Introduction
In any machine learning task, cleaning or preprocessing the data is as important as model building if not more. And when it comes to unstructured data like text, this process is even more important.
Objective of this Notebook is to understand the various text preprocessing steps with code examples.
Some of the common text preprocessing / cleaning steps are:
- Lower casing
- Removal of Punctuations
- Removal of Stopwords
- Removal of Frequent words
- Removal of Rare words
- Stemming (NLTK)
- Lemmatization (NLTK)
- Removal of emojis
- Removal of emoticons
- Conversion of emoticons to words
- Conversion of emojis to words
- Removal of URLs
- Removal of HTML tags
- Chat words conversion
- Spelling correction
So these are the different types of text preprocessing steps which we can do on text data. But we need not do all of these all the times. We need to carefully choose the preprocessing steps based on our use case since that also play an important role.
For example, in sentiment analysis use case, we need not remove the emojis or emoticons as it will convey some important information about the sentiment. Similarly we need to decide based on our use cases.
Loading Required Modules & Dataset
import numpy as np
import pandas as pd
import re
import nltk
import spacy
import string
import ast
import warnings
warnings.filterwarnings('ignore')
pd.options.mode.chained_assignment = None
pd.options.display.max_columns = 999
pd.options.display.max_rows = 999
pd.set_option('display.max_colwidth', -1)
full_df = pd.read_csv("./data/elon_tweets.csv", nrows=5000)
full_df["text"] = full_df['text'].apply(lambda x: ast.literal_eval(x).decode('utf-8'))
df = full_df[["text"]]
df["text"] = df["text"].astype(str)
df.head()
| text | |
|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? |
| 3 | Stormy weather in Shortville ... |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. |
Lower Casing
Lower casing is a common text preprocessing technique. The idea is to convert the input text into same casing format so that ‘text’, ‘Text’ and ‘TEXT’ are treated the same way.
This is more helpful for text featurization techniques like frequency, tfidf as it helps to combine the same words together thereby reducing the duplication and get correct counts / tfidf values.
This may not be helpful when we do tasks like Part of Speech tagging (where proper casing gives some information about Nouns and so on) and Sentiment Analysis (where upper casing refers to anger and so on)
By default, lower casing is done by most of the modern day vecotirzers and tokenizers like sklearn TfidfVectorizer and Keras Tokenizer. So we need to set them to false as needed depending on our use case.
df["text_lower"] = df["text"].str.lower()
df.head()
| text | text_lower | |
|---|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv | and so the robots spared humanity ... https://t.co/v7jujqwfcv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl | @forin2020 @waltmossberg @mims @defcon_5 exactly. tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qqctqkzgml |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? | @waltmossberg @mims @defcon_5 et tu, walt? |
| 3 | Stormy weather in Shortville ... | stormy weather in shortville ... |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. | @daveleebbc @verge coal is dying due to nat gas fracking. it's basically dead. |
Removal of Punctuations
One another common text preprocessing technique is to remove the punctuations from the text data. This is again a text standardization process that will help to treat ‘hurray’ and ‘hurray!’ in the same way.
We also need to carefully choose the list of punctuations to exclude depending on the use case. For example, the string.punctuation in python contains the following punctuation symbols
!"#$%&\'()*+,-./:;<=>?@[\\]^_{ |
}~` |
We can add or remove more punctuations as per our need.
# drop the new column created in last cell
df.drop(["text_lower"], axis=1, inplace=True)
PUNCT_TO_REMOVE = string.punctuation
def remove_punctuation(text):
"""custom function to remove the punctuation"""
return text.translate(str.maketrans('', '', PUNCT_TO_REMOVE))
df["text_wo_punct"] = df["text"].apply(lambda text: remove_punctuation(text))
df.head()
| text | text_wo_punct | |
|---|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv | And so the robots spared humanity httpstcov7JUJQWfCv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl | ForIn2020 waltmossberg mims defcon5 Exactly Tesla is absurdly overvalued if based on the past but thats irr… httpstcoqQcTqkzgMl |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? | waltmossberg mims defcon5 Et tu Walt |
| 3 | Stormy weather in Shortville ... | Stormy weather in Shortville |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. | DaveLeeBBC verge Coal is dying due to nat gas fracking Its basically dead |
Removal of stopwords
Stopwords are commonly occuring words in a language like ‘the’, ‘a’ and so on. They can be removed from the text most of the times, as they don’t provide valuable information for downstream analysis. In cases like Part of Speech tagging, we should not remove them as provide very valuable information about the POS.
These stopword lists are already compiled for different languages and we can safely use them. For example, the stopword list for english language from the nltk package can be seen below.
from nltk.corpus import stopwords
", ".join(stopwords.words('english'))
"i, me, my, myself, we, our, ours, ourselves, you, you're, you've, you'll, you'd, your, yours, yourself, yourselves, he, him, his, himself, she, she's, her, hers, herself, it, it's, its, itself, they, them, their, theirs, themselves, what, which, who, whom, this, that, that'll, these, those, am, is, are, was, were, be, been, being, have, has, had, having, do, does, did, doing, a, an, the, and, but, if, or, because, as, until, while, of, at, by, for, with, about, against, between, into, through, during, before, after, above, below, to, from, up, down, in, out, on, off, over, under, again, further, then, once, here, there, when, where, why, how, all, any, both, each, few, more, most, other, some, such, no, nor, not, only, own, same, so, than, too, very, s, t, can, will, just, don, don't, should, should've, now, d, ll, m, o, re, ve, y, ain, aren, aren't, couldn, couldn't, didn, didn't, doesn, doesn't, hadn, hadn't, hasn, hasn't, haven, haven't, isn, isn't, ma, mightn, mightn't, mustn, mustn't, needn, needn't, shan, shan't, shouldn, shouldn't, wasn, wasn't, weren, weren't, won, won't, wouldn, wouldn't"
Similarly we can also get the list for other languages as well and use them.
STOPWORDS = set(stopwords.words('english'))
def remove_stopwords(text):
"""custom function to remove the stopwords"""
return " ".join([word for word in str(text).split() if word not in STOPWORDS])
df["text_wo_stop"] = df["text_wo_punct"].apply(lambda text: remove_stopwords(text))
df.head()
| text | text_wo_punct | text_wo_stop | |
|---|---|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv | And so the robots spared humanity httpstcov7JUJQWfCv | And robots spared humanity httpstcov7JUJQWfCv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl | ForIn2020 waltmossberg mims defcon5 Exactly Tesla is absurdly overvalued if based on the past but thats irr… httpstcoqQcTqkzgMl | ForIn2020 waltmossberg mims defcon5 Exactly Tesla absurdly overvalued based past thats irr… httpstcoqQcTqkzgMl |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? | waltmossberg mims defcon5 Et tu Walt | waltmossberg mims defcon5 Et tu Walt |
| 3 | Stormy weather in Shortville ... | Stormy weather in Shortville | Stormy weather Shortville |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. | DaveLeeBBC verge Coal is dying due to nat gas fracking Its basically dead | DaveLeeBBC verge Coal dying due nat gas fracking Its basically dead |
Removal of Frequent words
In the previos preprocessing step, we removed the stopwords based on language information. But say, if we have a domain specific corpus, we might also have some frequent words which are of not so much importance to us.
So this step is to remove the frequent words in the given corpus. If we use something like tfidf, this is automatically taken care of.
Let us get the most common words adn then remove them in the next step
from collections import Counter
cnt = Counter()
for text in df["text_wo_stop"].values:
for word in text.split():
cnt[word] += 1
cnt.most_common(10)
[('RT', 492),
('Tesla', 320),
('Model', 235),
('SpaceX', 232),
('I', 205),
('amp', 178),
('S', 163),
('TeslaMotors', 149),
('launch', 123),
('like', 115)]
FREQWORDS = set([w for (w, wc) in cnt.most_common(10)])
def remove_freqwords(text):
"""custom function to remove the frequent words"""
return " ".join([word for word in str(text).split() if word not in FREQWORDS])
df["text_wo_stopfreq"] = df["text_wo_stop"].apply(lambda text: remove_freqwords(text))
df.head()
| text | text_wo_punct | text_wo_stop | text_wo_stopfreq | |
|---|---|---|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv | And so the robots spared humanity httpstcov7JUJQWfCv | And robots spared humanity httpstcov7JUJQWfCv | And robots spared humanity httpstcov7JUJQWfCv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl | ForIn2020 waltmossberg mims defcon5 Exactly Tesla is absurdly overvalued if based on the past but thats irr… httpstcoqQcTqkzgMl | ForIn2020 waltmossberg mims defcon5 Exactly Tesla absurdly overvalued based past thats irr… httpstcoqQcTqkzgMl | ForIn2020 waltmossberg mims defcon5 Exactly absurdly overvalued based past thats irr… httpstcoqQcTqkzgMl |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? | waltmossberg mims defcon5 Et tu Walt | waltmossberg mims defcon5 Et tu Walt | waltmossberg mims defcon5 Et tu Walt |
| 3 | Stormy weather in Shortville ... | Stormy weather in Shortville | Stormy weather Shortville | Stormy weather Shortville |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. | DaveLeeBBC verge Coal is dying due to nat gas fracking Its basically dead | DaveLeeBBC verge Coal dying due nat gas fracking Its basically dead | DaveLeeBBC verge Coal dying due nat gas fracking Its basically dead |
Removal of Rare words
This is very similar to previous preprocessing step but we will remove the rare words from the corpus.
# Drop the two columns which are no more needed
df.drop(["text_wo_punct", "text_wo_stop"], axis=1, inplace=True)
n_rare_words = 10
RAREWORDS = set([w for (w, wc) in cnt.most_common()[:-n_rare_words-1:-1]])
print(RAREWORDS)
{'httptcorBQXJ9IT', 'Stonehenge', 'Vlads', 'Nuys', 'Van', 'Iceland', 'rink', 'ignore', 'pretending', 'bumper'}
def remove_rarewords(text):
"""custom function to remove the rare words"""
return " ".join([word for word in str(text).split() if word not in RAREWORDS])
df["text_wo_stopfreqrare"] = df["text_wo_stopfreq"].apply(lambda text: remove_rarewords(text))
df.head()
| text | text_wo_stopfreq | text_wo_stopfreqrare | |
|---|---|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv | And robots spared humanity httpstcov7JUJQWfCv | And robots spared humanity httpstcov7JUJQWfCv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl | ForIn2020 waltmossberg mims defcon5 Exactly absurdly overvalued based past thats irr… httpstcoqQcTqkzgMl | ForIn2020 waltmossberg mims defcon5 Exactly absurdly overvalued based past thats irr… httpstcoqQcTqkzgMl |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? | waltmossberg mims defcon5 Et tu Walt | waltmossberg mims defcon5 Et tu Walt |
| 3 | Stormy weather in Shortville ... | Stormy weather Shortville | Stormy weather Shortville |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. | DaveLeeBBC verge Coal dying due nat gas fracking Its basically dead | DaveLeeBBC verge Coal dying due nat gas fracking Its basically dead |
We can combine all the list of words (stopwords, frequent words and rare words) and create a single list to remove them at once.
Stemming
Stemming is the process of reducing inflected (or sometimes derived) words to their word stem, base or root form (From Wikipedia)
For example, if there are two words in the corpus walks and walking, then stemming will stem the suffix to make them walk. But say in another example, we have two words console and consoling, the stemmer will remove the suffix and make them consol which is not a proper english word.
There are several type of stemming algorithms available and one of the famous one is porter stemmer which is widely used. We can use nltk package for the same.
from nltk.stem.porter import PorterStemmer
# Drop the two columns
df.drop(["text_wo_stopfreq", "text_wo_stopfreqrare"], axis=1, inplace=True)
stemmer = PorterStemmer()
def stem_words(text):
return " ".join([stemmer.stem(word) for word in text.split()])
df["text_stemmed"] = df["text"].apply(lambda text: stem_words(text))
df.head()
| text | text_stemmed | |
|---|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv | and so the robot spare human ... https://t.co/v7jujqwfcv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl | @forin2020 @waltmossberg @mim @defcon_5 exactly. tesla is absurdli overvalu if base on the past, but that' irr… https://t.co/qqctqkzgml |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? | @waltmossberg @mim @defcon_5 Et tu, walt? |
| 3 | Stormy weather in Shortville ... | stormi weather in shortvil ... |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. | @daveleebbc @verg coal is die due to nat ga fracking. it' basic dead. |
Words like private and propose have their e at the end chopped off due to stemming. This is not intented. What can we do for that? We can use Lemmatization in such cases.
Also this porter stemmer is for English language. If we are working with other languages, we can use snowball stemmer. The supported languages for snowball stemmer are
from nltk.stem.snowball import SnowballStemmer
SnowballStemmer.languages
('arabic',
'danish',
'dutch',
'english',
'finnish',
'french',
'german',
'hungarian',
'italian',
'norwegian',
'porter',
'portuguese',
'romanian',
'russian',
'spanish',
'swedish')
Lemmatization
Lemmatization is similar to stemming in reducing inflected words to their word stem but differs in the way that it makes sure the root word (also called as lemma) belongs to the language.
As a result, this one is generally slower than stemming process. So depending on the speed requirement, we can choose to use either stemming or lemmatization.
Let us use the WordNetLemmatizer in nltk to lemmatize our sentences
from nltk.stem import WordNetLemmatizer
lemmatizer = WordNetLemmatizer()
def lemmatize_words(text):
return " ".join([lemmatizer.lemmatize(word) for word in text.split()])
df["text_lemmatized"] = df["text"].apply(lambda text: lemmatize_words(text))
df.head()
| text | text_stemmed | text_lemmatized | |
|---|---|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv | and so the robot spare human ... https://t.co/v7jujqwfcv | And so the robot spared humanity ... https://t.co/v7JUJQWfCv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl | @forin2020 @waltmossberg @mim @defcon_5 exactly. tesla is absurdli overvalu if base on the past, but that' irr… https://t.co/qqctqkzgml | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? | @waltmossberg @mim @defcon_5 Et tu, walt? | @waltmossberg @mims @defcon_5 Et tu, Walt? |
| 3 | Stormy weather in Shortville ... | stormi weather in shortvil ... | Stormy weather in Shortville ... |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. | @daveleebbc @verg coal is die due to nat ga fracking. it' basic dead. | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. |
We can see that the trailing s & y in the gas and stormy is retained when we use lemmatization unlike stemming.
Wait. There is one more thing in lemmatization. Let us try to lemmatize running now.
lemmatizer.lemmatize("running")
'running'
Wow. It returned running as such without converting it to the root form run. This is because the lemmatization process depends on the POS tag to come up with the correct lemma. Now let us lemmatize again by providing the POS tag for the word.
lemmatizer.lemmatize("running", "v") # v for verb
'run'
Now we are getting the root form run. So we also need to provide the POS tag of the word along with the word for lemmatizer in nltk. Depending on the POS, the lemmatizer may return different results.
Let us take the example, stripes and check the lemma when it is both verb and noun.
print("Word is : stripes")
print("Lemma result for verb : ",lemmatizer.lemmatize("stripes", 'v'))
print("Lemma result for noun : ",lemmatizer.lemmatize("stripes", 'n'))
Word is : stripes
Lemma result for verb : strip
Lemma result for noun : stripe
Now let us redo the lemmatization process for our dataset.
from nltk.corpus import wordnet
from nltk.stem import WordNetLemmatizer
lemmatizer = WordNetLemmatizer()
wordnet_map = {"N":wordnet.NOUN, "V":wordnet.VERB, "J":wordnet.ADJ, "R":wordnet.ADV}
def lemmatize_words(text):
pos_tagged_text = nltk.pos_tag(text.split())
return " ".join([lemmatizer.lemmatize(word, wordnet_map.get(pos[0], wordnet.NOUN)) for word, pos in pos_tagged_text])
df["text_lemmatized"] = df["text"].apply(lambda text: lemmatize_words(text))
df.head()
| text | text_stemmed | text_lemmatized | |
|---|---|---|---|
| 0 | And so the robots spared humanity ... https://t.co/v7JUJQWfCv | and so the robot spare human ... https://t.co/v7jujqwfcv | And so the robot spar humanity ... https://t.co/v7JUJQWfCv |
| 1 | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla is absurdly overvalued if based on the past, but that's irr… https://t.co/qQcTqkzgMl | @forin2020 @waltmossberg @mim @defcon_5 exactly. tesla is absurdli overvalu if base on the past, but that' irr… https://t.co/qqctqkzgml | @ForIn2020 @waltmossberg @mims @defcon_5 Exactly. Tesla be absurdly overvalue if base on the past, but that's irr… https://t.co/qQcTqkzgMl |
| 2 | @waltmossberg @mims @defcon_5 Et tu, Walt? | @waltmossberg @mim @defcon_5 Et tu, walt? | @waltmossberg @mims @defcon_5 Et tu, Walt? |
| 3 | Stormy weather in Shortville ... | stormi weather in shortvil ... | Stormy weather in Shortville ... |
| 4 | @DaveLeeBBC @verge Coal is dying due to nat gas fracking. It's basically dead. | @daveleebbc @verg coal is die due to nat ga fracking. it' basic dead. | @DaveLeeBBC @verge Coal be die due to nat gas fracking. It's basically dead. |
We can now see that in the third row, overvalued got converted to overvalue since we provided the POS tag for lemmatization.
Removal of Emojis
With more and more usage of social media platforms, there is an explosion in the usage of emojis in our day to day life as well. Probably we might need to remove these emojis for some of our textual analysis.
def remove_emoji(string):
emoji_pattern = re.compile("["
u"\U0001F600-\U0001F64F" # emoticons
u"\U0001F300-\U0001F5FF" # symbols & pictographs
u"\U0001F680-\U0001F6FF" # transport & map symbols
u"\U0001F1E0-\U0001F1FF" # flags (iOS)
u"\U00002702-\U000027B0"
u"\U000024C2-\U0001F251"
"]+", flags=re.UNICODE)
return emoji_pattern.sub(r'', string)
remove_emoji("game is on 🔥🔥")
'game is on '
remove_emoji("Hilarious😂")
'Hilarious'
Removal of Emoticons
This is what we did in the last step right? Nope. We did remove emojis in the last step but not emoticons. There is a minor difference between emojis and emoticons.
From Grammarist.com, emoticon is built from keyboard characters that when put together in a certain way represent a facial expression, an emoji is an actual image.
:-) is an emoticon
😀 is an emoji
Please note again that the removal of emojis / emoticons are not always preferred and decision should be made based on the use case at hand.
EMOTICONS = {
u":‑\)":"Happy face or smiley",
u":\)":"Happy face or smiley",
u":-\]":"Happy face or smiley",
u":\]":"Happy face or smiley",
u":-3":"Happy face smiley",
u":3":"Happy face smiley",
u":->":"Happy face smiley",
u":>":"Happy face smiley",
u"8-\)":"Happy face smiley",
u":o\)":"Happy face smiley",
u":-\}":"Happy face smiley",
u":\}":"Happy face smiley",
u":-\)":"Happy face smiley",
u":c\)":"Happy face smiley",
u":\^\)":"Happy face smiley",
u"=\]":"Happy face smiley",
u"=\)":"Happy face smiley",
u":‑D":"Laughing, big grin or laugh with glasses",
u":D":"Laughing, big grin or laugh with glasses",
u"8‑D":"Laughing, big grin or laugh with glasses",
u"8D":"Laughing, big grin or laugh with glasses",
u"X‑D":"Laughing, big grin or laugh with glasses",
u"XD":"Laughing, big grin or laugh with glasses",
u"=D":"Laughing, big grin or laugh with glasses",
u"=3":"Laughing, big grin or laugh with glasses",
u"B\^D":"Laughing, big grin or laugh with glasses",
u":-\)\)":"Very happy",
u":‑\(":"Frown, sad, andry or pouting",
u":-\(":"Frown, sad, andry or pouting",
u":\(":"Frown, sad, andry or pouting",
u":‑c":"Frown, sad, andry or pouting",
u":c":"Frown, sad, andry or pouting",
u":‑<":"Frown, sad, andry or pouting",
u":<":"Frown, sad, andry or pouting",
u":‑\[":"Frown, sad, andry or pouting",
u":\[":"Frown, sad, andry or pouting",
u":-\|\|":"Frown, sad, andry or pouting",
u">:\[":"Frown, sad, andry or pouting",
u":\{":"Frown, sad, andry or pouting",
u":@":"Frown, sad, andry or pouting",
u">:\(":"Frown, sad, andry or pouting",
u":'‑\(":"Crying",
u":'\(":"Crying",
u":'‑\)":"Tears of happiness",
u":'\)":"Tears of happiness",
u"D‑':":"Horror",
u"D:<":"Disgust",
u"D:":"Sadness",
u"D8":"Great dismay",
u"D;":"Great dismay",
u"D=":"Great dismay",
u"DX":"Great dismay",
u":‑O":"Surprise",
u":O":"Surprise",
u":‑o":"Surprise",
u":o":"Surprise",
u":-0":"Shock",
u"8‑0":"Yawn",
u">:O":"Yawn",
u":-\*":"Kiss",
u":\*":"Kiss",
u":X":"Kiss",
u";‑\)":"Wink or smirk",
u";\)":"Wink or smirk",
u"\*-\)":"Wink or smirk",
u"\*\)":"Wink or smirk",
u";‑\]":"Wink or smirk",
u";\]":"Wink or smirk",
u";\^\)":"Wink or smirk",
u":‑,":"Wink or smirk",
u";D":"Wink or smirk",
u":‑P":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u":P":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u"X‑P":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u"XP":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u":‑Þ":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u":Þ":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u":b":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u"d:":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u"=p":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u">:P":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u":‑/":"Skeptical, annoyed, undecided, uneasy or hesitant",
u":/":"Skeptical, annoyed, undecided, uneasy or hesitant",
u":-[.]":"Skeptical, annoyed, undecided, uneasy or hesitant",
u">:[(\\\)]":"Skeptical, annoyed, undecided, uneasy or hesitant",
u">:/":"Skeptical, annoyed, undecided, uneasy or hesitant",
u":[(\\\)]":"Skeptical, annoyed, undecided, uneasy or hesitant",
u"=/":"Skeptical, annoyed, undecided, uneasy or hesitant",
u"=[(\\\)]":"Skeptical, annoyed, undecided, uneasy or hesitant",
u":L":"Skeptical, annoyed, undecided, uneasy or hesitant",
u"=L":"Skeptical, annoyed, undecided, uneasy or hesitant",
u":S":"Skeptical, annoyed, undecided, uneasy or hesitant",
u":‑\|":"Straight face",
u":\|":"Straight face",
u":$":"Embarrassed or blushing",
u":‑x":"Sealed lips or wearing braces or tongue-tied",
u":x":"Sealed lips or wearing braces or tongue-tied",
u":‑#":"Sealed lips or wearing braces or tongue-tied",
u":#":"Sealed lips or wearing braces or tongue-tied",
u":‑&":"Sealed lips or wearing braces or tongue-tied",
u":&":"Sealed lips or wearing braces or tongue-tied",
u"O:‑\)":"Angel, saint or innocent",
u"O:\)":"Angel, saint or innocent",
u"0:‑3":"Angel, saint or innocent",
u"0:3":"Angel, saint or innocent",
u"0:‑\)":"Angel, saint or innocent",
u"0:\)":"Angel, saint or innocent",
u":‑b":"Tongue sticking out, cheeky, playful or blowing a raspberry",
u"0;\^\)":"Angel, saint or innocent",
u">:‑\)":"Evil or devilish",
u">:\)":"Evil or devilish",
u"\}:‑\)":"Evil or devilish",
u"\}:\)":"Evil or devilish",
u"3:‑\)":"Evil or devilish",
u"3:\)":"Evil or devilish",
u">;\)":"Evil or devilish",
u"\|;‑\)":"Cool",
u"\|‑O":"Bored",
u":‑J":"Tongue-in-cheek",
u"#‑\)":"Party all night",
u"%‑\)":"Drunk or confused",
u"%\)":"Drunk or confused",
u":-###..":"Being sick",
u":###..":"Being sick",
u"<:‑\|":"Dump",
u"\(>_<\)":"Troubled",
u"\(>_<\)>":"Troubled",
u"\(';'\)":"Baby",
u"\(\^\^>``":"Nervous or Embarrassed or Troubled or Shy or Sweat drop",
u"\(\^_\^;\)":"Nervous or Embarrassed or Troubled or Shy or Sweat drop",
u"\(-_-;\)":"Nervous or Embarrassed or Troubled or Shy or Sweat drop",
u"\(~_~;\) \(・\.・;\)":"Nervous or Embarrassed or Troubled or Shy or Sweat drop",
u"\(-_-\)zzz":"Sleeping",
u"\(\^_-\)":"Wink",
u"\(\(\+_\+\)\)":"Confused",
u"\(\+o\+\)":"Confused",
u"\(o\|o\)":"Ultraman",
u"\^_\^":"Joyful",
u"\(\^_\^\)/":"Joyful",
u"\(\^O\^\)／":"Joyful",
u"\(\^o\^\)／":"Joyful",
u"\(__\)":"Kowtow as a sign of respect, or dogeza for apology",
u"_\(\._\.\)_":"Kowtow as a sign of respect, or dogeza for apology",
u"<\(_ _\)>":"Kowtow as a sign of respect, or dogeza for apology",
u"<m\(__\)m>":"Kowtow as a sign of respect, or dogeza for apology",
u"m\(__\)m":"Kowtow as a sign of respect, or dogeza for apology",
u"m\(_ _\)m":"Kowtow as a sign of respect, or dogeza for apology",
u"\('_'\)":"Sad or Crying",
u"\(/_;\)":"Sad or Crying",
u"\(T_T\) \(;_;\)":"Sad or Crying",
u"\(;_;":"Sad of Crying",
u"\(;_:\)":"Sad or Crying",
u"\(;O;\)":"Sad or Crying",
u"\(:_;\)":"Sad or Crying",
u"\(ToT\)":"Sad or Crying",
u";_;":"Sad or Crying",
u";-;":"Sad or Crying",
u";n;":"Sad or Crying",
u";;":"Sad or Crying",
u"Q\.Q":"Sad or Crying",
u"T\.T":"Sad or Crying",
u"QQ":"Sad or Crying",
u"Q_Q":"Sad or Crying",
u"\(-\.-\)":"Shame",
u"\(-_-\)":"Shame",
u"\(一一\)":"Shame",
u"\(；一_一\)":"Shame",
u"\(=_=\)":"Tired",
u"\(=\^\·\^=\)":"cat",
u"\(=\^\·\·\^=\)":"cat",
u"=_\^= ":"cat",
u"\(\.\.\)":"Looking down",
u"\(\._\.\)":"Looking down",
u"\^m\^":"Giggling with hand covering mouth",
u"\(\・\・?":"Confusion",
u"\(?_?\)":"Confusion",
u">\^_\^<":"Normal Laugh",
u"<\^!\^>":"Normal Laugh",
u"\^/\^":"Normal Laugh",
u"\（\*\^_\^\*）" :"Normal Laugh",
u"\(\^<\^\) \(\^\.\^\)":"Normal Laugh",
u"\(^\^\)":"Normal Laugh",
u"\(\^\.\^\)":"Normal Laugh",
u"\(\^_\^\.\)":"Normal Laugh",
u"\(\^_\^\)":"Normal Laugh",
u"\(\^\^\)":"Normal Laugh",
u"\(\^J\^\)":"Normal Laugh",
u"\(\*\^\.\^\*\)":"Normal Laugh",
u"\(\^—\^\）":"Normal Laugh",
u"\(#\^\.\^#\)":"Normal Laugh",
u"\（\^—\^\）":"Waving",
u"\(;_;\)/~~~":"Waving",
u"\(\^\.\^\)/~~~":"Waving",
u"\(-_-\)/~~~ \($\·\·\)/~~~":"Waving",
u"\(T_T\)/~~~":"Waving",
u"\(ToT\)/~~~":"Waving",
u"\(\*\^0\^\*\)":"Excited",
u"\(\*_\*\)":"Amazed",
u"\(\*_\*;":"Amazed",
u"\(\+_\+\) \(@_@\)":"Amazed",
u"\(\*\^\^\)v":"Laughing,Cheerful",
u"\(\^_\^\)v":"Laughing,Cheerful",
u"\(\(d[-_-]b\)\)":"Headphones,Listening to music",
u'\(-"-\)':"Worried",
u"\(ーー;\)":"Worried",
u"\(\^0_0\^\)":"Eyeglasses",
u"\(\＾ｖ\＾\)":"Happy",
u"\(\＾ｕ\＾\)":"Happy",
u"\(\^\)o\(\^\)":"Happy",
u"\(\^O\^\)":"Happy",
u"\(\^o\^\)":"Happy",
u"\)\^o\^\(":"Happy",
u":O o_O":"Surprised",
u"o_0":"Surprised",
u"o\.O":"Surpised",
u"\(o\.o\)":"Surprised",
u"oO":"Surprised",
u"\(\*￣m￣\)":"Dissatisfied",
u"\(‘A`\)":"Snubbed or Deflated"
}
def remove_emoticons(text):
emoticon_pattern = re.compile(u'(' + u'|'.join(k for k in EMOTICONS) + u')')
return emoticon_pattern.sub(r'', text)
remove_emoticons("Hello :-)")
'Hello '
remove_emoticons("I am sad :(")
'I am sad '
Conversion of Emoticon to Words
In the previous step, we have removed the emoticons. In case of use cases like sentiment analysis, the emoticons give some valuable information and so removing them might not be a good solution. What can we do in such cases?
One way is to convert the emoticons to word format so that they can be used in downstream modeling processes.
def convert_emoticons(text):
for emot in EMOTICONS:
text = re.sub(u'('+emot+')', "_".join(EMOTICONS[emot].replace(",","").split()), text)
return text
text = "Hello :-) :-)"
convert_emoticons(text)
'Hello Happy_face_smiley Happy_face_smiley'
text = "I am sad :()"
convert_emoticons(text)
'I am sad Frown_sad_andry_or_poutingConfusion'
This method might be better for some use cases when we do not want to miss out on the emoticon information.
Conversion of Emoji to Words
Now let us do the same for Emojis as well.
Source : We are going to make use of this dictionary to convert the emojis to corresponding words.
Again this conversion might be better than emoji removal for certain use cases. Please use the one that is suitable for the use case.
EMO_UNICODE = {
u':1st_place_medal:': u'\U0001F947',
u':2nd_place_medal:': u'\U0001F948',
u':3rd_place_medal:': u'\U0001F949',
u':AB_button_(blood_type):': u'\U0001F18E',
u':ATM_sign:': u'\U0001F3E7',
u':A_button_(blood_type):': u'\U0001F170',
u':Afghanistan:': u'\U0001F1E6 \U0001F1EB',
u':Albania:': u'\U0001F1E6 \U0001F1F1',
u':Algeria:': u'\U0001F1E9 \U0001F1FF',
u':American_Samoa:': u'\U0001F1E6 \U0001F1F8',
u':Andorra:': u'\U0001F1E6 \U0001F1E9',
u':Angola:': u'\U0001F1E6 \U0001F1F4',
u':Anguilla:': u'\U0001F1E6 \U0001F1EE',
u':Antarctica:': u'\U0001F1E6 \U0001F1F6',
u':Antigua_&_Barbuda:': u'\U0001F1E6 \U0001F1EC',
u':Aquarius:': u'\U00002652',
u':Argentina:': u'\U0001F1E6 \U0001F1F7',
u':Aries:': u'\U00002648',
u':Armenia:': u'\U0001F1E6 \U0001F1F2',
u':Aruba:': u'\U0001F1E6 \U0001F1FC',
u':Ascension_Island:': u'\U0001F1E6 \U0001F1E8',
u':Australia:': u'\U0001F1E6 \U0001F1FA',
u':Austria:': u'\U0001F1E6 \U0001F1F9',
u':Azerbaijan:': u'\U0001F1E6 \U0001F1FF',
u':BACK_arrow:': u'\U0001F519',
u':B_button_(blood_type):': u'\U0001F171',
u':Bahamas:': u'\U0001F1E7 \U0001F1F8',
u':Bahrain:': u'\U0001F1E7 \U0001F1ED',
u':Bangladesh:': u'\U0001F1E7 \U0001F1E9',
u':Barbados:': u'\U0001F1E7 \U0001F1E7',
u':Belarus:': u'\U0001F1E7 \U0001F1FE',
u':Belgium:': u'\U0001F1E7 \U0001F1EA',
u':Belize:': u'\U0001F1E7 \U0001F1FF',
u':Benin:': u'\U0001F1E7 \U0001F1EF',
u':Bermuda:': u'\U0001F1E7 \U0001F1F2',
u':Bhutan:': u'\U0001F1E7 \U0001F1F9',
u':Bolivia:': u'\U0001F1E7 \U0001F1F4',
u':Bosnia_&_Herzegovina:': u'\U0001F1E7 \U0001F1E6',
u':Botswana:': u'\U0001F1E7 \U0001F1FC',
u':Bouvet_Island:': u'\U0001F1E7 \U0001F1FB',
u':Brazil:': u'\U0001F1E7 \U0001F1F7',
u':British_Indian_Ocean_Territory:': u'\U0001F1EE \U0001F1F4',
u':British_Virgin_Islands:': u'\U0001F1FB \U0001F1EC',
u':Brunei:': u'\U0001F1E7 \U0001F1F3',
u':Bulgaria:': u'\U0001F1E7 \U0001F1EC',
u':Burkina_Faso:': u'\U0001F1E7 \U0001F1EB',
u':Burundi:': u'\U0001F1E7 \U0001F1EE',
u':CL_button:': u'\U0001F191',
u':COOL_button:': u'\U0001F192',
u':Cambodia:': u'\U0001F1F0 \U0001F1ED',
u':Cameroon:': u'\U0001F1E8 \U0001F1F2',
u':Canada:': u'\U0001F1E8 \U0001F1E6',
u':Canary_Islands:': u'\U0001F1EE \U0001F1E8',
u':Cancer:': u'\U0000264B',
u':Cape_Verde:': u'\U0001F1E8 \U0001F1FB',
u':Capricorn:': u'\U00002651',
u':Caribbean_Netherlands:': u'\U0001F1E7 \U0001F1F6',
u':Cayman_Islands:': u'\U0001F1F0 \U0001F1FE',
u':Central_African_Republic:': u'\U0001F1E8 \U0001F1EB',
u':Ceuta_&_Melilla:': u'\U0001F1EA \U0001F1E6',
u':Chad:': u'\U0001F1F9 \U0001F1E9',
u':Chile:': u'\U0001F1E8 \U0001F1F1',
u':China:': u'\U0001F1E8 \U0001F1F3',
u':Christmas_Island:': u'\U0001F1E8 \U0001F1FD',
u':Christmas_tree:': u'\U0001F384',
u':Clipperton_Island:': u'\U0001F1E8 \U0001F1F5',
u':Cocos_(Keeling)_Islands:': u'\U0001F1E8 \U0001F1E8',
u':Colombia:': u'\U0001F1E8 \U0001F1F4',
u':Comoros:': u'\U0001F1F0 \U0001F1F2',
u':Congo_-_Brazzaville:': u'\U0001F1E8 \U0001F1EC',
u':Congo_-_Kinshasa:': u'\U0001F1E8 \U0001F1E9',
u':Cook_Islands:': u'\U0001F1E8 \U0001F1F0',
u':Costa_Rica:': u'\U0001F1E8 \U0001F1F7',
u':Croatia:': u'\U0001F1ED \U0001F1F7',
u':Cuba:': u'\U0001F1E8 \U0001F1FA',
u':Curaçao:': u'\U0001F1E8 \U0001F1FC',
u':Cyprus:': u'\U0001F1E8 \U0001F1FE',
u':Czech_Republic:': u'\U0001F1E8 \U0001F1FF',
u':Côte_d’Ivoire:': u'\U0001F1E8 \U0001F1EE',
u':Denmark:': u'\U0001F1E9 \U0001F1F0',
u':Diego_Garcia:': u'\U0001F1E9 \U0001F1EC',
u':Djibouti:': u'\U0001F1E9 \U0001F1EF',
u':Dominica:': u'\U0001F1E9 \U0001F1F2',
u':Dominican_Republic:': u'\U0001F1E9 \U0001F1F4',
u':END_arrow:': u'\U0001F51A',
u':Ecuador:': u'\U0001F1EA \U0001F1E8',
u':Egypt:': u'\U0001F1EA \U0001F1EC',
u':El_Salvador:': u'\U0001F1F8 \U0001F1FB',
u':Equatorial_Guinea:': u'\U0001F1EC \U0001F1F6',
u':Eritrea:': u'\U0001F1EA \U0001F1F7',
u':Estonia:': u'\U0001F1EA \U0001F1EA',
u':Ethiopia:': u'\U0001F1EA \U0001F1F9',
u':European_Union:': u'\U0001F1EA \U0001F1FA',
u':FREE_button:': u'\U0001F193',
u':Falkland_Islands:': u'\U0001F1EB \U0001F1F0',
u':Faroe_Islands:': u'\U0001F1EB \U0001F1F4',
u':Fiji:': u'\U0001F1EB \U0001F1EF',
u':Finland:': u'\U0001F1EB \U0001F1EE',
u':France:': u'\U0001F1EB \U0001F1F7',
u':French_Guiana:': u'\U0001F1EC \U0001F1EB',
u':French_Polynesia:': u'\U0001F1F5 \U0001F1EB',
u':French_Southern_Territories:': u'\U0001F1F9 \U0001F1EB',
u':Gabon:': u'\U0001F1EC \U0001F1E6',
u':Gambia:': u'\U0001F1EC \U0001F1F2',
u':Gemini:': u'\U0000264A',
u':Georgia:': u'\U0001F1EC \U0001F1EA',
u':Germany:': u'\U0001F1E9 \U0001F1EA',
u':Ghana:': u'\U0001F1EC \U0001F1ED',
u':Gibraltar:': u'\U0001F1EC \U0001F1EE',
u':Greece:': u'\U0001F1EC \U0001F1F7',
u':Greenland:': u'\U0001F1EC \U0001F1F1',
u':Grenada:': u'\U0001F1EC \U0001F1E9',
u':Guadeloupe:': u'\U0001F1EC \U0001F1F5',
u':Guam:': u'\U0001F1EC \U0001F1FA',
u':Guatemala:': u'\U0001F1EC \U0001F1F9',
u':Guernsey:': u'\U0001F1EC \U0001F1EC',
u':Guinea:': u'\U0001F1EC \U0001F1F3',
u':Guinea-Bissau:': u'\U0001F1EC \U0001F1FC',
u':Guyana:': u'\U0001F1EC \U0001F1FE',
u':Haiti:': u'\U0001F1ED \U0001F1F9',
u':Heard_&_McDonald_Islands:': u'\U0001F1ED \U0001F1F2',
u':Honduras:': u'\U0001F1ED \U0001F1F3',
u':Hong_Kong_SAR_China:': u'\U0001F1ED \U0001F1F0',
u':Hungary:': u'\U0001F1ED \U0001F1FA',
u':ID_button:': u'\U0001F194',
u':Iceland:': u'\U0001F1EE \U0001F1F8',
u':India:': u'\U0001F1EE \U0001F1F3',
u':Indonesia:': u'\U0001F1EE \U0001F1E9',
u':Iran:': u'\U0001F1EE \U0001F1F7',
u':Iraq:': u'\U0001F1EE \U0001F1F6',
u':Ireland:': u'\U0001F1EE \U0001F1EA',
u':Isle_of_Man:': u'\U0001F1EE \U0001F1F2',
u':Israel:': u'\U0001F1EE \U0001F1F1',
u':Italy:': u'\U0001F1EE \U0001F1F9',
u':Jamaica:': u'\U0001F1EF \U0001F1F2',
u':Japan:': u'\U0001F1EF \U0001F1F5',
u':Japanese_acceptable_button:': u'\U0001F251',
u':Japanese_application_button:': u'\U0001F238',
u':Japanese_bargain_button:': u'\U0001F250',
u':Japanese_castle:': u'\U0001F3EF',
u':Japanese_congratulations_button:': u'\U00003297',
u':Japanese_discount_button:': u'\U0001F239',
u':Japanese_dolls:': u'\U0001F38E',
u':Japanese_free_of_charge_button:': u'\U0001F21A',
u':Japanese_here_button:': u'\U0001F201',
u':Japanese_monthly_amount_button:': u'\U0001F237',
u':Japanese_no_vacancy_button:': u'\U0001F235',
u':Japanese_not_free_of_charge_button:': u'\U0001F236',
u':Japanese_open_for_business_button:': u'\U0001F23A',
u':Japanese_passing_grade_button:': u'\U0001F234',
u':Japanese_post_office:': u'\U0001F3E3',
u':Japanese_prohibited_button:': u'\U0001F232',
u':Japanese_reserved_button:': u'\U0001F22F',
u':Japanese_secret_button:': u'\U00003299',
u':Japanese_service_charge_button:': u'\U0001F202',
u':Japanese_symbol_for_beginner:': u'\U0001F530',
u':Japanese_vacancy_button:': u'\U0001F233',
u':Jersey:': u'\U0001F1EF \U0001F1EA',
u':Jordan:': u'\U0001F1EF \U0001F1F4',
u':Kazakhstan:': u'\U0001F1F0 \U0001F1FF',
u':Kenya:': u'\U0001F1F0 \U0001F1EA',
u':Kiribati:': u'\U0001F1F0 \U0001F1EE',
u':Kosovo:': u'\U0001F1FD \U0001F1F0',
u':Kuwait:': u'\U0001F1F0 \U0001F1FC',
u':Kyrgyzstan:': u'\U0001F1F0 \U0001F1EC',
u':Laos:': u'\U0001F1F1 \U0001F1E6',
u':Latvia:': u'\U0001F1F1 \U0001F1FB',
u':Lebanon:': u'\U0001F1F1 \U0001F1E7',
u':Leo:': u'\U0000264C',
u':Lesotho:': u'\U0001F1F1 \U0001F1F8',
u':Liberia:': u'\U0001F1F1 \U0001F1F7',
u':Libra:': u'\U0000264E',
u':Libya:': u'\U0001F1F1 \U0001F1FE',
u':Liechtenstein:': u'\U0001F1F1 \U0001F1EE',
u':Lithuania:': u'\U0001F1F1 \U0001F1F9',
u':Luxembourg:': u'\U0001F1F1 \U0001F1FA',
u':Macau_SAR_China:': u'\U0001F1F2 \U0001F1F4',
u':Macedonia:': u'\U0001F1F2 \U0001F1F0',
u':Madagascar:': u'\U0001F1F2 \U0001F1EC',
u':Malawi:': u'\U0001F1F2 \U0001F1FC',
u':Malaysia:': u'\U0001F1F2 \U0001F1FE',
u':Maldives:': u'\U0001F1F2 \U0001F1FB',
u':Mali:': u'\U0001F1F2 \U0001F1F1',
u':Malta:': u'\U0001F1F2 \U0001F1F9',
u':Marshall_Islands:': u'\U0001F1F2 \U0001F1ED',
u':Martinique:': u'\U0001F1F2 \U0001F1F6',
u':Mauritania:': u'\U0001F1F2 \U0001F1F7',
u':Mauritius:': u'\U0001F1F2 \U0001F1FA',
u':Mayotte:': u'\U0001F1FE \U0001F1F9',
u':Mexico:': u'\U0001F1F2 \U0001F1FD',
u':Micronesia:': u'\U0001F1EB \U0001F1F2',
u':Moldova:': u'\U0001F1F2 \U0001F1E9',
u':Monaco:': u'\U0001F1F2 \U0001F1E8',
u':Mongolia:': u'\U0001F1F2 \U0001F1F3',
u':Montenegro:': u'\U0001F1F2 \U0001F1EA',
u':Montserrat:': u'\U0001F1F2 \U0001F1F8',
u':Morocco:': u'\U0001F1F2 \U0001F1E6',
u':Mozambique:': u'\U0001F1F2 \U0001F1FF',
u':Mrs._Claus:': u'\U0001F936',
u':Mrs._Claus_dark_skin_tone:': u'\U0001F936 \U0001F3FF',
u':Mrs._Claus_light_skin_tone:': u'\U0001F936 \U0001F3FB',
u':Mrs._Claus_medium-dark_skin_tone:': u'\U0001F936 \U0001F3FE',
u':Mrs._Claus_medium-light_skin_tone:': u'\U0001F936 \U0001F3FC',
u':Mrs._Claus_medium_skin_tone:': u'\U0001F936 \U0001F3FD',
u':Myanmar_(Burma):': u'\U0001F1F2 \U0001F1F2',
u':NEW_button:': u'\U0001F195',
u':NG_button:': u'\U0001F196',
u':Namibia:': u'\U0001F1F3 \U0001F1E6',
u':Nauru:': u'\U0001F1F3 \U0001F1F7',
u':Nepal:': u'\U0001F1F3 \U0001F1F5',
u':Netherlands:': u'\U0001F1F3 \U0001F1F1',
u':New_Caledonia:': u'\U0001F1F3 \U0001F1E8',
u':New_Zealand:': u'\U0001F1F3 \U0001F1FF',
u':Nicaragua:': u'\U0001F1F3 \U0001F1EE',
u':Niger:': u'\U0001F1F3 \U0001F1EA',
u':Nigeria:': u'\U0001F1F3 \U0001F1EC',
u':Niue:': u'\U0001F1F3 \U0001F1FA',
u':Norfolk_Island:': u'\U0001F1F3 \U0001F1EB',
u':North_Korea:': u'\U0001F1F0 \U0001F1F5',
u':Northern_Mariana_Islands:': u'\U0001F1F2 \U0001F1F5',
u':Norway:': u'\U0001F1F3 \U0001F1F4',
u':OK_button:': u'\U0001F197',
u':OK_hand:': u'\U0001F44C',
u':OK_hand_dark_skin_tone:': u'\U0001F44C \U0001F3FF',
u':OK_hand_light_skin_tone:': u'\U0001F44C \U0001F3FB',
u':OK_hand_medium-dark_skin_tone:': u'\U0001F44C \U0001F3FE',
u':OK_hand_medium-light_skin_tone:': u'\U0001F44C \U0001F3FC',
u':OK_hand_medium_skin_tone:': u'\U0001F44C \U0001F3FD',
u':ON!_arrow:': u'\U0001F51B',
u':O_button_(blood_type):': u'\U0001F17E',
u':Oman:': u'\U0001F1F4 \U0001F1F2',
u':Ophiuchus:': u'\U000026CE',
u':P_button:': u'\U0001F17F',
u':Pakistan:': u'\U0001F1F5 \U0001F1F0',
u':Palau:': u'\U0001F1F5 \U0001F1FC',
u':Palestinian_Territories:': u'\U0001F1F5 \U0001F1F8',
u':Panama:': u'\U0001F1F5 \U0001F1E6',
u':Papua_New_Guinea:': u'\U0001F1F5 \U0001F1EC',
u':Paraguay:': u'\U0001F1F5 \U0001F1FE',
u':Peru:': u'\U0001F1F5 \U0001F1EA',
u':Philippines:': u'\U0001F1F5 \U0001F1ED',
u':Pisces:': u'\U00002653',
u':Pitcairn_Islands:': u'\U0001F1F5 \U0001F1F3',
u':Poland:': u'\U0001F1F5 \U0001F1F1',
u':Portugal:': u'\U0001F1F5 \U0001F1F9',
u':Puerto_Rico:': u'\U0001F1F5 \U0001F1F7',
u':Qatar:': u'\U0001F1F6 \U0001F1E6',
u':Romania:': u'\U0001F1F7 \U0001F1F4',
u':Russia:': u'\U0001F1F7 \U0001F1FA',
u':Rwanda:': u'\U0001F1F7 \U0001F1FC',
u':Réunion:': u'\U0001F1F7 \U0001F1EA',
u':SOON_arrow:': u'\U0001F51C',
u':SOS_button:': u'\U0001F198',
u':Sagittarius:': u'\U00002650',
u':Samoa:': u'\U0001F1FC \U0001F1F8',
u':San_Marino:': u'\U0001F1F8 \U0001F1F2',
u':Santa_Claus:': u'\U0001F385',
u':Santa_Claus_dark_skin_tone:': u'\U0001F385 \U0001F3FF',
u':Santa_Claus_light_skin_tone:': u'\U0001F385 \U0001F3FB',
u':Santa_Claus_medium-dark_skin_tone:': u'\U0001F385 \U0001F3FE',
u':Santa_Claus_medium-light_skin_tone:': u'\U0001F385 \U0001F3FC',
u':Santa_Claus_medium_skin_tone:': u'\U0001F385 \U0001F3FD',
u':Saudi_Arabia:': u'\U0001F1F8 \U0001F1E6',
u':Scorpius:': u'\U0000264F',
u':Senegal:': u'\U0001F1F8 \U0001F1F3',
u':Serbia:': u'\U0001F1F7 \U0001F1F8',
u':Seychelles:': u'\U0001F1F8 \U0001F1E8',
u':Sierra_Leone:': u'\U0001F1F8 \U0001F1F1',
u':Singapore:': u'\U0001F1F8 \U0001F1EC',
u':Sint_Maarten:': u'\U0001F1F8 \U0001F1FD',
u':Slovakia:': u'\U0001F1F8 \U0001F1F0',
u':Slovenia:': u'\U0001F1F8 \U0001F1EE',
u':Solomon_Islands:': u'\U0001F1F8 \U0001F1E7',
u':Somalia:': u'\U0001F1F8 \U0001F1F4',
u':South_Africa:': u'\U0001F1FF \U0001F1E6',
u':South_Georgia_&_South_Sandwich_Islands:': u'\U0001F1EC \U0001F1F8',
u':South_Korea:': u'\U0001F1F0 \U0001F1F7',
u':South_Sudan:': u'\U0001F1F8 \U0001F1F8',
u':Spain:': u'\U0001F1EA \U0001F1F8',
u':Sri_Lanka:': u'\U0001F1F1 \U0001F1F0',
u':St._Barthélemy:': u'\U0001F1E7 \U0001F1F1',
u':St._Helena:': u'\U0001F1F8 \U0001F1ED',
u':St._Kitts_&_Nevis:': u'\U0001F1F0 \U0001F1F3',
u':St._Lucia:': u'\U0001F1F1 \U0001F1E8',
u':St._Martin:': u'\U0001F1F2 \U0001F1EB',
u':St._Pierre_&_Miquelon:': u'\U0001F1F5 \U0001F1F2',
u':St._Vincent_&_Grenadines:': u'\U0001F1FB \U0001F1E8',
u':Statue_of_Liberty:': u'\U0001F5FD',
u':Sudan:': u'\U0001F1F8 \U0001F1E9',
u':Suriname:': u'\U0001F1F8 \U0001F1F7',
u':Svalbard_&_Jan_Mayen:': u'\U0001F1F8 \U0001F1EF',
u':Swaziland:': u'\U0001F1F8 \U0001F1FF',
u':Sweden:': u'\U0001F1F8 \U0001F1EA',
u':Switzerland:': u'\U0001F1E8 \U0001F1ED',
u':Syria:': u'\U0001F1F8 \U0001F1FE',
u':São_Tomé_&_Príncipe:': u'\U0001F1F8 \U0001F1F9',
u':TOP_arrow:': u'\U0001F51D',
u':Taiwan:': u'\U0001F1F9 \U0001F1FC',
u':Tajikistan:': u'\U0001F1F9 \U0001F1EF',
u':Tanzania:': u'\U0001F1F9 \U0001F1FF',
u':Taurus:': u'\U00002649',
u':Thailand:': u'\U0001F1F9 \U0001F1ED',
u':Timor-Leste:': u'\U0001F1F9 \U0001F1F1',
u':Togo:': u'\U0001F1F9 \U0001F1EC',
u':Tokelau:': u'\U0001F1F9 \U0001F1F0',
u':Tokyo_tower:': u'\U0001F5FC',
u':Tonga:': u'\U0001F1F9 \U0001F1F4',
u':Trinidad_&_Tobago:': u'\U0001F1F9 \U0001F1F9',
u':Tristan_da_Cunha:': u'\U0001F1F9 \U0001F1E6',
u':Tunisia:': u'\U0001F1F9 \U0001F1F3',
u':Turkey:': u'\U0001F1F9 \U0001F1F7',
u':Turkmenistan:': u'\U0001F1F9 \U0001F1F2',
u':Turks_&_Caicos_Islands:': u'\U0001F1F9 \U0001F1E8',
u':Tuvalu:': u'\U0001F1F9 \U0001F1FB',
u':U.S._Outlying_Islands:': u'\U0001F1FA \U0001F1F2',
u':U.S._Virgin_Islands:': u'\U0001F1FB \U0001F1EE',
u':UP!_button:': u'\U0001F199',
u':Uganda:': u'\U0001F1FA \U0001F1EC',
u':Ukraine:': u'\U0001F1FA \U0001F1E6',
u':United_Arab_Emirates:': u'\U0001F1E6 \U0001F1EA',
u':United_Kingdom:': u'\U0001F1EC \U0001F1E7',
u':United_Nations:': u'\U0001F1FA \U0001F1F3',
u':United_States:': u'\U0001F1FA \U0001F1F8',
u':Uruguay:': u'\U0001F1FA \U0001F1FE',
u':Uzbekistan:': u'\U0001F1FA \U0001F1FF',
u':VS_button:': u'\U0001F19A',
u':Vanuatu:': u'\U0001F1FB \U0001F1FA',
u':Vatican_City:': u'\U0001F1FB \U0001F1E6',
u':Venezuela:': u'\U0001F1FB \U0001F1EA',
u':Vietnam:': u'\U0001F1FB \U0001F1F3',
u':Virgo:': u'\U0000264D',
u':Wallis_&_Futuna:': u'\U0001F1FC \U0001F1EB',
u':Western_Sahara:': u'\U0001F1EA \U0001F1ED',
u':Yemen:': u'\U0001F1FE \U0001F1EA',
u':Zambia:': u'\U0001F1FF \U0001F1F2',
u':Zimbabwe:': u'\U0001F1FF \U0001F1FC',
u':admission_tickets:': u'\U0001F39F',
u':aerial_tramway:': u'\U0001F6A1',
u':airplane:': u'\U00002708',
u':airplane_arrival:': u'\U0001F6EC',
u':airplane_departure:': u'\U0001F6EB',
u':alarm_clock:': u'\U000023F0',
u':alembic:': u'\U00002697',
u':alien:': u'\U0001F47D',
u':alien_monster:': u'\U0001F47E',
u':ambulance:': u'\U0001F691',
u':american_football:': u'\U0001F3C8',
u':amphora:': u'\U0001F3FA',
u':anchor:': u'\U00002693',
u':anger_symbol:': u'\U0001F4A2',
u':angry_face:': u'\U0001F620',
u':angry_face_with_horns:': u'\U0001F47F',
u':anguished_face:': u'\U0001F627',
u':ant:': u'\U0001F41C',
u':antenna_bars:': u'\U0001F4F6',
u':anticlockwise_arrows_button:': u'\U0001F504',
u':articulated_lorry:': u'\U0001F69B',
u':artist_palette:': u'\U0001F3A8',
u':astonished_face:': u'\U0001F632',
u':atom_symbol:': u'\U0000269B',
u':automobile:': u'\U0001F697',
u':avocado:': u'\U0001F951',
u':baby:': u'\U0001F476',
u':baby_angel:': u'\U0001F47C',
u':baby_angel_dark_skin_tone:': u'\U0001F47C \U0001F3FF',
u':baby_angel_light_skin_tone:': u'\U0001F47C \U0001F3FB',
u':baby_angel_medium-dark_skin_tone:': u'\U0001F47C \U0001F3FE',
u':baby_angel_medium-light_skin_tone:': u'\U0001F47C \U0001F3FC',
u':baby_angel_medium_skin_tone:': u'\U0001F47C \U0001F3FD',
u':baby_bottle:': u'\U0001F37C',
u':baby_chick:': u'\U0001F424',
u':baby_dark_skin_tone:': u'\U0001F476 \U0001F3FF',
u':baby_light_skin_tone:': u'\U0001F476 \U0001F3FB',
u':baby_medium-dark_skin_tone:': u'\U0001F476 \U0001F3FE',
u':baby_medium-light_skin_tone:': u'\U0001F476 \U0001F3FC',
u':baby_medium_skin_tone:': u'\U0001F476 \U0001F3FD',
u':baby_symbol:': u'\U0001F6BC',
u':backhand_index_pointing_down:': u'\U0001F447',
u':backhand_index_pointing_down_dark_skin_tone:': u'\U0001F447 \U0001F3FF',
u':backhand_index_pointing_down_light_skin_tone:': u'\U0001F447 \U0001F3FB',
u':backhand_index_pointing_down_medium-dark_skin_tone:': u'\U0001F447 \U0001F3FE',
u':backhand_index_pointing_down_medium-light_skin_tone:': u'\U0001F447 \U0001F3FC',
u':backhand_index_pointing_down_medium_skin_tone:': u'\U0001F447 \U0001F3FD',
u':backhand_index_pointing_left:': u'\U0001F448',
u':backhand_index_pointing_left_dark_skin_tone:': u'\U0001F448 \U0001F3FF',
u':backhand_index_pointing_left_light_skin_tone:': u'\U0001F448 \U0001F3FB',
u':backhand_index_pointing_left_medium-dark_skin_tone:': u'\U0001F448 \U0001F3FE',
u':backhand_index_pointing_left_medium-light_skin_tone:': u'\U0001F448 \U0001F3FC',
u':backhand_index_pointing_left_medium_skin_tone:': u'\U0001F448 \U0001F3FD',
u':backhand_index_pointing_right:': u'\U0001F449',
u':backhand_index_pointing_right_dark_skin_tone:': u'\U0001F449 \U0001F3FF',
u':backhand_index_pointing_right_light_skin_tone:': u'\U0001F449 \U0001F3FB',
u':backhand_index_pointing_right_medium-dark_skin_tone:': u'\U0001F449 \U0001F3FE',
u':backhand_index_pointing_right_medium-light_skin_tone:': u'\U0001F449 \U0001F3FC',
u':backhand_index_pointing_right_medium_skin_tone:': u'\U0001F449 \U0001F3FD',
u':backhand_index_pointing_up:': u'\U0001F446',
u':backhand_index_pointing_up_dark_skin_tone:': u'\U0001F446 \U0001F3FF',
u':backhand_index_pointing_up_light_skin_tone:': u'\U0001F446 \U0001F3FB',
u':backhand_index_pointing_up_medium-dark_skin_tone:': u'\U0001F446 \U0001F3FE',
u':backhand_index_pointing_up_medium-light_skin_tone:': u'\U0001F446 \U0001F3FC',
u':backhand_index_pointing_up_medium_skin_tone:': u'\U0001F446 \U0001F3FD',
u':bacon:': u'\U0001F953',
u':badminton:': u'\U0001F3F8',
u':baggage_claim:': u'\U0001F6C4',
u':baguette_bread:': u'\U0001F956',
u':balance_scale:': u'\U00002696',
u':balloon:': u'\U0001F388',
u':ballot_box_with_ballot:': u'\U0001F5F3',
u':ballot_box_with_check:': u'\U00002611',
u':banana:': u'\U0001F34C',
u':bank:': u'\U0001F3E6',
u':bar_chart:': u'\U0001F4CA',
u':barber_pole:': u'\U0001F488',
u':baseball:': u'\U000026BE',
u':basketball:': u'\U0001F3C0',
u':bat:': u'\U0001F987',
u':bathtub:': u'\U0001F6C1',
u':battery:': u'\U0001F50B',
u':beach_with_umbrella:': u'\U0001F3D6',
u':bear_face:': u'\U0001F43B',
u':beating_heart:': u'\U0001F493',
u':bed:': u'\U0001F6CF',
u':beer_mug:': u'\U0001F37A',
u':bell:': u'\U0001F514',
u':bell_with_slash:': u'\U0001F515',
u':bellhop_bell:': u'\U0001F6CE',
u':bento_box:': u'\U0001F371',
u':bicycle:': u'\U0001F6B2',
u':bikini:': u'\U0001F459',
u':biohazard:': u'\U00002623',
u':bird:': u'\U0001F426',
u':birthday_cake:': u'\U0001F382',
u':black_circle:': u'\U000026AB',
u':black_flag:': u'\U0001F3F4',
u':black_heart:': u'\U0001F5A4',
u':black_large_square:': u'\U00002B1B',
u':black_medium-small_square:': u'\U000025FE',
u':black_medium_square:': u'\U000025FC',
u':black_nib:': u'\U00002712',
u':black_small_square:': u'\U000025AA',
u':black_square_button:': u'\U0001F532',
u':blond-haired_man:': u'\U0001F471 \U0000200D \U00002642 \U0000FE0F',
u':blond-haired_man_dark_skin_tone:': u'\U0001F471 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':blond-haired_man_light_skin_tone:': u'\U0001F471 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':blond-haired_man_medium-dark_skin_tone:': u'\U0001F471 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':blond-haired_man_medium-light_skin_tone:': u'\U0001F471 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':blond-haired_man_medium_skin_tone:': u'\U0001F471 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':blond-haired_person:': u'\U0001F471',
u':blond-haired_person_dark_skin_tone:': u'\U0001F471 \U0001F3FF',
u':blond-haired_person_light_skin_tone:': u'\U0001F471 \U0001F3FB',
u':blond-haired_person_medium-dark_skin_tone:': u'\U0001F471 \U0001F3FE',
u':blond-haired_person_medium-light_skin_tone:': u'\U0001F471 \U0001F3FC',
u':blond-haired_person_medium_skin_tone:': u'\U0001F471 \U0001F3FD',
u':blond-haired_woman:': u'\U0001F471 \U0000200D \U00002640 \U0000FE0F',
u':blond-haired_woman_dark_skin_tone:': u'\U0001F471 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':blond-haired_woman_light_skin_tone:': u'\U0001F471 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':blond-haired_woman_medium-dark_skin_tone:': u'\U0001F471 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':blond-haired_woman_medium-light_skin_tone:': u'\U0001F471 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':blond-haired_woman_medium_skin_tone:': u'\U0001F471 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':blossom:': u'\U0001F33C',
u':blowfish:': u'\U0001F421',
u':blue_book:': u'\U0001F4D8',
u':blue_circle:': u'\U0001F535',
u':blue_heart:': u'\U0001F499',
u':boar:': u'\U0001F417',
u':bomb:': u'\U0001F4A3',
u':bookmark:': u'\U0001F516',
u':bookmark_tabs:': u'\U0001F4D1',
u':books:': u'\U0001F4DA',
u':bottle_with_popping_cork:': u'\U0001F37E',
u':bouquet:': u'\U0001F490',
u':bow_and_arrow:': u'\U0001F3F9',
u':bowling:': u'\U0001F3B3',
u':boxing_glove:': u'\U0001F94A',
u':boy:': u'\U0001F466',
u':boy_dark_skin_tone:': u'\U0001F466 \U0001F3FF',
u':boy_light_skin_tone:': u'\U0001F466 \U0001F3FB',
u':boy_medium-dark_skin_tone:': u'\U0001F466 \U0001F3FE',
u':boy_medium-light_skin_tone:': u'\U0001F466 \U0001F3FC',
u':boy_medium_skin_tone:': u'\U0001F466 \U0001F3FD',
u':bread:': u'\U0001F35E',
u':bride_with_veil:': u'\U0001F470',
u':bride_with_veil_dark_skin_tone:': u'\U0001F470 \U0001F3FF',
u':bride_with_veil_light_skin_tone:': u'\U0001F470 \U0001F3FB',
u':bride_with_veil_medium-dark_skin_tone:': u'\U0001F470 \U0001F3FE',
u':bride_with_veil_medium-light_skin_tone:': u'\U0001F470 \U0001F3FC',
u':bride_with_veil_medium_skin_tone:': u'\U0001F470 \U0001F3FD',
u':bridge_at_night:': u'\U0001F309',
u':briefcase:': u'\U0001F4BC',
u':bright_button:': u'\U0001F506',
u':broken_heart:': u'\U0001F494',
u':bug:': u'\U0001F41B',
u':building_construction:': u'\U0001F3D7',
u':burrito:': u'\U0001F32F',
u':bus:': u'\U0001F68C',
u':bus_stop:': u'\U0001F68F',
u':bust_in_silhouette:': u'\U0001F464',
u':busts_in_silhouette:': u'\U0001F465',
u':butterfly:': u'\U0001F98B',
u':cactus:': u'\U0001F335',
u':calendar:': u'\U0001F4C5',
u':call_me_hand:': u'\U0001F919',
u':call_me_hand_dark_skin_tone:': u'\U0001F919 \U0001F3FF',
u':call_me_hand_light_skin_tone:': u'\U0001F919 \U0001F3FB',
u':call_me_hand_medium-dark_skin_tone:': u'\U0001F919 \U0001F3FE',
u':call_me_hand_medium-light_skin_tone:': u'\U0001F919 \U0001F3FC',
u':call_me_hand_medium_skin_tone:': u'\U0001F919 \U0001F3FD',
u':camel:': u'\U0001F42A',
u':camera:': u'\U0001F4F7',
u':camera_with_flash:': u'\U0001F4F8',
u':camping:': u'\U0001F3D5',
u':candle:': u'\U0001F56F',
u':candy:': u'\U0001F36C',
u':canoe:': u'\U0001F6F6',
u':card_file_box:': u'\U0001F5C3',
u':card_index:': u'\U0001F4C7',
u':card_index_dividers:': u'\U0001F5C2',
u':carousel_horse:': u'\U0001F3A0',
u':carp_streamer:': u'\U0001F38F',
u':carrot:': u'\U0001F955',
u':castle:': u'\U0001F3F0',
u':cat:': u'\U0001F408',
u':cat_face:': u'\U0001F431',
u':cat_face_with_tears_of_joy:': u'\U0001F639',
u':cat_face_with_wry_smile:': u'\U0001F63C',
u':chains:': u'\U000026D3',
u':chart_decreasing:': u'\U0001F4C9',
u':chart_increasing:': u'\U0001F4C8',
u':chart_increasing_with_yen:': u'\U0001F4B9',
u':cheese_wedge:': u'\U0001F9C0',
u':chequered_flag:': u'\U0001F3C1',
u':cherries:': u'\U0001F352',
u':cherry_blossom:': u'\U0001F338',
u':chestnut:': u'\U0001F330',
u':chicken:': u'\U0001F414',
u':children_crossing:': u'\U0001F6B8',
u':chipmunk:': u'\U0001F43F',
u':chocolate_bar:': u'\U0001F36B',
u':church:': u'\U000026EA',
u':cigarette:': u'\U0001F6AC',
u':cinema:': u'\U0001F3A6',
u':circled_M:': u'\U000024C2',
u':circus_tent:': u'\U0001F3AA',
u':cityscape:': u'\U0001F3D9',
u':cityscape_at_dusk:': u'\U0001F306',
u':clamp:': u'\U0001F5DC',
u':clapper_board:': u'\U0001F3AC',
u':clapping_hands:': u'\U0001F44F',
u':clapping_hands_dark_skin_tone:': u'\U0001F44F \U0001F3FF',
u':clapping_hands_light_skin_tone:': u'\U0001F44F \U0001F3FB',
u':clapping_hands_medium-dark_skin_tone:': u'\U0001F44F \U0001F3FE',
u':clapping_hands_medium-light_skin_tone:': u'\U0001F44F \U0001F3FC',
u':clapping_hands_medium_skin_tone:': u'\U0001F44F \U0001F3FD',
u':classical_building:': u'\U0001F3DB',
u':clinking_beer_mugs:': u'\U0001F37B',
u':clinking_glasses:': u'\U0001F942',
u':clipboard:': u'\U0001F4CB',
u':clockwise_vertical_arrows:': u'\U0001F503',
u':closed_book:': u'\U0001F4D5',
u':closed_mailbox_with_lowered_flag:': u'\U0001F4EA',
u':closed_mailbox_with_raised_flag:': u'\U0001F4EB',
u':closed_umbrella:': u'\U0001F302',
u':cloud:': u'\U00002601',
u':cloud_with_lightning:': u'\U0001F329',
u':cloud_with_lightning_and_rain:': u'\U000026C8',
u':cloud_with_rain:': u'\U0001F327',
u':cloud_with_snow:': u'\U0001F328',
u':clown_face:': u'\U0001F921',
u':club_suit:': u'\U00002663',
u':clutch_bag:': u'\U0001F45D',
u':cocktail_glass:': u'\U0001F378',
u':coffin:': u'\U000026B0',
u':collision:': u'\U0001F4A5',
u':comet:': u'\U00002604',
u':computer_disk:': u'\U0001F4BD',
u':computer_mouse:': u'\U0001F5B1',
u':confetti_ball:': u'\U0001F38A',
u':confounded_face:': u'\U0001F616',
u':confused_face:': u'\U0001F615',
u':construction:': u'\U0001F6A7',
u':construction_worker:': u'\U0001F477',
u':construction_worker_dark_skin_tone:': u'\U0001F477 \U0001F3FF',
u':construction_worker_light_skin_tone:': u'\U0001F477 \U0001F3FB',
u':construction_worker_medium-dark_skin_tone:': u'\U0001F477 \U0001F3FE',
u':construction_worker_medium-light_skin_tone:': u'\U0001F477 \U0001F3FC',
u':construction_worker_medium_skin_tone:': u'\U0001F477 \U0001F3FD',
u':control_knobs:': u'\U0001F39B',
u':convenience_store:': u'\U0001F3EA',
u':cooked_rice:': u'\U0001F35A',
u':cookie:': u'\U0001F36A',
u':cooking:': u'\U0001F373',
u':copyright:': u'\U000000A9',
u':couch_and_lamp:': u'\U0001F6CB',
u':couple_with_heart:': u'\U0001F491',
u':couple_with_heart_man_man:': u'\U0001F468 \U0000200D \U00002764 \U0000FE0F \U0000200D \U0001F468',
u':couple_with_heart_woman_man:': u'\U0001F469 \U0000200D \U00002764 \U0000FE0F \U0000200D \U0001F468',
u':couple_with_heart_woman_woman:': u'\U0001F469 \U0000200D \U00002764 \U0000FE0F \U0000200D \U0001F469',
u':cow:': u'\U0001F404',
u':cow_face:': u'\U0001F42E',
u':cowboy_hat_face:': u'\U0001F920',
u':crab:': u'\U0001F980',
u':crayon:': u'\U0001F58D',
u':credit_card:': u'\U0001F4B3',
u':crescent_moon:': u'\U0001F319',
u':cricket:': u'\U0001F3CF',
u':crocodile:': u'\U0001F40A',
u':croissant:': u'\U0001F950',
u':cross_mark:': u'\U0000274C',
u':cross_mark_button:': u'\U0000274E',
u':crossed_fingers:': u'\U0001F91E',
u':crossed_fingers_dark_skin_tone:': u'\U0001F91E \U0001F3FF',
u':crossed_fingers_light_skin_tone:': u'\U0001F91E \U0001F3FB',
u':crossed_fingers_medium-dark_skin_tone:': u'\U0001F91E \U0001F3FE',
u':crossed_fingers_medium-light_skin_tone:': u'\U0001F91E \U0001F3FC',
u':crossed_fingers_medium_skin_tone:': u'\U0001F91E \U0001F3FD',
u':crossed_flags:': u'\U0001F38C',
u':crossed_swords:': u'\U00002694',
u':crown:': u'\U0001F451',
u':crying_cat_face:': u'\U0001F63F',
u':crying_face:': u'\U0001F622',
u':crystal_ball:': u'\U0001F52E',
u':cucumber:': u'\U0001F952',
u':curly_loop:': u'\U000027B0',
u':currency_exchange:': u'\U0001F4B1',
u':curry_rice:': u'\U0001F35B',
u':custard:': u'\U0001F36E',
u':customs:': u'\U0001F6C3',
u':cyclone:': u'\U0001F300',
u':dagger:': u'\U0001F5E1',
u':dango:': u'\U0001F361',
u':dark_skin_tone:': u'\U0001F3FF',
u':dashing_away:': u'\U0001F4A8',
u':deciduous_tree:': u'\U0001F333',
u':deer:': u'\U0001F98C',
u':delivery_truck:': u'\U0001F69A',
u':department_store:': u'\U0001F3EC',
u':derelict_house:': u'\U0001F3DA',
u':desert:': u'\U0001F3DC',
u':desert_island:': u'\U0001F3DD',
u':desktop_computer:': u'\U0001F5A5',
u':detective:': u'\U0001F575',
u':detective_dark_skin_tone:': u'\U0001F575 \U0001F3FF',
u':detective_light_skin_tone:': u'\U0001F575 \U0001F3FB',
u':detective_medium-dark_skin_tone:': u'\U0001F575 \U0001F3FE',
u':detective_medium-light_skin_tone:': u'\U0001F575 \U0001F3FC',
u':detective_medium_skin_tone:': u'\U0001F575 \U0001F3FD',
u':diamond_suit:': u'\U00002666',
u':diamond_with_a_dot:': u'\U0001F4A0',
u':dim_button:': u'\U0001F505',
u':direct_hit:': u'\U0001F3AF',
u':disappointed_but_relieved_face:': u'\U0001F625',
u':disappointed_face:': u'\U0001F61E',
u':dizzy:': u'\U0001F4AB',
u':dizzy_face:': u'\U0001F635',
u':dog:': u'\U0001F415',
u':dog_face:': u'\U0001F436',
u':dollar_banknote:': u'\U0001F4B5',
u':dolphin:': u'\U0001F42C',
u':door:': u'\U0001F6AA',
u':dotted_six-pointed_star:': u'\U0001F52F',
u':double_curly_loop:': u'\U000027BF',
u':double_exclamation_mark:': u'\U0000203C',
u':doughnut:': u'\U0001F369',
u':dove:': u'\U0001F54A',
u':down-left_arrow:': u'\U00002199',
u':down-right_arrow:': u'\U00002198',
u':down_arrow:': u'\U00002B07',
u':down_button:': u'\U0001F53D',
u':dragon:': u'\U0001F409',
u':dragon_face:': u'\U0001F432',
u':dress:': u'\U0001F457',
u':drooling_face:': u'\U0001F924',
u':droplet:': u'\U0001F4A7',
u':drum:': u'\U0001F941',
u':duck:': u'\U0001F986',
u':dvd:': u'\U0001F4C0',
u':e-mail:': u'\U0001F4E7',
u':eagle:': u'\U0001F985',
u':ear:': u'\U0001F442',
u':ear_dark_skin_tone:': u'\U0001F442 \U0001F3FF',
u':ear_light_skin_tone:': u'\U0001F442 \U0001F3FB',
u':ear_medium-dark_skin_tone:': u'\U0001F442 \U0001F3FE',
u':ear_medium-light_skin_tone:': u'\U0001F442 \U0001F3FC',
u':ear_medium_skin_tone:': u'\U0001F442 \U0001F3FD',
u':ear_of_corn:': u'\U0001F33D',
u':egg:': u'\U0001F95A',
u':eggplant:': u'\U0001F346',
u':eight-pointed_star:': u'\U00002734',
u':eight-spoked_asterisk:': u'\U00002733',
u':eight-thirty:': u'\U0001F563',
u':eight_o’clock:': u'\U0001F557',
u':eject_button:': u'\U000023CF',
u':electric_plug:': u'\U0001F50C',
u':elephant:': u'\U0001F418',
u':eleven-thirty:': u'\U0001F566',
u':eleven_o’clock:': u'\U0001F55A',
u':envelope:': u'\U00002709',
u':envelope_with_arrow:': u'\U0001F4E9',
u':euro_banknote:': u'\U0001F4B6',
u':evergreen_tree:': u'\U0001F332',
u':exclamation_mark:': u'\U00002757',
u':exclamation_question_mark:': u'\U00002049',
u':expressionless_face:': u'\U0001F611',
u':eye:': u'\U0001F441',
u':eye_in_speech_bubble:': u'\U0001F441 \U0000FE0F \U0000200D \U0001F5E8 \U0000FE0F',
u':eyes:': u'\U0001F440',
u':face_blowing_a_kiss:': u'\U0001F618',
u':face_savouring_delicious_food:': u'\U0001F60B',
u':face_screaming_in_fear:': u'\U0001F631',
u':face_with_cold_sweat:': u'\U0001F613',
u':face_with_head-bandage:': u'\U0001F915',
u':face_with_medical_mask:': u'\U0001F637',
u':face_with_open_mouth:': u'\U0001F62E',
u':face_with_open_mouth_&_cold_sweat:': u'\U0001F630',
u':face_with_rolling_eyes:': u'\U0001F644',
u':face_with_steam_from_nose:': u'\U0001F624',
u':face_with_stuck-out_tongue:': u'\U0001F61B',
u':face_with_stuck-out_tongue_&_closed_eyes:': u'\U0001F61D',
u':face_with_stuck-out_tongue_&_winking_eye:': u'\U0001F61C',
u':face_with_tears_of_joy:': u'\U0001F602',
u':face_with_thermometer:': u'\U0001F912',
u':face_without_mouth:': u'\U0001F636',
u':factory:': u'\U0001F3ED',
u':fallen_leaf:': u'\U0001F342',
u':family:': u'\U0001F46A',
u':family_man_boy:': u'\U0001F468 \U0000200D \U0001F466',
u':family_man_boy_boy:': u'\U0001F468 \U0000200D \U0001F466 \U0000200D \U0001F466',
u':family_man_girl:': u'\U0001F468 \U0000200D \U0001F467',
u':family_man_girl_boy:': u'\U0001F468 \U0000200D \U0001F467 \U0000200D \U0001F466',
u':family_man_girl_girl:': u'\U0001F468 \U0000200D \U0001F467 \U0000200D \U0001F467',
u':family_man_man_boy:': u'\U0001F468 \U0000200D \U0001F468 \U0000200D \U0001F466',
u':family_man_man_boy_boy:': u'\U0001F468 \U0000200D \U0001F468 \U0000200D \U0001F466 \U0000200D \U0001F466',
u':family_man_man_girl:': u'\U0001F468 \U0000200D \U0001F468 \U0000200D \U0001F467',
u':family_man_man_girl_boy:': u'\U0001F468 \U0000200D \U0001F468 \U0000200D \U0001F467 \U0000200D \U0001F466',
u':family_man_man_girl_girl:': u'\U0001F468 \U0000200D \U0001F468 \U0000200D \U0001F467 \U0000200D \U0001F467',
u':family_man_woman_boy:': u'\U0001F468 \U0000200D \U0001F469 \U0000200D \U0001F466',
u':family_man_woman_boy_boy:': u'\U0001F468 \U0000200D \U0001F469 \U0000200D \U0001F466 \U0000200D \U0001F466',
u':family_man_woman_girl:': u'\U0001F468 \U0000200D \U0001F469 \U0000200D \U0001F467',
u':family_man_woman_girl_boy:': u'\U0001F468 \U0000200D \U0001F469 \U0000200D \U0001F467 \U0000200D \U0001F466',
u':family_man_woman_girl_girl:': u'\U0001F468 \U0000200D \U0001F469 \U0000200D \U0001F467 \U0000200D \U0001F467',
u':family_woman_boy:': u'\U0001F469 \U0000200D \U0001F466',
u':family_woman_boy_boy:': u'\U0001F469 \U0000200D \U0001F466 \U0000200D \U0001F466',
u':family_woman_girl:': u'\U0001F469 \U0000200D \U0001F467',
u':family_woman_girl_boy:': u'\U0001F469 \U0000200D \U0001F467 \U0000200D \U0001F466',
u':family_woman_girl_girl:': u'\U0001F469 \U0000200D \U0001F467 \U0000200D \U0001F467',
u':family_woman_woman_boy:': u'\U0001F469 \U0000200D \U0001F469 \U0000200D \U0001F466',
u':family_woman_woman_boy_boy:': u'\U0001F469 \U0000200D \U0001F469 \U0000200D \U0001F466 \U0000200D \U0001F466',
u':family_woman_woman_girl:': u'\U0001F469 \U0000200D \U0001F469 \U0000200D \U0001F467',
u':family_woman_woman_girl_boy:': u'\U0001F469 \U0000200D \U0001F469 \U0000200D \U0001F467 \U0000200D \U0001F466',
u':family_woman_woman_girl_girl:': u'\U0001F469 \U0000200D \U0001F469 \U0000200D \U0001F467 \U0000200D \U0001F467',
u':fast-forward_button:': u'\U000023E9',
u':fast_down_button:': u'\U000023EC',
u':fast_reverse_button:': u'\U000023EA',
u':fast_up_button:': u'\U000023EB',
u':fax_machine:': u'\U0001F4E0',
u':fearful_face:': u'\U0001F628',
u':female_sign:': u'\U00002640',
u':ferris_wheel:': u'\U0001F3A1',
u':ferry:': u'\U000026F4',
u':field_hockey:': u'\U0001F3D1',
u':file_cabinet:': u'\U0001F5C4',
u':file_folder:': u'\U0001F4C1',
u':film_frames:': u'\U0001F39E',
u':film_projector:': u'\U0001F4FD',
u':fire:': u'\U0001F525',
u':fire_engine:': u'\U0001F692',
u':fireworks:': u'\U0001F386',
u':first_quarter_moon:': u'\U0001F313',
u':first_quarter_moon_with_face:': u'\U0001F31B',
u':fish:': u'\U0001F41F',
u':fish_cake_with_swirl:': u'\U0001F365',
u':fishing_pole:': u'\U0001F3A3',
u':five-thirty:': u'\U0001F560',
u':five_o’clock:': u'\U0001F554',
u':flag_in_hole:': u'\U000026F3',
u':flashlight:': u'\U0001F526',
u':fleur-de-lis:': u'\U0000269C',
u':flexed_biceps:': u'\U0001F4AA',
u':flexed_biceps_dark_skin_tone:': u'\U0001F4AA \U0001F3FF',
u':flexed_biceps_light_skin_tone:': u'\U0001F4AA \U0001F3FB',
u':flexed_biceps_medium-dark_skin_tone:': u'\U0001F4AA \U0001F3FE',
u':flexed_biceps_medium-light_skin_tone:': u'\U0001F4AA \U0001F3FC',
u':flexed_biceps_medium_skin_tone:': u'\U0001F4AA \U0001F3FD',
u':floppy_disk:': u'\U0001F4BE',
u':flower_playing_cards:': u'\U0001F3B4',
u':flushed_face:': u'\U0001F633',
u':fog:': u'\U0001F32B',
u':foggy:': u'\U0001F301',
u':folded_hands:': u'\U0001F64F',
u':folded_hands_dark_skin_tone:': u'\U0001F64F \U0001F3FF',
u':folded_hands_light_skin_tone:': u'\U0001F64F \U0001F3FB',
u':folded_hands_medium-dark_skin_tone:': u'\U0001F64F \U0001F3FE',
u':folded_hands_medium-light_skin_tone:': u'\U0001F64F \U0001F3FC',
u':folded_hands_medium_skin_tone:': u'\U0001F64F \U0001F3FD',
u':footprints:': u'\U0001F463',
u':fork_and_knife:': u'\U0001F374',
u':fork_and_knife_with_plate:': u'\U0001F37D',
u':fountain:': u'\U000026F2',
u':fountain_pen:': u'\U0001F58B',
u':four-thirty:': u'\U0001F55F',
u':four_leaf_clover:': u'\U0001F340',
u':four_o’clock:': u'\U0001F553',
u':fox_face:': u'\U0001F98A',
u':framed_picture:': u'\U0001F5BC',
u':french_fries:': u'\U0001F35F',
u':fried_shrimp:': u'\U0001F364',
u':frog_face:': u'\U0001F438',
u':front-facing_baby_chick:': u'\U0001F425',
u':frowning_face:': u'\U00002639',
u':frowning_face_with_open_mouth:': u'\U0001F626',
u':fuel_pump:': u'\U000026FD',
u':full_moon:': u'\U0001F315',
u':full_moon_with_face:': u'\U0001F31D',
u':funeral_urn:': u'\U000026B1',
u':game_die:': u'\U0001F3B2',
u':gear:': u'\U00002699',
u':gem_stone:': u'\U0001F48E',
u':ghost:': u'\U0001F47B',
u':girl:': u'\U0001F467',
u':girl_dark_skin_tone:': u'\U0001F467 \U0001F3FF',
u':girl_light_skin_tone:': u'\U0001F467 \U0001F3FB',
u':girl_medium-dark_skin_tone:': u'\U0001F467 \U0001F3FE',
u':girl_medium-light_skin_tone:': u'\U0001F467 \U0001F3FC',
u':girl_medium_skin_tone:': u'\U0001F467 \U0001F3FD',
u':glass_of_milk:': u'\U0001F95B',
u':glasses:': u'\U0001F453',
u':globe_showing_Americas:': u'\U0001F30E',
u':globe_showing_Asia-Australia:': u'\U0001F30F',
u':globe_showing_Europe-Africa:': u'\U0001F30D',
u':globe_with_meridians:': u'\U0001F310',
u':glowing_star:': u'\U0001F31F',
u':goal_net:': u'\U0001F945',
u':goat:': u'\U0001F410',
u':goblin:': u'\U0001F47A',
u':gorilla:': u'\U0001F98D',
u':graduation_cap:': u'\U0001F393',
u':grapes:': u'\U0001F347',
u':green_apple:': u'\U0001F34F',
u':green_book:': u'\U0001F4D7',
u':green_heart:': u'\U0001F49A',
u':green_salad:': u'\U0001F957',
u':grimacing_face:': u'\U0001F62C',
u':grinning_cat_face_with_smiling_eyes:': u'\U0001F638',
u':grinning_face:': u'\U0001F600',
u':grinning_face_with_smiling_eyes:': u'\U0001F601',
u':growing_heart:': u'\U0001F497',
u':guard:': u'\U0001F482',
u':guard_dark_skin_tone:': u'\U0001F482 \U0001F3FF',
u':guard_light_skin_tone:': u'\U0001F482 \U0001F3FB',
u':guard_medium-dark_skin_tone:': u'\U0001F482 \U0001F3FE',
u':guard_medium-light_skin_tone:': u'\U0001F482 \U0001F3FC',
u':guard_medium_skin_tone:': u'\U0001F482 \U0001F3FD',
u':guitar:': u'\U0001F3B8',
u':hamburger:': u'\U0001F354',
u':hammer:': u'\U0001F528',
u':hammer_and_pick:': u'\U00002692',
u':hammer_and_wrench:': u'\U0001F6E0',
u':hamster_face:': u'\U0001F439',
u':handbag:': u'\U0001F45C',
u':handshake:': u'\U0001F91D',
u':hatching_chick:': u'\U0001F423',
u':headphone:': u'\U0001F3A7',
u':hear-no-evil_monkey:': u'\U0001F649',
u':heart_decoration:': u'\U0001F49F',
u':heart_suit:': u'\U00002665',
u':heart_with_arrow:': u'\U0001F498',
u':heart_with_ribbon:': u'\U0001F49D',
u':heavy_check_mark:': u'\U00002714',
u':heavy_division_sign:': u'\U00002797',
u':heavy_dollar_sign:': u'\U0001F4B2',
u':heavy_heart_exclamation:': u'\U00002763',
u':heavy_large_circle:': u'\U00002B55',
u':heavy_minus_sign:': u'\U00002796',
u':heavy_multiplication_x:': u'\U00002716',
u':heavy_plus_sign:': u'\U00002795',
u':helicopter:': u'\U0001F681',
u':herb:': u'\U0001F33F',
u':hibiscus:': u'\U0001F33A',
u':high-heeled_shoe:': u'\U0001F460',
u':high-speed_train:': u'\U0001F684',
u':high-speed_train_with_bullet_nose:': u'\U0001F685',
u':high_voltage:': u'\U000026A1',
u':hole:': u'\U0001F573',
u':honey_pot:': u'\U0001F36F',
u':honeybee:': u'\U0001F41D',
u':horizontal_traffic_light:': u'\U0001F6A5',
u':horse:': u'\U0001F40E',
u':horse_face:': u'\U0001F434',
u':horse_racing:': u'\U0001F3C7',
u':horse_racing_dark_skin_tone:': u'\U0001F3C7 \U0001F3FF',
u':horse_racing_light_skin_tone:': u'\U0001F3C7 \U0001F3FB',
u':horse_racing_medium-dark_skin_tone:': u'\U0001F3C7 \U0001F3FE',
u':horse_racing_medium-light_skin_tone:': u'\U0001F3C7 \U0001F3FC',
u':horse_racing_medium_skin_tone:': u'\U0001F3C7 \U0001F3FD',
u':hospital:': u'\U0001F3E5',
u':hot_beverage:': u'\U00002615',
u':hot_dog:': u'\U0001F32D',
u':hot_pepper:': u'\U0001F336',
u':hot_springs:': u'\U00002668',
u':hotel:': u'\U0001F3E8',
u':hourglass:': u'\U0000231B',
u':hourglass_with_flowing_sand:': u'\U000023F3',
u':house:': u'\U0001F3E0',
u':house_with_garden:': u'\U0001F3E1',
u':hugging_face:': u'\U0001F917',
u':hundred_points:': u'\U0001F4AF',
u':hushed_face:': u'\U0001F62F',
u':ice_cream:': u'\U0001F368',
u':ice_hockey:': u'\U0001F3D2',
u':ice_skate:': u'\U000026F8',
u':inbox_tray:': u'\U0001F4E5',
u':incoming_envelope:': u'\U0001F4E8',
u':index_pointing_up:': u'\U0000261D',
u':index_pointing_up_dark_skin_tone:': u'\U0000261D \U0001F3FF',
u':index_pointing_up_light_skin_tone:': u'\U0000261D \U0001F3FB',
u':index_pointing_up_medium-dark_skin_tone:': u'\U0000261D \U0001F3FE',
u':index_pointing_up_medium-light_skin_tone:': u'\U0000261D \U0001F3FC',
u':index_pointing_up_medium_skin_tone:': u'\U0000261D \U0001F3FD',
u':information:': u'\U00002139',
u':input_latin_letters:': u'\U0001F524',
u':input_latin_lowercase:': u'\U0001F521',
u':input_latin_uppercase:': u'\U0001F520',
u':input_numbers:': u'\U0001F522',
u':input_symbols:': u'\U0001F523',
u':jack-o-lantern:': u'\U0001F383',
u':jeans:': u'\U0001F456',
u':joker:': u'\U0001F0CF',
u':joystick:': u'\U0001F579',
u':kaaba:': u'\U0001F54B',
u':key:': u'\U0001F511',
u':keyboard:': u'\U00002328',
u':keycap_#:': u'\U00000023 \U0000FE0F \U000020E3',
#u':keycap_*:': u'\U0000002A \U0000FE0F \U000020E3',
u':keycap_0:': u'\U00000030 \U0000FE0F \U000020E3',
u':keycap_1:': u'\U00000031 \U0000FE0F \U000020E3',
u':keycap_10:': u'\U0001F51F',
u':keycap_2:': u'\U00000032 \U0000FE0F \U000020E3',
u':keycap_3:': u'\U00000033 \U0000FE0F \U000020E3',
u':keycap_4:': u'\U00000034 \U0000FE0F \U000020E3',
u':keycap_5:': u'\U00000035 \U0000FE0F \U000020E3',
u':keycap_6:': u'\U00000036 \U0000FE0F \U000020E3',
u':keycap_7:': u'\U00000037 \U0000FE0F \U000020E3',
u':keycap_8:': u'\U00000038 \U0000FE0F \U000020E3',
u':keycap_9:': u'\U00000039 \U0000FE0F \U000020E3',
u':kick_scooter:': u'\U0001F6F4',
u':kimono:': u'\U0001F458',
u':kiss:': u'\U0001F48F',
u':kiss_man_man:': u'\U0001F468 \U0000200D \U00002764 \U0000FE0F \U0000200D \U0001F48B \U0000200D \U0001F468',
u':kiss_mark:': u'\U0001F48B',
u':kiss_woman_man:': u'\U0001F469 \U0000200D \U00002764 \U0000FE0F \U0000200D \U0001F48B \U0000200D \U0001F468',
u':kiss_woman_woman:': u'\U0001F469 \U0000200D \U00002764 \U0000FE0F \U0000200D \U0001F48B \U0000200D \U0001F469',
u':kissing_cat_face_with_closed_eyes:': u'\U0001F63D',
u':kissing_face:': u'\U0001F617',
u':kissing_face_with_closed_eyes:': u'\U0001F61A',
u':kissing_face_with_smiling_eyes:': u'\U0001F619',
u':kitchen_knife:': u'\U0001F52A',
u':kiwi_fruit:': u'\U0001F95D',
u':koala:': u'\U0001F428',
u':label:': u'\U0001F3F7',
u':lady_beetle:': u'\U0001F41E',
u':laptop_computer:': u'\U0001F4BB',
u':large_blue_diamond:': u'\U0001F537',
u':large_orange_diamond:': u'\U0001F536',
u':last_quarter_moon:': u'\U0001F317',
u':last_quarter_moon_with_face:': u'\U0001F31C',
u':last_track_button:': u'\U000023EE',
u':latin_cross:': u'\U0000271D',
u':leaf_fluttering_in_wind:': u'\U0001F343',
u':ledger:': u'\U0001F4D2',
u':left-facing_fist:': u'\U0001F91B',
u':left-facing_fist_dark_skin_tone:': u'\U0001F91B \U0001F3FF',
u':left-facing_fist_light_skin_tone:': u'\U0001F91B \U0001F3FB',
u':left-facing_fist_medium-dark_skin_tone:': u'\U0001F91B \U0001F3FE',
u':left-facing_fist_medium-light_skin_tone:': u'\U0001F91B \U0001F3FC',
u':left-facing_fist_medium_skin_tone:': u'\U0001F91B \U0001F3FD',
u':left-pointing_magnifying_glass:': u'\U0001F50D',
u':left-right_arrow:': u'\U00002194',
u':left_arrow:': u'\U00002B05',
u':left_arrow_curving_right:': u'\U000021AA',
u':left_luggage:': u'\U0001F6C5',
u':left_speech_bubble:': u'\U0001F5E8',
u':lemon:': u'\U0001F34B',
u':leopard:': u'\U0001F406',
u':level_slider:': u'\U0001F39A',
u':light_bulb:': u'\U0001F4A1',
u':light_rail:': u'\U0001F688',
u':light_skin_tone:': u'\U0001F3FB',
u':link:': u'\U0001F517',
u':linked_paperclips:': u'\U0001F587',
u':lion_face:': u'\U0001F981',
u':lipstick:': u'\U0001F484',
u':litter_in_bin_sign:': u'\U0001F6AE',
u':lizard:': u'\U0001F98E',
u':locked:': u'\U0001F512',
u':locked_with_key:': u'\U0001F510',
u':locked_with_pen:': u'\U0001F50F',
u':locomotive:': u'\U0001F682',
u':lollipop:': u'\U0001F36D',
u':loudly_crying_face:': u'\U0001F62D',
u':loudspeaker:': u'\U0001F4E2',
u':love_hotel:': u'\U0001F3E9',
u':love_letter:': u'\U0001F48C',
u':lying_face:': u'\U0001F925',
u':mahjong_red_dragon:': u'\U0001F004',
u':male_sign:': u'\U00002642',
u':man:': u'\U0001F468',
u':man_and_woman_holding_hands:': u'\U0001F46B',
u':man_artist:': u'\U0001F468 \U0000200D \U0001F3A8',
u':man_artist_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F3A8',
u':man_artist_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F3A8',
u':man_artist_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F3A8',
u':man_artist_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F3A8',
u':man_artist_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F3A8',
u':man_astronaut:': u'\U0001F468 \U0000200D \U0001F680',
u':man_astronaut_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F680',
u':man_astronaut_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F680',
u':man_astronaut_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F680',
u':man_astronaut_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F680',
u':man_astronaut_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F680',
u':man_biking:': u'\U0001F6B4 \U0000200D \U00002642 \U0000FE0F',
u':man_biking_dark_skin_tone:': u'\U0001F6B4 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_biking_light_skin_tone:': u'\U0001F6B4 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_biking_medium-dark_skin_tone:': u'\U0001F6B4 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_biking_medium-light_skin_tone:': u'\U0001F6B4 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_biking_medium_skin_tone:': u'\U0001F6B4 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_bouncing_ball:': u'\U000026F9 \U0000FE0F \U0000200D \U00002642 \U0000FE0F',
u':man_bouncing_ball_dark_skin_tone:': u'\U000026F9 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_bouncing_ball_light_skin_tone:': u'\U000026F9 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_bouncing_ball_medium-dark_skin_tone:': u'\U000026F9 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_bouncing_ball_medium-light_skin_tone:': u'\U000026F9 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_bouncing_ball_medium_skin_tone:': u'\U000026F9 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_bowing:': u'\U0001F647 \U0000200D \U00002642 \U0000FE0F',
u':man_bowing_dark_skin_tone:': u'\U0001F647 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_bowing_light_skin_tone:': u'\U0001F647 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_bowing_medium-dark_skin_tone:': u'\U0001F647 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_bowing_medium-light_skin_tone:': u'\U0001F647 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_bowing_medium_skin_tone:': u'\U0001F647 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_cartwheeling:': u'\U0001F938 \U0000200D \U00002642 \U0000FE0F',
u':man_cartwheeling_dark_skin_tone:': u'\U0001F938 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_cartwheeling_light_skin_tone:': u'\U0001F938 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_cartwheeling_medium-dark_skin_tone:': u'\U0001F938 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_cartwheeling_medium-light_skin_tone:': u'\U0001F938 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_cartwheeling_medium_skin_tone:': u'\U0001F938 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_construction_worker:': u'\U0001F477 \U0000200D \U00002642 \U0000FE0F',
u':man_construction_worker_dark_skin_tone:': u'\U0001F477 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_construction_worker_light_skin_tone:': u'\U0001F477 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_construction_worker_medium-dark_skin_tone:': u'\U0001F477 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_construction_worker_medium-light_skin_tone:': u'\U0001F477 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_construction_worker_medium_skin_tone:': u'\U0001F477 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_cook:': u'\U0001F468 \U0000200D \U0001F373',
u':man_cook_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F373',
u':man_cook_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F373',
u':man_cook_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F373',
u':man_cook_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F373',
u':man_cook_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F373',
u':man_dancing:': u'\U0001F57A',
u':man_dancing_dark_skin_tone:': u'\U0001F57A \U0001F3FF',
u':man_dancing_light_skin_tone:': u'\U0001F57A \U0001F3FB',
u':man_dancing_medium-dark_skin_tone:': u'\U0001F57A \U0001F3FE',
u':man_dancing_medium-light_skin_tone:': u'\U0001F57A \U0001F3FC',
u':man_dancing_medium_skin_tone:': u'\U0001F57A \U0001F3FD',
u':man_dark_skin_tone:': u'\U0001F468 \U0001F3FF',
u':man_detective:': u'\U0001F575 \U0000FE0F \U0000200D \U00002642 \U0000FE0F',
u':man_detective_dark_skin_tone:': u'\U0001F575 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_detective_light_skin_tone:': u'\U0001F575 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_detective_medium-dark_skin_tone:': u'\U0001F575 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_detective_medium-light_skin_tone:': u'\U0001F575 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_detective_medium_skin_tone:': u'\U0001F575 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_facepalming:': u'\U0001F926 \U0000200D \U00002642 \U0000FE0F',
u':man_facepalming_dark_skin_tone:': u'\U0001F926 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_facepalming_light_skin_tone:': u'\U0001F926 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_facepalming_medium-dark_skin_tone:': u'\U0001F926 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_facepalming_medium-light_skin_tone:': u'\U0001F926 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_facepalming_medium_skin_tone:': u'\U0001F926 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_factory_worker:': u'\U0001F468 \U0000200D \U0001F3ED',
u':man_factory_worker_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F3ED',
u':man_factory_worker_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F3ED',
u':man_factory_worker_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F3ED',
u':man_factory_worker_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F3ED',
u':man_factory_worker_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F3ED',
u':man_farmer:': u'\U0001F468 \U0000200D \U0001F33E',
u':man_farmer_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F33E',
u':man_farmer_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F33E',
u':man_farmer_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F33E',
u':man_farmer_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F33E',
u':man_farmer_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F33E',
u':man_firefighter:': u'\U0001F468 \U0000200D \U0001F692',
u':man_firefighter_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F692',
u':man_firefighter_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F692',
u':man_firefighter_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F692',
u':man_firefighter_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F692',
u':man_firefighter_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F692',
u':man_frowning:': u'\U0001F64D \U0000200D \U00002642 \U0000FE0F',
u':man_frowning_dark_skin_tone:': u'\U0001F64D \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_frowning_light_skin_tone:': u'\U0001F64D \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_frowning_medium-dark_skin_tone:': u'\U0001F64D \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_frowning_medium-light_skin_tone:': u'\U0001F64D \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_frowning_medium_skin_tone:': u'\U0001F64D \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_NO:': u'\U0001F645 \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_NO_dark_skin_tone:': u'\U0001F645 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_NO_light_skin_tone:': u'\U0001F645 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_NO_medium-dark_skin_tone:': u'\U0001F645 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_NO_medium-light_skin_tone:': u'\U0001F645 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_NO_medium_skin_tone:': u'\U0001F645 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_OK:': u'\U0001F646 \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_OK_dark_skin_tone:': u'\U0001F646 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_OK_light_skin_tone:': u'\U0001F646 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_OK_medium-dark_skin_tone:': u'\U0001F646 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_OK_medium-light_skin_tone:': u'\U0001F646 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_gesturing_OK_medium_skin_tone:': u'\U0001F646 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_getting_haircut:': u'\U0001F487 \U0000200D \U00002642 \U0000FE0F',
u':man_getting_haircut_dark_skin_tone:': u'\U0001F487 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_getting_haircut_light_skin_tone:': u'\U0001F487 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_getting_haircut_medium-dark_skin_tone:': u'\U0001F487 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_getting_haircut_medium-light_skin_tone:': u'\U0001F487 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_getting_haircut_medium_skin_tone:': u'\U0001F487 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_getting_massage:': u'\U0001F486 \U0000200D \U00002642 \U0000FE0F',
u':man_getting_massage_dark_skin_tone:': u'\U0001F486 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_getting_massage_light_skin_tone:': u'\U0001F486 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_getting_massage_medium-dark_skin_tone:': u'\U0001F486 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_getting_massage_medium-light_skin_tone:': u'\U0001F486 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_getting_massage_medium_skin_tone:': u'\U0001F486 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_golfing:': u'\U0001F3CC \U0000FE0F \U0000200D \U00002642 \U0000FE0F',
u':man_golfing_dark_skin_tone:': u'\U0001F3CC \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_golfing_light_skin_tone:': u'\U0001F3CC \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_golfing_medium-dark_skin_tone:': u'\U0001F3CC \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_golfing_medium-light_skin_tone:': u'\U0001F3CC \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_golfing_medium_skin_tone:': u'\U0001F3CC \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_guard:': u'\U0001F482 \U0000200D \U00002642 \U0000FE0F',
u':man_guard_dark_skin_tone:': u'\U0001F482 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_guard_light_skin_tone:': u'\U0001F482 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_guard_medium-dark_skin_tone:': u'\U0001F482 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_guard_medium-light_skin_tone:': u'\U0001F482 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_guard_medium_skin_tone:': u'\U0001F482 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_health_worker:': u'\U0001F468 \U0000200D \U00002695 \U0000FE0F',
u':man_health_worker_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U00002695 \U0000FE0F',
u':man_health_worker_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U00002695 \U0000FE0F',
u':man_health_worker_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U00002695 \U0000FE0F',
u':man_health_worker_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U00002695 \U0000FE0F',
u':man_health_worker_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U00002695 \U0000FE0F',
u':man_in_business_suit_levitating:': u'\U0001F574',
u':man_in_business_suit_levitating_dark_skin_tone:': u'\U0001F574 \U0001F3FF',
u':man_in_business_suit_levitating_light_skin_tone:': u'\U0001F574 \U0001F3FB',
u':man_in_business_suit_levitating_medium-dark_skin_tone:': u'\U0001F574 \U0001F3FE',
u':man_in_business_suit_levitating_medium-light_skin_tone:': u'\U0001F574 \U0001F3FC',
u':man_in_business_suit_levitating_medium_skin_tone:': u'\U0001F574 \U0001F3FD',
u':man_in_tuxedo:': u'\U0001F935',
u':man_in_tuxedo_dark_skin_tone:': u'\U0001F935 \U0001F3FF',
u':man_in_tuxedo_light_skin_tone:': u'\U0001F935 \U0001F3FB',
u':man_in_tuxedo_medium-dark_skin_tone:': u'\U0001F935 \U0001F3FE',
u':man_in_tuxedo_medium-light_skin_tone:': u'\U0001F935 \U0001F3FC',
u':man_in_tuxedo_medium_skin_tone:': u'\U0001F935 \U0001F3FD',
u':man_judge:': u'\U0001F468 \U0000200D \U00002696 \U0000FE0F',
u':man_judge_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U00002696 \U0000FE0F',
u':man_judge_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U00002696 \U0000FE0F',
u':man_judge_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U00002696 \U0000FE0F',
u':man_judge_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U00002696 \U0000FE0F',
u':man_judge_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U00002696 \U0000FE0F',
u':man_juggling:': u'\U0001F939 \U0000200D \U00002642 \U0000FE0F',
u':man_juggling_dark_skin_tone:': u'\U0001F939 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_juggling_light_skin_tone:': u'\U0001F939 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_juggling_medium-dark_skin_tone:': u'\U0001F939 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_juggling_medium-light_skin_tone:': u'\U0001F939 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_juggling_medium_skin_tone:': u'\U0001F939 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_lifting_weights:': u'\U0001F3CB \U0000FE0F \U0000200D \U00002642 \U0000FE0F',
u':man_lifting_weights_dark_skin_tone:': u'\U0001F3CB \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_lifting_weights_light_skin_tone:': u'\U0001F3CB \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_lifting_weights_medium-dark_skin_tone:': u'\U0001F3CB \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_lifting_weights_medium-light_skin_tone:': u'\U0001F3CB \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_lifting_weights_medium_skin_tone:': u'\U0001F3CB \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_light_skin_tone:': u'\U0001F468 \U0001F3FB',
u':man_mechanic:': u'\U0001F468 \U0000200D \U0001F527',
u':man_mechanic_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F527',
u':man_mechanic_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F527',
u':man_mechanic_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F527',
u':man_mechanic_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F527',
u':man_mechanic_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F527',
u':man_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE',
u':man_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC',
u':man_medium_skin_tone:': u'\U0001F468 \U0001F3FD',
u':man_mountain_biking:': u'\U0001F6B5 \U0000200D \U00002642 \U0000FE0F',
u':man_mountain_biking_dark_skin_tone:': u'\U0001F6B5 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_mountain_biking_light_skin_tone:': u'\U0001F6B5 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_mountain_biking_medium-dark_skin_tone:': u'\U0001F6B5 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_mountain_biking_medium-light_skin_tone:': u'\U0001F6B5 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_mountain_biking_medium_skin_tone:': u'\U0001F6B5 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_office_worker:': u'\U0001F468 \U0000200D \U0001F4BC',
u':man_office_worker_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F4BC',
u':man_office_worker_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F4BC',
u':man_office_worker_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F4BC',
u':man_office_worker_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F4BC',
u':man_office_worker_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F4BC',
u':man_pilot:': u'\U0001F468 \U0000200D \U00002708 \U0000FE0F',
u':man_pilot_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U00002708 \U0000FE0F',
u':man_pilot_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U00002708 \U0000FE0F',
u':man_pilot_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U00002708 \U0000FE0F',
u':man_pilot_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U00002708 \U0000FE0F',
u':man_pilot_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U00002708 \U0000FE0F',
u':man_playing_handball:': u'\U0001F93E \U0000200D \U00002642 \U0000FE0F',
u':man_playing_handball_dark_skin_tone:': u'\U0001F93E \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_playing_handball_light_skin_tone:': u'\U0001F93E \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_playing_handball_medium-dark_skin_tone:': u'\U0001F93E \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_playing_handball_medium-light_skin_tone:': u'\U0001F93E \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_playing_handball_medium_skin_tone:': u'\U0001F93E \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_playing_water_polo:': u'\U0001F93D \U0000200D \U00002642 \U0000FE0F',
u':man_playing_water_polo_dark_skin_tone:': u'\U0001F93D \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_playing_water_polo_light_skin_tone:': u'\U0001F93D \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_playing_water_polo_medium-dark_skin_tone:': u'\U0001F93D \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_playing_water_polo_medium-light_skin_tone:': u'\U0001F93D \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_playing_water_polo_medium_skin_tone:': u'\U0001F93D \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_police_officer:': u'\U0001F46E \U0000200D \U00002642 \U0000FE0F',
u':man_police_officer_dark_skin_tone:': u'\U0001F46E \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_police_officer_light_skin_tone:': u'\U0001F46E \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_police_officer_medium-dark_skin_tone:': u'\U0001F46E \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_police_officer_medium-light_skin_tone:': u'\U0001F46E \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_police_officer_medium_skin_tone:': u'\U0001F46E \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_pouting:': u'\U0001F64E \U0000200D \U00002642 \U0000FE0F',
u':man_pouting_dark_skin_tone:': u'\U0001F64E \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_pouting_light_skin_tone:': u'\U0001F64E \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_pouting_medium-dark_skin_tone:': u'\U0001F64E \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_pouting_medium-light_skin_tone:': u'\U0001F64E \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_pouting_medium_skin_tone:': u'\U0001F64E \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_raising_hand:': u'\U0001F64B \U0000200D \U00002642 \U0000FE0F',
u':man_raising_hand_dark_skin_tone:': u'\U0001F64B \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_raising_hand_light_skin_tone:': u'\U0001F64B \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_raising_hand_medium-dark_skin_tone:': u'\U0001F64B \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_raising_hand_medium-light_skin_tone:': u'\U0001F64B \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_raising_hand_medium_skin_tone:': u'\U0001F64B \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_rowing_boat:': u'\U0001F6A3 \U0000200D \U00002642 \U0000FE0F',
u':man_rowing_boat_dark_skin_tone:': u'\U0001F6A3 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_rowing_boat_light_skin_tone:': u'\U0001F6A3 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_rowing_boat_medium-dark_skin_tone:': u'\U0001F6A3 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_rowing_boat_medium-light_skin_tone:': u'\U0001F6A3 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_rowing_boat_medium_skin_tone:': u'\U0001F6A3 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_running:': u'\U0001F3C3 \U0000200D \U00002642 \U0000FE0F',
u':man_running_dark_skin_tone:': u'\U0001F3C3 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_running_light_skin_tone:': u'\U0001F3C3 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_running_medium-dark_skin_tone:': u'\U0001F3C3 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_running_medium-light_skin_tone:': u'\U0001F3C3 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_running_medium_skin_tone:': u'\U0001F3C3 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_scientist:': u'\U0001F468 \U0000200D \U0001F52C',
u':man_scientist_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F52C',
u':man_scientist_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F52C',
u':man_scientist_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F52C',
u':man_scientist_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F52C',
u':man_scientist_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F52C',
u':man_shrugging:': u'\U0001F937 \U0000200D \U00002642 \U0000FE0F',
u':man_shrugging_dark_skin_tone:': u'\U0001F937 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_shrugging_light_skin_tone:': u'\U0001F937 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_shrugging_medium-dark_skin_tone:': u'\U0001F937 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_shrugging_medium-light_skin_tone:': u'\U0001F937 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_shrugging_medium_skin_tone:': u'\U0001F937 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_singer:': u'\U0001F468 \U0000200D \U0001F3A4',
u':man_singer_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F3A4',
u':man_singer_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F3A4',
u':man_singer_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F3A4',
u':man_singer_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F3A4',
u':man_singer_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F3A4',
u':man_student:': u'\U0001F468 \U0000200D \U0001F393',
u':man_student_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F393',
u':man_student_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F393',
u':man_student_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F393',
u':man_student_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F393',
u':man_student_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F393',
u':man_surfing:': u'\U0001F3C4 \U0000200D \U00002642 \U0000FE0F',
u':man_surfing_dark_skin_tone:': u'\U0001F3C4 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_surfing_light_skin_tone:': u'\U0001F3C4 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_surfing_medium-dark_skin_tone:': u'\U0001F3C4 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_surfing_medium-light_skin_tone:': u'\U0001F3C4 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_surfing_medium_skin_tone:': u'\U0001F3C4 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_swimming:': u'\U0001F3CA \U0000200D \U00002642 \U0000FE0F',
u':man_swimming_dark_skin_tone:': u'\U0001F3CA \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_swimming_light_skin_tone:': u'\U0001F3CA \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_swimming_medium-dark_skin_tone:': u'\U0001F3CA \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_swimming_medium-light_skin_tone:': u'\U0001F3CA \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_swimming_medium_skin_tone:': u'\U0001F3CA \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_teacher:': u'\U0001F468 \U0000200D \U0001F3EB',
u':man_teacher_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F3EB',
u':man_teacher_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F3EB',
u':man_teacher_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F3EB',
u':man_teacher_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F3EB',
u':man_teacher_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F3EB',
u':man_technologist:': u'\U0001F468 \U0000200D \U0001F4BB',
u':man_technologist_dark_skin_tone:': u'\U0001F468 \U0001F3FF \U0000200D \U0001F4BB',
u':man_technologist_light_skin_tone:': u'\U0001F468 \U0001F3FB \U0000200D \U0001F4BB',
u':man_technologist_medium-dark_skin_tone:': u'\U0001F468 \U0001F3FE \U0000200D \U0001F4BB',
u':man_technologist_medium-light_skin_tone:': u'\U0001F468 \U0001F3FC \U0000200D \U0001F4BB',
u':man_technologist_medium_skin_tone:': u'\U0001F468 \U0001F3FD \U0000200D \U0001F4BB',
u':man_tipping_hand:': u'\U0001F481 \U0000200D \U00002642 \U0000FE0F',
u':man_tipping_hand_dark_skin_tone:': u'\U0001F481 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_tipping_hand_light_skin_tone:': u'\U0001F481 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_tipping_hand_medium-dark_skin_tone:': u'\U0001F481 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_tipping_hand_medium-light_skin_tone:': u'\U0001F481 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_tipping_hand_medium_skin_tone:': u'\U0001F481 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_walking:': u'\U0001F6B6 \U0000200D \U00002642 \U0000FE0F',
u':man_walking_dark_skin_tone:': u'\U0001F6B6 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_walking_light_skin_tone:': u'\U0001F6B6 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_walking_medium-dark_skin_tone:': u'\U0001F6B6 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_walking_medium-light_skin_tone:': u'\U0001F6B6 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_walking_medium_skin_tone:': u'\U0001F6B6 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_wearing_turban:': u'\U0001F473 \U0000200D \U00002642 \U0000FE0F',
u':man_wearing_turban_dark_skin_tone:': u'\U0001F473 \U0001F3FF \U0000200D \U00002642 \U0000FE0F',
u':man_wearing_turban_light_skin_tone:': u'\U0001F473 \U0001F3FB \U0000200D \U00002642 \U0000FE0F',
u':man_wearing_turban_medium-dark_skin_tone:': u'\U0001F473 \U0001F3FE \U0000200D \U00002642 \U0000FE0F',
u':man_wearing_turban_medium-light_skin_tone:': u'\U0001F473 \U0001F3FC \U0000200D \U00002642 \U0000FE0F',
u':man_wearing_turban_medium_skin_tone:': u'\U0001F473 \U0001F3FD \U0000200D \U00002642 \U0000FE0F',
u':man_with_Chinese_cap:': u'\U0001F472',
u':man_with_Chinese_cap_dark_skin_tone:': u'\U0001F472 \U0001F3FF',
u':man_with_Chinese_cap_light_skin_tone:': u'\U0001F472 \U0001F3FB',
u':man_with_Chinese_cap_medium-dark_skin_tone:': u'\U0001F472 \U0001F3FE',
u':man_with_Chinese_cap_medium-light_skin_tone:': u'\U0001F472 \U0001F3FC',
u':man_with_Chinese_cap_medium_skin_tone:': u'\U0001F472 \U0001F3FD',
u':mantelpiece_clock:': u'\U0001F570',
u':man’s_shoe:': u'\U0001F45E',
u':map_of_Japan:': u'\U0001F5FE',
u':maple_leaf:': u'\U0001F341',
u':martial_arts_uniform:': u'\U0001F94B',
u':meat_on_bone:': u'\U0001F356',
u':medical_symbol:': u'\U00002695',
u':medium-dark_skin_tone:': u'\U0001F3FE',
u':medium-light_skin_tone:': u'\U0001F3FC',
u':medium_skin_tone:': u'\U0001F3FD',
u':megaphone:': u'\U0001F4E3',
u':melon:': u'\U0001F348',
u':memo:': u'\U0001F4DD',
u':men_with_bunny_ears_partying:': u'\U0001F46F \U0000200D \U00002642 \U0000FE0F',
u':men_wrestling:': u'\U0001F93C \U0000200D \U00002642 \U0000FE0F',
u':menorah:': u'\U0001F54E',
u':men’s_room:': u'\U0001F6B9',
u':metro:': u'\U0001F687',
u':microphone:': u'\U0001F3A4',
u':microscope:': u'\U0001F52C',
u':middle_finger:': u'\U0001F595',
u':middle_finger_dark_skin_tone:': u'\U0001F595 \U0001F3FF',
u':middle_finger_light_skin_tone:': u'\U0001F595 \U0001F3FB',
u':middle_finger_medium-dark_skin_tone:': u'\U0001F595 \U0001F3FE',
u':middle_finger_medium-light_skin_tone:': u'\U0001F595 \U0001F3FC',
u':middle_finger_medium_skin_tone:': u'\U0001F595 \U0001F3FD',
u':military_medal:': u'\U0001F396',
u':milky_way:': u'\U0001F30C',
u':minibus:': u'\U0001F690',
u':moai:': u'\U0001F5FF',
u':mobile_phone:': u'\U0001F4F1',
u':mobile_phone_off:': u'\U0001F4F4',
u':mobile_phone_with_arrow:': u'\U0001F4F2',
u':money-mouth_face:': u'\U0001F911',
u':money_bag:': u'\U0001F4B0',
u':money_with_wings:': u'\U0001F4B8',
u':monkey:': u'\U0001F412',
u':monkey_face:': u'\U0001F435',
u':monorail:': u'\U0001F69D',
u':moon_viewing_ceremony:': u'\U0001F391',
u':mosque:': u'\U0001F54C',
u':motor_boat:': u'\U0001F6E5',
u':motor_scooter:': u'\U0001F6F5',
u':motorcycle:': u'\U0001F3CD',
u':motorway:': u'\U0001F6E3',
u':mount_fuji:': u'\U0001F5FB',
u':mountain:': u'\U000026F0',
u':mountain_cableway:': u'\U0001F6A0',
u':mountain_railway:': u'\U0001F69E',
u':mouse:': u'\U0001F401',
u':mouse_face:': u'\U0001F42D',
u':mouth:': u'\U0001F444',
u':movie_camera:': u'\U0001F3A5',
u':mushroom:': u'\U0001F344',
u':musical_keyboard:': u'\U0001F3B9',
u':musical_note:': u'\U0001F3B5',
u':musical_notes:': u'\U0001F3B6',
u':musical_score:': u'\U0001F3BC',
u':muted_speaker:': u'\U0001F507',
u':nail_polish:': u'\U0001F485',
u':nail_polish_dark_skin_tone:': u'\U0001F485 \U0001F3FF',
u':nail_polish_light_skin_tone:': u'\U0001F485 \U0001F3FB',
u':nail_polish_medium-dark_skin_tone:': u'\U0001F485 \U0001F3FE',
u':nail_polish_medium-light_skin_tone:': u'\U0001F485 \U0001F3FC',
u':nail_polish_medium_skin_tone:': u'\U0001F485 \U0001F3FD',
u':name_badge:': u'\U0001F4DB',
u':national_park:': u'\U0001F3DE',
u':nauseated_face:': u'\U0001F922',
u':necktie:': u'\U0001F454',
u':nerd_face:': u'\U0001F913',
u':neutral_face:': u'\U0001F610',
u':new_moon:': u'\U0001F311',
u':new_moon_face:': u'\U0001F31A',
u':newspaper:': u'\U0001F4F0',
u':next_track_button:': u'\U000023ED',
u':night_with_stars:': u'\U0001F303',
u':nine-thirty:': u'\U0001F564',
u':nine_o’clock:': u'\U0001F558',
u':no_bicycles:': u'\U0001F6B3',
u':no_entry:': u'\U000026D4',
u':no_littering:': u'\U0001F6AF',
u':no_mobile_phones:': u'\U0001F4F5',
u':no_one_under_eighteen:': u'\U0001F51E',
u':no_pedestrians:': u'\U0001F6B7',
u':no_smoking:': u'\U0001F6AD',
u':non-potable_water:': u'\U0001F6B1',
u':nose:': u'\U0001F443',
u':nose_dark_skin_tone:': u'\U0001F443 \U0001F3FF',
u':nose_light_skin_tone:': u'\U0001F443 \U0001F3FB',
u':nose_medium-dark_skin_tone:': u'\U0001F443 \U0001F3FE',
u':nose_medium-light_skin_tone:': u'\U0001F443 \U0001F3FC',
u':nose_medium_skin_tone:': u'\U0001F443 \U0001F3FD',
u':notebook:': u'\U0001F4D3',
u':notebook_with_decorative_cover:': u'\U0001F4D4',
u':nut_and_bolt:': u'\U0001F529',
u':octopus:': u'\U0001F419',
u':oden:': u'\U0001F362',
u':office_building:': u'\U0001F3E2',
u':ogre:': u'\U0001F479',
u':oil_drum:': u'\U0001F6E2',
u':old_key:': u'\U0001F5DD',
u':old_man:': u'\U0001F474',
u':old_man_dark_skin_tone:': u'\U0001F474 \U0001F3FF',
u':old_man_light_skin_tone:': u'\U0001F474 \U0001F3FB',
u':old_man_medium-dark_skin_tone:': u'\U0001F474 \U0001F3FE',
u':old_man_medium-light_skin_tone:': u'\U0001F474 \U0001F3FC',
u':old_man_medium_skin_tone:': u'\U0001F474 \U0001F3FD',
u':old_woman:': u'\U0001F475',
u':old_woman_dark_skin_tone:': u'\U0001F475 \U0001F3FF',
u':old_woman_light_skin_tone:': u'\U0001F475 \U0001F3FB',
u':old_woman_medium-dark_skin_tone:': u'\U0001F475 \U0001F3FE',
u':old_woman_medium-light_skin_tone:': u'\U0001F475 \U0001F3FC',
u':old_woman_medium_skin_tone:': u'\U0001F475 \U0001F3FD',
u':om:': u'\U0001F549',
u':oncoming_automobile:': u'\U0001F698',
u':oncoming_bus:': u'\U0001F68D',
u':oncoming_fist:': u'\U0001F44A',
u':oncoming_fist_dark_skin_tone:': u'\U0001F44A \U0001F3FF',
u':oncoming_fist_light_skin_tone:': u'\U0001F44A \U0001F3FB',
u':oncoming_fist_medium-dark_skin_tone:': u'\U0001F44A \U0001F3FE',
u':oncoming_fist_medium-light_skin_tone:': u'\U0001F44A \U0001F3FC',
u':oncoming_fist_medium_skin_tone:': u'\U0001F44A \U0001F3FD',
u':oncoming_police_car:': u'\U0001F694',
u':oncoming_taxi:': u'\U0001F696',
u':one-thirty:': u'\U0001F55C',
u':one_o’clock:': u'\U0001F550',
u':open_book:': u'\U0001F4D6',
u':open_file_folder:': u'\U0001F4C2',
u':open_hands:': u'\U0001F450',
u':open_hands_dark_skin_tone:': u'\U0001F450 \U0001F3FF',
u':open_hands_light_skin_tone:': u'\U0001F450 \U0001F3FB',
u':open_hands_medium-dark_skin_tone:': u'\U0001F450 \U0001F3FE',
u':open_hands_medium-light_skin_tone:': u'\U0001F450 \U0001F3FC',
u':open_hands_medium_skin_tone:': u'\U0001F450 \U0001F3FD',
u':open_mailbox_with_lowered_flag:': u'\U0001F4ED',
u':open_mailbox_with_raised_flag:': u'\U0001F4EC',
u':optical_disk:': u'\U0001F4BF',
u':orange_book:': u'\U0001F4D9',
u':orthodox_cross:': u'\U00002626',
u':outbox_tray:': u'\U0001F4E4',
u':owl:': u'\U0001F989',
u':ox:': u'\U0001F402',
u':package:': u'\U0001F4E6',
u':page_facing_up:': u'\U0001F4C4',
u':page_with_curl:': u'\U0001F4C3',
u':pager:': u'\U0001F4DF',
u':paintbrush:': u'\U0001F58C',
u':palm_tree:': u'\U0001F334',
u':pancakes:': u'\U0001F95E',
u':panda_face:': u'\U0001F43C',
u':paperclip:': u'\U0001F4CE',
u':part_alternation_mark:': u'\U0000303D',
u':party_popper:': u'\U0001F389',
u':passenger_ship:': u'\U0001F6F3',
u':passport_control:': u'\U0001F6C2',
u':pause_button:': u'\U000023F8',
u':paw_prints:': u'\U0001F43E',
u':peace_symbol:': u'\U0000262E',
u':peach:': u'\U0001F351',
u':peanuts:': u'\U0001F95C',
u':pear:': u'\U0001F350',
u':pen:': u'\U0001F58A',
u':pencil:': u'\U0000270F',
u':penguin:': u'\U0001F427',
u':pensive_face:': u'\U0001F614',
u':people_with_bunny_ears_partying:': u'\U0001F46F',
u':people_wrestling:': u'\U0001F93C',
u':performing_arts:': u'\U0001F3AD',
u':persevering_face:': u'\U0001F623',
u':person_biking:': u'\U0001F6B4',
u':person_biking_dark_skin_tone:': u'\U0001F6B4 \U0001F3FF',
u':person_biking_light_skin_tone:': u'\U0001F6B4 \U0001F3FB',
u':person_biking_medium-dark_skin_tone:': u'\U0001F6B4 \U0001F3FE',
u':person_biking_medium-light_skin_tone:': u'\U0001F6B4 \U0001F3FC',
u':person_biking_medium_skin_tone:': u'\U0001F6B4 \U0001F3FD',
u':person_bouncing_ball:': u'\U000026F9',
u':person_bouncing_ball_dark_skin_tone:': u'\U000026F9 \U0001F3FF',
u':person_bouncing_ball_light_skin_tone:': u'\U000026F9 \U0001F3FB',
u':person_bouncing_ball_medium-dark_skin_tone:': u'\U000026F9 \U0001F3FE',
u':person_bouncing_ball_medium-light_skin_tone:': u'\U000026F9 \U0001F3FC',
u':person_bouncing_ball_medium_skin_tone:': u'\U000026F9 \U0001F3FD',
u':person_bowing:': u'\U0001F647',
u':person_bowing_dark_skin_tone:': u'\U0001F647 \U0001F3FF',
u':person_bowing_light_skin_tone:': u'\U0001F647 \U0001F3FB',
u':person_bowing_medium-dark_skin_tone:': u'\U0001F647 \U0001F3FE',
u':person_bowing_medium-light_skin_tone:': u'\U0001F647 \U0001F3FC',
u':person_bowing_medium_skin_tone:': u'\U0001F647 \U0001F3FD',
u':person_cartwheeling:': u'\U0001F938',
u':person_cartwheeling_dark_skin_tone:': u'\U0001F938 \U0001F3FF',
u':person_cartwheeling_light_skin_tone:': u'\U0001F938 \U0001F3FB',
u':person_cartwheeling_medium-dark_skin_tone:': u'\U0001F938 \U0001F3FE',
u':person_cartwheeling_medium-light_skin_tone:': u'\U0001F938 \U0001F3FC',
u':person_cartwheeling_medium_skin_tone:': u'\U0001F938 \U0001F3FD',
u':person_facepalming:': u'\U0001F926',
u':person_facepalming_dark_skin_tone:': u'\U0001F926 \U0001F3FF',
u':person_facepalming_light_skin_tone:': u'\U0001F926 \U0001F3FB',
u':person_facepalming_medium-dark_skin_tone:': u'\U0001F926 \U0001F3FE',
u':person_facepalming_medium-light_skin_tone:': u'\U0001F926 \U0001F3FC',
u':person_facepalming_medium_skin_tone:': u'\U0001F926 \U0001F3FD',
u':person_fencing:': u'\U0001F93A',
u':person_frowning:': u'\U0001F64D',
u':person_frowning_dark_skin_tone:': u'\U0001F64D \U0001F3FF',
u':person_frowning_light_skin_tone:': u'\U0001F64D \U0001F3FB',
u':person_frowning_medium-dark_skin_tone:': u'\U0001F64D \U0001F3FE',
u':person_frowning_medium-light_skin_tone:': u'\U0001F64D \U0001F3FC',
u':person_frowning_medium_skin_tone:': u'\U0001F64D \U0001F3FD',
u':person_gesturing_NO:': u'\U0001F645',
u':person_gesturing_NO_dark_skin_tone:': u'\U0001F645 \U0001F3FF',
u':person_gesturing_NO_light_skin_tone:': u'\U0001F645 \U0001F3FB',
u':person_gesturing_NO_medium-dark_skin_tone:': u'\U0001F645 \U0001F3FE',
u':person_gesturing_NO_medium-light_skin_tone:': u'\U0001F645 \U0001F3FC',
u':person_gesturing_NO_medium_skin_tone:': u'\U0001F645 \U0001F3FD',
u':person_gesturing_OK:': u'\U0001F646',
u':person_gesturing_OK_dark_skin_tone:': u'\U0001F646 \U0001F3FF',
u':person_gesturing_OK_light_skin_tone:': u'\U0001F646 \U0001F3FB',
u':person_gesturing_OK_medium-dark_skin_tone:': u'\U0001F646 \U0001F3FE',
u':person_gesturing_OK_medium-light_skin_tone:': u'\U0001F646 \U0001F3FC',
u':person_gesturing_OK_medium_skin_tone:': u'\U0001F646 \U0001F3FD',
u':person_getting_haircut:': u'\U0001F487',
u':person_getting_haircut_dark_skin_tone:': u'\U0001F487 \U0001F3FF',
u':person_getting_haircut_light_skin_tone:': u'\U0001F487 \U0001F3FB',
u':person_getting_haircut_medium-dark_skin_tone:': u'\U0001F487 \U0001F3FE',
u':person_getting_haircut_medium-light_skin_tone:': u'\U0001F487 \U0001F3FC',
u':person_getting_haircut_medium_skin_tone:': u'\U0001F487 \U0001F3FD',
u':person_getting_massage:': u'\U0001F486',
u':person_getting_massage_dark_skin_tone:': u'\U0001F486 \U0001F3FF',
u':person_getting_massage_light_skin_tone:': u'\U0001F486 \U0001F3FB',
u':person_getting_massage_medium-dark_skin_tone:': u'\U0001F486 \U0001F3FE',
u':person_getting_massage_medium-light_skin_tone:': u'\U0001F486 \U0001F3FC',
u':person_getting_massage_medium_skin_tone:': u'\U0001F486 \U0001F3FD',
u':person_golfing:': u'\U0001F3CC',
u':person_golfing_dark_skin_tone:': u'\U0001F3CC \U0001F3FF',
u':person_golfing_light_skin_tone:': u'\U0001F3CC \U0001F3FB',
u':person_golfing_medium-dark_skin_tone:': u'\U0001F3CC \U0001F3FE',
u':person_golfing_medium-light_skin_tone:': u'\U0001F3CC \U0001F3FC',
u':person_golfing_medium_skin_tone:': u'\U0001F3CC \U0001F3FD',
u':person_in_bed:': u'\U0001F6CC',
u':person_in_bed_dark_skin_tone:': u'\U0001F6CC \U0001F3FF',
u':person_in_bed_light_skin_tone:': u'\U0001F6CC \U0001F3FB',
u':person_in_bed_medium-dark_skin_tone:': u'\U0001F6CC \U0001F3FE',
u':person_in_bed_medium-light_skin_tone:': u'\U0001F6CC \U0001F3FC',
u':person_in_bed_medium_skin_tone:': u'\U0001F6CC \U0001F3FD',
u':person_juggling:': u'\U0001F939',
u':person_juggling_dark_skin_tone:': u'\U0001F939 \U0001F3FF',
u':person_juggling_light_skin_tone:': u'\U0001F939 \U0001F3FB',
u':person_juggling_medium-dark_skin_tone:': u'\U0001F939 \U0001F3FE',
u':person_juggling_medium-light_skin_tone:': u'\U0001F939 \U0001F3FC',
u':person_juggling_medium_skin_tone:': u'\U0001F939 \U0001F3FD',
u':person_lifting_weights:': u'\U0001F3CB',
u':person_lifting_weights_dark_skin_tone:': u'\U0001F3CB \U0001F3FF',
u':person_lifting_weights_light_skin_tone:': u'\U0001F3CB \U0001F3FB',
u':person_lifting_weights_medium-dark_skin_tone:': u'\U0001F3CB \U0001F3FE',
u':person_lifting_weights_medium-light_skin_tone:': u'\U0001F3CB \U0001F3FC',
u':person_lifting_weights_medium_skin_tone:': u'\U0001F3CB \U0001F3FD',
u':person_mountain_biking:': u'\U0001F6B5',
u':person_mountain_biking_dark_skin_tone:': u'\U0001F6B5 \U0001F3FF',
u':person_mountain_biking_light_skin_tone:': u'\U0001F6B5 \U0001F3FB',
u':person_mountain_biking_medium-dark_skin_tone:': u'\U0001F6B5 \U0001F3FE',
u':person_mountain_biking_medium-light_skin_tone:': u'\U0001F6B5 \U0001F3FC',
u':person_mountain_biking_medium_skin_tone:': u'\U0001F6B5 \U0001F3FD',
u':person_playing_handball:': u'\U0001F93E',
u':person_playing_handball_dark_skin_tone:': u'\U0001F93E \U0001F3FF',
u':person_playing_handball_light_skin_tone:': u'\U0001F93E \U0001F3FB',
u':person_playing_handball_medium-dark_skin_tone:': u'\U0001F93E \U0001F3FE',
u':person_playing_handball_medium-light_skin_tone:': u'\U0001F93E \U0001F3FC',
u':person_playing_handball_medium_skin_tone:': u'\U0001F93E \U0001F3FD',
u':person_playing_water_polo:': u'\U0001F93D',
u':person_playing_water_polo_dark_skin_tone:': u'\U0001F93D \U0001F3FF',
u':person_playing_water_polo_light_skin_tone:': u'\U0001F93D \U0001F3FB',
u':person_playing_water_polo_medium-dark_skin_tone:': u'\U0001F93D \U0001F3FE',
u':person_playing_water_polo_medium-light_skin_tone:': u'\U0001F93D \U0001F3FC',
u':person_playing_water_polo_medium_skin_tone:': u'\U0001F93D \U0001F3FD',
u':person_pouting:': u'\U0001F64E',
u':person_pouting_dark_skin_tone:': u'\U0001F64E \U0001F3FF',
u':person_pouting_light_skin_tone:': u'\U0001F64E \U0001F3FB',
u':person_pouting_medium-dark_skin_tone:': u'\U0001F64E \U0001F3FE',
u':person_pouting_medium-light_skin_tone:': u'\U0001F64E \U0001F3FC',
u':person_pouting_medium_skin_tone:': u'\U0001F64E \U0001F3FD',
u':person_raising_hand:': u'\U0001F64B',
u':person_raising_hand_dark_skin_tone:': u'\U0001F64B \U0001F3FF',
u':person_raising_hand_light_skin_tone:': u'\U0001F64B \U0001F3FB',
u':person_raising_hand_medium-dark_skin_tone:': u'\U0001F64B \U0001F3FE',
u':person_raising_hand_medium-light_skin_tone:': u'\U0001F64B \U0001F3FC',
u':person_raising_hand_medium_skin_tone:': u'\U0001F64B \U0001F3FD',
u':person_rowing_boat:': u'\U0001F6A3',
u':person_rowing_boat_dark_skin_tone:': u'\U0001F6A3 \U0001F3FF',
u':person_rowing_boat_light_skin_tone:': u'\U0001F6A3 \U0001F3FB',
u':person_rowing_boat_medium-dark_skin_tone:': u'\U0001F6A3 \U0001F3FE',
u':person_rowing_boat_medium-light_skin_tone:': u'\U0001F6A3 \U0001F3FC',
u':person_rowing_boat_medium_skin_tone:': u'\U0001F6A3 \U0001F3FD',
u':person_running:': u'\U0001F3C3',
u':person_running_dark_skin_tone:': u'\U0001F3C3 \U0001F3FF',
u':person_running_light_skin_tone:': u'\U0001F3C3 \U0001F3FB',
u':person_running_medium-dark_skin_tone:': u'\U0001F3C3 \U0001F3FE',
u':person_running_medium-light_skin_tone:': u'\U0001F3C3 \U0001F3FC',
u':person_running_medium_skin_tone:': u'\U0001F3C3 \U0001F3FD',
u':person_shrugging:': u'\U0001F937',
u':person_shrugging_dark_skin_tone:': u'\U0001F937 \U0001F3FF',
u':person_shrugging_light_skin_tone:': u'\U0001F937 \U0001F3FB',
u':person_shrugging_medium-dark_skin_tone:': u'\U0001F937 \U0001F3FE',
u':person_shrugging_medium-light_skin_tone:': u'\U0001F937 \U0001F3FC',
u':person_shrugging_medium_skin_tone:': u'\U0001F937 \U0001F3FD',
u':person_surfing:': u'\U0001F3C4',
u':person_surfing_dark_skin_tone:': u'\U0001F3C4 \U0001F3FF',
u':person_surfing_light_skin_tone:': u'\U0001F3C4 \U0001F3FB',
u':person_surfing_medium-dark_skin_tone:': u'\U0001F3C4 \U0001F3FE',
u':person_surfing_medium-light_skin_tone:': u'\U0001F3C4 \U0001F3FC',
u':person_surfing_medium_skin_tone:': u'\U0001F3C4 \U0001F3FD',
u':person_swimming:': u'\U0001F3CA',
u':person_swimming_dark_skin_tone:': u'\U0001F3CA \U0001F3FF',
u':person_swimming_light_skin_tone:': u'\U0001F3CA \U0001F3FB',
u':person_swimming_medium-dark_skin_tone:': u'\U0001F3CA \U0001F3FE',
u':person_swimming_medium-light_skin_tone:': u'\U0001F3CA \U0001F3FC',
u':person_swimming_medium_skin_tone:': u'\U0001F3CA \U0001F3FD',
u':person_taking_bath:': u'\U0001F6C0',
u':person_taking_bath_dark_skin_tone:': u'\U0001F6C0 \U0001F3FF',
u':person_taking_bath_light_skin_tone:': u'\U0001F6C0 \U0001F3FB',
u':person_taking_bath_medium-dark_skin_tone:': u'\U0001F6C0 \U0001F3FE',
u':person_taking_bath_medium-light_skin_tone:': u'\U0001F6C0 \U0001F3FC',
u':person_taking_bath_medium_skin_tone:': u'\U0001F6C0 \U0001F3FD',
u':person_tipping_hand:': u'\U0001F481',
u':person_tipping_hand_dark_skin_tone:': u'\U0001F481 \U0001F3FF',
u':person_tipping_hand_light_skin_tone:': u'\U0001F481 \U0001F3FB',
u':person_tipping_hand_medium-dark_skin_tone:': u'\U0001F481 \U0001F3FE',
u':person_tipping_hand_medium-light_skin_tone:': u'\U0001F481 \U0001F3FC',
u':person_tipping_hand_medium_skin_tone:': u'\U0001F481 \U0001F3FD',
u':person_walking:': u'\U0001F6B6',
u':person_walking_dark_skin_tone:': u'\U0001F6B6 \U0001F3FF',
u':person_walking_light_skin_tone:': u'\U0001F6B6 \U0001F3FB',
u':person_walking_medium-dark_skin_tone:': u'\U0001F6B6 \U0001F3FE',
u':person_walking_medium-light_skin_tone:': u'\U0001F6B6 \U0001F3FC',
u':person_walking_medium_skin_tone:': u'\U0001F6B6 \U0001F3FD',
u':person_wearing_turban:': u'\U0001F473',
u':person_wearing_turban_dark_skin_tone:': u'\U0001F473 \U0001F3FF',
u':person_wearing_turban_light_skin_tone:': u'\U0001F473 \U0001F3FB',
u':person_wearing_turban_medium-dark_skin_tone:': u'\U0001F473 \U0001F3FE',
u':person_wearing_turban_medium-light_skin_tone:': u'\U0001F473 \U0001F3FC',
u':person_wearing_turban_medium_skin_tone:': u'\U0001F473 \U0001F3FD',
u':pick:': u'\U000026CF',
u':pig:': u'\U0001F416',
u':pig_face:': u'\U0001F437',
u':pig_nose:': u'\U0001F43D',
u':pile_of_poo:': u'\U0001F4A9',
u':pill:': u'\U0001F48A',
u':pine_decoration:': u'\U0001F38D',
u':pineapple:': u'\U0001F34D',
u':ping_pong:': u'\U0001F3D3',
u':pistol:': u'\U0001F52B',
u':pizza:': u'\U0001F355',
u':place_of_worship:': u'\U0001F6D0',
u':play_button:': u'\U000025B6',
u':play_or_pause_button:': u'\U000023EF',
u':police_car:': u'\U0001F693',
u':police_car_light:': u'\U0001F6A8',
u':police_officer:': u'\U0001F46E',
u':police_officer_dark_skin_tone:': u'\U0001F46E \U0001F3FF',
u':police_officer_light_skin_tone:': u'\U0001F46E \U0001F3FB',
u':police_officer_medium-dark_skin_tone:': u'\U0001F46E \U0001F3FE',
u':police_officer_medium-light_skin_tone:': u'\U0001F46E \U0001F3FC',
u':police_officer_medium_skin_tone:': u'\U0001F46E \U0001F3FD',
u':poodle:': u'\U0001F429',
u':pool_8_ball:': u'\U0001F3B1',
u':popcorn:': u'\U0001F37F',
u':post_office:': u'\U0001F3E4',
u':postal_horn:': u'\U0001F4EF',
u':postbox:': u'\U0001F4EE',
u':pot_of_food:': u'\U0001F372',
u':potable_water:': u'\U0001F6B0',
u':potato:': u'\U0001F954',
u':poultry_leg:': u'\U0001F357',
u':pound_banknote:': u'\U0001F4B7',
u':pouting_cat_face:': u'\U0001F63E',
u':pouting_face:': u'\U0001F621',
u':prayer_beads:': u'\U0001F4FF',
u':pregnant_woman:': u'\U0001F930',
u':pregnant_woman_dark_skin_tone:': u'\U0001F930 \U0001F3FF',
u':pregnant_woman_light_skin_tone:': u'\U0001F930 \U0001F3FB',
u':pregnant_woman_medium-dark_skin_tone:': u'\U0001F930 \U0001F3FE',
u':pregnant_woman_medium-light_skin_tone:': u'\U0001F930 \U0001F3FC',
u':pregnant_woman_medium_skin_tone:': u'\U0001F930 \U0001F3FD',
u':prince:': u'\U0001F934',
u':prince_dark_skin_tone:': u'\U0001F934 \U0001F3FF',
u':prince_light_skin_tone:': u'\U0001F934 \U0001F3FB',
u':prince_medium-dark_skin_tone:': u'\U0001F934 \U0001F3FE',
u':prince_medium-light_skin_tone:': u'\U0001F934 \U0001F3FC',
u':prince_medium_skin_tone:': u'\U0001F934 \U0001F3FD',
u':princess:': u'\U0001F478',
u':princess_dark_skin_tone:': u'\U0001F478 \U0001F3FF',
u':princess_light_skin_tone:': u'\U0001F478 \U0001F3FB',
u':princess_medium-dark_skin_tone:': u'\U0001F478 \U0001F3FE',
u':princess_medium-light_skin_tone:': u'\U0001F478 \U0001F3FC',
u':princess_medium_skin_tone:': u'\U0001F478 \U0001F3FD',
u':printer:': u'\U0001F5A8',
u':prohibited:': u'\U0001F6AB',
u':purple_heart:': u'\U0001F49C',
u':purse:': u'\U0001F45B',
u':pushpin:': u'\U0001F4CC',
u':question_mark:': u'\U00002753',
u':rabbit:': u'\U0001F407',
u':rabbit_face:': u'\U0001F430',
u':racing_car:': u'\U0001F3CE',
u':radio:': u'\U0001F4FB',
u':radio_button:': u'\U0001F518',
u':radioactive:': u'\U00002622',
u':railway_car:': u'\U0001F683',
u':railway_track:': u'\U0001F6E4',
u':rainbow:': u'\U0001F308',
u':rainbow_flag:': u'\U0001F3F3 \U0000FE0F \U0000200D \U0001F308',
u':raised_back_of_hand:': u'\U0001F91A',
u':raised_back_of_hand_dark_skin_tone:': u'\U0001F91A \U0001F3FF',
u':raised_back_of_hand_light_skin_tone:': u'\U0001F91A \U0001F3FB',
u':raised_back_of_hand_medium-dark_skin_tone:': u'\U0001F91A \U0001F3FE',
u':raised_back_of_hand_medium-light_skin_tone:': u'\U0001F91A \U0001F3FC',
u':raised_back_of_hand_medium_skin_tone:': u'\U0001F91A \U0001F3FD',
u':raised_fist:': u'\U0000270A',
u':raised_fist_dark_skin_tone:': u'\U0000270A \U0001F3FF',
u':raised_fist_light_skin_tone:': u'\U0000270A \U0001F3FB',
u':raised_fist_medium-dark_skin_tone:': u'\U0000270A \U0001F3FE',
u':raised_fist_medium-light_skin_tone:': u'\U0000270A \U0001F3FC',
u':raised_fist_medium_skin_tone:': u'\U0000270A \U0001F3FD',
u':raised_hand:': u'\U0000270B',
u':raised_hand_dark_skin_tone:': u'\U0000270B \U0001F3FF',
u':raised_hand_light_skin_tone:': u'\U0000270B \U0001F3FB',
u':raised_hand_medium-dark_skin_tone:': u'\U0000270B \U0001F3FE',
u':raised_hand_medium-light_skin_tone:': u'\U0000270B \U0001F3FC',
u':raised_hand_medium_skin_tone:': u'\U0000270B \U0001F3FD',
u':raised_hand_with_fingers_splayed:': u'\U0001F590',
u':raised_hand_with_fingers_splayed_dark_skin_tone:': u'\U0001F590 \U0001F3FF',
u':raised_hand_with_fingers_splayed_light_skin_tone:': u'\U0001F590 \U0001F3FB',
u':raised_hand_with_fingers_splayed_medium-dark_skin_tone:': u'\U0001F590 \U0001F3FE',
u':raised_hand_with_fingers_splayed_medium-light_skin_tone:': u'\U0001F590 \U0001F3FC',
u':raised_hand_with_fingers_splayed_medium_skin_tone:': u'\U0001F590 \U0001F3FD',
u':raising_hands:': u'\U0001F64C',
u':raising_hands_dark_skin_tone:': u'\U0001F64C \U0001F3FF',
u':raising_hands_light_skin_tone:': u'\U0001F64C \U0001F3FB',
u':raising_hands_medium-dark_skin_tone:': u'\U0001F64C \U0001F3FE',
u':raising_hands_medium-light_skin_tone:': u'\U0001F64C \U0001F3FC',
u':raising_hands_medium_skin_tone:': u'\U0001F64C \U0001F3FD',
u':ram:': u'\U0001F40F',
u':rat:': u'\U0001F400',
u':record_button:': u'\U000023FA',
u':recycling_symbol:': u'\U0000267B',
u':red_apple:': u'\U0001F34E',
u':red_circle:': u'\U0001F534',
u':red_heart:': u'\U00002764',
u':red_paper_lantern:': u'\U0001F3EE',
u':red_triangle_pointed_down:': u'\U0001F53B',
u':red_triangle_pointed_up:': u'\U0001F53A',
u':registered:': u'\U000000AE',
u':relieved_face:': u'\U0001F60C',
u':reminder_ribbon:': u'\U0001F397',
u':repeat_button:': u'\U0001F501',
u':repeat_single_button:': u'\U0001F502',
u':rescue_worker’s_helmet:': u'\U000026D1',
u':restroom:': u'\U0001F6BB',
u':reverse_button:': u'\U000025C0',
u':revolving_hearts:': u'\U0001F49E',
u':rhinoceros:': u'\U0001F98F',
u':ribbon:': u'\U0001F380',
u':rice_ball:': u'\U0001F359',
u':rice_cracker:': u'\U0001F358',
u':right-facing_fist:': u'\U0001F91C',
u':right-facing_fist_dark_skin_tone:': u'\U0001F91C \U0001F3FF',
u':right-facing_fist_light_skin_tone:': u'\U0001F91C \U0001F3FB',
u':right-facing_fist_medium-dark_skin_tone:': u'\U0001F91C \U0001F3FE',
u':right-facing_fist_medium-light_skin_tone:': u'\U0001F91C \U0001F3FC',
u':right-facing_fist_medium_skin_tone:': u'\U0001F91C \U0001F3FD',
u':right-pointing_magnifying_glass:': u'\U0001F50E',
u':right_anger_bubble:': u'\U0001F5EF',
u':right_arrow:': u'\U000027A1',
u':right_arrow_curving_down:': u'\U00002935',
u':right_arrow_curving_left:': u'\U000021A9',
u':right_arrow_curving_up:': u'\U00002934',
u':ring:': u'\U0001F48D',
u':roasted_sweet_potato:': u'\U0001F360',
u':robot_face:': u'\U0001F916',
u':rocket:': u'\U0001F680',
u':rolled-up_newspaper:': u'\U0001F5DE',
u':roller_coaster:': u'\U0001F3A2',
u':rolling_on_the_floor_laughing:': u'\U0001F923',
u':rooster:': u'\U0001F413',
u':rose:': u'\U0001F339',
u':rosette:': u'\U0001F3F5',
u':round_pushpin:': u'\U0001F4CD',
u':rugby_football:': u'\U0001F3C9',
u':running_shirt:': u'\U0001F3BD',
u':running_shoe:': u'\U0001F45F',
u':sailboat:': u'\U000026F5',
u':sake:': u'\U0001F376',
u':satellite:': u'\U0001F6F0',
u':satellite_antenna:': u'\U0001F4E1',
u':saxophone:': u'\U0001F3B7',
u':school:': u'\U0001F3EB',
u':school_backpack:': u'\U0001F392',
u':scissors:': u'\U00002702',
u':scorpion:': u'\U0001F982',
u':scroll:': u'\U0001F4DC',
u':seat:': u'\U0001F4BA',
u':see-no-evil_monkey:': u'\U0001F648',
u':seedling:': u'\U0001F331',
u':selfie:': u'\U0001F933',
u':selfie_dark_skin_tone:': u'\U0001F933 \U0001F3FF',
u':selfie_light_skin_tone:': u'\U0001F933 \U0001F3FB',
u':selfie_medium-dark_skin_tone:': u'\U0001F933 \U0001F3FE',
u':selfie_medium-light_skin_tone:': u'\U0001F933 \U0001F3FC',
u':selfie_medium_skin_tone:': u'\U0001F933 \U0001F3FD',
u':seven-thirty:': u'\U0001F562',
u':seven_o’clock:': u'\U0001F556',
u':shallow_pan_of_food:': u'\U0001F958',
u':shamrock:': u'\U00002618',
u':shark:': u'\U0001F988',
u':shaved_ice:': u'\U0001F367',
u':sheaf_of_rice:': u'\U0001F33E',
u':sheep:': u'\U0001F411',
u':shield:': u'\U0001F6E1',
u':shinto_shrine:': u'\U000026E9',
u':ship:': u'\U0001F6A2',
u':shooting_star:': u'\U0001F320',
u':shopping_bags:': u'\U0001F6CD',
u':shopping_cart:': u'\U0001F6D2',
u':shortcake:': u'\U0001F370',
u':shower:': u'\U0001F6BF',
u':shrimp:': u'\U0001F990',
u':shuffle_tracks_button:': u'\U0001F500',
u':sign_of_the_horns:': u'\U0001F918',
u':sign_of_the_horns_dark_skin_tone:': u'\U0001F918 \U0001F3FF',
u':sign_of_the_horns_light_skin_tone:': u'\U0001F918 \U0001F3FB',
u':sign_of_the_horns_medium-dark_skin_tone:': u'\U0001F918 \U0001F3FE',
u':sign_of_the_horns_medium-light_skin_tone:': u'\U0001F918 \U0001F3FC',
u':sign_of_the_horns_medium_skin_tone:': u'\U0001F918 \U0001F3FD',
u':six-thirty:': u'\U0001F561',
u':six_o’clock:': u'\U0001F555',
u':skier:': u'\U000026F7',
u':skis:': u'\U0001F3BF',
u':skull:': u'\U0001F480',
u':skull_and_crossbones:': u'\U00002620',
u':sleeping_face:': u'\U0001F634',
u':sleepy_face:': u'\U0001F62A',
u':slightly_frowning_face:': u'\U0001F641',
u':slightly_smiling_face:': u'\U0001F642',
u':slot_machine:': u'\U0001F3B0',
u':small_airplane:': u'\U0001F6E9',
u':small_blue_diamond:': u'\U0001F539',
u':small_orange_diamond:': u'\U0001F538',
u':smiling_cat_face_with_heart-eyes:': u'\U0001F63B',
u':smiling_cat_face_with_open_mouth:': u'\U0001F63A',
u':smiling_face:': u'\U0000263A',
u':smiling_face_with_halo:': u'\U0001F607',
u':smiling_face_with_heart-eyes:': u'\U0001F60D',
u':smiling_face_with_horns:': u'\U0001F608',
u':smiling_face_with_open_mouth:': u'\U0001F603',
u':smiling_face_with_open_mouth_&_closed_eyes:': u'\U0001F606',
u':smiling_face_with_open_mouth_&_cold_sweat:': u'\U0001F605',
u':smiling_face_with_open_mouth_&_smiling_eyes:': u'\U0001F604',
u':smiling_face_with_smiling_eyes:': u'\U0001F60A',
u':smiling_face_with_sunglasses:': u'\U0001F60E',
u':smirking_face:': u'\U0001F60F',
u':snail:': u'\U0001F40C',
u':snake:': u'\U0001F40D',
u':sneezing_face:': u'\U0001F927',
u':snow-capped_mountain:': u'\U0001F3D4',
u':snowboarder:': u'\U0001F3C2',
u':snowboarder_dark_skin_tone:': u'\U0001F3C2 \U0001F3FF',
u':snowboarder_light_skin_tone:': u'\U0001F3C2 \U0001F3FB',
u':snowboarder_medium-dark_skin_tone:': u'\U0001F3C2 \U0001F3FE',
u':snowboarder_medium-light_skin_tone:': u'\U0001F3C2 \U0001F3FC',
u':snowboarder_medium_skin_tone:': u'\U0001F3C2 \U0001F3FD',
u':snowflake:': u'\U00002744',
u':snowman:': u'\U00002603',
u':snowman_without_snow:': u'\U000026C4',
u':soccer_ball:': u'\U000026BD',
u':soft_ice_cream:': u'\U0001F366',
u':spade_suit:': u'\U00002660',
u':spaghetti:': u'\U0001F35D',
u':sparkle:': u'\U00002747',
u':sparkler:': u'\U0001F387',
u':sparkles:': u'\U00002728',
u':sparkling_heart:': u'\U0001F496',
u':speak-no-evil_monkey:': u'\U0001F64A',
u':speaker_high_volume:': u'\U0001F50A',
u':speaker_low_volume:': u'\U0001F508',
u':speaker_medium_volume:': u'\U0001F509',
u':speaking_head:': u'\U0001F5E3',
u':speech_balloon:': u'\U0001F4AC',
u':speedboat:': u'\U0001F6A4',
u':spider:': u'\U0001F577',
u':spider_web:': u'\U0001F578',
u':spiral_calendar:': u'\U0001F5D3',
u':spiral_notepad:': u'\U0001F5D2',
u':spiral_shell:': u'\U0001F41A',
u':spoon:': u'\U0001F944',
u':sport_utility_vehicle:': u'\U0001F699',
u':sports_medal:': u'\U0001F3C5',
u':spouting_whale:': u'\U0001F433',
u':squid:': u'\U0001F991',
u':stadium:': u'\U0001F3DF',
u':star_and_crescent:': u'\U0000262A',
u':star_of_David:': u'\U00002721',
u':station:': u'\U0001F689',
u':steaming_bowl:': u'\U0001F35C',
u':stop_button:': u'\U000023F9',
u':stop_sign:': u'\U0001F6D1',
u':stopwatch:': u'\U000023F1',
u':straight_ruler:': u'\U0001F4CF',
u':strawberry:': u'\U0001F353',
u':studio_microphone:': u'\U0001F399',
u':stuffed_flatbread:': u'\U0001F959',
u':sun:': u'\U00002600',
u':sun_behind_cloud:': u'\U000026C5',
u':sun_behind_large_cloud:': u'\U0001F325',
u':sun_behind_rain_cloud:': u'\U0001F326',
u':sun_behind_small_cloud:': u'\U0001F324',
u':sun_with_face:': u'\U0001F31E',
u':sunflower:': u'\U0001F33B',
u':sunglasses:': u'\U0001F576',
u':sunrise:': u'\U0001F305',
u':sunrise_over_mountains:': u'\U0001F304',
u':sunset:': u'\U0001F307',
u':sushi:': u'\U0001F363',
u':suspension_railway:': u'\U0001F69F',
u':sweat_droplets:': u'\U0001F4A6',
u':synagogue:': u'\U0001F54D',
u':syringe:': u'\U0001F489',
u':t-shirt:': u'\U0001F455',
u':taco:': u'\U0001F32E',
u':tanabata_tree:': u'\U0001F38B',
u':tangerine:': u'\U0001F34A',
u':taxi:': u'\U0001F695',
u':teacup_without_handle:': u'\U0001F375',
u':tear-off_calendar:': u'\U0001F4C6',
u':telephone:': u'\U0000260E',
u':telephone_receiver:': u'\U0001F4DE',
u':telescope:': u'\U0001F52D',
u':television:': u'\U0001F4FA',
u':ten-thirty:': u'\U0001F565',
u':ten_o’clock:': u'\U0001F559',
u':tennis:': u'\U0001F3BE',
u':tent:': u'\U000026FA',
u':thermometer:': u'\U0001F321',
u':thinking_face:': u'\U0001F914',
u':thought_balloon:': u'\U0001F4AD',
u':three-thirty:': u'\U0001F55E',
u':three_o’clock:': u'\U0001F552',
u':thumbs_down:': u'\U0001F44E',
u':thumbs_down_dark_skin_tone:': u'\U0001F44E \U0001F3FF',
u':thumbs_down_light_skin_tone:': u'\U0001F44E \U0001F3FB',
u':thumbs_down_medium-dark_skin_tone:': u'\U0001F44E \U0001F3FE',
u':thumbs_down_medium-light_skin_tone:': u'\U0001F44E \U0001F3FC',
u':thumbs_down_medium_skin_tone:': u'\U0001F44E \U0001F3FD',
u':thumbs_up:': u'\U0001F44D',
u':thumbs_up_dark_skin_tone:': u'\U0001F44D \U0001F3FF',
u':thumbs_up_light_skin_tone:': u'\U0001F44D \U0001F3FB',
u':thumbs_up_medium-dark_skin_tone:': u'\U0001F44D \U0001F3FE',
u':thumbs_up_medium-light_skin_tone:': u'\U0001F44D \U0001F3FC',
u':thumbs_up_medium_skin_tone:': u'\U0001F44D \U0001F3FD',
u':ticket:': u'\U0001F3AB',
u':tiger:': u'\U0001F405',
u':tiger_face:': u'\U0001F42F',
u':timer_clock:': u'\U000023F2',
u':tired_face:': u'\U0001F62B',
u':toilet:': u'\U0001F6BD',
u':tomato:': u'\U0001F345',
u':tongue:': u'\U0001F445',
u':top_hat:': u'\U0001F3A9',
u':tornado:': u'\U0001F32A',
u':trackball:': u'\U0001F5B2',
u':tractor:': u'\U0001F69C',
u':trade_mark:': u'\U00002122',
u':train:': u'\U0001F686',
u':tram:': u'\U0001F68A',
u':tram_car:': u'\U0001F68B',
u':triangular_flag:': u'\U0001F6A9',
u':triangular_ruler:': u'\U0001F4D0',
u':trident_emblem:': u'\U0001F531',
u':trolleybus:': u'\U0001F68E',
u':trophy:': u'\U0001F3C6',
u':tropical_drink:': u'\U0001F379',
u':tropical_fish:': u'\U0001F420',
u':trumpet:': u'\U0001F3BA',
u':tulip:': u'\U0001F337',
u':tumbler_glass:': u'\U0001F943',
u':turkey:': u'\U0001F983',
u':turtle:': u'\U0001F422',
u':twelve-thirty:': u'\U0001F567',
u':twelve_o’clock:': u'\U0001F55B',
u':two-hump_camel:': u'\U0001F42B',
u':two-thirty:': u'\U0001F55D',
u':two_hearts:': u'\U0001F495',
u':two_men_holding_hands:': u'\U0001F46C',
u':two_o’clock:': u'\U0001F551',
u':two_women_holding_hands:': u'\U0001F46D',
u':umbrella:': u'\U00002602',
u':umbrella_on_ground:': u'\U000026F1',
u':umbrella_with_rain_drops:': u'\U00002614',
u':unamused_face:': u'\U0001F612',
u':unicorn_face:': u'\U0001F984',
u':unlocked:': u'\U0001F513',
u':up-down_arrow:': u'\U00002195',
u':up-left_arrow:': u'\U00002196',
u':up-right_arrow:': u'\U00002197',
u':up_arrow:': u'\U00002B06',
u':up_button:': u'\U0001F53C',
u':upside-down_face:': u'\U0001F643',
u':vertical_traffic_light:': u'\U0001F6A6',
u':vibration_mode:': u'\U0001F4F3',
u':victory_hand:': u'\U0000270C',
u':victory_hand_dark_skin_tone:': u'\U0000270C \U0001F3FF',
u':victory_hand_light_skin_tone:': u'\U0000270C \U0001F3FB',
u':victory_hand_medium-dark_skin_tone:': u'\U0000270C \U0001F3FE',
u':victory_hand_medium-light_skin_tone:': u'\U0000270C \U0001F3FC',
u':victory_hand_medium_skin_tone:': u'\U0000270C \U0001F3FD',
u':video_camera:': u'\U0001F4F9',
u':video_game:': u'\U0001F3AE',
u':videocassette:': u'\U0001F4FC',
u':violin:': u'\U0001F3BB',
u':volcano:': u'\U0001F30B',
u':volleyball:': u'\U0001F3D0',
u':vulcan_salute:': u'\U0001F596',
u':vulcan_salute_dark_skin_tone:': u'\U0001F596 \U0001F3FF',
u':vulcan_salute_light_skin_tone:': u'\U0001F596 \U0001F3FB',
u':vulcan_salute_medium-dark_skin_tone:': u'\U0001F596 \U0001F3FE',
u':vulcan_salute_medium-light_skin_tone:': u'\U0001F596 \U0001F3FC',
u':vulcan_salute_medium_skin_tone:': u'\U0001F596 \U0001F3FD',
u':waning_crescent_moon:': u'\U0001F318',
u':waning_gibbous_moon:': u'\U0001F316',
u':warning:': u'\U000026A0',
u':wastebasket:': u'\U0001F5D1',
u':watch:': u'\U0000231A',
u':water_buffalo:': u'\U0001F403',
u':water_closet:': u'\U0001F6BE',
u':water_wave:': u'\U0001F30A',
u':watermelon:': u'\U0001F349',
u':waving_hand:': u'\U0001F44B',
u':waving_hand_dark_skin_tone:': u'\U0001F44B \U0001F3FF',
u':waving_hand_light_skin_tone:': u'\U0001F44B \U0001F3FB',
u':waving_hand_medium-dark_skin_tone:': u'\U0001F44B \U0001F3FE',
u':waving_hand_medium-light_skin_tone:': u'\U0001F44B \U0001F3FC',
u':waving_hand_medium_skin_tone:': u'\U0001F44B \U0001F3FD',
u':wavy_dash:': u'\U00003030',
u':waxing_crescent_moon:': u'\U0001F312',
u':waxing_gibbous_moon:': u'\U0001F314',
u':weary_cat_face:': u'\U0001F640',
u':weary_face:': u'\U0001F629',
u':wedding:': u'\U0001F492',
u':whale:': u'\U0001F40B',
u':wheel_of_dharma:': u'\U00002638',
u':wheelchair_symbol:': u'\U0000267F',
u':white_circle:': u'\U000026AA',
u':white_exclamation_mark:': u'\U00002755',
u':white_flag:': u'\U0001F3F3',
u':white_flower:': u'\U0001F4AE',
u':white_heavy_check_mark:': u'\U00002705',
u':white_large_square:': u'\U00002B1C',
u':white_medium-small_square:': u'\U000025FD',
u':white_medium_square:': u'\U000025FB',
u':white_medium_star:': u'\U00002B50',
u':white_question_mark:': u'\U00002754',
u':white_small_square:': u'\U000025AB',
u':white_square_button:': u'\U0001F533',
u':wilted_flower:': u'\U0001F940',
u':wind_chime:': u'\U0001F390',
u':wind_face:': u'\U0001F32C',
u':wine_glass:': u'\U0001F377',
u':winking_face:': u'\U0001F609',
u':wolf_face:': u'\U0001F43A',
u':woman:': u'\U0001F469',
u':woman_artist:': u'\U0001F469 \U0000200D \U0001F3A8',
u':woman_artist_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F3A8',
u':woman_artist_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F3A8',
u':woman_artist_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F3A8',
u':woman_artist_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F3A8',
u':woman_artist_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F3A8',
u':woman_astronaut:': u'\U0001F469 \U0000200D \U0001F680',
u':woman_astronaut_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F680',
u':woman_astronaut_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F680',
u':woman_astronaut_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F680',
u':woman_astronaut_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F680',
u':woman_astronaut_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F680',
u':woman_biking:': u'\U0001F6B4 \U0000200D \U00002640 \U0000FE0F',
u':woman_biking_dark_skin_tone:': u'\U0001F6B4 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_biking_light_skin_tone:': u'\U0001F6B4 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_biking_medium-dark_skin_tone:': u'\U0001F6B4 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_biking_medium-light_skin_tone:': u'\U0001F6B4 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_biking_medium_skin_tone:': u'\U0001F6B4 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_bouncing_ball:': u'\U000026F9 \U0000FE0F \U0000200D \U00002640 \U0000FE0F',
u':woman_bouncing_ball_dark_skin_tone:': u'\U000026F9 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_bouncing_ball_light_skin_tone:': u'\U000026F9 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_bouncing_ball_medium-dark_skin_tone:': u'\U000026F9 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_bouncing_ball_medium-light_skin_tone:': u'\U000026F9 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_bouncing_ball_medium_skin_tone:': u'\U000026F9 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_bowing:': u'\U0001F647 \U0000200D \U00002640 \U0000FE0F',
u':woman_bowing_dark_skin_tone:': u'\U0001F647 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_bowing_light_skin_tone:': u'\U0001F647 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_bowing_medium-dark_skin_tone:': u'\U0001F647 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_bowing_medium-light_skin_tone:': u'\U0001F647 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_bowing_medium_skin_tone:': u'\U0001F647 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_cartwheeling:': u'\U0001F938 \U0000200D \U00002640 \U0000FE0F',
u':woman_cartwheeling_dark_skin_tone:': u'\U0001F938 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_cartwheeling_light_skin_tone:': u'\U0001F938 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_cartwheeling_medium-dark_skin_tone:': u'\U0001F938 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_cartwheeling_medium-light_skin_tone:': u'\U0001F938 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_cartwheeling_medium_skin_tone:': u'\U0001F938 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_construction_worker:': u'\U0001F477 \U0000200D \U00002640 \U0000FE0F',
u':woman_construction_worker_dark_skin_tone:': u'\U0001F477 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_construction_worker_light_skin_tone:': u'\U0001F477 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_construction_worker_medium-dark_skin_tone:': u'\U0001F477 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_construction_worker_medium-light_skin_tone:': u'\U0001F477 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_construction_worker_medium_skin_tone:': u'\U0001F477 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_cook:': u'\U0001F469 \U0000200D \U0001F373',
u':woman_cook_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F373',
u':woman_cook_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F373',
u':woman_cook_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F373',
u':woman_cook_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F373',
u':woman_cook_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F373',
u':woman_dancing:': u'\U0001F483',
u':woman_dancing_dark_skin_tone:': u'\U0001F483 \U0001F3FF',
u':woman_dancing_light_skin_tone:': u'\U0001F483 \U0001F3FB',
u':woman_dancing_medium-dark_skin_tone:': u'\U0001F483 \U0001F3FE',
u':woman_dancing_medium-light_skin_tone:': u'\U0001F483 \U0001F3FC',
u':woman_dancing_medium_skin_tone:': u'\U0001F483 \U0001F3FD',
u':woman_dark_skin_tone:': u'\U0001F469 \U0001F3FF',
u':woman_detective:': u'\U0001F575 \U0000FE0F \U0000200D \U00002640 \U0000FE0F',
u':woman_detective_dark_skin_tone:': u'\U0001F575 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_detective_light_skin_tone:': u'\U0001F575 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_detective_medium-dark_skin_tone:': u'\U0001F575 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_detective_medium-light_skin_tone:': u'\U0001F575 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_detective_medium_skin_tone:': u'\U0001F575 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_facepalming:': u'\U0001F926 \U0000200D \U00002640 \U0000FE0F',
u':woman_facepalming_dark_skin_tone:': u'\U0001F926 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_facepalming_light_skin_tone:': u'\U0001F926 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_facepalming_medium-dark_skin_tone:': u'\U0001F926 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_facepalming_medium-light_skin_tone:': u'\U0001F926 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_facepalming_medium_skin_tone:': u'\U0001F926 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_factory_worker:': u'\U0001F469 \U0000200D \U0001F3ED',
u':woman_factory_worker_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F3ED',
u':woman_factory_worker_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F3ED',
u':woman_factory_worker_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F3ED',
u':woman_factory_worker_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F3ED',
u':woman_factory_worker_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F3ED',
u':woman_farmer:': u'\U0001F469 \U0000200D \U0001F33E',
u':woman_farmer_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F33E',
u':woman_farmer_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F33E',
u':woman_farmer_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F33E',
u':woman_farmer_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F33E',
u':woman_farmer_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F33E',
u':woman_firefighter:': u'\U0001F469 \U0000200D \U0001F692',
u':woman_firefighter_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F692',
u':woman_firefighter_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F692',
u':woman_firefighter_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F692',
u':woman_firefighter_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F692',
u':woman_firefighter_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F692',
u':woman_frowning:': u'\U0001F64D \U0000200D \U00002640 \U0000FE0F',
u':woman_frowning_dark_skin_tone:': u'\U0001F64D \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_frowning_light_skin_tone:': u'\U0001F64D \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_frowning_medium-dark_skin_tone:': u'\U0001F64D \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_frowning_medium-light_skin_tone:': u'\U0001F64D \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_frowning_medium_skin_tone:': u'\U0001F64D \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_NO:': u'\U0001F645 \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_NO_dark_skin_tone:': u'\U0001F645 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_NO_light_skin_tone:': u'\U0001F645 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_NO_medium-dark_skin_tone:': u'\U0001F645 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_NO_medium-light_skin_tone:': u'\U0001F645 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_NO_medium_skin_tone:': u'\U0001F645 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_OK:': u'\U0001F646 \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_OK_dark_skin_tone:': u'\U0001F646 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_OK_light_skin_tone:': u'\U0001F646 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_OK_medium-dark_skin_tone:': u'\U0001F646 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_OK_medium-light_skin_tone:': u'\U0001F646 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_gesturing_OK_medium_skin_tone:': u'\U0001F646 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_haircut:': u'\U0001F487 \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_haircut_dark_skin_tone:': u'\U0001F487 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_haircut_light_skin_tone:': u'\U0001F487 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_haircut_medium-dark_skin_tone:': u'\U0001F487 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_haircut_medium-light_skin_tone:': u'\U0001F487 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_haircut_medium_skin_tone:': u'\U0001F487 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_massage:': u'\U0001F486 \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_massage_dark_skin_tone:': u'\U0001F486 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_massage_light_skin_tone:': u'\U0001F486 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_massage_medium-dark_skin_tone:': u'\U0001F486 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_massage_medium-light_skin_tone:': u'\U0001F486 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_getting_massage_medium_skin_tone:': u'\U0001F486 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_golfing:': u'\U0001F3CC \U0000FE0F \U0000200D \U00002640 \U0000FE0F',
u':woman_golfing_dark_skin_tone:': u'\U0001F3CC \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_golfing_light_skin_tone:': u'\U0001F3CC \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_golfing_medium-dark_skin_tone:': u'\U0001F3CC \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_golfing_medium-light_skin_tone:': u'\U0001F3CC \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_golfing_medium_skin_tone:': u'\U0001F3CC \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_guard:': u'\U0001F482 \U0000200D \U00002640 \U0000FE0F',
u':woman_guard_dark_skin_tone:': u'\U0001F482 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_guard_light_skin_tone:': u'\U0001F482 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_guard_medium-dark_skin_tone:': u'\U0001F482 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_guard_medium-light_skin_tone:': u'\U0001F482 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_guard_medium_skin_tone:': u'\U0001F482 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_health_worker:': u'\U0001F469 \U0000200D \U00002695 \U0000FE0F',
u':woman_health_worker_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U00002695 \U0000FE0F',
u':woman_health_worker_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U00002695 \U0000FE0F',
u':woman_health_worker_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U00002695 \U0000FE0F',
u':woman_health_worker_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U00002695 \U0000FE0F',
u':woman_health_worker_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U00002695 \U0000FE0F',
u':woman_judge:': u'\U0001F469 \U0000200D \U00002696 \U0000FE0F',
u':woman_judge_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U00002696 \U0000FE0F',
u':woman_judge_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U00002696 \U0000FE0F',
u':woman_judge_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U00002696 \U0000FE0F',
u':woman_judge_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U00002696 \U0000FE0F',
u':woman_judge_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U00002696 \U0000FE0F',
u':woman_juggling:': u'\U0001F939 \U0000200D \U00002640 \U0000FE0F',
u':woman_juggling_dark_skin_tone:': u'\U0001F939 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_juggling_light_skin_tone:': u'\U0001F939 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_juggling_medium-dark_skin_tone:': u'\U0001F939 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_juggling_medium-light_skin_tone:': u'\U0001F939 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_juggling_medium_skin_tone:': u'\U0001F939 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_lifting_weights:': u'\U0001F3CB \U0000FE0F \U0000200D \U00002640 \U0000FE0F',
u':woman_lifting_weights_dark_skin_tone:': u'\U0001F3CB \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_lifting_weights_light_skin_tone:': u'\U0001F3CB \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_lifting_weights_medium-dark_skin_tone:': u'\U0001F3CB \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_lifting_weights_medium-light_skin_tone:': u'\U0001F3CB \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_lifting_weights_medium_skin_tone:': u'\U0001F3CB \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_light_skin_tone:': u'\U0001F469 \U0001F3FB',
u':woman_mechanic:': u'\U0001F469 \U0000200D \U0001F527',
u':woman_mechanic_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F527',
u':woman_mechanic_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F527',
u':woman_mechanic_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F527',
u':woman_mechanic_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F527',
u':woman_mechanic_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F527',
u':woman_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE',
u':woman_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC',
u':woman_medium_skin_tone:': u'\U0001F469 \U0001F3FD',
u':woman_mountain_biking:': u'\U0001F6B5 \U0000200D \U00002640 \U0000FE0F',
u':woman_mountain_biking_dark_skin_tone:': u'\U0001F6B5 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_mountain_biking_light_skin_tone:': u'\U0001F6B5 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_mountain_biking_medium-dark_skin_tone:': u'\U0001F6B5 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_mountain_biking_medium-light_skin_tone:': u'\U0001F6B5 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_mountain_biking_medium_skin_tone:': u'\U0001F6B5 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_office_worker:': u'\U0001F469 \U0000200D \U0001F4BC',
u':woman_office_worker_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F4BC',
u':woman_office_worker_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F4BC',
u':woman_office_worker_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F4BC',
u':woman_office_worker_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F4BC',
u':woman_office_worker_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F4BC',
u':woman_pilot:': u'\U0001F469 \U0000200D \U00002708 \U0000FE0F',
u':woman_pilot_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U00002708 \U0000FE0F',
u':woman_pilot_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U00002708 \U0000FE0F',
u':woman_pilot_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U00002708 \U0000FE0F',
u':woman_pilot_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U00002708 \U0000FE0F',
u':woman_pilot_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U00002708 \U0000FE0F',
u':woman_playing_handball:': u'\U0001F93E \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_handball_dark_skin_tone:': u'\U0001F93E \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_handball_light_skin_tone:': u'\U0001F93E \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_handball_medium-dark_skin_tone:': u'\U0001F93E \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_handball_medium-light_skin_tone:': u'\U0001F93E \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_handball_medium_skin_tone:': u'\U0001F93E \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_water_polo:': u'\U0001F93D \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_water_polo_dark_skin_tone:': u'\U0001F93D \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_water_polo_light_skin_tone:': u'\U0001F93D \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_water_polo_medium-dark_skin_tone:': u'\U0001F93D \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_water_polo_medium-light_skin_tone:': u'\U0001F93D \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_playing_water_polo_medium_skin_tone:': u'\U0001F93D \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_police_officer:': u'\U0001F46E \U0000200D \U00002640 \U0000FE0F',
u':woman_police_officer_dark_skin_tone:': u'\U0001F46E \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_police_officer_light_skin_tone:': u'\U0001F46E \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_police_officer_medium-dark_skin_tone:': u'\U0001F46E \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_police_officer_medium-light_skin_tone:': u'\U0001F46E \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_police_officer_medium_skin_tone:': u'\U0001F46E \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_pouting:': u'\U0001F64E \U0000200D \U00002640 \U0000FE0F',
u':woman_pouting_dark_skin_tone:': u'\U0001F64E \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_pouting_light_skin_tone:': u'\U0001F64E \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_pouting_medium-dark_skin_tone:': u'\U0001F64E \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_pouting_medium-light_skin_tone:': u'\U0001F64E \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_pouting_medium_skin_tone:': u'\U0001F64E \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_raising_hand:': u'\U0001F64B \U0000200D \U00002640 \U0000FE0F',
u':woman_raising_hand_dark_skin_tone:': u'\U0001F64B \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_raising_hand_light_skin_tone:': u'\U0001F64B \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_raising_hand_medium-dark_skin_tone:': u'\U0001F64B \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_raising_hand_medium-light_skin_tone:': u'\U0001F64B \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_raising_hand_medium_skin_tone:': u'\U0001F64B \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_rowing_boat:': u'\U0001F6A3 \U0000200D \U00002640 \U0000FE0F',
u':woman_rowing_boat_dark_skin_tone:': u'\U0001F6A3 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_rowing_boat_light_skin_tone:': u'\U0001F6A3 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_rowing_boat_medium-dark_skin_tone:': u'\U0001F6A3 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_rowing_boat_medium-light_skin_tone:': u'\U0001F6A3 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_rowing_boat_medium_skin_tone:': u'\U0001F6A3 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_running:': u'\U0001F3C3 \U0000200D \U00002640 \U0000FE0F',
u':woman_running_dark_skin_tone:': u'\U0001F3C3 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_running_light_skin_tone:': u'\U0001F3C3 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_running_medium-dark_skin_tone:': u'\U0001F3C3 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_running_medium-light_skin_tone:': u'\U0001F3C3 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_running_medium_skin_tone:': u'\U0001F3C3 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_scientist:': u'\U0001F469 \U0000200D \U0001F52C',
u':woman_scientist_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F52C',
u':woman_scientist_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F52C',
u':woman_scientist_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F52C',
u':woman_scientist_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F52C',
u':woman_scientist_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F52C',
u':woman_shrugging:': u'\U0001F937 \U0000200D \U00002640 \U0000FE0F',
u':woman_shrugging_dark_skin_tone:': u'\U0001F937 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_shrugging_light_skin_tone:': u'\U0001F937 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_shrugging_medium-dark_skin_tone:': u'\U0001F937 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_shrugging_medium-light_skin_tone:': u'\U0001F937 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_shrugging_medium_skin_tone:': u'\U0001F937 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_singer:': u'\U0001F469 \U0000200D \U0001F3A4',
u':woman_singer_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F3A4',
u':woman_singer_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F3A4',
u':woman_singer_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F3A4',
u':woman_singer_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F3A4',
u':woman_singer_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F3A4',
u':woman_student:': u'\U0001F469 \U0000200D \U0001F393',
u':woman_student_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F393',
u':woman_student_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F393',
u':woman_student_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F393',
u':woman_student_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F393',
u':woman_student_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F393',
u':woman_surfing:': u'\U0001F3C4 \U0000200D \U00002640 \U0000FE0F',
u':woman_surfing_dark_skin_tone:': u'\U0001F3C4 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_surfing_light_skin_tone:': u'\U0001F3C4 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_surfing_medium-dark_skin_tone:': u'\U0001F3C4 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_surfing_medium-light_skin_tone:': u'\U0001F3C4 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_surfing_medium_skin_tone:': u'\U0001F3C4 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_swimming:': u'\U0001F3CA \U0000200D \U00002640 \U0000FE0F',
u':woman_swimming_dark_skin_tone:': u'\U0001F3CA \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_swimming_light_skin_tone:': u'\U0001F3CA \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_swimming_medium-dark_skin_tone:': u'\U0001F3CA \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_swimming_medium-light_skin_tone:': u'\U0001F3CA \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_swimming_medium_skin_tone:': u'\U0001F3CA \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_teacher:': u'\U0001F469 \U0000200D \U0001F3EB',
u':woman_teacher_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F3EB',
u':woman_teacher_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F3EB',
u':woman_teacher_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F3EB',
u':woman_teacher_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F3EB',
u':woman_teacher_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F3EB',
u':woman_technologist:': u'\U0001F469 \U0000200D \U0001F4BB',
u':woman_technologist_dark_skin_tone:': u'\U0001F469 \U0001F3FF \U0000200D \U0001F4BB',
u':woman_technologist_light_skin_tone:': u'\U0001F469 \U0001F3FB \U0000200D \U0001F4BB',
u':woman_technologist_medium-dark_skin_tone:': u'\U0001F469 \U0001F3FE \U0000200D \U0001F4BB',
u':woman_technologist_medium-light_skin_tone:': u'\U0001F469 \U0001F3FC \U0000200D \U0001F4BB',
u':woman_technologist_medium_skin_tone:': u'\U0001F469 \U0001F3FD \U0000200D \U0001F4BB',
u':woman_tipping_hand:': u'\U0001F481 \U0000200D \U00002640 \U0000FE0F',
u':woman_tipping_hand_dark_skin_tone:': u'\U0001F481 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_tipping_hand_light_skin_tone:': u'\U0001F481 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_tipping_hand_medium-dark_skin_tone:': u'\U0001F481 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_tipping_hand_medium-light_skin_tone:': u'\U0001F481 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_tipping_hand_medium_skin_tone:': u'\U0001F481 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_walking:': u'\U0001F6B6 \U0000200D \U00002640 \U0000FE0F',
u':woman_walking_dark_skin_tone:': u'\U0001F6B6 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_walking_light_skin_tone:': u'\U0001F6B6 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_walking_medium-dark_skin_tone:': u'\U0001F6B6 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_walking_medium-light_skin_tone:': u'\U0001F6B6 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_walking_medium_skin_tone:': u'\U0001F6B6 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman_wearing_turban:': u'\U0001F473 \U0000200D \U00002640 \U0000FE0F',
u':woman_wearing_turban_dark_skin_tone:': u'\U0001F473 \U0001F3FF \U0000200D \U00002640 \U0000FE0F',
u':woman_wearing_turban_light_skin_tone:': u'\U0001F473 \U0001F3FB \U0000200D \U00002640 \U0000FE0F',
u':woman_wearing_turban_medium-dark_skin_tone:': u'\U0001F473 \U0001F3FE \U0000200D \U00002640 \U0000FE0F',
u':woman_wearing_turban_medium-light_skin_tone:': u'\U0001F473 \U0001F3FC \U0000200D \U00002640 \U0000FE0F',
u':woman_wearing_turban_medium_skin_tone:': u'\U0001F473 \U0001F3FD \U0000200D \U00002640 \U0000FE0F',
u':woman’s_boot:': u'\U0001F462',
u':woman’s_clothes:': u'\U0001F45A',
u':woman’s_hat:': u'\U0001F452',
u':woman’s_sandal:': u'\U0001F461',
u':women_with_bunny_ears_partying:': u'\U0001F46F \U0000200D \U00002640 \U0000FE0F',
u':women_wrestling:': u'\U0001F93C \U0000200D \U00002640 \U0000FE0F',
u':women’s_room:': u'\U0001F6BA',
u':world_map:': u'\U0001F5FA',
u':worried_face:': u'\U0001F61F',
u':wrapped_gift:': u'\U0001F381',
u':wrench:': u'\U0001F527',
u':writing_hand:': u'\U0000270D',
u':writing_hand_dark_skin_tone:': u'\U0000270D \U0001F3FF',
u':writing_hand_light_skin_tone:': u'\U0000270D \U0001F3FB',
u':writing_hand_medium-dark_skin_tone:': u'\U0000270D \U0001F3FE',
u':writing_hand_medium-light_skin_tone:': u'\U0000270D \U0001F3FC',
u':writing_hand_medium_skin_tone:': u'\U0000270D \U0001F3FD',
u':yellow_heart:': u'\U0001F49B',
u':yen_banknote:': u'\U0001F4B4',
u':yin_yang:': u'\U0000262F',
u':zipper-mouth_face:': u'\U0001F910',
u':zzz:': u'\U0001F4A4',
u':Åland_Islands:': u'\U0001F1E6 \U0001F1FD',
}
UNICODE_EMO = {v: k for k, v in EMO_UNICODE.items()}
def convert_emojis(text):
for emot in UNICODE_EMO:
text = re.sub(r'('+emot+')', "_".join(UNICODE_EMO[emot].replace(",","").replace(":","").split()), text)
return text
text = "game is on 🔥"
convert_emojis(text)
'game is on fire'
text = "Hilarious 😂"
convert_emojis(text)
'Hilarious face_with_tears_of_joy'
Removal of URLs
Next preprocessing step is to remove any URLs present in the data. For example, if we are doing a twitter analysis, then there is a good chance that the tweet will have some URL in it. Probably we might need to remove them for our further analysis.
We can use the below code snippet to do that.
def remove_urls(text):
url_pattern = re.compile(r'https?://\S+|www\.\S+')
return url_pattern.sub(r'', text)
Let us take a https link and check the code
text = "BERT Language Model (NLP) blog post on https://towardsdatascience.com/bert-explained-state-of-the-art-language-model-for-nlp-f8b21a9b6270"
remove_urls(text)
'BERT Language Model (NLP) blog post on '
Now let us take a http url and check the code
text = "Please refer to link http://lnkd.in/ecnt5yC for the paper"
remove_urls(text)
'Please refer to link for the paper'
Suppose say there is no http or https in the url link. The function can now captures that as well.
text = "Want to know more. Checkout www.xyz.ai for additional information"
remove_urls(text)
'Want to know more. Checkout for additional information'
Removal of HTML Tags
One another common preprocessing technique that will come handy in multiple places is removal of html tags. This is especially useful, if we scrap the data from different websites. We might end up having html strings as part of our text.
First, let us try to remove the HTML tags using regular expressions.
def remove_html(text):
html_pattern = re.compile('<.*?>')
return html_pattern.sub(r'', text)
text = """<div>
<h1> NLP</h1>
<p> Language Model</p>
<a href="https://towardsdatascience.com/bert-explained-state-of-the-art-language-model-for-nlp-f8b21a9b6270"> BERT Introduction</a>
</div>"""
print(remove_html(text))
NLP
Language Model
BERT Introduction
We can also use BeautifulSoup package to get the text from HTML document in a more elegant way.
from bs4 import BeautifulSoup
def remove_html(text):
return BeautifulSoup(text, "lxml").text
text = """<div>
<h1> NLP</h1>
<p> Language Model</p>
<a href="https://towardsdatascience.com/bert-explained-state-of-the-art-language-model-for-nlp-f8b21a9b6270"> BERT Introduction</a>
</div>"""
print(remove_html(text))
NLP
Language Model
BERT Introduction
Chat Words Conversion
This is an important text preprocessing step if we are dealing with chat data. People do use a lot of abbreviated words in chat and so it might be helpful to expand those words for our analysis purposes.
Source: We can use this for our conversion here. We can add more words to this list.
chat_words_str = """
AFAIK=As Far As I Know
AFK=Away From Keyboard
ASAP=As Soon As Possible
ATK=At The Keyboard
ATM=At The Moment
A3=Anytime, Anywhere, Anyplace
BAK=Back At Keyboard
BBL=Be Back Later
BBS=Be Back Soon
BFN=Bye For Now
B4N=Bye For Now
BRB=Be Right Back
BRT=Be Right There
BTW=By The Way
B4=Before
B4N=Bye For Now
CU=See You
CUL8R=See You Later
CYA=See You
FAQ=Frequently Asked Questions
FC=Fingers Crossed
FWIW=For What It's Worth
FYI=For Your Information
GAL=Get A Life
GG=Good Game
GN=Good Night
GMTA=Great Minds Think Alike
GR8=Great!
G9=Genius
IC=I See
ICQ=I Seek you (also a chat program)
ILU=ILU: I Love You
IMHO=In My Honest/Humble Opinion
IMO=In My Opinion
IOW=In Other Words
IRL=In Real Life
KISS=Keep It Simple, Stupid
LDR=Long Distance Relationship
LMAO=Laugh My A.. Off
LOL=Laughing Out Loud
LTNS=Long Time No See
L8R=Later
MTE=My Thoughts Exactly
M8=Mate
NRN=No Reply Necessary
OIC=Oh I See
PITA=Pain In The A..
PRT=Party
PRW=Parents Are Watching
ROFL=Rolling On The Floor Laughing
ROFLOL=Rolling On The Floor Laughing Out Loud
ROTFLMAO=Rolling On The Floor Laughing My A.. Off
SK8=Skate
STATS=Your sex and age
ASL=Age, Sex, Location
THX=Thank You
TTFN=Ta-Ta For Now!
TTYL=Talk To You Later
U=You
U2=You Too
U4E=Yours For Ever
WB=Welcome Back
WTF=What The F...
WTG=Way To Go!
WUF=Where Are You From?
W8=Wait...
7K=Sick:-D Laugher
"""
chat_words_map_dict = {}
chat_words_list = []
for line in chat_words_str.split("\n"):
if line != "":
cw = line.split("=")[0]
cw_expanded = line.split("=")[1]
chat_words_list.append(cw)
chat_words_map_dict[cw] = cw_expanded
chat_words_list = set(chat_words_list)
def chat_words_conversion(text):
new_text = []
for w in text.split():
if w.upper() in chat_words_list:
new_text.append(chat_words_map_dict[w.upper()])
else:
new_text.append(w)
return " ".join(new_text)
chat_words_conversion("one minute BRB")
'one minute Be Right Back'
chat_words_conversion("imo this is awesome")
'In My Opinion this is awesome'
We can add more words to our abbreviation list and use them based on our use case.
Spelling Correction
One another important text preprocessing step is spelling correction. Typos are common in text data and we might want to correct those spelling mistakes before we do our analysis.
In this notebook, let us use the python package pyspellchecker for our spelling correction.
from spellchecker import SpellChecker
spell = SpellChecker()
def correct_spellings(text):
corrected_text = []
misspelled_words = spell.unknown(text.split())
for word in text.split():
if word in misspelled_words:
corrected_text.append(spell.correction(word))
else:
corrected_text.append(word)
return " ".join(corrected_text)
text = "speling correctin"
correct_spellings(text)
'spelling correction'
text = "thnks for atending the NLP sesion"
correct_spellings(text)
'thanks for attending the NLP session'