1617441909
What is Tenset (10SET) | What is Tenset token | What is 10SET token
10set token has been launched in January 2021, using Ethereum erc20 protocol.
It’s a new generation ETF2.0 deflationary token with a smart staking system, that bridges cryptocurrencies with the stock market. Tenset adds a 2% transaction fee to every transfer.
Half of the fee is burned creating a deflationary effect and another half is automatically distributed to all token holders. No need to freeze it or hold it in any special wallet.
Token
Total supply: 204,476,002 10SET
Staking
Staking 10set works via the RFI mechanism. There is no need to freeze tokens or store them in any special wallets. Staking works for everyone, always.
This generates passive income, keeps some tokens out of circulation and encourages HODLing.
Deflationary
Our Smart Contract adds 2% fee to each transaction and splits it:
-
1% fee is proportionally divided to all 10set users, which incentivises HODLing.
-
1% is automatically BURNED, which reduces the overall 10sets circulation.
Smart Backing
Each token is backed by a collection of cryptocurrencies, and later shares, generating passive income through staking, loans or depositing.
A part of company’s profits is used to buy back 10set tokens from exchanges. Those tokens are burnt, which boosts its price and creates deflation.
We are establishing a set of procedures and rules governing communication between Smart Contracts, an EOA, VISA accounts and real world exchanges.
We will also set up automated transfers of dividends directly from and to bank accounts.
FAQ
Where can I learn more about the project?
We encourage you to read carefully our Whitepaper, the information on our website and follow our Telegram channel, where we announce all important updates of Tenset project.
How does your pre-sale work?
On 16th of February we are opening the registration to the Whitelist of our Global presale. It’s necessary to register your ETH address, so that our Smart Contract will accept your payment.
During registration we will also ask for your name and your email address to communicate with you our most important announcements.
How many tokens can I purchase?
During our Global presale, you can purchase between 1000 and 1,000,000 10set tokens, which corresponds to the payments of between 0.1 to 100 ETH.
The limits are here to protect the 10set economy from individuals who may own too many tokens.
How can I pay for 10set tokens?
We accept payments via ETH from the address provided when registering on our Whitelist. ETH is the only available form of payment. We do not accept bank transfers, payments by credit cards, online wallets or PayPal.
When will I get my 10set tokens?
10set tokens are being send automatically by our Smart Contract.
The delivery time depends on the speed of ETH network at the moment of payment and selected gas price.
Can I use any ETH address?
Most of the exchanges do not allow tokens to be kept on their ETH addresses.
Please do not use wallets from any exchanges! This may result in permanent lost of funds. Use only dedicated, local wallets in which you have access to the private keys.
Any wallet compatible with ERC20 protocol will also accept 10set tokens, the details how to use any specific wallet will be described separately in the documents section.
How to convert 10set tokens to ETH?
Converting 10sets for ETH will be possible on various exchanges, starting with Uniswap. This will be possible towards the end of the first quarter of 2021.
Once you have ETH, there are many ways to convert it to fiat currencies of your choice. If you don’t have your favorite exchange method yet, we recommend Binance.com.
How do 10set tokens generate profits?
The value of 10set tokens depends on demand and supply. Our token is aggressively deflationary, because it has multiple features that ensure its value to grow over time.
Each transaction within the 10set network adds 2% fees, which works as follows:
- staking - half of the fees are distributed proportionally to all 10set token holders.
- burning - another half of the transaction fees are burned, which reduces the number of 10sets in circulation and increases dividends for the holders.
- buyback - 30% of the company’s profits from dividends will be spent on buying 10sets from exchanges and will be burned. This will cause more deflation and will further drive 10set price.
Does my staking work? I don’t see any changes.
Yes, our staking works automatically on every wallet supporting Etherium ERC20 protocol.
Please check how the balance increases on https://etherscan.io, simply paste your ETH address and select 10set from the menu with assets.
Some other websites may show the balance with some delays, so please use the Etherscan.
How do I add 10set tokens to my wallet?
Depending on the wallet that you use, please follow one of the instructions below:
MyEtherWallet (MEW)
MetaMask
Ledger
Trust Wallet
Exodus and Private Keys
If you have a different wallet that supports ERC20 tokens, please google “name of your wallet + how to add a custom token", and follow the instruction you will find.
Would you like to earn TOKEN right now! ☞ CLICK HERE
How and Where to Buy Tenset (10SET)?
10SET is now live on the Ethereum mainnet. The token address for 10SET is 0x7FF4169a6B5122b664c51c95727d87750eC07c84. 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 ETH 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)…
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 Uniswap 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 Metamask wallet to Uniswap Decentralized Exchange and Buy 10SET token
Contract: 0x7FF4169a6B5122b664c51c95727d87750eC07c84
Read more: What is Uniswap | Beginner’s Guide on How to Use Uniswap
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 ……… 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 10SET
☞ Website ☞ Explorer ☞ Whitepaper ☞ Source Code ☞ Social Channel ☞ Social Channel 2 ☞ Social Channel 3 ☞ Message Board ☞ Message Board 2 ☞ Coinmarketcap
🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.
🔥 If you’re a beginner. I believe the article below will be useful to you ☞ What You Should Know Before Investing in Cryptocurrency - For Beginner
⭐ ⭐ ⭐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!
#blockchain #bitcoin #10set #tenset
What is GEEK
Buddha Community
1617441909
What is Tenset (10SET) | What is Tenset token | What is 10SET token
10set token has been launched in January 2021, using Ethereum erc20 protocol.
It’s a new generation ETF2.0 deflationary token with a smart staking system, that bridges cryptocurrencies with the stock market. Tenset adds a 2% transaction fee to every transfer.
Half of the fee is burned creating a deflationary effect and another half is automatically distributed to all token holders. No need to freeze it or hold it in any special wallet.
Token
Total supply: 204,476,002 10SET
Staking
Staking 10set works via the RFI mechanism. There is no need to freeze tokens or store them in any special wallets. Staking works for everyone, always.
This generates passive income, keeps some tokens out of circulation and encourages HODLing.
Deflationary
Our Smart Contract adds 2% fee to each transaction and splits it:
-
1% fee is proportionally divided to all 10set users, which incentivises HODLing.
-
1% is automatically BURNED, which reduces the overall 10sets circulation.
Smart Backing
Each token is backed by a collection of cryptocurrencies, and later shares, generating passive income through staking, loans or depositing.
A part of company’s profits is used to buy back 10set tokens from exchanges. Those tokens are burnt, which boosts its price and creates deflation.
We are establishing a set of procedures and rules governing communication between Smart Contracts, an EOA, VISA accounts and real world exchanges.
We will also set up automated transfers of dividends directly from and to bank accounts.
FAQ
Where can I learn more about the project?
We encourage you to read carefully our Whitepaper, the information on our website and follow our Telegram channel, where we announce all important updates of Tenset project.
How does your pre-sale work?
On 16th of February we are opening the registration to the Whitelist of our Global presale. It’s necessary to register your ETH address, so that our Smart Contract will accept your payment.
During registration we will also ask for your name and your email address to communicate with you our most important announcements.
How many tokens can I purchase?
During our Global presale, you can purchase between 1000 and 1,000,000 10set tokens, which corresponds to the payments of between 0.1 to 100 ETH.
The limits are here to protect the 10set economy from individuals who may own too many tokens.
How can I pay for 10set tokens?
We accept payments via ETH from the address provided when registering on our Whitelist. ETH is the only available form of payment. We do not accept bank transfers, payments by credit cards, online wallets or PayPal.
When will I get my 10set tokens?
10set tokens are being send automatically by our Smart Contract.
The delivery time depends on the speed of ETH network at the moment of payment and selected gas price.
Can I use any ETH address?
Most of the exchanges do not allow tokens to be kept on their ETH addresses.
Please do not use wallets from any exchanges! This may result in permanent lost of funds. Use only dedicated, local wallets in which you have access to the private keys.
Any wallet compatible with ERC20 protocol will also accept 10set tokens, the details how to use any specific wallet will be described separately in the documents section.
How to convert 10set tokens to ETH?
Converting 10sets for ETH will be possible on various exchanges, starting with Uniswap. This will be possible towards the end of the first quarter of 2021.
Once you have ETH, there are many ways to convert it to fiat currencies of your choice. If you don’t have your favorite exchange method yet, we recommend Binance.com.
How do 10set tokens generate profits?
The value of 10set tokens depends on demand and supply. Our token is aggressively deflationary, because it has multiple features that ensure its value to grow over time.
Each transaction within the 10set network adds 2% fees, which works as follows:
- staking - half of the fees are distributed proportionally to all 10set token holders.
- burning - another half of the transaction fees are burned, which reduces the number of 10sets in circulation and increases dividends for the holders.
- buyback - 30% of the company’s profits from dividends will be spent on buying 10sets from exchanges and will be burned. This will cause more deflation and will further drive 10set price.
Does my staking work? I don’t see any changes.
Yes, our staking works automatically on every wallet supporting Etherium ERC20 protocol.
Please check how the balance increases on https://etherscan.io, simply paste your ETH address and select 10set from the menu with assets.
Some other websites may show the balance with some delays, so please use the Etherscan.
How do I add 10set tokens to my wallet?
Depending on the wallet that you use, please follow one of the instructions below:
MyEtherWallet (MEW)
MetaMask
Ledger
Trust Wallet
Exodus and Private Keys
If you have a different wallet that supports ERC20 tokens, please google “name of your wallet + how to add a custom token", and follow the instruction you will find.
Would you like to earn TOKEN right now! ☞ CLICK HERE
How and Where to Buy Tenset (10SET)?
10SET is now live on the Ethereum mainnet. The token address for 10SET is 0x7FF4169a6B5122b664c51c95727d87750eC07c84. 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 ETH 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)…
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 Uniswap 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 Metamask wallet to Uniswap Decentralized Exchange and Buy 10SET token
Contract: 0x7FF4169a6B5122b664c51c95727d87750eC07c84
Read more: What is Uniswap | Beginner’s Guide on How to Use Uniswap
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 ……… 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 10SET
☞ Website ☞ Explorer ☞ Whitepaper ☞ Source Code ☞ Social Channel ☞ Social Channel 2 ☞ Social Channel 3 ☞ Message Board ☞ Message Board 2 ☞ Coinmarketcap
🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.
🔥 If you’re a beginner. I believe the article below will be useful to you ☞ What You Should Know Before Investing in Cryptocurrency - For Beginner
⭐ ⭐ ⭐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!
#blockchain #bitcoin #10set #tenset
1658068560
WordsCounted: A Ruby Natural Language Processor
WordsCounted
We are all in the gutter, but some of us are looking at the stars.
-- Oscar Wilde
WordsCounted is a Ruby NLP (natural language processor). WordsCounted lets you implement powerful tokensation strategies with a very flexible tokeniser class.
Features
- Out of the box, get the following data from any string or readable file, or URL:
- Token count and unique token count
- Token densities, frequencies, and lengths
- Char count and average chars per token
- The longest tokens and their lengths
- The most frequent tokens and their frequencies.
- A flexible way to exclude tokens from the tokeniser. You can pass a string, regexp, symbol, lambda, or an array of any combination of those types for powerful tokenisation strategies.
- Pass your own regexp rules to the tokeniser if you prefer. The default regexp filters special characters but keeps hyphens and apostrophes. It also plays nicely with diacritics (UTF and unicode characters): Bayrūt is treated as
["Bayrūt"]and not["Bayr", "ū", "t"], for example. - Opens and reads files. Pass in a file path or a url instead of a string.
Installation
Add this line to your application's Gemfile:
gem 'words_counted'
And then execute:
$ bundle
Or install it yourself as:
$ gem install words_counted
Usage
Pass in a string or a file path, and an optional filter and/or regexp.
counter = WordsCounted.count(
"We are all in the gutter, but some of us are looking at the stars."
)
# Using a file
counter = WordsCounted.from_file("path/or/url/to/my/file.txt")
.count and .from_file are convenience methods that take an input, tokenise it, and return an instance of WordsCounted::Counter initialized with the tokens. The WordsCounted::Tokeniser and WordsCounted::Counter classes can be used alone, however.
API
WordsCounted
WordsCounted.count(input, options = {})
Tokenises input and initializes a WordsCounted::Counter object with the resulting tokens.
counter = WordsCounted.count("Hello Beirut!")
Accepts two options: exclude and regexp. See Excluding tokens from the analyser and Passing in a custom regexp respectively.
WordsCounted.from_file(path, options = {})
Reads and tokenises a file, and initializes a WordsCounted::Counter object with the resulting tokens.
counter = WordsCounted.from_file("hello_beirut.txt")
Accepts the same options as .count.
Tokeniser
The tokeniser allows you to tokenise text in a variety of ways. You can pass in your own rules for tokenisation, and apply a powerful filter with any combination of rules as long as they can boil down into a lambda.
Out of the box the tokeniser includes only alpha chars. Hyphenated tokens and tokens with apostrophes are considered a single token.
#tokenise([pattern: TOKEN_REGEXP, exclude: nil])
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise
# With `exclude`
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise(exclude: "hello")
# With `pattern`
tokeniser = WordsCounted::Tokeniser.new("I <3 Beirut!").tokenise(pattern: /[a-z]/i)
See Excluding tokens from the analyser and Passing in a custom regexp for more information.
Counter
The WordsCounted::Counter class allows you to collect various statistics from an array of tokens.
#token_count
Returns the token count of a given string.
counter.token_count #=> 15
#token_frequency
Returns a sorted (unstable) two-dimensional array where each element is a token and its frequency. The array is sorted by frequency in descending order.
counter.token_frequency
[
["the", 2],
["are", 2],
["we", 1],
# ...
["all", 1]
]
#most_frequent_tokens
Returns a hash where each key-value pair is a token and its frequency.
counter.most_frequent_tokens
{ "are" => 2, "the" => 2 }
#token_lengths
Returns a sorted (unstable) two-dimentional array where each element contains a token and its length. The array is sorted by length in descending order.
counter.token_lengths
[
["looking", 7],
["gutter", 6],
["stars", 5],
# ...
["in", 2]
]
#longest_tokens
Returns a hash where each key-value pair is a token and its length.
counter.longest_tokens
{ "looking" => 7 }
#token_density([ precision: 2 ])
Returns a sorted (unstable) two-dimentional array where each element contains a token and its density as a float, rounded to a precision of two. The array is sorted by density in descending order. It accepts a precision argument, which must be a float.
counter.token_density
[
["are", 0.13],
["the", 0.13],
["but", 0.07 ],
# ...
["we", 0.07 ]
]
#char_count
Returns the char count of tokens.
counter.char_count #=> 76
#average_chars_per_token([ precision: 2 ])
Returns the average char count per token rounded to two decimal places. Accepts a precision argument which defaults to two. Precision must be a float.
counter.average_chars_per_token #=> 4
#uniq_token_count
Returns the number of unique tokens.
counter.uniq_token_count #=> 13
Excluding tokens from the tokeniser
You can exclude anything you want from the input by passing the exclude option. The exclude option accepts a variety of filters and is extremely flexible.
- A space-delimited string. The filter will normalise the string.
- A regular expression.
- A lambda.
- A symbol that names a predicate method. For example
:odd?. - An array of any combination of the above.
tokeniser =
WordsCounted::Tokeniser.new(
"Magnificent! That was magnificent, Trevor."
)
# Using a string
tokeniser.tokenise(exclude: "was magnificent")
# => ["that", "trevor"]
# Using a regular expression
tokeniser.tokenise(exclude: /trevor/)
# => ["magnificent", "that", "was", "magnificent"]
# Using a lambda
tokeniser.tokenise(exclude: ->(t) { t.length < 4 })
# => ["magnificent", "that", "magnificent", "trevor"]
# Using symbol
tokeniser = WordsCounted::Tokeniser.new("Hello! محمد")
tokeniser.tokenise(exclude: :ascii_only?)
# => ["محمد"]
# Using an array
tokeniser = WordsCounted::Tokeniser.new(
"Hello! اسماءنا هي محمد، كارولينا، سامي، وداني"
)
tokeniser.tokenise(
exclude: [:ascii_only?, /محمد/, ->(t) { t.length > 6}, "و"]
)
# => ["هي", "سامي", "وداني"]
Passing in a custom regexp
The default regexp accounts for letters, hyphenated tokens, and apostrophes. This means twenty-one is treated as one token. So is Mohamad's.
/[\p{Alpha}\-']+/
You can pass your own criteria as a Ruby regular expression to split your string as desired.
For example, if you wanted to include numbers, you can override the regular expression:
counter = WordsCounted.count("Numbers 1, 2, and 3", pattern: /[\p{Alnum}\-']+/)
counter.tokens
#=> ["numbers", "1", "2", "and", "3"]
Opening and reading files
Use the from_file method to open files. from_file accepts the same options as .count. The file path can be a URL.
counter = WordsCounted.from_file("url/or/path/to/file.text")
Gotchas
A hyphen used in leu of an em or en dash will form part of the token. This affects the tokeniser algorithm.
counter = WordsCounted.count("How do you do?-you are well, I see.")
counter.token_frequency
[
["do", 2],
["how", 1],
["you", 1],
["-you", 1], # WTF, mate!
["are", 1],
# ...
]
In this example -you and you are separate tokens. Also, the tokeniser does not include numbers by default. Remember that you can pass your own regular expression if the default behaviour does not fit your needs.
A note on case sensitivity
The program will normalise (downcase) all incoming strings for consistency and filters.
Roadmap
Ability to open URLs
def self.from_url
# open url and send string here after removing html
end
Are you using WordsCounted to do something interesting? Please tell me about it.
Demo
Visit this website for one example of what you can do with WordsCounted.
Contributors
See contributors.
Contributing
- Fork it
- Create your feature branch (
git checkout -b my-new-feature) - Commit your changes (
git commit -am 'Add some feature') - Push to the branch (
git push origin my-new-feature) - Create new Pull Request
Author: Abitdodgy
Source Code: https://github.com/abitdodgy/words_counted
License: MIT license
1659601560
Words Counted: A Ruby Natural Language Processor.
WordsCounted
We are all in the gutter, but some of us are looking at the stars.
-- Oscar Wilde
WordsCounted is a Ruby NLP (natural language processor). WordsCounted lets you implement powerful tokensation strategies with a very flexible tokeniser class.
Are you using WordsCounted to do something interesting? Please tell me about it.
Demo
Visit this website for one example of what you can do with WordsCounted.
Features
- Out of the box, get the following data from any string or readable file, or URL:
- Token count and unique token count
- Token densities, frequencies, and lengths
- Char count and average chars per token
- The longest tokens and their lengths
- The most frequent tokens and their frequencies.
- A flexible way to exclude tokens from the tokeniser. You can pass a string, regexp, symbol, lambda, or an array of any combination of those types for powerful tokenisation strategies.
- Pass your own regexp rules to the tokeniser if you prefer. The default regexp filters special characters but keeps hyphens and apostrophes. It also plays nicely with diacritics (UTF and unicode characters): Bayrūt is treated as
["Bayrūt"]and not["Bayr", "ū", "t"], for example. - Opens and reads files. Pass in a file path or a url instead of a string.
Installation
Add this line to your application's Gemfile:
gem 'words_counted'
And then execute:
$ bundle
Or install it yourself as:
$ gem install words_counted
Usage
Pass in a string or a file path, and an optional filter and/or regexp.
counter = WordsCounted.count(
"We are all in the gutter, but some of us are looking at the stars."
)
# Using a file
counter = WordsCounted.from_file("path/or/url/to/my/file.txt")
.count and .from_file are convenience methods that take an input, tokenise it, and return an instance of WordsCounted::Counter initialized with the tokens. The WordsCounted::Tokeniser and WordsCounted::Counter classes can be used alone, however.
API
WordsCounted
WordsCounted.count(input, options = {})
Tokenises input and initializes a WordsCounted::Counter object with the resulting tokens.
counter = WordsCounted.count("Hello Beirut!")
Accepts two options: exclude and regexp. See Excluding tokens from the analyser and Passing in a custom regexp respectively.
WordsCounted.from_file(path, options = {})
Reads and tokenises a file, and initializes a WordsCounted::Counter object with the resulting tokens.
counter = WordsCounted.from_file("hello_beirut.txt")
Accepts the same options as .count.
Tokeniser
The tokeniser allows you to tokenise text in a variety of ways. You can pass in your own rules for tokenisation, and apply a powerful filter with any combination of rules as long as they can boil down into a lambda.
Out of the box the tokeniser includes only alpha chars. Hyphenated tokens and tokens with apostrophes are considered a single token.
#tokenise([pattern: TOKEN_REGEXP, exclude: nil])
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise
# With `exclude`
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise(exclude: "hello")
# With `pattern`
tokeniser = WordsCounted::Tokeniser.new("I <3 Beirut!").tokenise(pattern: /[a-z]/i)
See Excluding tokens from the analyser and Passing in a custom regexp for more information.
Counter
The WordsCounted::Counter class allows you to collect various statistics from an array of tokens.
#token_count
Returns the token count of a given string.
counter.token_count #=> 15
#token_frequency
Returns a sorted (unstable) two-dimensional array where each element is a token and its frequency. The array is sorted by frequency in descending order.
counter.token_frequency
[
["the", 2],
["are", 2],
["we", 1],
# ...
["all", 1]
]
#most_frequent_tokens
Returns a hash where each key-value pair is a token and its frequency.
counter.most_frequent_tokens
{ "are" => 2, "the" => 2 }
#token_lengths
Returns a sorted (unstable) two-dimentional array where each element contains a token and its length. The array is sorted by length in descending order.
counter.token_lengths
[
["looking", 7],
["gutter", 6],
["stars", 5],
# ...
["in", 2]
]
#longest_tokens
Returns a hash where each key-value pair is a token and its length.
counter.longest_tokens
{ "looking" => 7 }
#token_density([ precision: 2 ])
Returns a sorted (unstable) two-dimentional array where each element contains a token and its density as a float, rounded to a precision of two. The array is sorted by density in descending order. It accepts a precision argument, which must be a float.
counter.token_density
[
["are", 0.13],
["the", 0.13],
["but", 0.07 ],
# ...
["we", 0.07 ]
]
#char_count
Returns the char count of tokens.
counter.char_count #=> 76
#average_chars_per_token([ precision: 2 ])
Returns the average char count per token rounded to two decimal places. Accepts a precision argument which defaults to two. Precision must be a float.
counter.average_chars_per_token #=> 4
#uniq_token_count
Returns the number of unique tokens.
counter.uniq_token_count #=> 13
Excluding tokens from the tokeniser
You can exclude anything you want from the input by passing the exclude option. The exclude option accepts a variety of filters and is extremely flexible.
- A space-delimited string. The filter will normalise the string.
- A regular expression.
- A lambda.
- A symbol that names a predicate method. For example
:odd?. - An array of any combination of the above.
tokeniser =
WordsCounted::Tokeniser.new(
"Magnificent! That was magnificent, Trevor."
)
# Using a string
tokeniser.tokenise(exclude: "was magnificent")
# => ["that", "trevor"]
# Using a regular expression
tokeniser.tokenise(exclude: /trevor/)
# => ["magnificent", "that", "was", "magnificent"]
# Using a lambda
tokeniser.tokenise(exclude: ->(t) { t.length < 4 })
# => ["magnificent", "that", "magnificent", "trevor"]
# Using symbol
tokeniser = WordsCounted::Tokeniser.new("Hello! محمد")
tokeniser.tokenise(exclude: :ascii_only?)
# => ["محمد"]
# Using an array
tokeniser = WordsCounted::Tokeniser.new(
"Hello! اسماءنا هي محمد، كارولينا، سامي، وداني"
)
tokeniser.tokenise(
exclude: [:ascii_only?, /محمد/, ->(t) { t.length > 6}, "و"]
)
# => ["هي", "سامي", "وداني"]
Passing in a custom regexp
The default regexp accounts for letters, hyphenated tokens, and apostrophes. This means twenty-one is treated as one token. So is Mohamad's.
/[\p{Alpha}\-']+/
You can pass your own criteria as a Ruby regular expression to split your string as desired.
For example, if you wanted to include numbers, you can override the regular expression:
counter = WordsCounted.count("Numbers 1, 2, and 3", pattern: /[\p{Alnum}\-']+/)
counter.tokens
#=> ["numbers", "1", "2", "and", "3"]
Opening and reading files
Use the from_file method to open files. from_file accepts the same options as .count. The file path can be a URL.
counter = WordsCounted.from_file("url/or/path/to/file.text")
Gotchas
A hyphen used in leu of an em or en dash will form part of the token. This affects the tokeniser algorithm.
counter = WordsCounted.count("How do you do?-you are well, I see.")
counter.token_frequency
[
["do", 2],
["how", 1],
["you", 1],
["-you", 1], # WTF, mate!
["are", 1],
# ...
]
In this example -you and you are separate tokens. Also, the tokeniser does not include numbers by default. Remember that you can pass your own regular expression if the default behaviour does not fit your needs.
A note on case sensitivity
The program will normalise (downcase) all incoming strings for consistency and filters.
Roadmap
Ability to open URLs
def self.from_url
# open url and send string here after removing html
end
Contributors
See contributors.
Contributing
- Fork it
- Create your feature branch (
git checkout -b my-new-feature) - Commit your changes (
git commit -am 'Add some feature') - Push to the branch (
git push origin my-new-feature) - Create new Pull Request
Author: abitdodgy
Source code: https://github.com/abitdodgy/words_counted
License: MIT license
#ruby #ruby-on-rails
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