1620722266
What is Richie (RICH) | What is Getrichie (RICH) | What is Richie token | What is RICH token
In this article, we’ll discuss information about the Richie project and RICH token
About Richie
As the name suggests, Richie is rich but not just by his wallet but also at heart. Hence, Richie is descending on Planet Earth in his spaceship to provide help where needed as well as help the community grow just like his native planet, Planet Rich. Legend goes that if you look closely, you can see the golden planet (Planet Rich) shining bright against the dark night sky.
Character Sketch
Flamboyance and Richie go hand in hand. He has a heart of diamond just like all residents of Planet Rich. Richie lives lavishly and dangerously, he has a thing for speed…owns a fleet of lambos and a line-up of spaceships, different colors for different days. There’s so much more to Richie, but before we forget, did we tell you about his best friend, Billion? Who is Billion, you ask? A hint – woof woof !!
Richie is a deflationary Token that has a 5% tax rate on every transaction. 2% is permanently burned from the supply. 1.5% is distributed to holders. 1.5% is sent to charity wallet (The team will shortlist 4 charities, do a poll and let the community decide. As per the poll results, it will later be donated to charitable trusts that accept donations in crypto.
Richie is a community token in the true sense of the word. There will be a donation wallet instead of a burn mechanism and 1.5% of the tokens will be allocated there. Putting good intentions to good use, the team will shortlist 4 charities, do a poll and let the community decide. As per the poll results, it will later be donated to charitable trusts that accept donations in crypto. So you earn good karma along with good money. Richie is also a playa’, you will see exciting games and ‘Billion’ NFT rewards for those who show trust in his friendship and stake.
As the name suggests, Richie is rich but not just by his wallet but also at heart. Hence, Richie has descended on Planet Earth in his spaceship to provide help where needed as well as help to the community grow just like his native planet, Planet Rich.
Legend goes that if you look closely, you can see the golden planet (Planet Rich) shining bright against the dark night sky.
Character Sketch Flamboyance and Richie go hand in hand. He has a heart of diamond just like all residents of Planet Rich. Richie lives lavishly and dangerously, he has a thing for speed…owns a fleet of lambos and a line-up of spaceships, different colors for different days.
Charity
Richie has a heart of diamond and he believes in giving away with each transaction.
Frictionless Farming
Richie will have multiple farming options on multiple platforms. Passive income for all Planet Rich residents
NFTs
NFT holders will have the governance of Planet Rich and will have the voting rights.
Who is Richie?
As the name suggests, Richie is rich but not just by his wallet but also at heart. Hence, Richie is descending on Planet Earth in his spaceship to provide help where needed as well as help the community grow just like his native planet, Planet Rich.
Legend goes that if you look closely, you can see the golden planet (Planet Rich) shining bright against the dark night sky.
Character Sketch
Flamboyance and Richie go hand in hand. He has a heart of diamond just like all residents of Planet Rich. Richie lives lavishly and dangerously, he has a thing for speed…owns a fleet of lambos and a line-up of spaceships, different colors for different days.
There’s so much more to Richie, but before we forget, did we tell you about his best friend, Billion?
Who is Billion, you ask?
A hint — woof woof !!
Team, Partnerships and community
Richie has an anonymous team but rest assured, they are dynamic, vibrant and flamboyant just like the character. They are experienced and know the crypto industry well. Flag bearers of decentralisation, you will see a huge thrust on social media handles and TG Groups soon. The team has support from some of the legendary community coin teams, support of which is visible on their Telegram Channel .
Purpose of Richie’s life
Richie is a community token in the true sense of the word. There will be a donation wallet instead of a burn mechanism and 1% of the tokens will be allocated there. Putting good intentions to good use, the team will shortlist 4 charities, do a poll and let the community decide. As per the poll results, it will later be donated to charitable trusts that accept donations in crypto. So you earn good karma along with good money.
Richie is also a playa’, you will see exciting games and ‘Billion’ NFT rewards for those who show trust in his friendship and stake.
Richie (Tokenomics)
How and Where to Buy RICH ?
RICH token is now live on the Binance mainnet. The token address for RICH is 0xC7Bc24c4C18F8251D31611114d0e7B5F5ef76762. Be cautious not to purchase any other token with a smart contract different from this one (as this can be easily faked). We strongly advise to be vigilant and stay safe throughout the launch. Don’t let the excitement get the best of you.
Just be sure you have enough BNB in your wallet to cover the transaction fees.
Join To Get BNB (Binance Coin)! ☞ CLICK HERE
You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…
We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.
Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…
Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)
Next step
You need a wallet address to Connect to Pancakeswap Decentralized Exchange, we use Trust Wallet
If you don’t have a Trust Wallet, read this article and follow the steps
☞What is Trust Wallet | How to Create a wallet and Use
Transfer $WBNB to your new Trust wallet from your existing wallet
Next step
Connect Trust Wallet to Pancakeswap Decentralized Exchange and Buy, Swap RICH token
Contract: 0xC7Bc24c4C18F8251D31611114d0e7B5F5ef76762
Read more: What is Pancakeswap | Beginner’s Guide on How to Use Pancakeswap
How to Buy RICHIE Cryptocurrency | Trust Wallet Tutorial
Source : https://www.youtube.com/watch?v=qfWBib6Dp6I
There are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once RICH gets listed there it will attract a large amount of trading volumes from the users there, that means you will be having some great trading opportunities!
Top exchanges for token-coin trading. Follow instructions and make unlimited money
☞ https://www.binance.com
☞ https://www.bittrex.com
☞ https://www.poloniex.com
☞ https://www.bitfinex.com
☞ https://www.huobi.com
Find more information RICH
☞ Website ☞ Social Channel ☞ Social Channel 2 ☞ Social Channel 3 ☞ Social Channel 4 ☞ Social Channel 5 ☞ Message Board ☞ Coinmarketcap
🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.
🔥 If you’re a beginner. I believe the article below will be useful to you
⭐ ⭐ ⭐ What You Should Know Before Investing in Cryptocurrency - For Beginner ⭐ ⭐ ⭐
I hope this post will help you. Don’t forget to leave a like, comment and sharing it with others. Thank you!
#blockchain #bitcoin #rich #richie
What is GEEK
Buddha Community
1620722266
What is Richie (RICH) | What is Getrichie (RICH) | What is Richie token | What is RICH token
In this article, we’ll discuss information about the Richie project and RICH token
About Richie
As the name suggests, Richie is rich but not just by his wallet but also at heart. Hence, Richie is descending on Planet Earth in his spaceship to provide help where needed as well as help the community grow just like his native planet, Planet Rich. Legend goes that if you look closely, you can see the golden planet (Planet Rich) shining bright against the dark night sky.
Character Sketch
Flamboyance and Richie go hand in hand. He has a heart of diamond just like all residents of Planet Rich. Richie lives lavishly and dangerously, he has a thing for speed…owns a fleet of lambos and a line-up of spaceships, different colors for different days. There’s so much more to Richie, but before we forget, did we tell you about his best friend, Billion? Who is Billion, you ask? A hint – woof woof !!
Richie is a deflationary Token that has a 5% tax rate on every transaction. 2% is permanently burned from the supply. 1.5% is distributed to holders. 1.5% is sent to charity wallet (The team will shortlist 4 charities, do a poll and let the community decide. As per the poll results, it will later be donated to charitable trusts that accept donations in crypto.
Richie is a community token in the true sense of the word. There will be a donation wallet instead of a burn mechanism and 1.5% of the tokens will be allocated there. Putting good intentions to good use, the team will shortlist 4 charities, do a poll and let the community decide. As per the poll results, it will later be donated to charitable trusts that accept donations in crypto. So you earn good karma along with good money. Richie is also a playa’, you will see exciting games and ‘Billion’ NFT rewards for those who show trust in his friendship and stake.
As the name suggests, Richie is rich but not just by his wallet but also at heart. Hence, Richie has descended on Planet Earth in his spaceship to provide help where needed as well as help to the community grow just like his native planet, Planet Rich.
Legend goes that if you look closely, you can see the golden planet (Planet Rich) shining bright against the dark night sky.
Character Sketch Flamboyance and Richie go hand in hand. He has a heart of diamond just like all residents of Planet Rich. Richie lives lavishly and dangerously, he has a thing for speed…owns a fleet of lambos and a line-up of spaceships, different colors for different days.
Charity
Richie has a heart of diamond and he believes in giving away with each transaction.
Frictionless Farming
Richie will have multiple farming options on multiple platforms. Passive income for all Planet Rich residents
NFTs
NFT holders will have the governance of Planet Rich and will have the voting rights.
Who is Richie?
As the name suggests, Richie is rich but not just by his wallet but also at heart. Hence, Richie is descending on Planet Earth in his spaceship to provide help where needed as well as help the community grow just like his native planet, Planet Rich.
Legend goes that if you look closely, you can see the golden planet (Planet Rich) shining bright against the dark night sky.
Character Sketch
Flamboyance and Richie go hand in hand. He has a heart of diamond just like all residents of Planet Rich. Richie lives lavishly and dangerously, he has a thing for speed…owns a fleet of lambos and a line-up of spaceships, different colors for different days.
There’s so much more to Richie, but before we forget, did we tell you about his best friend, Billion?
Who is Billion, you ask?
A hint — woof woof !!
Team, Partnerships and community
Richie has an anonymous team but rest assured, they are dynamic, vibrant and flamboyant just like the character. They are experienced and know the crypto industry well. Flag bearers of decentralisation, you will see a huge thrust on social media handles and TG Groups soon. The team has support from some of the legendary community coin teams, support of which is visible on their Telegram Channel .
Purpose of Richie’s life
Richie is a community token in the true sense of the word. There will be a donation wallet instead of a burn mechanism and 1% of the tokens will be allocated there. Putting good intentions to good use, the team will shortlist 4 charities, do a poll and let the community decide. As per the poll results, it will later be donated to charitable trusts that accept donations in crypto. So you earn good karma along with good money.
Richie is also a playa’, you will see exciting games and ‘Billion’ NFT rewards for those who show trust in his friendship and stake.
Richie (Tokenomics)
How and Where to Buy RICH ?
RICH token is now live on the Binance mainnet. The token address for RICH is 0xC7Bc24c4C18F8251D31611114d0e7B5F5ef76762. Be cautious not to purchase any other token with a smart contract different from this one (as this can be easily faked). We strongly advise to be vigilant and stay safe throughout the launch. Don’t let the excitement get the best of you.
Just be sure you have enough BNB in your wallet to cover the transaction fees.
Join To Get BNB (Binance Coin)! ☞ CLICK HERE
You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…
We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.
Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…
Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)
Next step
You need a wallet address to Connect to Pancakeswap Decentralized Exchange, we use Trust Wallet
If you don’t have a Trust Wallet, read this article and follow the steps
☞What is Trust Wallet | How to Create a wallet and Use
Transfer $WBNB to your new Trust wallet from your existing wallet
Next step
Connect Trust Wallet to Pancakeswap Decentralized Exchange and Buy, Swap RICH token
Contract: 0xC7Bc24c4C18F8251D31611114d0e7B5F5ef76762
Read more: What is Pancakeswap | Beginner’s Guide on How to Use Pancakeswap
How to Buy RICHIE Cryptocurrency | Trust Wallet Tutorial
Source : https://www.youtube.com/watch?v=qfWBib6Dp6I
There are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once RICH gets listed there it will attract a large amount of trading volumes from the users there, that means you will be having some great trading opportunities!
Top exchanges for token-coin trading. Follow instructions and make unlimited money
☞ https://www.binance.com
☞ https://www.bittrex.com
☞ https://www.poloniex.com
☞ https://www.bitfinex.com
☞ https://www.huobi.com
Find more information RICH
☞ Website ☞ Social Channel ☞ Social Channel 2 ☞ Social Channel 3 ☞ Social Channel 4 ☞ Social Channel 5 ☞ Message Board ☞ Coinmarketcap
🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.
🔥 If you’re a beginner. I believe the article below will be useful to you
⭐ ⭐ ⭐ What You Should Know Before Investing in Cryptocurrency - For Beginner ⭐ ⭐ ⭐
I hope this post will help you. Don’t forget to leave a like, comment and sharing it with others. Thank you!
#blockchain #bitcoin #rich #richie
1658068560
WordsCounted: A Ruby Natural Language Processor
WordsCounted
We are all in the gutter, but some of us are looking at the stars.
-- Oscar Wilde
WordsCounted is a Ruby NLP (natural language processor). WordsCounted lets you implement powerful tokensation strategies with a very flexible tokeniser class.
Features
- Out of the box, get the following data from any string or readable file, or URL:
- Token count and unique token count
- Token densities, frequencies, and lengths
- Char count and average chars per token
- The longest tokens and their lengths
- The most frequent tokens and their frequencies.
- A flexible way to exclude tokens from the tokeniser. You can pass a string, regexp, symbol, lambda, or an array of any combination of those types for powerful tokenisation strategies.
- Pass your own regexp rules to the tokeniser if you prefer. The default regexp filters special characters but keeps hyphens and apostrophes. It also plays nicely with diacritics (UTF and unicode characters): Bayrūt is treated as
["Bayrūt"]and not["Bayr", "ū", "t"], for example. - Opens and reads files. Pass in a file path or a url instead of a string.
Installation
Add this line to your application's Gemfile:
gem 'words_counted'
And then execute:
$ bundle
Or install it yourself as:
$ gem install words_counted
Usage
Pass in a string or a file path, and an optional filter and/or regexp.
counter = WordsCounted.count(
"We are all in the gutter, but some of us are looking at the stars."
)
# Using a file
counter = WordsCounted.from_file("path/or/url/to/my/file.txt")
.count and .from_file are convenience methods that take an input, tokenise it, and return an instance of WordsCounted::Counter initialized with the tokens. The WordsCounted::Tokeniser and WordsCounted::Counter classes can be used alone, however.
API
WordsCounted
WordsCounted.count(input, options = {})
Tokenises input and initializes a WordsCounted::Counter object with the resulting tokens.
counter = WordsCounted.count("Hello Beirut!")
Accepts two options: exclude and regexp. See Excluding tokens from the analyser and Passing in a custom regexp respectively.
WordsCounted.from_file(path, options = {})
Reads and tokenises a file, and initializes a WordsCounted::Counter object with the resulting tokens.
counter = WordsCounted.from_file("hello_beirut.txt")
Accepts the same options as .count.
Tokeniser
The tokeniser allows you to tokenise text in a variety of ways. You can pass in your own rules for tokenisation, and apply a powerful filter with any combination of rules as long as they can boil down into a lambda.
Out of the box the tokeniser includes only alpha chars. Hyphenated tokens and tokens with apostrophes are considered a single token.
#tokenise([pattern: TOKEN_REGEXP, exclude: nil])
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise
# With `exclude`
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise(exclude: "hello")
# With `pattern`
tokeniser = WordsCounted::Tokeniser.new("I <3 Beirut!").tokenise(pattern: /[a-z]/i)
See Excluding tokens from the analyser and Passing in a custom regexp for more information.
Counter
The WordsCounted::Counter class allows you to collect various statistics from an array of tokens.
#token_count
Returns the token count of a given string.
counter.token_count #=> 15
#token_frequency
Returns a sorted (unstable) two-dimensional array where each element is a token and its frequency. The array is sorted by frequency in descending order.
counter.token_frequency
[
["the", 2],
["are", 2],
["we", 1],
# ...
["all", 1]
]
#most_frequent_tokens
Returns a hash where each key-value pair is a token and its frequency.
counter.most_frequent_tokens
{ "are" => 2, "the" => 2 }
#token_lengths
Returns a sorted (unstable) two-dimentional array where each element contains a token and its length. The array is sorted by length in descending order.
counter.token_lengths
[
["looking", 7],
["gutter", 6],
["stars", 5],
# ...
["in", 2]
]
#longest_tokens
Returns a hash where each key-value pair is a token and its length.
counter.longest_tokens
{ "looking" => 7 }
#token_density([ precision: 2 ])
Returns a sorted (unstable) two-dimentional array where each element contains a token and its density as a float, rounded to a precision of two. The array is sorted by density in descending order. It accepts a precision argument, which must be a float.
counter.token_density
[
["are", 0.13],
["the", 0.13],
["but", 0.07 ],
# ...
["we", 0.07 ]
]
#char_count
Returns the char count of tokens.
counter.char_count #=> 76
#average_chars_per_token([ precision: 2 ])
Returns the average char count per token rounded to two decimal places. Accepts a precision argument which defaults to two. Precision must be a float.
counter.average_chars_per_token #=> 4
#uniq_token_count
Returns the number of unique tokens.
counter.uniq_token_count #=> 13
Excluding tokens from the tokeniser
You can exclude anything you want from the input by passing the exclude option. The exclude option accepts a variety of filters and is extremely flexible.
- A space-delimited string. The filter will normalise the string.
- A regular expression.
- A lambda.
- A symbol that names a predicate method. For example
:odd?. - An array of any combination of the above.
tokeniser =
WordsCounted::Tokeniser.new(
"Magnificent! That was magnificent, Trevor."
)
# Using a string
tokeniser.tokenise(exclude: "was magnificent")
# => ["that", "trevor"]
# Using a regular expression
tokeniser.tokenise(exclude: /trevor/)
# => ["magnificent", "that", "was", "magnificent"]
# Using a lambda
tokeniser.tokenise(exclude: ->(t) { t.length < 4 })
# => ["magnificent", "that", "magnificent", "trevor"]
# Using symbol
tokeniser = WordsCounted::Tokeniser.new("Hello! محمد")
tokeniser.tokenise(exclude: :ascii_only?)
# => ["محمد"]
# Using an array
tokeniser = WordsCounted::Tokeniser.new(
"Hello! اسماءنا هي محمد، كارولينا، سامي، وداني"
)
tokeniser.tokenise(
exclude: [:ascii_only?, /محمد/, ->(t) { t.length > 6}, "و"]
)
# => ["هي", "سامي", "وداني"]
Passing in a custom regexp
The default regexp accounts for letters, hyphenated tokens, and apostrophes. This means twenty-one is treated as one token. So is Mohamad's.
/[\p{Alpha}\-']+/
You can pass your own criteria as a Ruby regular expression to split your string as desired.
For example, if you wanted to include numbers, you can override the regular expression:
counter = WordsCounted.count("Numbers 1, 2, and 3", pattern: /[\p{Alnum}\-']+/)
counter.tokens
#=> ["numbers", "1", "2", "and", "3"]
Opening and reading files
Use the from_file method to open files. from_file accepts the same options as .count. The file path can be a URL.
counter = WordsCounted.from_file("url/or/path/to/file.text")
Gotchas
A hyphen used in leu of an em or en dash will form part of the token. This affects the tokeniser algorithm.
counter = WordsCounted.count("How do you do?-you are well, I see.")
counter.token_frequency
[
["do", 2],
["how", 1],
["you", 1],
["-you", 1], # WTF, mate!
["are", 1],
# ...
]
In this example -you and you are separate tokens. Also, the tokeniser does not include numbers by default. Remember that you can pass your own regular expression if the default behaviour does not fit your needs.
A note on case sensitivity
The program will normalise (downcase) all incoming strings for consistency and filters.
Roadmap
Ability to open URLs
def self.from_url
# open url and send string here after removing html
end
Are you using WordsCounted to do something interesting? Please tell me about it.
Demo
Visit this website for one example of what you can do with WordsCounted.
Contributors
See contributors.
Contributing
- Fork it
- Create your feature branch (
git checkout -b my-new-feature) - Commit your changes (
git commit -am 'Add some feature') - Push to the branch (
git push origin my-new-feature) - Create new Pull Request
Author: Abitdodgy
Source Code: https://github.com/abitdodgy/words_counted
License: MIT license
1659601560
Words Counted: A Ruby Natural Language Processor.
WordsCounted
We are all in the gutter, but some of us are looking at the stars.
-- Oscar Wilde
WordsCounted is a Ruby NLP (natural language processor). WordsCounted lets you implement powerful tokensation strategies with a very flexible tokeniser class.
Are you using WordsCounted to do something interesting? Please tell me about it.
Demo
Visit this website for one example of what you can do with WordsCounted.
Features
- Out of the box, get the following data from any string or readable file, or URL:
- Token count and unique token count
- Token densities, frequencies, and lengths
- Char count and average chars per token
- The longest tokens and their lengths
- The most frequent tokens and their frequencies.
- A flexible way to exclude tokens from the tokeniser. You can pass a string, regexp, symbol, lambda, or an array of any combination of those types for powerful tokenisation strategies.
- Pass your own regexp rules to the tokeniser if you prefer. The default regexp filters special characters but keeps hyphens and apostrophes. It also plays nicely with diacritics (UTF and unicode characters): Bayrūt is treated as
["Bayrūt"]and not["Bayr", "ū", "t"], for example. - Opens and reads files. Pass in a file path or a url instead of a string.
Installation
Add this line to your application's Gemfile:
gem 'words_counted'
And then execute:
$ bundle
Or install it yourself as:
$ gem install words_counted
Usage
Pass in a string or a file path, and an optional filter and/or regexp.
counter = WordsCounted.count(
"We are all in the gutter, but some of us are looking at the stars."
)
# Using a file
counter = WordsCounted.from_file("path/or/url/to/my/file.txt")
.count and .from_file are convenience methods that take an input, tokenise it, and return an instance of WordsCounted::Counter initialized with the tokens. The WordsCounted::Tokeniser and WordsCounted::Counter classes can be used alone, however.
API
WordsCounted
WordsCounted.count(input, options = {})
Tokenises input and initializes a WordsCounted::Counter object with the resulting tokens.
counter = WordsCounted.count("Hello Beirut!")
Accepts two options: exclude and regexp. See Excluding tokens from the analyser and Passing in a custom regexp respectively.
WordsCounted.from_file(path, options = {})
Reads and tokenises a file, and initializes a WordsCounted::Counter object with the resulting tokens.
counter = WordsCounted.from_file("hello_beirut.txt")
Accepts the same options as .count.
Tokeniser
The tokeniser allows you to tokenise text in a variety of ways. You can pass in your own rules for tokenisation, and apply a powerful filter with any combination of rules as long as they can boil down into a lambda.
Out of the box the tokeniser includes only alpha chars. Hyphenated tokens and tokens with apostrophes are considered a single token.
#tokenise([pattern: TOKEN_REGEXP, exclude: nil])
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise
# With `exclude`
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise(exclude: "hello")
# With `pattern`
tokeniser = WordsCounted::Tokeniser.new("I <3 Beirut!").tokenise(pattern: /[a-z]/i)
See Excluding tokens from the analyser and Passing in a custom regexp for more information.
Counter
The WordsCounted::Counter class allows you to collect various statistics from an array of tokens.
#token_count
Returns the token count of a given string.
counter.token_count #=> 15
#token_frequency
Returns a sorted (unstable) two-dimensional array where each element is a token and its frequency. The array is sorted by frequency in descending order.
counter.token_frequency
[
["the", 2],
["are", 2],
["we", 1],
# ...
["all", 1]
]
#most_frequent_tokens
Returns a hash where each key-value pair is a token and its frequency.
counter.most_frequent_tokens
{ "are" => 2, "the" => 2 }
#token_lengths
Returns a sorted (unstable) two-dimentional array where each element contains a token and its length. The array is sorted by length in descending order.
counter.token_lengths
[
["looking", 7],
["gutter", 6],
["stars", 5],
# ...
["in", 2]
]
#longest_tokens
Returns a hash where each key-value pair is a token and its length.
counter.longest_tokens
{ "looking" => 7 }
#token_density([ precision: 2 ])
Returns a sorted (unstable) two-dimentional array where each element contains a token and its density as a float, rounded to a precision of two. The array is sorted by density in descending order. It accepts a precision argument, which must be a float.
counter.token_density
[
["are", 0.13],
["the", 0.13],
["but", 0.07 ],
# ...
["we", 0.07 ]
]
#char_count
Returns the char count of tokens.
counter.char_count #=> 76
#average_chars_per_token([ precision: 2 ])
Returns the average char count per token rounded to two decimal places. Accepts a precision argument which defaults to two. Precision must be a float.
counter.average_chars_per_token #=> 4
#uniq_token_count
Returns the number of unique tokens.
counter.uniq_token_count #=> 13
Excluding tokens from the tokeniser
You can exclude anything you want from the input by passing the exclude option. The exclude option accepts a variety of filters and is extremely flexible.
- A space-delimited string. The filter will normalise the string.
- A regular expression.
- A lambda.
- A symbol that names a predicate method. For example
:odd?. - An array of any combination of the above.
tokeniser =
WordsCounted::Tokeniser.new(
"Magnificent! That was magnificent, Trevor."
)
# Using a string
tokeniser.tokenise(exclude: "was magnificent")
# => ["that", "trevor"]
# Using a regular expression
tokeniser.tokenise(exclude: /trevor/)
# => ["magnificent", "that", "was", "magnificent"]
# Using a lambda
tokeniser.tokenise(exclude: ->(t) { t.length < 4 })
# => ["magnificent", "that", "magnificent", "trevor"]
# Using symbol
tokeniser = WordsCounted::Tokeniser.new("Hello! محمد")
tokeniser.tokenise(exclude: :ascii_only?)
# => ["محمد"]
# Using an array
tokeniser = WordsCounted::Tokeniser.new(
"Hello! اسماءنا هي محمد، كارولينا، سامي، وداني"
)
tokeniser.tokenise(
exclude: [:ascii_only?, /محمد/, ->(t) { t.length > 6}, "و"]
)
# => ["هي", "سامي", "وداني"]
Passing in a custom regexp
The default regexp accounts for letters, hyphenated tokens, and apostrophes. This means twenty-one is treated as one token. So is Mohamad's.
/[\p{Alpha}\-']+/
You can pass your own criteria as a Ruby regular expression to split your string as desired.
For example, if you wanted to include numbers, you can override the regular expression:
counter = WordsCounted.count("Numbers 1, 2, and 3", pattern: /[\p{Alnum}\-']+/)
counter.tokens
#=> ["numbers", "1", "2", "and", "3"]
Opening and reading files
Use the from_file method to open files. from_file accepts the same options as .count. The file path can be a URL.
counter = WordsCounted.from_file("url/or/path/to/file.text")
Gotchas
A hyphen used in leu of an em or en dash will form part of the token. This affects the tokeniser algorithm.
counter = WordsCounted.count("How do you do?-you are well, I see.")
counter.token_frequency
[
["do", 2],
["how", 1],
["you", 1],
["-you", 1], # WTF, mate!
["are", 1],
# ...
]
In this example -you and you are separate tokens. Also, the tokeniser does not include numbers by default. Remember that you can pass your own regular expression if the default behaviour does not fit your needs.
A note on case sensitivity
The program will normalise (downcase) all incoming strings for consistency and filters.
Roadmap
Ability to open URLs
def self.from_url
# open url and send string here after removing html
end
Contributors
See contributors.
Contributing
- Fork it
- Create your feature branch (
git checkout -b my-new-feature) - Commit your changes (
git commit -am 'Add some feature') - Push to the branch (
git push origin my-new-feature) - Create new Pull Request
Author: abitdodgy
Source code: https://github.com/abitdodgy/words_counted
License: MIT license
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SafeMoon Clone | Create A DeFi Token Like SafeMoon | DeFi token like SafeMoon
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