diff --git a/snippets/decapitalize.md b/snippets/decapitalize.md
index 21d02f013..c68a93d6b 100644
--- a/snippets/decapitalize.md
+++ b/snippets/decapitalize.md
@@ -5,12 +5,13 @@ tags: string,intermediate
 
 Decapitalizes the first letter of a string.
 
-- Decapitalize the first letter of the string and then add it with rest of the string.
+- Use list slicing and `str.lower()` to decapitalize the first letter of the string.
+- Use `str.join()` to combine the lowercase first letter with the rest of the characters.
 - Omit the `upper_rest` parameter to keep the rest of the string intact, or set it to `True` to convert to uppercase.
 
 ```py
-def decapitalize(s, upper_rest=False):
-  return s[:1].lower() + (s[1:].upper() if upper_rest else s[1:])
+def decapitalize(s, upper_rest = False):
+  return ''.join([s[:1].lower(), (s[1:].upper() if upper_rest else s[1:])])
 ```
 
 ```py
diff --git a/snippets/deep_flatten.md b/snippets/deep_flatten.md
index 8d489ae02..349c1830d 100644
--- a/snippets/deep_flatten.md
+++ b/snippets/deep_flatten.md
@@ -7,15 +7,14 @@ Deep flattens a list.
 
 - Use recursion.
 - Use `isinstance()` with `collections.abc.Iterable` to check if an element is iterable.
-- If it is, apply `deep_flatten()` recursively, otherwise return `[lst]`.
+- If it is iterable, apply `deep_flatten()` recursively, otherwise return `[lst]`.
 
 ```py
-from collections.abc import Iterable
-
-def deep_flatten(lst): 
-  return [a for i in lst for a in deep_flatten(i)] if isinstance(lst, Iterable) else [lst]
+def deep_flatten(lst):
+  return ([a for i in lst for a in
+          deep_flatten(i)] if isinstance(lst, Iterable) else [lst])
 ```
 
 ```py
-deep_flatten([1, [2], [[3], 4], 5]) # [1,2,3,4,5]
+deep_flatten([1, [2], [[3], 4], 5]) # [1, 2, 3, 4, 5]
 ```
diff --git a/snippets/degrees_to_rads.md b/snippets/degrees_to_rads.md
index 816988baf..5426d459f 100644
--- a/snippets/degrees_to_rads.md
+++ b/snippets/degrees_to_rads.md
@@ -15,5 +15,5 @@ def degrees_to_rads(deg):
 ```
 
 ```py
-degrees_to_rads(180) # 3.141592653589793
+degrees_to_rads(180) # ~3.1416
 ```
diff --git a/snippets/delay.md b/snippets/delay.md
index 7494c528f..70f4f3b7b 100644
--- a/snippets/delay.md
+++ b/snippets/delay.md
@@ -16,9 +16,5 @@ def delay(fn, ms, *args):
 ```
 
 ```py
-delay(
-  lambda x: print(x),
-  1000,
-  'later'
-) # prints 'later' after one second
+delay(lambda x: print(x), 1000, 'later') # prints 'later' after one second
 ```
diff --git a/snippets/dict_to_list.md b/snippets/dict_to_list.md
index fedc005e0..5b13d7365 100644
--- a/snippets/dict_to_list.md
+++ b/snippets/dict_to_list.md
@@ -14,5 +14,6 @@ def dict_to_list(d):
 
 ```py
 d = {'one': 1, 'three': 3, 'five': 5, 'two': 2, 'four': 4}
-dict_to_list(d) # [('one', 1), ('three', 3), ('five', 5), ('two', 2), ('four', 4)]
+dict_to_list(d)
+# [('one', 1), ('three', 3), ('five', 5), ('two', 2), ('four', 4)]
 ```
diff --git a/snippets/difference.md b/snippets/difference.md
index 9db4c4982..cd34674f3 100644
--- a/snippets/difference.md
+++ b/snippets/difference.md
@@ -3,9 +3,10 @@ title: difference
 tags: list,beginner
 ---
 
-Returns the difference between two iterables.
+Calculates the difference between two iterables, without filtering duplicate values.
 
-- Create a `set` from `b`, then use list comprehension on `a` to only keep values not contained in the previously created set, `_b`.
+- Create a `set` from `b`.
+- Use a list comprehension on `a` to only keep values not contained in the previously created set, `_b`.
 
 ```py
 def difference(a, b):
diff --git a/snippets/difference_by.md b/snippets/difference_by.md
index c70d1e67f..c436dd037 100644
--- a/snippets/difference_by.md
+++ b/snippets/difference_by.md
@@ -5,7 +5,8 @@ tags: list,function,intermediate
 
 Returns the difference between two lists, after applying the provided function to each list element of both.
 
-- Create a `set` by applying `fn` to each element in `b`, then use list comprehension in combination with `fn` on `a` to only keep values not contained in the previously created set, `_b`.
+- Create a `set`, using `map()` to apply `fn` to each element in `b`.
+- Use a list comprehension in combination with `fn` on `a` to only keep values not contained in the previously created set, `_b`.
 
 ```py
 def difference_by(a, b, fn):
@@ -15,6 +16,8 @@ def difference_by(a, b, fn):
 
 ```py
 from math import floor
+
 difference_by([2.1, 1.2], [2.3, 3.4], floor) # [1.2]
-difference_by([{ 'x': 2 }, { 'x': 1 }], [{ 'x': 1 }], lambda v : v['x']) # [ { x: 2 } ]
+difference_by([{ 'x': 2 }, { 'x': 1 }], [{ 'x': 1 }], lambda v : v['x'])
+# [ { x: 2 } ]
 ```
diff --git a/snippets/drop.md b/snippets/drop.md
index 523570b15..3770c4ef4 100644
--- a/snippets/drop.md
+++ b/snippets/drop.md
@@ -6,6 +6,7 @@ tags: list,beginner
 Returns a list with `n` elements removed from the left.
 
 - Use slice notation to remove the specified number of elements from the left.
+- Omit the last argument, `n`, to use a default value of `1`.
 
 ```py
 def drop(a, n = 1):
diff --git a/snippets/drop_right.md b/snippets/drop_right.md
index 357e741d9..5dd30b2cb 100644
--- a/snippets/drop_right.md
+++ b/snippets/drop_right.md
@@ -6,6 +6,7 @@ tags: list,beginner
 Returns a list with `n` elements removed from the right.
 
 - Use slice notation to remove the specified number of elements from the right.
+- Omit the last argument, `n`, to use a default value of `1`.
 
 ```py
 def drop_right(a, n = 1):
diff --git a/snippets/every.md b/snippets/every.md
index f848f5eee..48fe9f39c 100644
--- a/snippets/every.md
+++ b/snippets/every.md
@@ -1,14 +1,14 @@
 ---
 title: every
-tags: list,function,intermediate
+tags: list,intermediate
 ---
 
-Returns `True` if the provided function returns `True` for every element in the list, `False` otherwise.
+Checks if the provided function returns `True` for every element in the list.
 
-- Use `all()` in combination with `map` and `fn` to check if `fn` returns `True` for all elements in the list.
+- Use `all()` in combination with `map()` and `fn` to check if `fn` returns `True` for all elements in the list.
 
 ```py
-def every(lst, fn=lambda x: x):
+def every(lst, fn = lambda x: x):
   return all(map(fn, lst))
 ```
 
diff --git a/snippets/every_nth.md b/snippets/every_nth.md
index 5fb99bbe2..a20711d70 100644
--- a/snippets/every_nth.md
+++ b/snippets/every_nth.md
@@ -3,9 +3,9 @@ title: every_nth
 tags: list,beginner
 ---
 
-Returns every nth element in a list.
+Returns every `nth` element in a list.
 
-- Use `[nth-1::nth]` to create a new list that contains every nth element of the given list.
+- Use slice notation to create a new list that contains every `nth` element of the given list.
 
 ```py
 def every_nth(lst, nth):
diff --git a/snippets/fahrenheit_to_celsius.md b/snippets/fahrenheit_to_celsius.md
index e1efbaae7..f60947b0e 100644
--- a/snippets/fahrenheit_to_celsius.md
+++ b/snippets/fahrenheit_to_celsius.md
@@ -5,11 +5,11 @@ tags: math,beginner
 
 Converts Fahrenheit to Celsius.
 
-- Use the formula `celsius = (fahrenheit - 32) / 1.8` to convert from Fahrenheit to Celsius.
+- Follow the conversion formula `C = (F - 32) * 5/9`.
 
 ```py
-def fahrenheit_to_celsius(fahrenheit):
-  return ((fahrenheit - 32) / 1.8)
+def fahrenheit_to_celsius(degrees):
+  return ((degrees - 32) * 5/9)
 ```
 
 ```py
diff --git a/snippets/fibonacci.md b/snippets/fibonacci.md
index 5e0cc3bcc..7de53c697 100644
--- a/snippets/fibonacci.md
+++ b/snippets/fibonacci.md
@@ -12,12 +12,10 @@ Generates a list, containing the Fibonacci sequence, up until the nth term.
 def fibonacci(n):
   if n <= 0:
     return [0]
-
   sequence = [0, 1]
   while len(sequence) <= n:
     next_value = sequence[len(sequence) - 1] + sequence[len(sequence) - 2]
     sequence.append(next_value)
-
   return sequence
 ```
 
diff --git a/snippets/filter_non_unique.md b/snippets/filter_non_unique.md
index ec6f68763..ac8178ce3 100644
--- a/snippets/filter_non_unique.md
+++ b/snippets/filter_non_unique.md
@@ -3,10 +3,10 @@ title: filter_non_unique
 tags: list,beginner
 ---
 
-Filters out the non-unique values in a list.
+Creates a list with the non-unique values filtered out.
 
-- Use a `collections.Counter` to get the count of each value in the list.
-- Use list comprehension to create a list containing only the unique values.
+- Use `collections.Counter` to get the count of each value in the list.
+- Use a list comprehension to create a list containing only the unique values.
 
 ```py
 from collections import Counter
diff --git a/snippets/filter_unique.md b/snippets/filter_unique.md
index ccc72e5da..a4f9697d7 100644
--- a/snippets/filter_unique.md
+++ b/snippets/filter_unique.md
@@ -3,10 +3,10 @@ title: filter_unique
 tags: list,beginner
 ---
 
-Filters out the unique values in a list.
+Creates a list with the unique values filtered out.
 
-- Use a `collections.Counter` to get the count of each value in the list.
-- Use list comprehension to create a list containing only the non-unique values.
+- Use `collections.Counter` to get the count of each value in the list.
+- Use a list comprehension to create a list containing only the non-unique values.
 
 ```py
 from collections import Counter
diff --git a/snippets/find.md b/snippets/find.md
index 712797881..ac2c2f467 100644
--- a/snippets/find.md
+++ b/snippets/find.md
@@ -3,9 +3,9 @@ title: find
 tags: list,beginner
 ---
 
-Returns the value of the first element in the provided list that satisfies the provided testing function.
+Finds the value of the first element in the given list that satisfies the provided testing function.
 
-- Use list comprehension and `next()` to return the first element in `lst` for which `fn` returns `True`.
+- Use a list comprehension and `next()` to return the first element in `lst` for which `fn` returns `True`.
 
 ```py
 def find(lst, fn):
diff --git a/snippets/find_index.md b/snippets/find_index.md
index 9075ea125..4ceac691a 100644
--- a/snippets/find_index.md
+++ b/snippets/find_index.md
@@ -3,9 +3,9 @@ title: find_index
 tags: list,intermediate
 ---
 
-Returns the index of the first element in the provided list that satisfies the provided testing function.
+Finds the index of the first element in the given list that satisfies the provided testing function.
 
-- Use list comprehension, `enumerate()` and `next()` to return the index of the first element in `lst` for which `fn` returns `True`.
+- Use a list comprehension, `enumerate()` and `next()` to return the index of the first element in `lst` for which `fn` returns `True`.
 
 ```py
 def find_index(lst, fn):
diff --git a/snippets/find_index_of_all.md b/snippets/find_index_of_all.md
index 1adaae0a9..6bcda46a8 100644
--- a/snippets/find_index_of_all.md
+++ b/snippets/find_index_of_all.md
@@ -3,7 +3,7 @@ title: find_index_of_all
 tags: list,intermediate
 ---
 
-Returns the indexes of all elements in the provided list that satisfy the provided testing function.
+Finds the indexes of all elements in the given list that satisfy the provided testing function.
 
 - Use `enumerate()` and a list comprehension to return the indexes of the all element in `lst` for which `fn` returns `True`.
 
diff --git a/snippets/find_key.md b/snippets/find_key.md
index ad21dd819..cd837fed9 100644
--- a/snippets/find_key.md
+++ b/snippets/find_key.md
@@ -3,7 +3,7 @@ title: find_key
 tags: dictionary,intermediate
 ---
 
-Returns the first key in the provided dictionary that has the given value.
+Finds the first key in the provided dictionary that has the given value.
 
 - Use `dictionary.items()` and `next()` to return the first key that has a value equal to `val`.
 
@@ -14,9 +14,9 @@ def find_key(dict, val):
 
 ```py
 ages = {
-  "Peter": 10,
-  "Isabel": 11,
-  "Anna": 9,
+  'Peter': 10,
+  'Isabel': 11,
+  'Anna': 9,
 }
-find_key(ages, 11) # "Isabel"
+find_key(ages, 11) # 'Isabel'
 ```
diff --git a/snippets/find_keys.md b/snippets/find_keys.md
index 689230ef2..dc1fb098e 100644
--- a/snippets/find_keys.md
+++ b/snippets/find_keys.md
@@ -3,7 +3,7 @@ title: find_keys
 tags: dictionary,intermediate
 ---
 
-Returns all keys in the provided dictionary that have the given value.
+Finds all keys in the provided dictionary that have the given value.
 
 - Use `dictionary.items()`, a generator and `list()` to return all keys that have a value equal to `val`.
 
@@ -14,9 +14,9 @@ def find_keys(dict, val):
 
 ```py
 ages = {
-  "Peter": 10,
-  "Isabel": 11,
-  "Anna": 10,
+  'Peter': 10,
+  'Isabel': 11,
+  'Anna': 10,
 }
-find_keys(ages, 10) # [ "Peter", "Anna" ]
+find_keys(ages, 10) # [ 'Peter', 'Anna' ]
 ```
diff --git a/snippets/find_last.md b/snippets/find_last.md
index 5aa78aaec..9ead95a75 100644
--- a/snippets/find_last.md
+++ b/snippets/find_last.md
@@ -3,9 +3,9 @@ title: find_last
 tags: list,beginner
 ---
 
-Returns the value of the last element in the provided list that satisfies the provided testing function.
+Finds the value of the last element in the given list that satisfies the provided testing function.
 
-- Use list comprehension and `next()` to return the last element in `lst` for which `fn` returns `True`.
+- Use a list comprehension and `next()` to return the last element in `lst` for which `fn` returns `True`.
 
 ```py
 def find_last(lst, fn):
diff --git a/snippets/find_last_index.md b/snippets/find_last_index.md
index ef3616cb8..369f71d60 100644
--- a/snippets/find_last_index.md
+++ b/snippets/find_last_index.md
@@ -3,9 +3,9 @@ title: find_last_index
 tags: list,beginner
 ---
 
-Returns the index of the last element in the provided list that satisfies the provided testing function.
+Finds the index of the last element in the given list that satisfies the provided testing function.
 
-- Use list comprehension, `enumerate()` and `next()` to return the index of the last element in `lst` for which `fn` returns `True`.
+- Use a list comprehension, `enumerate()` and `next()` to return the index of the last element in `lst` for which `fn` returns `True`.
 
 ```py
 def find_last_index(lst, fn):
diff --git a/snippets/find_parity_outliers.md b/snippets/find_parity_outliers.md
index 487abb626..f90a9719a 100644
--- a/snippets/find_parity_outliers.md
+++ b/snippets/find_parity_outliers.md
@@ -3,9 +3,10 @@ title: find_parity_outliers
 tags: list,math,intermediate
 ---
 
-Given a list, returns the items that are parity outliers.
+Finds the items that are parity outliers in a given list.
 
-- Use `collections.Counter` with a list comprehension to count even and odd values in the list, use `collections.Counter.most_common()` to get the most common parity.
+- Use `collections.Counter` with a list comprehension to count even and odd values in the list.
+- Use `collections.Counter.most_common()` to get the most common parity.
 - Use a list comprehension to find all elements that do not match the most common parity.
 
 ```py
diff --git a/snippets/flatten.md b/snippets/flatten.md
index 89331dc0c..ff11b6726 100644
--- a/snippets/flatten.md
+++ b/snippets/flatten.md
@@ -5,7 +5,7 @@ tags: list,intermediate
 
 Flattens a list of lists once.
 
-- Use nested list comprehension to extract each value from sub-lists in order.
+- Use a list comprehension to extract each value from sub-lists in order.
 
 ```py
 def flatten(lst):
@@ -13,5 +13,5 @@ def flatten(lst):
 ```
 
 ```py
-flatten([[1,2,3,4],[5,6,7,8]]) # [1, 2, 3, 4, 5, 6, 7, 8]
+flatten([[1, 2, 3, 4], [5, 6, 7, 8]]) # [1, 2, 3, 4, 5, 6, 7, 8]
 ```
diff --git a/snippets/frequencies.md b/snippets/frequencies.md
index f78fe75b5..6786a8983 100644
--- a/snippets/frequencies.md
+++ b/snippets/frequencies.md
@@ -3,7 +3,7 @@ title: frequencies
 tags: list,intermediate
 ---
 
-Returns a dictionary with the unique values of a list as keys and their frequencies as the values.
+Creates a dictionary with the unique values of a list as keys and their frequencies as the values.
 
 - Use `collections.defaultdict()` to store the frequencies of each unique element.
 - Use `dict()` to return a dictionary with the unique elements of the list as keys and their frequencies as the values.
diff --git a/snippets/from_iso_date.md b/snippets/from_iso_date.md
index 99e675fea..fa4b6ed6c 100644
--- a/snippets/from_iso_date.md
+++ b/snippets/from_iso_date.md
@@ -5,7 +5,7 @@ tags: date,intermediate
 
 Converts a date from its ISO-8601 represenation.
 
-- Use `datetime.datetime.fromisoformat()` to convert the given ISO-8601 date to a `datetime` object.
+- Use `datetime.datetime.fromisoformat()` to convert the given ISO-8601 date to a `datetime.datetime` object.
 
 ```py
 from datetime import datetime