What is BSC TOOLS (TOOLS) | What is BSC TOOLS token | What is TOOLS token

We’re the first and most advanced Decentralized Finance (DeFi) dashboard that aims at supercharging your trading experience on Binance Smart Chain (BSC).

The main goal is to provide traders and investors with the possibility to monitor your favorite BSC pairs and create advanced trading strategies without having to search for the information in a wide range of non-standardized platforms and websites.

welcome photo

BSC.Tools shares with traders on-chain and live trading data from DeFi exchanges based on the Binance Smart Chain. In this way, users can get access to deep historical data, chart candles and the transactions that have been recorded on each of the platforms.

What can be better than having a chart with price information that would allow you to trade on exchanges such as PancakeSwap?

Moreover, traders have the chance to get information such as liquidity, trading volumes and even scam alerts.

Why Did We Build BSC.Tools?

Since its launch in 2020, Binance Smart Chain ecosystem has been growing rapidly.

Being active users of the BSC ecosystem ourselves, we’ve yet to find a product that satisfied our needs for data analysis and charting.

That’s why we decided to build something on our own, taking inspiration from Dextools.io.

But we’re a lot more than just a Dextools’ clone.

We’re constantly innovating and developing new and unique features that could help our users and make their trading easier and more profitable on BSC.

Many of these features can be found on our Roadmap below.

BSC.Tools Features

The product you see today is our minimum viable product (MVP) with limited functionality.

We’ve decided to release the most basic features first and keep improving based on our community’s feedback.

Many more features are under development and will be released in the upcoming weeks.

Pool Explorer and Pair Explorer

If you want to get access to information related to liquidity and specific trading pairs, then the pool explorer is the right tool to use. The pool explorer is also sharing warning and ratings in order to get data on possible scams and also hidden gems.

Meanwhile, the pair explorer allows traders to get information in real-time of pool addresses, charts, prices and more. This is great for those users that want to do technical analysis of specific trading pairs on DeFi exchanges.

Multi Swap

If you want to have information about different trading pairs, then multi swap is going to be the right feature to use. BTC.Tools knows that it is important to have information about multiple pairs, at once and in just a single browser. This reduces the time traders spent changing between pairs and searching for valuable information about them.

Gem Hunters Network

The Gem Hunters Network is a place for those users that want to find new under-the-radar projects that can produce exceptional ROI.

Finding the right gem might be a difficult and time-consuming task for investors.

By leveraging our community, we can discover the next gems quicker and get on the train before the public.

This is the feature that we’re super excited about and will be sharing more about this soon in another post.

Portfolio and Yield Optimizer

You can track all your portfolio and information about your DeFI investments in a single place.

We’ll also aggerate data from other Defi projects and suggest you the best yield-farming strategies.

Custom Indicator and Pinescript

This feature allows advanced traders to add custom indicators that suites their own trading style.

Tokenomics

Key Information

  • Token Name: BSC.Tools
  • Ticker: TOOLS
  • Blockchain: Binance Smart Chain
  • Contract: To Be Updated
  • Token type: Utility, Governance.
  • Total Supply: 100,000,000 TOOLS

Token Allocation

  • Seed: 5,000,000 (5%)
  • Private: 5,000,000 (5%)
  • IDO / Public Sale: 100,000 (0.1%)
  • Initial Liquidity: 200,000 (0.2%)
  • Foundation Reserve: 20,000,000 (20%)
  • Liquidity Mining: 69,700,000 (69.7%)

Token Use Cases

The TOOLs token has the following planned and current use cases:

  • Liquidity mining: Users will be able to earn TOOLs token as rewards for providing liquidity.
  • Governance voting: TOOLS holders can vote on features that they’d like to see on our platform.
  • **Membership Upgrade: **BSC Tools is currently in open Beta. After the open Beta period ends, you will need to hold a set amount of tokens to access advanced features. Different membership tiers will be available in the future.
  • **Payment: **BSC projects will be able to use TOOLs to pay for sponsorships and advertisements on our platform.

Liquidity Mining Distribution

We’re using liquidity mining model to generate and distribute our TOOLs tokens.

Users can earn TOOLS token as rewards by farming at BSCEX’s launchpool.

In-depth tutorial will be released soon.

We allocated 69.7% of our total supply for liquidity mining.

80% of the farmed tokens will be locked for the 1st year and will be distributed continuously block by block in the following 2 years.

20% of the farmed tokens are unlocked and will be distributed to farmers and the team following this ratio:

  • Liquidity Mining Rewards: 70%
  • Team: 20%
  • Marketing: 10%

If you want to buy $TOOLS on PancakeSwap, you’ll need to follow these steps:

  • From your tab, go to  Pancakeswap.
  • In the upper right corner of the device, choose “Connect to a wallet.”
  • Choose the wallet in which you want to associate.

  • Connect your address to Pancakeswap.
  • Fill in the number of BNB / BUSD you’d like to trade for TOOLS tokens.

Click on “Select a token” then copy the TOOLS contract address and paste it into the text field. Make sure you’re using the contract address provided by BSC.tools.

The number of TOOLS tokens you will get for the amount of BNB you entered will be auto-filled by Pancakeswap.

Select “Swap” and confirm your purchase.

Your BNB / BUSD funds will be immediately withdrawn from your account after the process is completed, and you will collect an equal number of TOOLS tokens.

If you want to buy TOOLS on SWAPX on BSCEX, you’ll need to follow these steps:

Go to  https://swapx.bscex.org/ to get started. Connect your wallet by clicking the button on the top right corner

Select the Crypto Assets you would like to swap for TOOLS and fill in your desired amount.

Click on the drop-down on the second pair.

Then copy the TOOLS contract address and paste it into the text field. Make sure you’re using the contract address provided by BSC.tools.

The number of TOOLS tokens you will get for the amount of the crypto assets you entered will be auto-filled by SwapX.

Select “Swap” and confirm your purchase.

Source : https://www.youtube.com/watch?v=Q4v832PwbGM

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

How and Where to Buy BSC TOOLS (TOOLS)?

TOOLS 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 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 TOOLS

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

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)

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 TOOLS is an altcoin we need to transfer our coins to an exchange that TOOLS can be traded. Below is a list of exchanges that offers to trade TOOLS 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 deposit to the exchange from Binance depending on the available market pairs. After the deposit is confirmed you may then purchase TOOLS from the exchange: Gate.io, MXC.COM and PancakeSwap

Apart from the exchange(s) above, there are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once TOOLS 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 TOOLS

WebsiteSocial ChannelSocial Channel 2Social Channel 3Coinmarketcap

🔺DISCLAIMER: Trading Cryptocurrency is VERY risky. Make sure that you understand these risks if you are a beginner. The Information in the post is my OPINION and not financial advice. You are responsible for what you do with your funds

Learn about Cryptocurrency in this article ☞ What You Should Know Before Investing in Cryptocurrency - For Beginner

Read more What is BSCEX (BSCX) | What is BSCEX token | What is BSCX token

I hope this post will help you. If you liked this, please sharing it with others. Thank you!

#blockchain #bitcoin #bsc tools #tools

What is GEEK

Buddha Community

What is BSC TOOLS (TOOLS) | What is BSC TOOLS token | What is TOOLS token

What is BSC TOOLS (TOOLS) | What is BSC TOOLS token | What is TOOLS token

We’re the first and most advanced Decentralized Finance (DeFi) dashboard that aims at supercharging your trading experience on Binance Smart Chain (BSC).

The main goal is to provide traders and investors with the possibility to monitor your favorite BSC pairs and create advanced trading strategies without having to search for the information in a wide range of non-standardized platforms and websites.

welcome photo

BSC.Tools shares with traders on-chain and live trading data from DeFi exchanges based on the Binance Smart Chain. In this way, users can get access to deep historical data, chart candles and the transactions that have been recorded on each of the platforms.

What can be better than having a chart with price information that would allow you to trade on exchanges such as PancakeSwap?

Moreover, traders have the chance to get information such as liquidity, trading volumes and even scam alerts.

Why Did We Build BSC.Tools?

Since its launch in 2020, Binance Smart Chain ecosystem has been growing rapidly.

Being active users of the BSC ecosystem ourselves, we’ve yet to find a product that satisfied our needs for data analysis and charting.

That’s why we decided to build something on our own, taking inspiration from Dextools.io.

But we’re a lot more than just a Dextools’ clone.

We’re constantly innovating and developing new and unique features that could help our users and make their trading easier and more profitable on BSC.

Many of these features can be found on our Roadmap below.

BSC.Tools Features

The product you see today is our minimum viable product (MVP) with limited functionality.

We’ve decided to release the most basic features first and keep improving based on our community’s feedback.

Many more features are under development and will be released in the upcoming weeks.

Pool Explorer and Pair Explorer

If you want to get access to information related to liquidity and specific trading pairs, then the pool explorer is the right tool to use. The pool explorer is also sharing warning and ratings in order to get data on possible scams and also hidden gems.

Meanwhile, the pair explorer allows traders to get information in real-time of pool addresses, charts, prices and more. This is great for those users that want to do technical analysis of specific trading pairs on DeFi exchanges.

Multi Swap

If you want to have information about different trading pairs, then multi swap is going to be the right feature to use. BTC.Tools knows that it is important to have information about multiple pairs, at once and in just a single browser. This reduces the time traders spent changing between pairs and searching for valuable information about them.

Gem Hunters Network

The Gem Hunters Network is a place for those users that want to find new under-the-radar projects that can produce exceptional ROI.

Finding the right gem might be a difficult and time-consuming task for investors.

By leveraging our community, we can discover the next gems quicker and get on the train before the public.

This is the feature that we’re super excited about and will be sharing more about this soon in another post.

Portfolio and Yield Optimizer

You can track all your portfolio and information about your DeFI investments in a single place.

We’ll also aggerate data from other Defi projects and suggest you the best yield-farming strategies.

Custom Indicator and Pinescript

This feature allows advanced traders to add custom indicators that suites their own trading style.

Tokenomics

Key Information

  • Token Name: BSC.Tools
  • Ticker: TOOLS
  • Blockchain: Binance Smart Chain
  • Contract: To Be Updated
  • Token type: Utility, Governance.
  • Total Supply: 100,000,000 TOOLS

Token Allocation

  • Seed: 5,000,000 (5%)
  • Private: 5,000,000 (5%)
  • IDO / Public Sale: 100,000 (0.1%)
  • Initial Liquidity: 200,000 (0.2%)
  • Foundation Reserve: 20,000,000 (20%)
  • Liquidity Mining: 69,700,000 (69.7%)

Token Use Cases

The TOOLs token has the following planned and current use cases:

  • Liquidity mining: Users will be able to earn TOOLs token as rewards for providing liquidity.
  • Governance voting: TOOLS holders can vote on features that they’d like to see on our platform.
  • **Membership Upgrade: **BSC Tools is currently in open Beta. After the open Beta period ends, you will need to hold a set amount of tokens to access advanced features. Different membership tiers will be available in the future.
  • **Payment: **BSC projects will be able to use TOOLs to pay for sponsorships and advertisements on our platform.

Liquidity Mining Distribution

We’re using liquidity mining model to generate and distribute our TOOLs tokens.

Users can earn TOOLS token as rewards by farming at BSCEX’s launchpool.

In-depth tutorial will be released soon.

We allocated 69.7% of our total supply for liquidity mining.

80% of the farmed tokens will be locked for the 1st year and will be distributed continuously block by block in the following 2 years.

20% of the farmed tokens are unlocked and will be distributed to farmers and the team following this ratio:

  • Liquidity Mining Rewards: 70%
  • Team: 20%
  • Marketing: 10%

If you want to buy $TOOLS on PancakeSwap, you’ll need to follow these steps:

  • From your tab, go to  Pancakeswap.
  • In the upper right corner of the device, choose “Connect to a wallet.”
  • Choose the wallet in which you want to associate.

  • Connect your address to Pancakeswap.
  • Fill in the number of BNB / BUSD you’d like to trade for TOOLS tokens.

Click on “Select a token” then copy the TOOLS contract address and paste it into the text field. Make sure you’re using the contract address provided by BSC.tools.

The number of TOOLS tokens you will get for the amount of BNB you entered will be auto-filled by Pancakeswap.

Select “Swap” and confirm your purchase.

Your BNB / BUSD funds will be immediately withdrawn from your account after the process is completed, and you will collect an equal number of TOOLS tokens.

If you want to buy TOOLS on SWAPX on BSCEX, you’ll need to follow these steps:

Go to  https://swapx.bscex.org/ to get started. Connect your wallet by clicking the button on the top right corner

Select the Crypto Assets you would like to swap for TOOLS and fill in your desired amount.

Click on the drop-down on the second pair.

Then copy the TOOLS contract address and paste it into the text field. Make sure you’re using the contract address provided by BSC.tools.

The number of TOOLS tokens you will get for the amount of the crypto assets you entered will be auto-filled by SwapX.

Select “Swap” and confirm your purchase.

Source : https://www.youtube.com/watch?v=Q4v832PwbGM

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

How and Where to Buy BSC TOOLS (TOOLS)?

TOOLS 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 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 TOOLS

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

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)

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 TOOLS is an altcoin we need to transfer our coins to an exchange that TOOLS can be traded. Below is a list of exchanges that offers to trade TOOLS 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 deposit to the exchange from Binance depending on the available market pairs. After the deposit is confirmed you may then purchase TOOLS from the exchange: Gate.io, MXC.COM and PancakeSwap

Apart from the exchange(s) above, there are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once TOOLS 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 TOOLS

WebsiteSocial ChannelSocial Channel 2Social Channel 3Coinmarketcap

🔺DISCLAIMER: Trading Cryptocurrency is VERY risky. Make sure that you understand these risks if you are a beginner. The Information in the post is my OPINION and not financial advice. You are responsible for what you do with your funds

Learn about Cryptocurrency in this article ☞ What You Should Know Before Investing in Cryptocurrency - For Beginner

Read more What is BSCEX (BSCX) | What is BSCEX token | What is BSCX token

I hope this post will help you. If you liked this, please sharing it with others. Thank you!

#blockchain #bitcoin #bsc tools #tools

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

What is BSC FARM (BSC) | What is BSC FARM token | What is BSC token

Binance SmartChain, advantages and potentials

Image for post

a. Definition

Binance Smart Chain (BSC) is known as a blockchain operating on mainnet, activating the blockchain in parallel with Binance Chain. BSC allows the creation of smart contracts for blockchain tokens associated with the Binance brand. Meanwhile, it also launched a brand new staking mechanism for the cryptocurrency of one of the world’s leading crypto exchanges — BNB.

To further increase the utility of both Binance Chain and BNB, the introduction of a blockchain compatible with the Ethereum Virtual Machine — BSC is ready to be tested and piloted by some of the leading projects in the cryptocurrency industry. Based on the Proof of Staked Authority (PoSA) consensus mechanism, BSC creates an extremely diverse and rich ecosystem. This blockchain delivers many innovations thanks to its high performance and ample space benefiting a variety of parties including validators, token holders, developers, and users.

During the DeFi (decentralized finance) revolution, as the community shows a growing interest in alternative financial solutions provided by blockchain, the timely presence of BSC has gained considerable attention from the Binance Chain community. Now, DeFi projects and the blockchain community can take advantage of the very best offered by Binance Chain, powered by smart contracts, cross-chain interoperability, and more thanks to the launch of BSC. The Binance Chain and Smart Chain communities welcome all developers and dApp projects to test this breakthrough arena.

b. Advantages

This will be an opportunity for blockchain users to come to a new decentralized machine with many valuable assets provided by Binance Chain and Binance.com.

We can mention some of the benefits of Binance Smart Chain:

· A rich and growing digital asset ecosystem powered by Binance DEX, the leading decentralized exchange

· Cheap transaction fees that reach as low as 1 cent

· High performance with a network capable of producing a block every 3 seconds

· Cross-chain DeFi mechanisms that increase DeFi interoperability

· A supportive Binance ecosystem that funds and bootstraps many DeFi projects

· A growing ecosystem of millions of users across Binance.com and Binance DEX

· A network of major crypto projects already collaborating with BSC

c. Potentials

As reported in 2019, Ethereum, TRON and EOS make up 98% of the decentralized applications. Among them, Ethereum has always led in every category, including active dApps, active users, and transaction volume. In addition, there are other serious projects, including Steem, NEO, Ontology, Waves,…

Binance Smart Chain, with its advantages, as well as an extensive network of partnerships, is focusing on developing in a very large market, with the expectation of beating many competitors and taking the market share for itself.

Even before the launch of the Binance Smart Chain mainnet, the Binance Chain community has been working on various crypto projects to develop a powerful blockchain platform.

Some of the collaborators of Binance Smart Chain that can be mentioned:

  • Blockchain Infrastructure and Tools: ChainLink, Band Protocol, Trust Wallet, Ankr, BSCScan, Bitquery.io, MathWallet, MyWish, CertiK, Torus,…

  • DeFi: Swipe, Aave, 1inch.exchange, WazirX, DODO, dForce, Bounce.finance, Spartan Protocol, MCDEX, Cream, ForTube, DeBank,…

  • Cross-Chain Liquidity: RenVM, pNetwork, Thorchain, Ferrum.Network, Alpha Finance,…

  • Others: Dapp.Review, Ontology, Travala.com, Republic.co, Clutch, BCA, Ignite,…

source : VoskCoin

The BSC.Farm project

Inspiration

“The Binance Chain community launched BSC in time for the DeFi (decentralized finance) revolution, as the public shows increased interest in alternative financial solutions powered by blockchain. With BSC’s launch, DeFi projects and the bigger blockchain community can leverage the best that Binance Chain has to offer, fortified by smart contract support, cross-chain interoperability, and more advantages that BSC brings. So, the Binance Chain and Smart Chain community welcome all the dApp developers and projects to try on this new arena.”

In fact, nowadays there are a lot of DeFi projects launched on the Binance Smart Chain platform, including some typical names such as Burger Swap, BakerySwap, PancakeSwap, DegenSwap, Alpha Finance Lab, etc. All of the above projects have received really enthusiastic support from the community. However, currently, there is no unit that has listed and published a list of general and detailed information about DeFi projects on the BSC platform, creating a basis for users to track and make investment decisions, or for research purposes.

Therefore, BSC.Farm was created as a pioneering step, as a leader in listing Yield Farms projects on Binance Smart Chain with the mission of being the most complete, accurate, and leading synthesis within DeFi projects. Thus, becoming a place to update news, search for projects, investment opportunities, avoid fake information, scams, and is also the place to facilitate new, potential projects to reach and approach their potential investors. This is an open playground but also extremely selective, the BSC Farm team will always research and survey carefully before listing to bring users the safest and most effective experience.

Along with that, from the practical needs as well as the support and consensus of the users, we are designing and planning to launch the Liquidity Farming program in a collaborative, supportive relationship with a wide range of Yield Farm projects available on the BSC platform, thereby reinforcing, bonding and connecting, bringing those projects closer together, which really creates a consistent ecosystem, promotes the value of dApps on BSC. Information about the cooperation and launch of Farming will be updated by us as soon as possible.

Token Metrics

Token Name: BSC Farm

Token Symbol: BSC

Total Supply: 5,000,000 BSC

Contract: 0x17bc015607fdf93e7c949e9ca22f96907cfbef88

Decimals: 18

Community Airdrop: 2%

Team:16%

Initial Liquidity Pool: 10%

LP Incentive + Bonous :72%

Image for post

How and Where to Buy BSC FARM (BSC) – An Easy Step by Step Guide

BSC.Farm was created to be the pioneering step, as a leader in listing Yield Farms projects on Binance Smart Chain. BSC.Farm’s mission is to be the most complete, accurate and leading synthesis platform within DeFi projects. Thus, becoming a place to update the news, search for projects or opportunities for investment, help users to avoid from fake information, scams, and also being a place to facilitate new and potential projects to approach their potential investors. This is not only an open playground but also an extremely selective, the BSC Farm team will always research and survey carefully before listing to bring users the safest and most effective experience.

Currently, BSC is being ranked 2646 on Coinmarketcap and has recently surged a hefty 66.31% at the time of writing.

BSC 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 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 BSC.

Step 1: Register on Coinbase

BSC

You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC) or Ethereum (ETH). We will use Coinbase here as it is one of the largest crypto exchanges that accept fiat deposits. Use the link below to register at Coinbase and you will receive a free amount of $10 worth of BTC after buying $100 worth of cryptos.

SIGN UP COINBASE

Step 2: Buy coins with fiat money

BSC

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. You will be charged higher fees when using cards but you will also make an instant purchase. While a bank transfer will be cheaper but slower, depending on the country of your residence, some countries will offer instant cash deposit with low fees, such as iDeal in some European countries.

BSC

Now you are all set, click the ‘Trade’ button at the top left, choose the coin you want to buy and confirm your transaction…and congrats! You’ve just made your first crypto purchase.

Step 3: Transfer your cryptos to an Altcoin Exchange

But we are not done yet, since BSC is an altcoin we need to transfer our coins to an exchange that BSC can be traded. Below is a list of exchanges that offers to trade BSC 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 deposit to the exchange from coinbase depending on the available market pairs. After the deposit is confirmed you may then purchase BSC from the exchange view.

Exchange: BurgerSwap

Apart from the exchange(s) above, there are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once BSC 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!

Binance

BSC

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. Unfortunately, Binance does not allow US investors so we recommend you to sign up on other exchanges we recommend on this page.

SIGN UP ON BINANCE

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

Looking for more information…

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#blockchain #bitcoin #bsc farm #bsc