What is Telcoin (TEL) | What is Telcoin token | What is TEL token

In this article, we’ll discuss information about the Telcoin project and TEL token

What is Telcoin (TEL)?

Telcoin (TEL) is an Ethereum-based decentralized crypto established in July 2017 in Singapore to be the bridge between cryptos, blockchain and the telecommunication industry.

The project aims to partner with leading names in the telecoms industry like Verizon and AT&T to remove the hassle that exists between billing platforms and mobile money.

The main focus of Telcoin is the remittance market, where Western Union is currently the clear leader. Telcoin is partnering with global telecoms and mobile money platforms to provide users with high-speed, low-cost digital remittances to mobile money platforms and e-wallets.

Telcoin (TEL) is an ERC-20 token based on the Ethereum blockchain. TEL is used in the telecoin ecosystem for making payments on e-commerce websites.

Who Are the Founders of Telcoin?

In 2017, Paul Neuner and Claude Eguienta co-founded Telcoin to help users transfer money globally in seconds. Paul Neuner, who serves as the chairman of Telcoin, has amassed over 12 years in the field of telecommunication before venturing into the world of blockchain.

His earliest involvement as a tech entrepreneur in the telecom space starts with Mobius, a startup that provides fraud management services for mobile networks. In 2012, he founded Pangea K.K., a software mobile application development company based in Tokyo, Japan.

Before establishing Telcoin, in March 2017, he started Ikou, a mobile app for creating and organizing events. In 2018, he started Sedona, a next-gen telecom fraud management service that focuses on securing sovereign mobile financial services.

Claude Eguienta serves as the CEO of Telcoin and heads the project. He has an MS in computer science where he focused on distributed systems. For over a decade, Claude has worked for startups and large tech companies focusing on giving customers the best financial services.

What Makes Telcoin Unique?

The main focus of Telcoin is the remittance markets. While there are almost five mobile phones to a bank account in existence, people still queue up to send money from high-cost remittance agents, with Western Union being the largest.

Leveraging the power of blockchain, Telcoin is bringing people in the developing world a faster, low-cost alternative to remittance services. To achieve this, Telcoin works with mobile operators and e-wallets globally, allowing them to reach a broad base of users with a contactless service.

Like every other decentralized digital asset, Telcoin gives its user complete access to their money via their phones. At will, users can send and receive money from anywhere in the world. The project is also centered around the user, keeping the platform as user friendly and as familiar as possible.

Telecom operators that connect to the Telcoin network are immediately able to issue TEL tokens. The network gives incentives; the more the TEL token traffic an operator has, the more incentives he gets from the network.

The incentivized model of Telcoin offers extremely low fee services that are attractive to end-users but still profitable for networks, according to Telcoin.

How Many Telcoin (TEL) Tokens Are There in Circulation?

Telcoin is built on the Ethereum blockchain. At its launch in 2017, 25 percent of the tokens were distributed in crowdsale to investors. Another 15 percent were retained by the Telcoin Team with a 5 percent liquidity fund.

The telecom operators’ incentives described above makes up 50 percent of all the tokens. Community incentives and ongoing developments get on 5 percent of all TEL tokens.

The project launched with a fixed amount of TEL tokens. The max tokens on the network are fixed at 100,000,000,000 TEL. Currently, approximately 50 percent of the tokens (50,270,110,195 TEL) have been issued.

How is Telcoin Secured?

Telcoin runs on an Ethereum-based blockchain. While it benefits from the security in the decentralization of the network, staking is not available on the Telcoin network.

There are also no validators on the network; instead, it uses a proof-of-concept model. The partners of Telcoin, the telecoms that sign up to integrate TEL, are the equivalent of validators on the PoS blockchains. The telecoms get the rewards on the network.

To achieve better security, Telcoin implements multi-signature crypto security or a multisig model. This means that to complete a transaction on the Telcoin network, you would need at least two private keys. Users can set the number of keys required before a transaction is completed.

In addition to the proprietary Telcoin wallet, there is also an option of integrating other existing telecom mobile money wallets.

Remittances Reimagined on Mobile

There are nearly five times more mobile phones than active bank accounts, yet people around the world are still lining up to send money from high-cost remittance agents like Western Union. Why waste time and money when you could be using what’s already in your pocket?

Instant Transfers

By leveraging blockchain technology and mobile money infrastructure, we enable users to transfer money globally in seconds.

Most Affordable

Including fees and FX margin, the global average cost of sending a remittance is over 7%. Telcoin is targeting an average total cost of less than 2%.

Mobile Convenience

Telcoin works with mobile operators and e-wallets globally, allowing us to reach a broad base of users with a contactless service.

Powerful and Secure Network

Built on the Ethereum blockchain, Telcoin combines the strength of a decentralized network with multi-signature crypto security.

A solid model for telecom adoption

Telecom operators are issued TEL based on their transaction volume and integration maturity, ensuring the most efficient delivery of an affordable remittance service to their subscribers.

Incentivized Adoption

Telcoin can easily fit into existing fee models for connecting to carrier billing and mobile money platforms, but any fees applied are then deducted from TEL issuance. The model incentivizes a low fee service that is attractive to end users but still profitable for networks.

Flexible Telecom API

Telcoin’s pricing and exchange API interacts directly with carrier billing and mobile money platforms through REST APIs, SMS, and USSD.

Expanding mobile financial services

Telcoin connects existing mobile money platforms to the decentralized financial system of the future, beginning with a globally marketed remittance service aligned with the telecom industry.

Wallet Agnostic

In addition to our proprietary wallet, Telcoin can integrate with existing telecom mobile money wallets. Offering Telcoin to subscribers is as easy as adding an additional remittance merchant.

How and Where to Buy Telcoin (TEL) ?

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

You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.

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

Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

SIGN UP ON BINANCE

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

Next step - Transfer your cryptos to an Altcoin Exchange

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

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

The top exchange for trading in TEL token is currently KuCoin, HitBTC, Bilaxy, Simex, and 1inch Exchange

Contract ETH: 0x467Bccd9d29f223BcE8043b84E8C8B282827790F

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 TEL gets listed there it will attract a large amount of trading volumes from the users there, that means you will be having some great trading opportunities!

Top exchanges for token-coin trading. Follow instructions and make unlimited money

https://www.binance.com
 ☞ https://www.bittrex.com
 ☞ https://www.poloniex.com
 ☞ https://www.bitfinex.com
 ☞ https://www.huobi.com

Find more information TEL

WebsiteAnnouncementExplorerExplorer 2Source CodeSocial ChannelSocial Channel 2Social Channel 3Social Channel 4Message 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 ⭐ ⭐ ⭐

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

#blockchain #bitcoin #telcoin #tel

What is GEEK

Buddha Community

What is Telcoin (TEL) | What is Telcoin token | What is TEL token

What is Telcoin (TEL) | What is Telcoin token | What is TEL token

In this article, we’ll discuss information about the Telcoin project and TEL token

What is Telcoin (TEL)?

Telcoin (TEL) is an Ethereum-based decentralized crypto established in July 2017 in Singapore to be the bridge between cryptos, blockchain and the telecommunication industry.

The project aims to partner with leading names in the telecoms industry like Verizon and AT&T to remove the hassle that exists between billing platforms and mobile money.

The main focus of Telcoin is the remittance market, where Western Union is currently the clear leader. Telcoin is partnering with global telecoms and mobile money platforms to provide users with high-speed, low-cost digital remittances to mobile money platforms and e-wallets.

Telcoin (TEL) is an ERC-20 token based on the Ethereum blockchain. TEL is used in the telecoin ecosystem for making payments on e-commerce websites.

Who Are the Founders of Telcoin?

In 2017, Paul Neuner and Claude Eguienta co-founded Telcoin to help users transfer money globally in seconds. Paul Neuner, who serves as the chairman of Telcoin, has amassed over 12 years in the field of telecommunication before venturing into the world of blockchain.

His earliest involvement as a tech entrepreneur in the telecom space starts with Mobius, a startup that provides fraud management services for mobile networks. In 2012, he founded Pangea K.K., a software mobile application development company based in Tokyo, Japan.

Before establishing Telcoin, in March 2017, he started Ikou, a mobile app for creating and organizing events. In 2018, he started Sedona, a next-gen telecom fraud management service that focuses on securing sovereign mobile financial services.

Claude Eguienta serves as the CEO of Telcoin and heads the project. He has an MS in computer science where he focused on distributed systems. For over a decade, Claude has worked for startups and large tech companies focusing on giving customers the best financial services.

What Makes Telcoin Unique?

The main focus of Telcoin is the remittance markets. While there are almost five mobile phones to a bank account in existence, people still queue up to send money from high-cost remittance agents, with Western Union being the largest.

Leveraging the power of blockchain, Telcoin is bringing people in the developing world a faster, low-cost alternative to remittance services. To achieve this, Telcoin works with mobile operators and e-wallets globally, allowing them to reach a broad base of users with a contactless service.

Like every other decentralized digital asset, Telcoin gives its user complete access to their money via their phones. At will, users can send and receive money from anywhere in the world. The project is also centered around the user, keeping the platform as user friendly and as familiar as possible.

Telecom operators that connect to the Telcoin network are immediately able to issue TEL tokens. The network gives incentives; the more the TEL token traffic an operator has, the more incentives he gets from the network.

The incentivized model of Telcoin offers extremely low fee services that are attractive to end-users but still profitable for networks, according to Telcoin.

How Many Telcoin (TEL) Tokens Are There in Circulation?

Telcoin is built on the Ethereum blockchain. At its launch in 2017, 25 percent of the tokens were distributed in crowdsale to investors. Another 15 percent were retained by the Telcoin Team with a 5 percent liquidity fund.

The telecom operators’ incentives described above makes up 50 percent of all the tokens. Community incentives and ongoing developments get on 5 percent of all TEL tokens.

The project launched with a fixed amount of TEL tokens. The max tokens on the network are fixed at 100,000,000,000 TEL. Currently, approximately 50 percent of the tokens (50,270,110,195 TEL) have been issued.

How is Telcoin Secured?

Telcoin runs on an Ethereum-based blockchain. While it benefits from the security in the decentralization of the network, staking is not available on the Telcoin network.

There are also no validators on the network; instead, it uses a proof-of-concept model. The partners of Telcoin, the telecoms that sign up to integrate TEL, are the equivalent of validators on the PoS blockchains. The telecoms get the rewards on the network.

To achieve better security, Telcoin implements multi-signature crypto security or a multisig model. This means that to complete a transaction on the Telcoin network, you would need at least two private keys. Users can set the number of keys required before a transaction is completed.

In addition to the proprietary Telcoin wallet, there is also an option of integrating other existing telecom mobile money wallets.

Remittances Reimagined on Mobile

There are nearly five times more mobile phones than active bank accounts, yet people around the world are still lining up to send money from high-cost remittance agents like Western Union. Why waste time and money when you could be using what’s already in your pocket?

Instant Transfers

By leveraging blockchain technology and mobile money infrastructure, we enable users to transfer money globally in seconds.

Most Affordable

Including fees and FX margin, the global average cost of sending a remittance is over 7%. Telcoin is targeting an average total cost of less than 2%.

Mobile Convenience

Telcoin works with mobile operators and e-wallets globally, allowing us to reach a broad base of users with a contactless service.

Powerful and Secure Network

Built on the Ethereum blockchain, Telcoin combines the strength of a decentralized network with multi-signature crypto security.

A solid model for telecom adoption

Telecom operators are issued TEL based on their transaction volume and integration maturity, ensuring the most efficient delivery of an affordable remittance service to their subscribers.

Incentivized Adoption

Telcoin can easily fit into existing fee models for connecting to carrier billing and mobile money platforms, but any fees applied are then deducted from TEL issuance. The model incentivizes a low fee service that is attractive to end users but still profitable for networks.

Flexible Telecom API

Telcoin’s pricing and exchange API interacts directly with carrier billing and mobile money platforms through REST APIs, SMS, and USSD.

Expanding mobile financial services

Telcoin connects existing mobile money platforms to the decentralized financial system of the future, beginning with a globally marketed remittance service aligned with the telecom industry.

Wallet Agnostic

In addition to our proprietary wallet, Telcoin can integrate with existing telecom mobile money wallets. Offering Telcoin to subscribers is as easy as adding an additional remittance merchant.

How and Where to Buy Telcoin (TEL) ?

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

You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.

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

Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

SIGN UP ON BINANCE

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

Next step - Transfer your cryptos to an Altcoin Exchange

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

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

The top exchange for trading in TEL token is currently KuCoin, HitBTC, Bilaxy, Simex, and 1inch Exchange

Contract ETH: 0x467Bccd9d29f223BcE8043b84E8C8B282827790F

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 TEL gets listed there it will attract a large amount of trading volumes from the users there, that means you will be having some great trading opportunities!

Top exchanges for token-coin trading. Follow instructions and make unlimited money

https://www.binance.com
 ☞ https://www.bittrex.com
 ☞ https://www.poloniex.com
 ☞ https://www.bitfinex.com
 ☞ https://www.huobi.com

Find more information TEL

WebsiteAnnouncementExplorerExplorer 2Source CodeSocial ChannelSocial Channel 2Social Channel 3Social Channel 4Message 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 ⭐ ⭐ ⭐

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

#blockchain #bitcoin #telcoin #tel

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 

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 

aaron silva

aaron silva

1622197808

SafeMoon Clone | Create A DeFi Token Like SafeMoon | DeFi token like SafeMoon

SafeMoon is a decentralized finance (DeFi) token. This token consists of RFI tokenomics and auto-liquidity generating protocol. A DeFi token like SafeMoon has reached the mainstream standards under the Binance Smart Chain. Its success and popularity have been immense, thus, making the majority of the business firms adopt this style of cryptocurrency as an alternative.

A DeFi token like SafeMoon is almost similar to the other crypto-token, but the only difference being that it charges a 10% transaction fee from the users who sell their tokens, in which 5% of the fee is distributed to the remaining SafeMoon owners. This feature rewards the owners for holding onto their tokens.

Read More @ https://bit.ly/3oFbJoJ

#create a defi token like safemoon #defi token like safemoon #safemoon token #safemoon token clone #defi token

aaron silva

aaron silva

1621844791

SafeMoon Clone | SafeMoon Token Clone | SafeMoon Token Clone Development

The SafeMoon Token Clone Development is the new trendsetter in the digital world that brought significant changes to benefit the growth of investors’ business in a short period. The SafeMoon token clone is the most widely discussed topic among global users for its value soaring high in the marketplace. The SafeMoon token development is a combination of RFI tokenomics and the auto-liquidity generating process. The SafeMoon token is a replica of decentralized finance (DeFi) tokens that are highly scalable and implemented with tamper-proof security.

The SafeMoon tokens execute efficient functionalities like RFI Static Rewards, Automated Liquidity Provisions, and Automatic Token Burns. The SafeMoon token is considered the most advanced stable coin in the crypto market. It gained global audience attention for managing the stability of asset value without any fluctuations in the marketplace. The SafeMoon token clone is completely decentralized that eliminates the need for intermediaries and benefits the users with less transaction fee and wait time to overtake the traditional banking process.

Reasons to invest in SafeMoon Token Clone :

  • The SafeMoon token clone benefits the investors with Automated Liquidity Pool as a unique feature since it adds more revenue for their business growth in less time. The traders can experience instant trade round the clock for reaping profits with less investment towards the SafeMoon token.
  • It is integrated with high-end security protocols like two-factor authentication and signature process to prevent various hacks and vulnerable activities. The Smart Contract system in SafeMoon token development manages the overall operation of transactions without any delay,
  • The users can obtain a reward amount based on the volume of SafeMoon tokens traded in the marketplace. The efficient trading mechanism allows the users to trade the SafeMoon tokens at the best price for farming. The user can earn higher rewards based on the staking volume of tokens by users in the trade market.
  • It allows the token holders to gain complete ownership over their SafeMoon tokens after purchasing from DeFi exchanges. The SafeMoon community governs the token distribution, price fluctuations, staking, and every other token activity. The community boosts the value of SafeMoon tokens.
  • The Automated Burning tokens result in the community no longer having control over the SafeMoon tokens. Instead, the community can control the burn of the tokens efficiently for promoting its value in the marketplace. The transaction of SafeMoon tokens on the blockchain platform is fast, safe, and secure.

The SafeMoon Token Clone Development is a promising future for upcoming investors and startups to increase their business revenue in less time. The SafeMoon token clone has great demand in the real world among millions of users for its value in the market. Investors can contact leading Infinite Block Tech to gain proper assistance in developing a world-class SafeMoon token clone that increases the business growth in less time.

#safemoon token #safemoon token clone #safemoon token clone development #defi token