tale",
@@ -1495,8 +1495,8 @@
   },
   {
     "Rank": "250",
-    "Movie Name": "Gekijôban Kimetsu no yaiba: Mugen Ressha hen",
-    "IMDb Rating": "8.2",
-    "Movie Link": "https://www.imdb.com/title/tt11032374/"
+    "Movie Name": "Paris, Texas",
+    "IMDb Rating": "8.1",
+    "Movie Link": "https://www.imdb.com/title/tt0087884/"
   }
 ]