What is HoDooi (HOD) | What is HoDooi token | What is HOD token

In this article, we’ll discuss information about the HoDooi project and HOD token

HoDooi.com is the multi-chain marketplace to Create, Buy, Sell & Resell NFTs in a decentralized permissionless environment initially launching on the Binance Smart Chain.

Our offering is supported by the HOD token, the native cryptocurrency of the platform. HOD can be used for Payments, joining the platform’s tiered Membership Program, Staking Rewards, access to exclusive NFTs.

The five collectible NFTs ranging from Diamond, Platinum, Gold, Silver and Bronze.

Create**.**
Digitise your content and create NFTs with our user friendly platform.

Buy**.**
Build your collection and purchase NFTs directly from other users.

Sell**.**
Sell your NFTs to the HoDooi.com community and receive up to 100% off fee’s.

Re-Sell**.**
Use our platform to trade NFTs with our re-selling option.

Our NFT marketplace allows the everyday user to transact NFTs, build a trusted collection and engage with the HoDooi.com community.

Transaction Fee

Users receive up to 100% off transactions fee in-line with the Membership Program

Decentralised Trade

Trade directly and leverage confidently with any user on the platform through automated smart contracts

Multi-Chain Support

We will focus on Binance Smart Chain with development continuing onto the Ethereum blockchain and gradually expand our offerings to other smart-contract-enabled blockchains at a later stage

The HOD Token

The fuel of HoDooi.com is the HOD token, the native crypto-currency provides users with the opportunity to unlock multiple platform benefits, including up to 100% off fee’s with our revolutionising Membership Program.

Membership Program

Users can take advantage of our Membership Program by staking the HOD token and receiving reduce fees and staking rewards.

Staking

HOD tokens will be awarded to users with an APY % TBC.

Payment

The HOD token will be one of many payment methods, this will include better rates, prices on specific sale channels and NFT markets.

Incentivisation Program

HoDooi.com will implement multiple incentivisation programs to give users the opportunity to receive HOD tokens.

Advertisement

Sellers are able to advertise their listings for a fee paid with the HOD token.

Increased minting limits

Creators verified with HOD tokens will also have higher limits when issuing and distributing their content.

Our Roadmap

  • DateTask2021 Q1The conception of the idea
  • Design platform
  • Design token economics
  • Design Go-To-Market strategy
  • Initial product UX/UI
  • 2021 Q2Token Launch
  • Platform beta developments
  • Smart contract developments
  • Tesnet and production environment of the platform
  • Platform and Smart contract audits
  • Platform beta launch with Binance Smart Chain compatibility to a closed user group
  • 2021 Q3Platform official launch with Binance Smart Chain compatibility
  • Platform integration with Ethereum Blockchain
  • Staking rewards
  • Members program testing and implementation
  • Additional platform sale channels – eBooks, Internet coupons, Electronic tickets, games, and collectibles
  • 2021 Q4R&D of Application iOS and Android
  • R&D of additional languages to be supported on the platform
  • Future PlansBeta App testing phase (iOS and Android)
  • Mainstream marketing push
  • Additional HOD token use cases
  • Fiat integrations
  • Multi-cryptocurrency payment options
  • Non-Fungible Physical Integrations

HoDooi.com to launch HOD token on DuckSTARTER and Ignition powered by PAID on the 14th of June

Public Sale Details

DuckSTARTER

Whitelist Start: June 07, 2021
Whitelist Close: June 12, 2021
IDO on DuckSTARTER: June 14, 2021
CHAIN: Binance Smart Chain (BSC)

Ignition powered by PAID

Whitelist Start: June 05, 2021
Whitelist Close: June 08, 2021
IDO on Ignition:June 14, 2021
CHAIN: Binance Smart Chain (BSC)

Pancake Swap DEX listing

Following the IDO, HOD tokens will be listed on Pancake Swap. We recommend to our community who are not current users of DuckSTARTER or Ignition powered by PAID to join us when the Pancake Swap listing goes live.

Pancake Listing: June 14, 2021
Time: TBC

The HOD Token

The HOD token represents the center of the HoDooi.com ecosystem and will provide benefits for users and holders alike, including cheap fees, a direct form of payment, and a transaction medium for those users in the membership program. Moreover, HOD tokens will be awarded to users for staking on the Membership Program and will be the primary asset used in platform competitions and referral programs. HOD will be governed by smart contract and Web 3.0 technology to maintain transparency and provide trust.

How and Where to Buy HOD token ?

HOD has been listed on a number of crypto exchanges, unlike other main cryptocurrencies, it cannot be directly purchased with fiats money. However, You can still easily buy this coin by first buying Bitcoin, ETH, USDT, BNB from any large exchanges and then transfer to the exchange that offers to trade this coin, in this guide article we will walk you through in detail the steps to buy HOD token.

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.

Binance is a popular cryptocurrency exchange which was started in China but then moved their headquarters to the crypto-friendly Island of Malta in the EU. Binance is popular for its crypto to crypto exchange services. Binance exploded onto the scene in the mania of 2017 and has since gone on to become the top crypto exchange in the world.

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)…

SIGN UP ON BINANCE

Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)

Next step - Transfer your cryptos to an Altcoin Exchange

Since HOD is an altcoin we need to transfer our coins to an exchange that HOD can be traded. Below is a list of exchanges that offers to trade HOD in various market pairs, head to their websites and register for an account.

Once finished you will then need to make a BTC/ETH/USDT/BNB deposit to the exchange from Binance depending on the available market pairs. After the deposit is confirmed you may then purchase HOD from the exchange DuckSTARTER.

The top exchange for trading in HOD token is currently Pancakeswap

Read more: What is Pancakeswap | Beginner’s Guide on How to Use Pancakeswap

Find more information HOD

WebsiteSocial ChannelSocial Channel 2Social Channel 3Message BoardMessage Board 2

🔺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

⭐ ⭐ ⭐The project is of interest to the community. Join to Get free ‘GEEK coin’ (GEEKCASH coin)!

☞ **-----https://geekcash.org-----**⭐ ⭐ ⭐

I hope this post will help you. Don’t forget to leave a like, comment and sharing it with others. Thank you!

#blockchain #bitcoin #hod #hodooi

What is GEEK

Buddha Community

What is HoDooi (HOD) | What is HoDooi token | What is HOD token

What is HoDooi (HOD) | What is HoDooi token | What is HOD token

In this article, we’ll discuss information about the HoDooi project and HOD token

HoDooi.com is the multi-chain marketplace to Create, Buy, Sell & Resell NFTs in a decentralized permissionless environment initially launching on the Binance Smart Chain.

Our offering is supported by the HOD token, the native cryptocurrency of the platform. HOD can be used for Payments, joining the platform’s tiered Membership Program, Staking Rewards, access to exclusive NFTs.

The five collectible NFTs ranging from Diamond, Platinum, Gold, Silver and Bronze.

Create**.**
Digitise your content and create NFTs with our user friendly platform.

Buy**.**
Build your collection and purchase NFTs directly from other users.

Sell**.**
Sell your NFTs to the HoDooi.com community and receive up to 100% off fee’s.

Re-Sell**.**
Use our platform to trade NFTs with our re-selling option.

Our NFT marketplace allows the everyday user to transact NFTs, build a trusted collection and engage with the HoDooi.com community.

Transaction Fee

Users receive up to 100% off transactions fee in-line with the Membership Program

Decentralised Trade

Trade directly and leverage confidently with any user on the platform through automated smart contracts

Multi-Chain Support

We will focus on Binance Smart Chain with development continuing onto the Ethereum blockchain and gradually expand our offerings to other smart-contract-enabled blockchains at a later stage

The HOD Token

The fuel of HoDooi.com is the HOD token, the native crypto-currency provides users with the opportunity to unlock multiple platform benefits, including up to 100% off fee’s with our revolutionising Membership Program.

Membership Program

Users can take advantage of our Membership Program by staking the HOD token and receiving reduce fees and staking rewards.

Staking

HOD tokens will be awarded to users with an APY % TBC.

Payment

The HOD token will be one of many payment methods, this will include better rates, prices on specific sale channels and NFT markets.

Incentivisation Program

HoDooi.com will implement multiple incentivisation programs to give users the opportunity to receive HOD tokens.

Advertisement

Sellers are able to advertise their listings for a fee paid with the HOD token.

Increased minting limits

Creators verified with HOD tokens will also have higher limits when issuing and distributing their content.

Our Roadmap

  • DateTask2021 Q1The conception of the idea
  • Design platform
  • Design token economics
  • Design Go-To-Market strategy
  • Initial product UX/UI
  • 2021 Q2Token Launch
  • Platform beta developments
  • Smart contract developments
  • Tesnet and production environment of the platform
  • Platform and Smart contract audits
  • Platform beta launch with Binance Smart Chain compatibility to a closed user group
  • 2021 Q3Platform official launch with Binance Smart Chain compatibility
  • Platform integration with Ethereum Blockchain
  • Staking rewards
  • Members program testing and implementation
  • Additional platform sale channels – eBooks, Internet coupons, Electronic tickets, games, and collectibles
  • 2021 Q4R&D of Application iOS and Android
  • R&D of additional languages to be supported on the platform
  • Future PlansBeta App testing phase (iOS and Android)
  • Mainstream marketing push
  • Additional HOD token use cases
  • Fiat integrations
  • Multi-cryptocurrency payment options
  • Non-Fungible Physical Integrations

HoDooi.com to launch HOD token on DuckSTARTER and Ignition powered by PAID on the 14th of June

Public Sale Details

DuckSTARTER

Whitelist Start: June 07, 2021
Whitelist Close: June 12, 2021
IDO on DuckSTARTER: June 14, 2021
CHAIN: Binance Smart Chain (BSC)

Ignition powered by PAID

Whitelist Start: June 05, 2021
Whitelist Close: June 08, 2021
IDO on Ignition:June 14, 2021
CHAIN: Binance Smart Chain (BSC)

Pancake Swap DEX listing

Following the IDO, HOD tokens will be listed on Pancake Swap. We recommend to our community who are not current users of DuckSTARTER or Ignition powered by PAID to join us when the Pancake Swap listing goes live.

Pancake Listing: June 14, 2021
Time: TBC

The HOD Token

The HOD token represents the center of the HoDooi.com ecosystem and will provide benefits for users and holders alike, including cheap fees, a direct form of payment, and a transaction medium for those users in the membership program. Moreover, HOD tokens will be awarded to users for staking on the Membership Program and will be the primary asset used in platform competitions and referral programs. HOD will be governed by smart contract and Web 3.0 technology to maintain transparency and provide trust.

How and Where to Buy HOD token ?

HOD has been listed on a number of crypto exchanges, unlike other main cryptocurrencies, it cannot be directly purchased with fiats money. However, You can still easily buy this coin by first buying Bitcoin, ETH, USDT, BNB from any large exchanges and then transfer to the exchange that offers to trade this coin, in this guide article we will walk you through in detail the steps to buy HOD token.

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.

Binance is a popular cryptocurrency exchange which was started in China but then moved their headquarters to the crypto-friendly Island of Malta in the EU. Binance is popular for its crypto to crypto exchange services. Binance exploded onto the scene in the mania of 2017 and has since gone on to become the top crypto exchange in the world.

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)…

SIGN UP ON BINANCE

Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)

Next step - Transfer your cryptos to an Altcoin Exchange

Since HOD is an altcoin we need to transfer our coins to an exchange that HOD can be traded. Below is a list of exchanges that offers to trade HOD in various market pairs, head to their websites and register for an account.

Once finished you will then need to make a BTC/ETH/USDT/BNB deposit to the exchange from Binance depending on the available market pairs. After the deposit is confirmed you may then purchase HOD from the exchange DuckSTARTER.

The top exchange for trading in HOD token is currently Pancakeswap

Read more: What is Pancakeswap | Beginner’s Guide on How to Use Pancakeswap

Find more information HOD

WebsiteSocial ChannelSocial Channel 2Social Channel 3Message BoardMessage Board 2

🔺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

⭐ ⭐ ⭐The project is of interest to the community. Join to Get free ‘GEEK coin’ (GEEKCASH coin)!

☞ **-----https://geekcash.org-----**⭐ ⭐ ⭐

I hope this post will help you. Don’t forget to leave a like, comment and sharing it with others. Thank you!

#blockchain #bitcoin #hod #hodooi

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.

  1. A space-delimited string. The filter will normalise the string.
  2. A regular expression.
  3. A lambda.
  4. A symbol that names a predicate method. For example :odd?.
  5. 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

  1. Fork it
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create new Pull Request

Author: abitdodgy
Source code: https://github.com/abitdodgy/words_counted
License: MIT license

#ruby  #ruby-on-rails 

Royce  Reinger

Royce Reinger

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.

  1. A space-delimited string. The filter will normalise the string.
  2. A regular expression.
  3. A lambda.
  4. A symbol that names a predicate method. For example :odd?.
  5. 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.

Gem Version 

RubyDoc documentation.

Demo

Visit this website for one example of what you can do with WordsCounted.


Contributors

See contributors.

Contributing

  1. Fork it
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create new Pull Request

Author: Abitdodgy
Source Code: https://github.com/abitdodgy/words_counted 
License: MIT license

#ruby #nlp 

aaron silva

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1622197808

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