Crypto Like

Crypto Like

1617436385

What is Goatcoin (GOAT) | What is Goatcoin token | What is GOAT token

In this article, we’ll discuss information about the Goatcoin project and GOAT token

The first week for GOAT has been an amazing one and we thank all of our herders for giving us so much support. We are blessed to have you with us. We are glad to announce that the fair launch liquidity mining program is now live!

We previously allocated 260 $GOAT to the LP on Pancakeswap and 300 $GOAT were sold at pre-sale. For the next 50 days, a total of 50 $GOAT will be distributed through LP token staking as rewards. The remainder will be allocated to our NFT creation incentive pool and to Pancakeswap’s Syrup Pool depositors.

Blockworks on Twitter: "One of Mark Zuckerberg's goats is called #Bitcoin  https://t.co/acKU5A2mIc" / Twitter

All of this brings us one step closer to the launch of the GOAT NFT marketplace!

Updated Token Supply Stats

TOTAL GOAT supply— 999

Pre-sale — 300

LP Pool — 260.

Dev funds locked (1 year) — 99

Staking Rewards — 50

(Remaining GOAT to be distributed — 290)

How to deposit GOAT/BNB to get LP tokens

1. Go to h ttps://exchange.pancakeswap.finance/#/add/ETH/0x7c67dccb04b67d4666fd97b2a00bb6d9b8d82e3f and make sure you have GOAT and BNB in your wallet.

2. Click on ‘ADD LIQUIDITY’ and select GOAT and BNB. Type in the amount you would like to deposit and it will tell you how much of the other you need.

3. When you’re done, click supply and accept the transaction in your browser wallet. You will now have the LP tokens in your wallet

4. Go over to  https://goatcoin.xyz/ and deposit your LP tokens. Accept the transaction in your browser wallet.

5. Earn GOAT.

A look at the past eventful 7 days in numbers:

4400+ transactions completed

750+ new members joined our Telegram group at:  https://t.me/Goat_c

320+ total $goat herders

99 GOAT tokens locked 1 year

3 fud attempts

Goatcha Roadmap | Q2 2021 – Q4 2021

It’s the beginning of Q2, here is what we have in plan and what to look forward to as we build out a comprehensive marketplace for NFTs.

We are here to upgrade the NFT space with innovations!

Q2 2021 - Let’s get the party started

Launch of Marketplace

First and foremost, our number 1 priority is to have the marketplace up and running. You can see the design from our sneek peek https://mobile.twitter.com/Goatcha_io/status/1372779598048468996 and we will be launching with partnerships in place and fully support atomic trading with a variety of different tokens. NFTs created using Goatcha will be hosted using IPFS.

NFT Farming

Not only will Goatcha be a place to buy and sell NFTs, we’ll be the place to farm NFTs working with partners to provide a place for you to stake tokens and earn NFTs.

Certik Audit

We will be following with more audits, this time with Certik, we want to provide a secure marketplace and the audit will help us to make Goatcha better, more secure and iron out potential security bugs.

PancakeSwap Staking Pools

We’re planning on adding staking pools in pancakeswap so that you canyou can stake Cake to earn $GOAT or vice versa

Marketplace Liquidity Mining

Earn $GOAT by performing various activites on Goatcha such as buying or selling NFTs and collectables.

Q3 2021 - Spreading our wings and showing what NFT Defi means

Cross Chain Marketplace

Whilst we will initially launch on BSC, in todays blockchain world, it makes more sense to be chain agnostic and build across multiple chains. We will be looking at expanding out to other chains to support creators who already have a presence in other chains, and to help our existing creators to cross chains.

NFT Borrowing/Lending

NFTs are evolving fast, and will provide different types of utility, and we will be supporting its evolution by providing borrowing and lending capabilities for NFTs. Let’s take for example, a game has NFTs, but you don’t want to sell your game item. Well you could lend it out for someone to borrow and make some income from your NFT, collaterize your NFT and use the collateral to do whatever you like.

Fractional NFT Ownership

$2.9M for Jack Dorsey’s first ever tweet… who can afford that? With fractional ownership, it can be owned by multiple people. Goatcha will let you buy part ownership for NFTs, so those super expensive NFTs that you thought were out of reach, with us, you’ll be able to own a piece of it.

Q4 2021 - Next phase ambition and Phase 2 NFT Defi

NFT <> DEX

We’ll be looking to build an NFT DEX, enabling the exchanging and swapping of one NFT for another NFT.

NFT <> Token pools and DEX

Tokenize your NFT into an ER20 (or equivalent) by wrapping it, this will enable more de-fi like use cases with DEX, token pools providing increase utility for your BFT and its wrapped version.

Onchain dapps and games

We will be building dapps and games in cooperation with partners and other projects to provide more things to support the evolving NFT + defi ecosystem.

and many more features that you will find out within our journey of becoming the leading NFT marketplace and Innovative zone for NFT s.

In the coming days we will write an introduction of Goatcha and an ultimate guide to help you getting started.

Would you like to earn TOKEN right now! ☞ CLICK HERE

How and Where to Buy Goatcoin (GOAT)?

Goatcoin is now live on the Binance mainnet. The token address for GOATis 0x7c67dccb04b67d4666fd97b2a00bb6d9b8d82e3f. 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.

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)…

SIGN UP ON BINANCE

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 Metamask wallet

If you don’t have a Metamask wallet, read this article and follow the steps

What is Metamask wallet | How to Create a wallet and Use

Next step

Connect Trust Wallet to Pancakeswap Decentralized Exchange and Buy GOAT token

Contract: 0x7c67dccb04b67d4666fd97b2a00bb6d9b8d82e3f

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

Apart from the exchange(s) above, 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 GOAT 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
https://www.mxc.ai
https://www.probit.com
https://www.gate.io
https://www.coinbase.com

Find more information GOAT

WebsiteExplorerSource CodeSocial ChannelSocial Channel 2Social Channel 3Message BoardCoinmarketcap

🔺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)!

☞ -----CLICK HERE**-----**⭐ ⭐ ⭐

Thank for visiting and reading this article! Please don’t forget to leave a like, comment and share!

#cryptocurrency #bitcoin #goat #goatcoin

What is GEEK

Buddha Community

What is Goatcoin (GOAT) | What is Goatcoin token | What is GOAT token
Crypto Like

Crypto Like

1617436385

What is Goatcoin (GOAT) | What is Goatcoin token | What is GOAT token

In this article, we’ll discuss information about the Goatcoin project and GOAT token

The first week for GOAT has been an amazing one and we thank all of our herders for giving us so much support. We are blessed to have you with us. We are glad to announce that the fair launch liquidity mining program is now live!

We previously allocated 260 $GOAT to the LP on Pancakeswap and 300 $GOAT were sold at pre-sale. For the next 50 days, a total of 50 $GOAT will be distributed through LP token staking as rewards. The remainder will be allocated to our NFT creation incentive pool and to Pancakeswap’s Syrup Pool depositors.

Blockworks on Twitter: "One of Mark Zuckerberg's goats is called #Bitcoin  https://t.co/acKU5A2mIc" / Twitter

All of this brings us one step closer to the launch of the GOAT NFT marketplace!

Updated Token Supply Stats

TOTAL GOAT supply— 999

Pre-sale — 300

LP Pool — 260.

Dev funds locked (1 year) — 99

Staking Rewards — 50

(Remaining GOAT to be distributed — 290)

How to deposit GOAT/BNB to get LP tokens

1. Go to h ttps://exchange.pancakeswap.finance/#/add/ETH/0x7c67dccb04b67d4666fd97b2a00bb6d9b8d82e3f and make sure you have GOAT and BNB in your wallet.

2. Click on ‘ADD LIQUIDITY’ and select GOAT and BNB. Type in the amount you would like to deposit and it will tell you how much of the other you need.

3. When you’re done, click supply and accept the transaction in your browser wallet. You will now have the LP tokens in your wallet

4. Go over to  https://goatcoin.xyz/ and deposit your LP tokens. Accept the transaction in your browser wallet.

5. Earn GOAT.

A look at the past eventful 7 days in numbers:

4400+ transactions completed

750+ new members joined our Telegram group at:  https://t.me/Goat_c

320+ total $goat herders

99 GOAT tokens locked 1 year

3 fud attempts

Goatcha Roadmap | Q2 2021 – Q4 2021

It’s the beginning of Q2, here is what we have in plan and what to look forward to as we build out a comprehensive marketplace for NFTs.

We are here to upgrade the NFT space with innovations!

Q2 2021 - Let’s get the party started

Launch of Marketplace

First and foremost, our number 1 priority is to have the marketplace up and running. You can see the design from our sneek peek https://mobile.twitter.com/Goatcha_io/status/1372779598048468996 and we will be launching with partnerships in place and fully support atomic trading with a variety of different tokens. NFTs created using Goatcha will be hosted using IPFS.

NFT Farming

Not only will Goatcha be a place to buy and sell NFTs, we’ll be the place to farm NFTs working with partners to provide a place for you to stake tokens and earn NFTs.

Certik Audit

We will be following with more audits, this time with Certik, we want to provide a secure marketplace and the audit will help us to make Goatcha better, more secure and iron out potential security bugs.

PancakeSwap Staking Pools

We’re planning on adding staking pools in pancakeswap so that you canyou can stake Cake to earn $GOAT or vice versa

Marketplace Liquidity Mining

Earn $GOAT by performing various activites on Goatcha such as buying or selling NFTs and collectables.

Q3 2021 - Spreading our wings and showing what NFT Defi means

Cross Chain Marketplace

Whilst we will initially launch on BSC, in todays blockchain world, it makes more sense to be chain agnostic and build across multiple chains. We will be looking at expanding out to other chains to support creators who already have a presence in other chains, and to help our existing creators to cross chains.

NFT Borrowing/Lending

NFTs are evolving fast, and will provide different types of utility, and we will be supporting its evolution by providing borrowing and lending capabilities for NFTs. Let’s take for example, a game has NFTs, but you don’t want to sell your game item. Well you could lend it out for someone to borrow and make some income from your NFT, collaterize your NFT and use the collateral to do whatever you like.

Fractional NFT Ownership

$2.9M for Jack Dorsey’s first ever tweet… who can afford that? With fractional ownership, it can be owned by multiple people. Goatcha will let you buy part ownership for NFTs, so those super expensive NFTs that you thought were out of reach, with us, you’ll be able to own a piece of it.

Q4 2021 - Next phase ambition and Phase 2 NFT Defi

NFT <> DEX

We’ll be looking to build an NFT DEX, enabling the exchanging and swapping of one NFT for another NFT.

NFT <> Token pools and DEX

Tokenize your NFT into an ER20 (or equivalent) by wrapping it, this will enable more de-fi like use cases with DEX, token pools providing increase utility for your BFT and its wrapped version.

Onchain dapps and games

We will be building dapps and games in cooperation with partners and other projects to provide more things to support the evolving NFT + defi ecosystem.

and many more features that you will find out within our journey of becoming the leading NFT marketplace and Innovative zone for NFT s.

In the coming days we will write an introduction of Goatcha and an ultimate guide to help you getting started.

Would you like to earn TOKEN right now! ☞ CLICK HERE

How and Where to Buy Goatcoin (GOAT)?

Goatcoin is now live on the Binance mainnet. The token address for GOATis 0x7c67dccb04b67d4666fd97b2a00bb6d9b8d82e3f. 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.

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)…

SIGN UP ON BINANCE

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 Metamask wallet

If you don’t have a Metamask wallet, read this article and follow the steps

What is Metamask wallet | How to Create a wallet and Use

Next step

Connect Trust Wallet to Pancakeswap Decentralized Exchange and Buy GOAT token

Contract: 0x7c67dccb04b67d4666fd97b2a00bb6d9b8d82e3f

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

Apart from the exchange(s) above, 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 GOAT 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
https://www.mxc.ai
https://www.probit.com
https://www.gate.io
https://www.coinbase.com

Find more information GOAT

WebsiteExplorerSource CodeSocial ChannelSocial Channel 2Social Channel 3Message BoardCoinmarketcap

🔺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)!

☞ -----CLICK HERE**-----**⭐ ⭐ ⭐

Thank for visiting and reading this article! Please don’t forget to leave a like, comment and share!

#cryptocurrency #bitcoin #goat #goatcoin

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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