From a2cd6db3b0024f20b779c357edb861b18f05eef9 Mon Sep 17 00:00:00 2001
From: Isabelle Viktoria Maciohsek <maciv@hotmail.gr>
Date: Mon, 2 Nov 2020 19:27:07 +0200
Subject: [PATCH] Update snippet descriptions

---
 snippets/all_unique.md             |  5 +++--
 snippets/arithmetic_progression.md |  4 ++--
 snippets/average.md                |  4 ++--
 snippets/average_by.md             | 10 ++++++----
 snippets/bifurcate.md              |  9 +++++----
 snippets/bifurcate_by.md           | 14 ++++++--------
 snippets/binomial_coefficient.md   |  2 +-
 snippets/byte_size.md              |  2 +-
 snippets/camel.md                  | 12 +++++++-----
 snippets/capitalize.md             |  9 +++++----
 snippets/capitalize_every_word.md  |  4 ++--
 snippets/cast_list.md              |  5 +++--
 snippets/celsius_to_fahrenheit.md  |  6 +++---
 snippets/check_prop.md             |  3 +--
 snippets/chunk.md                  |  2 +-
 snippets/clamp_number.md           |  6 +++---
 snippets/collect_dictionary.md     | 14 +++++++-------
 snippets/compact.md                |  4 ++--
 snippets/compose.md                |  3 +--
 snippets/compose_right.md          |  5 ++---
 snippets/count_by.md               |  5 +++--
 snippets/curry.md                  |  3 +--
 22 files changed, 67 insertions(+), 64 deletions(-)

diff --git a/snippets/all_unique.md b/snippets/all_unique.md
index 687cf6806..ac0fb0302 100644
--- a/snippets/all_unique.md
+++ b/snippets/all_unique.md
@@ -3,9 +3,10 @@ title: all_unique
 tags: list,beginner
 ---
 
-Returns `True` if all the values in a list are unique, `False` otherwise.
+Checks if all the values in a list are unique.
 
-- Use `set()` on the given list to remove duplicates, use `len()` to compare its length with the length of the list.
+- Use `set()` on the given list to keep only unique occurences.
+- Use `len()` to compare the length of the unique values to the original list.
 
 ```py
 def all_unique(lst):
diff --git a/snippets/arithmetic_progression.md b/snippets/arithmetic_progression.md
index fd21b46a7..a1bda1d90 100644
--- a/snippets/arithmetic_progression.md
+++ b/snippets/arithmetic_progression.md
@@ -3,9 +3,9 @@ title: arithmetic_progression
 tags: math,beginner
 ---
 
-Returns a list of numbers in the arithmetic progression starting with the given positive integer and up to the specified limit.
+Generates a list of numbers in the arithmetic progression starting with the given positive integer and up to the specified limit.
 
-- Use `range` and `list` with the appropriate start, step and end values.
+- Use `range()` and `list()` with the appropriate start, step and end values.
 
 ```py
 def arithmetic_progression(n, lim):
diff --git a/snippets/average.md b/snippets/average.md
index f0da21b3b..c3671c753 100644
--- a/snippets/average.md
+++ b/snippets/average.md
@@ -3,9 +3,9 @@ title: average
 tags: math,list,beginner
 ---
 
-Returns the average of two or more numbers.
+Calculates the average of two or more numbers.
 
-- Use `sum()` to sum all of the `args` provided, divide by `len(args)`.
+- Use `sum()` to sum all of the `args` provided, divide by `len()`.
 
 ```py
 def average(*args):
diff --git a/snippets/average_by.md b/snippets/average_by.md
index 8acf1cd1b..326c81816 100644
--- a/snippets/average_by.md
+++ b/snippets/average_by.md
@@ -1,18 +1,20 @@
 ---
 title: average_by
-tags: math,list,function,intermediate
+tags: math,list,intermediate
 ---
 
-Returns the average of a list, after mapping each element to a value using the provided function.
+Calculates the average of a list, after mapping each element to a value using the provided function.
 
 - Use `map()` to map each element to the value returned by `fn`.
 - Use `sum()` to sum all of the mapped values, divide by `len(lst)`.
+- Omit the last argument, `fn`, to use the default identity function.
 
 ```py
-def average_by(lst, fn=lambda x: x):
+def average_by(lst, fn = lambda x: x):
   return sum(map(fn, lst), 0.0) / len(lst)
 ```
 
 ```py
-average_by([{ 'n': 4 }, { 'n': 2 }, { 'n': 8 }, { 'n': 6 }], lambda x: x['n']) # 5.0
+average_by([{ 'n': 4 }, { 'n': 2 }, { 'n': 8 }, { 'n': 6 }], lambda x: x['n'])
+# 5.0
 ```
diff --git a/snippets/bifurcate.md b/snippets/bifurcate.md
index dde38c6b5..9ccc89e9e 100644
--- a/snippets/bifurcate.md
+++ b/snippets/bifurcate.md
@@ -3,10 +3,10 @@ title: bifurcate
 tags: list,intermediate
 ---
 
-Splits values into two groups. 
-If an element in `filter` is `True`, the corresponding element in the collection belongs to the first group; otherwise, it belongs to the second group.
+Splits values into two groups, based on the result of the given `filter` list. 
 
-- Use list comprehension and `zip()` to add elements to groups, based on `filter`.
+- Use a list comprehension and `zip()` to add elements to groups, based on `filter`.
+- If `filter` has a truthy value for any element, add it to the first group, otherwise add it to the second group.
 
 ```py
 def bifurcate(lst, filter):
@@ -17,5 +17,6 @@ def bifurcate(lst, filter):
 ```
 
 ```py
-bifurcate(['beep', 'boop', 'foo', 'bar'], [True, True, False, True]) # [ ['beep', 'boop', 'bar'], ['foo'] ]
+bifurcate(['beep', 'boop', 'foo', 'bar'], [True, True, False, True])
+# [ ['beep', 'boop', 'bar'], ['foo'] ]
 ```
diff --git a/snippets/bifurcate_by.md b/snippets/bifurcate_by.md
index f0facf23a..2b6847575 100644
--- a/snippets/bifurcate_by.md
+++ b/snippets/bifurcate_by.md
@@ -1,12 +1,12 @@
 ---
 title: bifurcate_by
-tags: list,function,intermediate
+tags: list,intermediate
 ---
 
-Splits values into two groups according to a function, which specifies which group an element in the input list belongs to. 
-If the function returns `True`, the element belongs to the first group; otherwise, it belongs to the second group.
+Splits values into two groups, based on the result of the given filtering function.
 
-- Use list comprehension to add elements to groups, based on `fn`.
+- Use a list comprehension to add elements to groups, based on the value returned by `fn` for each element.
+- If `fn` returns a truthy value for any element, add it to the first group, otherwise add it to the second group.
 
 ```py
 def bifurcate_by(lst, fn):
@@ -17,8 +17,6 @@ def bifurcate_by(lst, fn):
 ```
 
 ```py
-bifurcate_by(
-  ['beep', 'boop', 'foo', 'bar'], 
-  lambda x: x[0] == 'b'
-) # [ ['beep', 'boop', 'bar'], ['foo'] ]
+bifurcate_by(['beep', 'boop', 'foo', 'bar'], lambda x: x[0] == 'b')
+# [ ['beep', 'boop', 'bar'], ['foo'] ]
 ```
diff --git a/snippets/binomial_coefficient.md b/snippets/binomial_coefficient.md
index 60dcaeac7..153d0bbb0 100644
--- a/snippets/binomial_coefficient.md
+++ b/snippets/binomial_coefficient.md
@@ -3,7 +3,7 @@ title: binomial_coefficient
 tags: math,beginner
 ---
 
-Returns the number of ways to choose `k` items from `n` items without repetition and without order.
+Calculates the number of ways to choose `k` items from `n` items without repetition and without order.
 
 - Use `math.comb()` to calculate the binomial coefficient.
 
diff --git a/snippets/byte_size.md b/snippets/byte_size.md
index e27e4ce3b..447ad3560 100644
--- a/snippets/byte_size.md
+++ b/snippets/byte_size.md
@@ -5,7 +5,7 @@ tags: string,beginner
 
 Returns the length of a string in bytes.
 
-- Use `s.encode('utf-8')` to encode the given string and return its length.
+- Use `str.encode('utf-8')` to encode the given string and return its length.
 
 ```py
 def byte_size(s):
diff --git a/snippets/camel.md b/snippets/camel.md
index 54d5a7d9b..dbfbc8e1a 100644
--- a/snippets/camel.md
+++ b/snippets/camel.md
@@ -6,20 +6,22 @@ tags: string,regexp,intermediate
 Converts a string to camelcase.
 
 - Use `re.sub()` to replace any `-` or `_` with a space, using the regexp `r"(_|-)+"`.
-- Use `title()` to capitalize the first letter of each word convert the rest to lowercase.
-- Finally, use `replace()` to remove spaces between words.
+- Use `str.title()` to capitalize the first letter of each word and convert the rest to lowercase.
+- Finally, use `str.replace()` to remove spaces between words.
 
 ```py
 from re import sub
 
 def camel(s):
   s = sub(r"(_|-)+", " ", s).title().replace(" ", "")
-  return s[0].lower() + s[1:]
+  return ''.join([s[0].lower(), s[1:]])
 ```
 
 ```py
 camel('some_database_field_name') # 'someDatabaseFieldName'
-camel('Some label that needs to be camelized') # 'someLabelThatNeedsToBeCamelized'
+camel('Some label that needs to be camelized')
+# 'someLabelThatNeedsToBeCamelized'
 camel('some-javascript-property') # 'someJavascriptProperty'
-camel('some-mixed_string with spaces_underscores-and-hyphens') # 'someMixedStringWithSpacesUnderscoresAndHyphens'
+camel('some-mixed_string with spaces_underscores-and-hyphens')
+# 'someMixedStringWithSpacesUnderscoresAndHyphens'
 ```
diff --git a/snippets/capitalize.md b/snippets/capitalize.md
index ca1e7a61f..238de044f 100644
--- a/snippets/capitalize.md
+++ b/snippets/capitalize.md
@@ -5,15 +5,16 @@ tags: string,intermediate
 
 Capitalizes the first letter of a string.
 
-- Capitalize the first letter of the string and then add it with rest of the string.
+- Use list slicing and `str.upper()` to capitalize the first letter of the string.
+- Use `str.join()` to combine the capitalized first letter with the rest of the characters.
 - Omit the `lower_rest` parameter to keep the rest of the string intact, or set it to `True` to convert to lowercase.
 
 ```py
-def capitalize(s, lower_rest=False):
-  return s[:1].upper() + (s[1:].lower() if lower_rest else s[1:])
+def capitalize(s, lower_rest = False):
+  return ''.join([s[:1].upper(), (s[1:].lower() if lower_rest else s[1:])])
 ```
 
 ```py
 capitalize('fooBar') # 'FooBar'
 capitalize('fooBar', True) # 'Foobar'
-```
\ No newline at end of file
+```
diff --git a/snippets/capitalize_every_word.md b/snippets/capitalize_every_word.md
index 16c159b0d..132067955 100644
--- a/snippets/capitalize_every_word.md
+++ b/snippets/capitalize_every_word.md
@@ -5,7 +5,7 @@ tags: string,beginner
 
 Capitalizes the first letter of every word in a string.
 
-- Use `s.title()` to capitalize first letter of every word in the string.
+- Use `str.title()` to capitalize the first letter of every word in the string.
 
 ```py
 def capitalize_every_word(s):
@@ -14,4 +14,4 @@ def capitalize_every_word(s):
 
 ```py
 capitalize_every_word('hello world!') # 'Hello World!'
-```
\ No newline at end of file
+```
diff --git a/snippets/cast_list.md b/snippets/cast_list.md
index e77f10845..cb5854b8c 100644
--- a/snippets/cast_list.md
+++ b/snippets/cast_list.md
@@ -1,11 +1,12 @@
 ---
 title: cast_list
-tags: list,beginner
+tags: list,intermediate
 ---
 
 Casts the provided value as a list if it's not one.
 
-- Use `isinstance()` to check if the given value is enumerable and return it by using `list()` or encapsulated in a list accordingly.
+- Use `isinstance()` to check if the given value is enumerable.
+- Return it by using `list()` or encapsulated in a list accordingly.
 
 ```py
 def cast_list(val):
diff --git a/snippets/celsius_to_fahrenheit.md b/snippets/celsius_to_fahrenheit.md
index 9b86fe4eb..81d10f941 100644
--- a/snippets/celsius_to_fahrenheit.md
+++ b/snippets/celsius_to_fahrenheit.md
@@ -5,11 +5,11 @@ tags: math,beginner
 
 Converts Celsius to Fahrenheit.
 
-- Use the formula `fahrenheit = (celsius * 1.8) + 32` to convert from Celsius to Fahrenheit.
+- Follow the conversion formula `F = 1.8 * C + 32`.
 
 ```py
-def celsius_to_fahrenheit(celsius):
-  return ((celsius * 1.8) + 32)
+def celsius_to_fahrenheit(degrees):
+  return ((degrees * 1.8) + 32)
 ```
 
 ```py
diff --git a/snippets/check_prop.md b/snippets/check_prop.md
index b96313f69..2c27ddd26 100644
--- a/snippets/check_prop.md
+++ b/snippets/check_prop.md
@@ -3,7 +3,7 @@ title: check_prop
 tags: function,intermediate
 ---
 
-Given a predicate function, `fn`, and a `prop` string, this curried function will then take an object to inspect by calling the property and passing it to the predicate.
+Creates a function that will invoke a predicate function for the specified property on a given object.
 
 - Return a `lambda` function that takes an object and applies the predicate function, `fn` to the specified property.
 
@@ -15,6 +15,5 @@ def check_prop(fn, prop):
 ```py
 check_age = check_prop(lambda x: x >= 18, 'age')
 user = {'name': 'Mark', 'age': 18}
-
 check_age(user) # True
 ```
diff --git a/snippets/chunk.md b/snippets/chunk.md
index 39acd49e1..8e11567e9 100644
--- a/snippets/chunk.md
+++ b/snippets/chunk.md
@@ -19,5 +19,5 @@ def chunk(lst, size):
 ```
 
 ```py
-chunk([1, 2, 3, 4, 5], 2) # [[1,2],[3,4],[5]]
+chunk([1, 2, 3, 4, 5], 2) # [[1, 2], [3, 4], [5]]
 ```
diff --git a/snippets/clamp_number.md b/snippets/clamp_number.md
index 0ab98515e..2304cfc28 100644
--- a/snippets/clamp_number.md
+++ b/snippets/clamp_number.md
@@ -3,13 +3,13 @@ title: clamp_number
 tags: math,beginner
 ---
 
-Clamps `num` within the inclusive range specified by the boundary values `a` and `b`.
+Clamps `num` within the inclusive range specified by the boundary values.
 
-- If `num` falls within the range, return `num`.
+- If `num` falls within the range (`a`, `b`), return `num`.
 - Otherwise, return the nearest number in the range.
 
 ```py
-def clamp_number(num,a,b):
+def clamp_number(num, a, b):
   return max(min(num, max(a, b)), min(a, b))
 ```
 
diff --git a/snippets/collect_dictionary.md b/snippets/collect_dictionary.md
index d4b9112cc..90d37aad2 100644
--- a/snippets/collect_dictionary.md
+++ b/snippets/collect_dictionary.md
@@ -5,9 +5,9 @@ tags: dictionary,intermediate
 
 Inverts a dictionary with non-unique hashable values.
 
-- Create a `defaultdict` with `list` as the default value for each key. 
-- Use `dictionary.items()` in combination with a loop to map the values of the dictionary to keys using `append()`.
-- Use `dict()` to convert the `defaultdict` to a regular dictionary.
+- Create a `collections.defaultdict` with `list` as the default value for each key. 
+- Use `dictionary.items()` in combination with a loop to map the values of the dictionary to keys using `dict.append()`.
+- Use `dict()` to convert the `collections.defaultdict` to a regular dictionary.
 
 ```py
 from collections import defaultdict
@@ -21,9 +21,9 @@ def collect_dictionary(obj):
 
 ```py
 ages = {
-  "Peter": 10,
-  "Isabel": 10,
-  "Anna": 9,
+  'Peter': 10,
+  'Isabel': 10,
+  'Anna': 9,
 }
-collect_dictionary(ages) # { 10: ["Peter", "Isabel"], 9: ["Anna"] }
+collect_dictionary(ages) # { 10: ['Peter', 'Isabel'], 9: ['Anna'] }
 ```
diff --git a/snippets/compact.md b/snippets/compact.md
index 05e28fb6d..ee4239abe 100644
--- a/snippets/compact.md
+++ b/snippets/compact.md
@@ -3,9 +3,9 @@ title: compact
 tags: list,beginner
 ---
 
-Removes falsey values from a list.
+Removes falsy values from a list.
 
-- Use `filter()` to filter out falsey values (`False`, `None`, `0`, and `""`).
+- Use `filter()` to filter out falsy values (`False`, `None`, `0`, and `""`).
 
 ```py
 def compact(lst):
diff --git a/snippets/compose.md b/snippets/compose.md
index 4cb6bbf3c..0221c42bc 100644
--- a/snippets/compose.md
+++ b/snippets/compose.md
@@ -1,6 +1,6 @@
 ---
 title: compose
-tags: function,intermediate
+tags: function,advanced
 ---
 
 Performs right-to-left function composition.
@@ -19,6 +19,5 @@ def compose(*fns):
 add5 = lambda x: x + 5
 multiply = lambda x, y: x * y
 multiply_and_add_5 = compose(add5, multiply)
-
 multiply_and_add_5(5, 2) # 15
 ```
diff --git a/snippets/compose_right.md b/snippets/compose_right.md
index e300e9278..dfc472599 100644
--- a/snippets/compose_right.md
+++ b/snippets/compose_right.md
@@ -1,6 +1,6 @@
 ---
 title: compose_right
-tags: function,intermediate
+tags: function,advanced
 ---
 
 Performs left-to-right function composition.
@@ -18,7 +18,6 @@ def compose_right(*fns):
 ```py
 add = lambda x, y: x + y
 square = lambda x: x * x
-add_and_square = compose_right(add,square)
-
+add_and_square = compose_right(add, square)
 add_and_square(1, 2) # 9
 ```
diff --git a/snippets/count_by.md b/snippets/count_by.md
index 41024cbea..b9102d2eb 100644
--- a/snippets/count_by.md
+++ b/snippets/count_by.md
@@ -5,14 +5,14 @@ tags: list,intermediate
 
 Groups the elements of a list based on the given function and returns the count of elements in each group.
 
-- Use `defaultdict()` to initialize a dictionary.
+- Use `collections.defaultdict` to initialize a dictionary.
 - Use `map()` to map the values of the given list using the given function.
 - Iterate over the map and increase the element count each time it occurs.
 
 ```py
 from collections import defaultdict
 
-def count_by(lst, fn=lambda x: x):
+def count_by(lst, fn = lambda x: x):
   count = defaultdict(int)
   for val in map(fn, lst):
     count[val] += 1
@@ -21,6 +21,7 @@ def count_by(lst, fn=lambda x: x):
 
 ```py
 from math import floor
+
 count_by([6.1, 4.2, 6.3], floor) # {6: 2, 4: 1}
 count_by(['one', 'two', 'three'], len) # {3: 2, 5: 1}
 ```
diff --git a/snippets/curry.md b/snippets/curry.md
index d5ca6573b..025ff9720 100644
--- a/snippets/curry.md
+++ b/snippets/curry.md
@@ -11,12 +11,11 @@ Curries a function.
 from functools import partial
 
 def curry(fn, *args):
-  return partial(fn,*args)
+  return partial(fn, *args)
 ```
 
 ```py
 add = lambda x, y: x + y
 add10 = curry(add, 10)
-
 add10(20) # 30
 ```