What is Zoo Token (ZOOT) | What is ZooToken Finance (ZOOT) | What is ZOOT token

In this article, we’ll discuss information about the ZooToken Finance project and ZOOT token

ZooToken was built as a platform for “Meme tokens” to increase their value as well as create a new ecosystem for users. No longer just a trend, Meme Tokens in the ZooToken ecosystem will quickly hit their top-notch.

Let’s visit the ZOO!

We’ve evaluated and developed technology products to provide consumers with the greatest experience. We would soon finish our four core features to bring them into service as quickly as possible:

  • ZooPrediction 🏆 : The game to forecast the rise of the “Animal Coin”.
  • ZooIndex 📈 : The electronic chart and index devoted to the “Animal Coin”.
  • ZooPad 🤝 : The raising funds platform for the ZooToken Finance ecosystem’s coins and tokens.
  • ZooNFT 🎁 : The limited-edition products for strategic operations.

Following the success of DOGE, animal-themed tokens/coins became common in the cryptocurrency industry. The target of ZooToken Finance is to collect all Animal Coins in order to build the perfect ecosystem.

Trending coins bearing animal names have created a crypto craze in the financial industry. ZooToken will be the hub for these “Animal Coins” key-values. No longer just a trend, Animal Coins in the ZooToken ecosystem will quickly hit their top-notch.

ZooPrediction

Each race will feature 5-10 Animal Coins competing for the top 1 in development. The investor has few minutes to bet on the coin with the fastest growth rate in a specified duration. The winners would proportionally share 95 percent of the losers’ wagers. As a subscription charge, the remaining 5% will be allocated to the liquidity pool.

Zoo Prediction

Zoo Index

ZooIndex

Zoo’s interface provides an exclusive real-time electronic chart for Animal Coins. According to ZooToken Finance’s audit standards, projects would be rated on a 100-point scale. The Zoo Index measures the market’s development of Animal Coins.

ZooPad

ZooToken can cooperate with reputable Animal Coins projects to market their coins directly via the ZooPad interface. On ZooPad, investors may purchase Animal Coins from selling forms like public-sale, fundraising, or a whitelist ICO…

ZooNFT

Investors can buy limited products on the Marketplace. NFTs can be bought with ZooToken or given away as a gift to ZooToken holders via Airdrop. The Marketplace on the ZooNFT interface allows investors to exchange these NFTs. Limited NFT items are designed for airdrops, auctions, and fundraiser activities.

ZooRelief Fund

Many zoos are facing financial problems as a result of fewer tourists as the COVID pandemic continues to ravage mankind. As a result, animals became endangered.

In a letter to the Prime Minister, the British and Irish Association for Zoos and Aquariums (Biaza) says the fund has “failed to provide” adequate support.

This is the main motivation by which ZooToken Finance makes raising-fund programs through our technology platforms - ZooRelief Fund 🛡

.

The ZooRelief Fund will be distributed to zoo management structures in countries that are facing financial hardship as a result of COVID’s influence. This money would be used to keep zoos afloat in the midst of a pandemic.

Fifty percent (50%) of the proceeds from the ZooPrediction, ZooIndex, ZooPad, and ZooNFT will be contributed to animal rescue. To efficiently disperse the funds, we will focus on the situation in the areas where relief is required.

Also, to make a donation to the ZooRelief Fund, users may directly donate by clicking on the following address: 0x50870069f336507802c34AAA8a80160a18d0aBa6 💳

Or you can use this QR code:

Thank you very much for your kind contributions to animal rescue!

Tokenomic

🐯

Token Symbol: ZOOT

Total Supply: 100 Quadrillion (100,000,000,000,000,000)

💵

Rewards Per Transaction: 2% (Distributed to all holders even Burn Address)

Market Information in 16/05/2021 🕐

MarketCap: 💲

2,705,591.716

Price: 1B ZOOT = 💲

0.04875

How To Buy

ZOOT token is now live on the Ethereum mainnet. The token address for ZOOT is 0x1341a2257fa7b770420ef70616f888056f90926c. 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.

1 DOWNLOAD METAMASK

For Desktop: Turn on your Google Chrome or Brave then visit metamask.io. Download the MetaMask extension and set up a wallet.

On mobile: Get MetaMask’s app for IOS or Android.

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

2 BUY ETHEREUM (ETH)

Use an exchange to buy ETH.

Some exchanges are Binance, Binance US and Coinbase.

SIGN UP ON BINANCE

3 TRANSFER ETHEREUM TO METAMASK

Transfer ETH to your new MetaMask wallet from your existing wallet

Eth ERC-20 addresses start with 0x, you can see the address on metamask or your ERC-20 crypto wallet by clicking on Buy or Receive on Metamask/Crypto Wallet.

4 WHEN ON ZOOTOKEN FINANCE

Click “Buy on Uniswap” button.

This will take you to uniswap website. You will receive a pop up asking to confirm if the address belongs to $ZOOT.

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

5 WHEN ON UNISWAP

Set your slippage to 3-4% and enter the amount of ETH you would like to swap for $ZOOT.

6 SWAP ETHEREUM FOR ZOOT

Confirm with Metamask

7 VIEW YOUR ZOOT IN METAMASK

To view your ZOOT balance, add the custom token

Contract: 0x1341a2257fa7b770420ef70616f888056f90926c

The top exchange for trading in ZOOT token is currently Bilaxy, LBank, Uniswap (V2), and 1inch Exchange

Find more information ZOOT

WebsiteExplorerSocial ChannelSocial Channel 2Social Channel 3Social Channel 4Social Channel 5DocumentationCoinmarketcap

🔺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-----**⭐ ⭐ ⭐

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

#blockchain #bitcoin #zoot #zootoken

What is GEEK

Buddha Community

What is Zoo Token (ZOOT) | What is ZooToken Finance (ZOOT) | What is ZOOT token

What is Zoo Token (ZOOT) | What is ZooToken Finance (ZOOT) | What is ZOOT token

In this article, we’ll discuss information about the ZooToken Finance project and ZOOT token

ZooToken was built as a platform for “Meme tokens” to increase their value as well as create a new ecosystem for users. No longer just a trend, Meme Tokens in the ZooToken ecosystem will quickly hit their top-notch.

Let’s visit the ZOO!

We’ve evaluated and developed technology products to provide consumers with the greatest experience. We would soon finish our four core features to bring them into service as quickly as possible:

  • ZooPrediction 🏆 : The game to forecast the rise of the “Animal Coin”.
  • ZooIndex 📈 : The electronic chart and index devoted to the “Animal Coin”.
  • ZooPad 🤝 : The raising funds platform for the ZooToken Finance ecosystem’s coins and tokens.
  • ZooNFT 🎁 : The limited-edition products for strategic operations.

Following the success of DOGE, animal-themed tokens/coins became common in the cryptocurrency industry. The target of ZooToken Finance is to collect all Animal Coins in order to build the perfect ecosystem.

Trending coins bearing animal names have created a crypto craze in the financial industry. ZooToken will be the hub for these “Animal Coins” key-values. No longer just a trend, Animal Coins in the ZooToken ecosystem will quickly hit their top-notch.

ZooPrediction

Each race will feature 5-10 Animal Coins competing for the top 1 in development. The investor has few minutes to bet on the coin with the fastest growth rate in a specified duration. The winners would proportionally share 95 percent of the losers’ wagers. As a subscription charge, the remaining 5% will be allocated to the liquidity pool.

Zoo Prediction

Zoo Index

ZooIndex

Zoo’s interface provides an exclusive real-time electronic chart for Animal Coins. According to ZooToken Finance’s audit standards, projects would be rated on a 100-point scale. The Zoo Index measures the market’s development of Animal Coins.

ZooPad

ZooToken can cooperate with reputable Animal Coins projects to market their coins directly via the ZooPad interface. On ZooPad, investors may purchase Animal Coins from selling forms like public-sale, fundraising, or a whitelist ICO…

ZooNFT

Investors can buy limited products on the Marketplace. NFTs can be bought with ZooToken or given away as a gift to ZooToken holders via Airdrop. The Marketplace on the ZooNFT interface allows investors to exchange these NFTs. Limited NFT items are designed for airdrops, auctions, and fundraiser activities.

ZooRelief Fund

Many zoos are facing financial problems as a result of fewer tourists as the COVID pandemic continues to ravage mankind. As a result, animals became endangered.

In a letter to the Prime Minister, the British and Irish Association for Zoos and Aquariums (Biaza) says the fund has “failed to provide” adequate support.

This is the main motivation by which ZooToken Finance makes raising-fund programs through our technology platforms - ZooRelief Fund 🛡

.

The ZooRelief Fund will be distributed to zoo management structures in countries that are facing financial hardship as a result of COVID’s influence. This money would be used to keep zoos afloat in the midst of a pandemic.

Fifty percent (50%) of the proceeds from the ZooPrediction, ZooIndex, ZooPad, and ZooNFT will be contributed to animal rescue. To efficiently disperse the funds, we will focus on the situation in the areas where relief is required.

Also, to make a donation to the ZooRelief Fund, users may directly donate by clicking on the following address: 0x50870069f336507802c34AAA8a80160a18d0aBa6 💳

Or you can use this QR code:

Thank you very much for your kind contributions to animal rescue!

Tokenomic

🐯

Token Symbol: ZOOT

Total Supply: 100 Quadrillion (100,000,000,000,000,000)

💵

Rewards Per Transaction: 2% (Distributed to all holders even Burn Address)

Market Information in 16/05/2021 🕐

MarketCap: 💲

2,705,591.716

Price: 1B ZOOT = 💲

0.04875

How To Buy

ZOOT token is now live on the Ethereum mainnet. The token address for ZOOT is 0x1341a2257fa7b770420ef70616f888056f90926c. 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.

1 DOWNLOAD METAMASK

For Desktop: Turn on your Google Chrome or Brave then visit metamask.io. Download the MetaMask extension and set up a wallet.

On mobile: Get MetaMask’s app for IOS or Android.

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

2 BUY ETHEREUM (ETH)

Use an exchange to buy ETH.

Some exchanges are Binance, Binance US and Coinbase.

SIGN UP ON BINANCE

3 TRANSFER ETHEREUM TO METAMASK

Transfer ETH to your new MetaMask wallet from your existing wallet

Eth ERC-20 addresses start with 0x, you can see the address on metamask or your ERC-20 crypto wallet by clicking on Buy or Receive on Metamask/Crypto Wallet.

4 WHEN ON ZOOTOKEN FINANCE

Click “Buy on Uniswap” button.

This will take you to uniswap website. You will receive a pop up asking to confirm if the address belongs to $ZOOT.

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

5 WHEN ON UNISWAP

Set your slippage to 3-4% and enter the amount of ETH you would like to swap for $ZOOT.

6 SWAP ETHEREUM FOR ZOOT

Confirm with Metamask

7 VIEW YOUR ZOOT IN METAMASK

To view your ZOOT balance, add the custom token

Contract: 0x1341a2257fa7b770420ef70616f888056f90926c

The top exchange for trading in ZOOT token is currently Bilaxy, LBank, Uniswap (V2), and 1inch Exchange

Find more information ZOOT

WebsiteExplorerSocial ChannelSocial Channel 2Social Channel 3Social Channel 4Social Channel 5DocumentationCoinmarketcap

🔺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-----**⭐ ⭐ ⭐

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

#blockchain #bitcoin #zoot #zootoken

Angelina roda

Angelina roda

1624219980

How to Buy NFT Art Finance Token - The EASIEST METHOD! DO NOT MISS!!! JUST IN 4 MINUTES

NFT Art Finance is currently one of the most popular cryptocurrencies right now on the market, so in today’s video, I will be showing you guys how to easily buy NFT Art Finance on your phone using the Trust Wallet application.
📺 The video in this post was made by More LimSanity
The origin of the article: https://www.youtube.com/watch?v=sKE6Pc_w1IE
🔺 DISCLAIMER: The article is for information sharing. The content of this video is solely the opinions of the speaker who is not a licensed financial advisor or registered investment advisor. Not investment advice or legal advice.
Cryptocurrency trading 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-----**⭐ ⭐ ⭐
Thanks for visiting and watching! Please don’t forget to leave a like, comment and share!

#bitcoin #blockchain #nft art finance token #token #buy nft art finance #how to buy nft art finance token - the easiest method!

David mr

David mr

1624312800

SPORE FINANCE PREDICTION - WHAT IS SPORE FINANCE & SPORE FINANCE ANALYSIS - SPORE FINANCE

SPORE FINANCE PREDICTION - WHAT IS SPORE FINANCE & SPORE FINANCE ANALYSIS - SPORE FINANCE

In this video, I talk about spore finance coin and give my spore finance prediction. I talk about the latest spore finance analysis & spore finance crypto coin that recently has been hit pretty hard in the last 24 hours. I go over what is spore finance and how many holders are on this new crypto coin spore finance.
📺 The video in this post was made by Josh’s Finance
The origin of the article: https://www.youtube.com/watch?v=qbPQvdxCtEI
🔺 DISCLAIMER: The article is for information sharing. The content of this video is solely the opinions of the speaker who is not a licensed financial advisor or registered investment advisor. Not investment advice or legal advice.
Cryptocurrency trading 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-----**⭐ ⭐ ⭐
Thanks for visiting and watching! Please don’t forget to leave a like, comment and share!

#bitcoin #blockchain #spore finance #what is spore finance #spore finance prediction - what is spore finance & spore finance analysis - spore finance #spore finance prediction

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