diff --git a/dist/_30s.es5.js b/dist/_30s.es5.js
index 26030e052..8cc1001db 100644
--- a/dist/_30s.es5.js
+++ b/dist/_30s.es5.js
@@ -621,8 +621,8 @@
   };
   var differenceBy = function differenceBy(a, b, fn) {
     var s = new Set(b.map(fn));
-    return a.filter(function (x) {
-      return !s.has(fn(x));
+    return a.map(fn).filter(function (el) {
+      return !s.has(el);
     });
   };
   var differenceWith = function differenceWith(arr, val, comp) {
diff --git a/dist/_30s.es5.min.js b/dist/_30s.es5.min.js
index 3e0a95d6e..00b8d5c00 100644
--- a/dist/_30s.es5.min.js
+++ b/dist/_30s.es5.min.js
@@ -1 +1 @@
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diff --git a/dist/_30s.esm.js b/dist/_30s.esm.js
index 9ae821095..40acf50c8 100644
--- a/dist/_30s.esm.js
+++ b/dist/_30s.esm.js
@@ -257,7 +257,7 @@ const difference = (a, b) => {
 };
 const differenceBy = (a, b, fn) => {
   const s = new Set(b.map(fn));
-  return a.filter(x => !s.has(fn(x)));
+  return a.map(fn).filter(el => !s.has(el));
 };
 const differenceWith = (arr, val, comp) => arr.filter(a => val.findIndex(b => comp(a, b)) === -1);
 const dig = (obj, target) =>
@@ -338,8 +338,8 @@ const extendHex = shortHex =>
 const factorial = n =>
   n < 0
     ? (() => {
-      throw new TypeError('Negative numbers are not allowed!');
-    })()
+        throw new TypeError('Negative numbers are not allowed!');
+      })()
     : n <= 1
       ? 1
       : n * factorial(n - 1);
@@ -985,9 +985,9 @@ const reject = (pred, array) => array.filter((...args) => !pred(...args));
 const remove = (arr, func) =>
   Array.isArray(arr)
     ? arr.filter(func).reduce((acc, val) => {
-      arr.splice(arr.indexOf(val), 1);
-      return acc.concat(val);
-    }, [])
+        arr.splice(arr.indexOf(val), 1);
+        return acc.concat(val);
+      }, [])
     : [];
 const removeNonASCII = str => str.replace(/[^\x20-\x7E]/g, '');
 const renameKeys = (keysMap, obj) =>
diff --git a/dist/_30s.js b/dist/_30s.js
index 29a1b3bad..a41ba2528 100644
--- a/dist/_30s.js
+++ b/dist/_30s.js
@@ -263,7 +263,7 @@
   };
   const differenceBy = (a, b, fn) => {
     const s = new Set(b.map(fn));
-    return a.filter(x => !s.has(fn(x)));
+    return a.map(fn).filter(el => !s.has(el));
   };
   const differenceWith = (arr, val, comp) => arr.filter(a => val.findIndex(b => comp(a, b)) === -1);
   const dig = (obj, target) =>
@@ -344,8 +344,8 @@
   const factorial = n =>
     n < 0
       ? (() => {
-        throw new TypeError('Negative numbers are not allowed!');
-      })()
+          throw new TypeError('Negative numbers are not allowed!');
+        })()
       : n <= 1
         ? 1
         : n * factorial(n - 1);
@@ -991,9 +991,9 @@
   const remove = (arr, func) =>
     Array.isArray(arr)
       ? arr.filter(func).reduce((acc, val) => {
-        arr.splice(arr.indexOf(val), 1);
-        return acc.concat(val);
-      }, [])
+          arr.splice(arr.indexOf(val), 1);
+          return acc.concat(val);
+        }, [])
       : [];
   const removeNonASCII = str => str.replace(/[^\x20-\x7E]/g, '');
   const renameKeys = (keysMap, obj) =>
diff --git a/snippet_data/snippetList.json b/snippet_data/snippetList.json
index b70a0aa5a..7a5cb02d6 100644
--- a/snippet_data/snippetList.json
+++ b/snippet_data/snippetList.json
@@ -911,7 +911,7 @@
         "archived": false
       },
       "meta": {
-        "hash": "92abc752f5d3a659467e3dde7a3890000f4b72d1fdfd66086092494b688506ae"
+        "hash": "01f5f57c5b2663808e733b98e13dfd47d501ab010e681dd49219548816d1a3d0"
       }
     },
     {
@@ -1162,7 +1162,7 @@
         "archived": false
       },
       "meta": {
-        "hash": "383ed61e69b8f63ae42d0746a1995057f4f65b4af6ca7778d8f1771144802acd"
+        "hash": "319e1a8fb41490965ee6e28db3e139e65c4ea5b7f43e332bc7216cd790e5d409"
       }
     },
     {
@@ -3391,7 +3391,7 @@
         "archived": false
       },
       "meta": {
-        "hash": "4815876fd6dbb17ad34c0d8918e7a72d837104f9beee7dc51b0fa73057b9e83e"
+        "hash": "dcdf66e8d0eb4a1761c6b767b8cc350757087ae817ec371436faab0fff7c0051"
       }
     },
     {
@@ -3763,7 +3763,7 @@
         "archived": false
       },
       "meta": {
-        "hash": "ec9cb9384817f84cf0bacd62a23b69b2304fa2cf0352b16d3950b21d48c04f11"
+        "hash": "2fd54c9fc1fb5b0a981df69501b518d5830ea77544d4d5290c7cc13745ca00ea"
       }
     },
     {
diff --git a/snippet_data/snippets.json b/snippet_data/snippets.json
index cbdcfdaec..cb7accd99 100644
--- a/snippet_data/snippets.json
+++ b/snippet_data/snippets.json
@@ -1331,11 +1331,11 @@
       "type": "snippet",
       "attributes": {
         "fileName": "differenceBy.md",
-        "text": "Returns the difference between two arrays, after applying the provided function to each array element of both.\n\nCreate a `Set` by applying `fn` to each element in `b`, then use `Array.prototype.filter()` in combination with `fn` on `a` to only keep values not contained in the previously created set.",
+        "text": "Returns the difference between two arrays, after applying the provided function to each array element of both.\n\nCreate a `Set` by applying `fn` to each element in `b`, then use `Array.prototype.map()` to apply `fn` to each element in `a`, then `Array.prototype.filter()`",
         "codeBlocks": {
-          "es6": "const differenceBy = (a, b, fn) => {\n  const s = new Set(b.map(fn));\n  return a.filter(x => !s.has(fn(x)));\n};",
-          "es5": "var differenceBy = function differenceBy(a, b, fn) {\n  var s = new Set(b.map(fn));\n  return a.filter(function (x) {\n    return !s.has(fn(x));\n  });\n};",
-          "example": "differenceBy([2.1, 1.2], [2.3, 3.4], Math.floor); // [1.2]\ndifferenceBy([{ x: 2 }, { x: 1 }], [{ x: 1 }], v => v.x); // [ { x: 2 } ]"
+          "es6": "const differenceBy = (a, b, fn) => {\n  const s = new Set(b.map(fn));\n  return a.map(fn).filter(el => !s.has(el));\n};",
+          "es5": "var differenceBy = function differenceBy(a, b, fn) {\n  var s = new Set(b.map(fn));\n  return a.map(fn).filter(function (el) {\n    return !s.has(el);\n  });\n};",
+          "example": "differenceBy([2.1, 1.2], [2.3, 3.4], Math.floor); // [1]\ndifferenceBy([{ x: 2 }, { x: 1 }], [{ x: 1 }], v => v.x); // [2]"
         },
         "tags": [
           "array",
@@ -1345,7 +1345,7 @@
       },
       "meta": {
         "archived": false,
-        "hash": "92abc752f5d3a659467e3dde7a3890000f4b72d1fdfd66086092494b688506ae"
+        "hash": "01f5f57c5b2663808e733b98e13dfd47d501ab010e681dd49219548816d1a3d0"
       }
     },
     {
@@ -1703,7 +1703,7 @@
         "fileName": "factorial.md",
         "text": "Calculates the factorial of a number.\n\nUse recursion.\nIf `n` is less than or equal to `1`, return `1`.\nOtherwise, return the product of `n` and the factorial of `n - 1`.\nThrows an exception if `n` is a negative number.",
         "codeBlocks": {
-          "es6": "const factorial = n =>\n  n < 0\n    ? (() => {\n      throw new TypeError('Negative numbers are not allowed!');\n    })()\n    : n <= 1\n      ? 1\n      : n * factorial(n - 1);",
+          "es6": "const factorial = n =>\n  n < 0\n    ? (() => {\n        throw new TypeError('Negative numbers are not allowed!');\n      })()\n    : n <= 1\n      ? 1\n      : n * factorial(n - 1);",
           "es5": "var factorial = function factorial(n) {\n  return n < 0 ? function () {\n    throw new TypeError('Negative numbers are not allowed!');\n  }() : n <= 1 ? 1 : n * factorial(n - 1);\n};",
           "example": "factorial(6); // 720"
         },
@@ -1715,7 +1715,7 @@
       },
       "meta": {
         "archived": false,
-        "hash": "383ed61e69b8f63ae42d0746a1995057f4f65b4af6ca7778d8f1771144802acd"
+        "hash": "319e1a8fb41490965ee6e28db3e139e65c4ea5b7f43e332bc7216cd790e5d409"
       }
     },
     {
@@ -4983,7 +4983,7 @@
         "codeBlocks": {
           "es6": "const pipeAsyncFunctions = (...fns) => arg => fns.reduce((p, f) => p.then(f), Promise.resolve(arg));",
           "es5": "var pipeAsyncFunctions = function pipeAsyncFunctions() {\n  for (var _len = arguments.length, fns = new Array(_len), _key = 0; _key < _len; _key++) {\n    fns[_key] = arguments[_key];\n  }\n\n  return function (arg) {\n    return fns.reduce(function (p, f) {\n      return p.then(f);\n    }, Promise.resolve(arg));\n  };\n};",
-          "example": "const sum = pipeAsyncFunctions(\n  x => x + 1,\n  x => new Promise(resolve => setTimeout(() => resolve(x + 2), 1000)),\n  x => x + 3,\n  async x => (await x) + 4\n);\n(async() => {\n  console.log(await sum(5)); // 15 (after one second)\n})();"
+          "example": "const sum = pipeAsyncFunctions(\n  x => x + 1,\n  x => new Promise(resolve => setTimeout(() => resolve(x + 2), 1000)),\n  x => x + 3,\n  async x => (await x) + 4\n);\n(async () => {\n  console.log(await sum(5)); // 15 (after one second)\n})();"
         },
         "tags": [
           "adapter",
@@ -4994,7 +4994,7 @@
       },
       "meta": {
         "archived": false,
-        "hash": "4815876fd6dbb17ad34c0d8918e7a72d837104f9beee7dc51b0fa73057b9e83e"
+        "hash": "dcdf66e8d0eb4a1761c6b767b8cc350757087ae817ec371436faab0fff7c0051"
       }
     },
     {
@@ -5530,7 +5530,7 @@
         "fileName": "remove.md",
         "text": "Removes elements from an array for which the given function returns `false`.\n\nUse `Array.prototype.filter()` to find array elements that return truthy values and `Array.prototype.reduce()` to remove elements using `Array.prototype.splice()`.\nThe `func` is invoked with three arguments (`value, index, array`).",
         "codeBlocks": {
-          "es6": "const remove = (arr, func) =>\n  Array.isArray(arr)\n    ? arr.filter(func).reduce((acc, val) => {\n      arr.splice(arr.indexOf(val), 1);\n      return acc.concat(val);\n    }, [])\n    : [];",
+          "es6": "const remove = (arr, func) =>\n  Array.isArray(arr)\n    ? arr.filter(func).reduce((acc, val) => {\n        arr.splice(arr.indexOf(val), 1);\n        return acc.concat(val);\n      }, [])\n    : [];",
           "es5": "var remove = function remove(arr, func) {\n  return Array.isArray(arr) ? arr.filter(func).reduce(function (acc, val) {\n    arr.splice(arr.indexOf(val), 1);\n    return acc.concat(val);\n  }, []) : [];\n};",
           "example": "remove([1, 2, 3, 4], n => n % 2 === 0); // [2, 4]"
         },
@@ -5541,7 +5541,7 @@
       },
       "meta": {
         "archived": false,
-        "hash": "ec9cb9384817f84cf0bacd62a23b69b2304fa2cf0352b16d3950b21d48c04f11"
+        "hash": "2fd54c9fc1fb5b0a981df69501b518d5830ea77544d4d5290c7cc13745ca00ea"
       }
     },
     {
diff --git a/vscode_snippets/snippets.json b/vscode_snippets/snippets.json
index e248970f9..b3c3b3250 100644
--- a/vscode_snippets/snippets.json
+++ b/vscode_snippets/snippets.json
@@ -595,10 +595,10 @@
     "body": [
       "const differenceBy = (a, b, fn) => {",
       "  const s = new Set(b.map(fn));",
-      "  return a.filter(x => !s.has(fn(x)));",
+      "  return a.map(fn).filter(el => !s.has(el));",
       "};"
     ],
-    "description": "Returns the difference between two arrays, after applying the provided function to each array element of both.\n\nCreate a `Set` by applying `fn` to each element in `b`, then use `Array.prototype.filter()` in combination with `fn` on `a` to only keep values not contained in the previously created set"
+    "description": "Returns the difference between two arrays, after applying the provided function to each array element of both.\n\nCreate a `Set` by applying `fn` to each element in `b`, then use `Array.prototype.map()` to apply `fn` to each element in `a`, then `Array.prototype.filter()"
   },
   "differenceWith": {
     "prefix": "30s_differenceWith",
@@ -778,8 +778,8 @@
       "const factorial = n =>",
       "  n < 0",
       "    ? (() => {",
-      "      throw new TypeError('Negative numbers are not allowed!');",
-      "    })()",
+      "        throw new TypeError('Negative numbers are not allowed!');",
+      "      })()",
       "    : n <= 1",
       "      ? 1",
       "      : n * factorial(n - 1);"
@@ -2490,9 +2490,9 @@
       "const remove = (arr, func) =>",
       "  Array.isArray(arr)",
       "    ? arr.filter(func).reduce((acc, val) => {",
-      "      arr.splice(arr.indexOf(val), 1);",
-      "      return acc.concat(val);",
-      "    }, [])",
+      "        arr.splice(arr.indexOf(val), 1);",
+      "        return acc.concat(val);",
+      "      }, [])",
       "    : [];"
     ],
     "description": "Removes elements from an array for which the given function returns `false`.\n\nUse `Array.prototype.filter()` to find array elements that return truthy values and `Array.prototype.reduce()` to remove elements using `Array.prototype.splice()`.\nThe `func` is invoked with three arguments (`value, index, array`)"