What is Polkalastic (POLX) | What is Polkalastic token | What is POLX token

In this article, we’ll discuss information about the Polkalastic project and POLX token

Polkalastic Explained

Polkadot: The Future of the Internet

Ethereum has been hailed as the world’s computer where Polkadot has positioned itself as the future of the Internet with a keen eye on connectivity. As a protocol, it enables the transference of data and does not intend to be token-centric. The blockchain’s ethos of shared resources, open-source-on-steroids if you will, is not a battle for chain domination. Rather it is a global undertaking that preaches interoperability; cooperation above competition. Building a true multi and cross-chain landscape replete with registries and computation is indeed high-minded. It is borderless and seeks communication between the public and private blockchains; the permissioned and the permissionless—once considered streng verboten.

Polkadot endeavors and dares to build applications whereby permissioned aspects of a private blockchain can be made for use on a public blockchain. The application speaks to authenticating contracts where nearly anything is transparent and tamper proof.

Polkadot is the new Ethereum Killer | by Lukas Wiesflecker | Coinmonks |  Medium

Such a world wide web can truly wrest authority from the governing bodies of this world and create a level of fairness that has been glimpsed only in theory.

In their own words, “Polkadot is built to connect private and consortium chains, public and permissionless networks, oracles, and future technologies that are yet to be created.” The Polkadot vision of the internet is where Polkalastic intends to reside as accurate price feeds, transparent and uncensored information will lead the way, not just for us, but for many financial services. Certainly, Ethereum is resource rich and the “Godfather” so we must pay tribute and bloom where we are planted. The future, however, is the exchange of information between independent blockchains transactions trustlessly and we believe the Polkadot relay chain provides an ideal solution.

Dot’s mission critical is to connect services, Dapps and entities to foster growth, enable ever improving solutions and ultimately to “free society from its reliance on a broken web where its large institutions can’t violate our trust.” As an aggregator which shores in the untamed world of EFi across a wide swath of terrain, we believe PolkaDot is where the future lies.

Polkalastic: The Aggregator of the Future

The Polkalastic “big picture” is to curate, track, demystify and represent the world of Elastic Finance through the Polkalastic aggregator and its native token, POLX. We will remain firmly above the fray of pure trend chasing as governance functionality and a proprietary staking/voting system will be implemented in order to track the true pulse of this rapidly growing ecosystem. Polkalastic is wholly speculative in nature—seeking the very best in seigniorage, bonds, DeFi, cash systems— i.e. any of the growth tokens of this brave new world, wherein systems accrues fees and excess collateral down to the elastic synthetics, perhaps poised to redefine the world of decentralized derivatives. To wit, EFi tokens that are able to demonstrate demand and support via POLX’s “skin in the game” participation in order to warrant inclusion and determine weight. This will be achieved through a first-of-its-kind staking proposition as well as a proprietary tiered-taxation structure. Polkalastic offers something new technically in a burgeoning market; attempting to harness the very best of this emergent sector and transitively speaking, realize significant growth for the POLX token.

Before we begin, please be strongly advised that elastics have been classified as experimental for a reason. Experiments can fail and trends rarely graduate to established markets. Elastic tokens may never constitute more than a modest footnote in the annals of crypto history or perhaps be an improved money slated for mass adoption.

The Polkalastic (POLX) Index is designed to track token performance within the ever-evolving Elastic Finance industry (EFi). Our index will include elastic cryptocurrencies, seigniorage tokens, algorithmic stablecoins, cash systems and whatever comes next. The index is weighted based on the value of community support measured by the number of stakers, as well as the market cap of the token.

This novel mechanism allows us to capture both technical innovation and community strength. Like traditional indices, Polkalastic will track projects with significant usage and demand as well as those that show a vibrant community and commitment to ongoing development.

Polkalastic’s Novel EFi Aggregator

Polkalastic offers exposure to the growing EFi space in a single, easy-to-own token (POLX) via a curated basket of elastic assets. The POLX token is designed to become a “set it and forget” approach to the rapidly evolving crypto sector of Elastic Finance. The token tracks our proprietary Polkalastic Aggregator (PA), which is composed of the most promising and technically interesting EFi projects. POLX is a capitalization-weighted product that captures the strength of the underlying market with some bespoke differences — the PA is weighted based on the value of community support measured by the number of stakers, as well as the market cap of the token, providing an indicator around community strength and sentiment that is not possible with more conventional products. Through this complete picture, we believe the PA truly captures the living, breathing pulse of this fast-moving space.

In addition to operating the aggregator, Polkalastic is a research, education, and data analysis organization that seeks to elucidate the often complex projects moving the sector forward. While this complexity is a natural by-product of innovation, our application dashboard aims to simplify adoption and access to information by surfacing critical market, user, and on-chain data related to the POLX token and PA. It is our hope that holders can make informed, timely decisions about their investments. As a result of extensive ideation and planning, we expect the POLX dashboard to represent a step forward in transparency and user confidence for all EFi projects. Here are some of the initial advancements of our MVP:

  1. Direct Staking — Instead of obfuscated geysers requiring costly LP positions, our users can directly stake tokens in our contracts, providing clarity around rewards, lowering the barrier to entry, and allowing for token usage within the protocol.
  2. Community-Weighted — PA extends beyond market capitalization to capture a more complex picture of a project’s place in the sector, instead determining the best performing projects according to multiple criteria. When staking in our contract, users will delegate their stake toward their chosen project, increasing the project’s weight is indexed, thereby capturing community sentiment.
  3. Decentralized Market — While Polkalastic is initially launching as a curated aggregator, it is moving quickly towards community-governance. In the way market dynamics play out across price, we hope to see similarly interesting dynamics bear out over time in weight and composition.
  4. Tiered Token Taxation — A dynamic and scalable “tax” is collected from every transfer and distributed to users supported through staking. This mechanism allows for a self-sustaining ecosystem that incentivizes meaningful participation.
  5. On-Chain and Market Analytics Dashboard — Our dashboard highlights relevant on-chain and market data in a useful way. Elastic and algorithmic currencies can be complex at a protocol level, and salient information needs to be distilled to attract a more confident and informed investor base.
  6. EFi Exposure in a Single Token — The PA will come to represent the most promising EFi projects in the space, from both a technical and community perspective. Holding the token leverages the wisdom of the crowd, allowing anyone to participate in the upside and growth of a burgeoning new asset class within the DeFi landscape.

Why Polkalastic?

Our concept of money is being redefined before our eyes, and DeFi is leading the way. With new systems designed around seigniorage, rebasing, cash systems, fractional reserves and algorithms launching daily, it becomes impossible to keep up, and worse, gain appropriate exposure to the never-ending litany of new projects. The curated Polkalastic Index and token will track the growth and adoption of this truly important space, while allowing any interested party to benefit alongside it.

Much like the S&P 500 affords average investors a “set it and forget” approach, the POLX token represents our confidence in the industry and its continued growth.

POLX LP Token

To remain on the cutting edge, we have developed a mechanism where liquidity providers can stake their LP tokens and will be rewarded appropriately for their contributions to the health of the project.

Tiered Taxation

At launch, all proceeds will be redistributed to holders and participants of the POLX token. Polkalastic utilizes tiering in determining the network tax to ensure both fee accrual and activity. Velocity is expected as activity grows and in addition to gaining exposure to the aggregated assets, holders also receive fees pursuant to network activity. Rather than an obtuse and passive flat fee, a dynamic, scalable structure was deployed to stimulate growth and the ecosystem. Taxation confers the following benefits:

  • Reward liquidity providers
  • Reward POLX stakers and participants
  • Healthy token ecosystem that encourages growth

The POLX token is a deflationary, fee-earning token used for governance and weighting the index according to delegated stake. As the index performs and earns fees from growth, 100% of revenue goes toward purchasing the token on the open market, and removing it from the total supply forever. As the EFi space advances, the POLX token becomes more scarce.

Polkalastic Index Staking

Polkalastic features a two-tier staking model to reward participation in our index. Stakers can delegate their stake to any project in the index, signaling their support and increasing its weight. Through this design, POLX captures innovation, community sentiment and the pulse of the elastic finance space.

POLX - Direct sync staking through our proxy and manager contract architecture.

POLX LP Tokens - Liquidity providers can stake their LP tokens and will be rewarded appropriately for their contributions to index health.

info-landing.info_item_taxation

Taxation Structure

Polkalastic will also deploy a tiered taxation structure on all transactions, with 100% of proceeds at launch redistributing to holders and participants. In addition to gaining exposure, holders also earn as the token changes hands and the index activity grows. Moving away from an obtuse flat fee, this dynamic structure is scalable, while also stimulating growth and the ecosystem. Taxation confers the following benefits:

  • Reward liquidity providersReward POLX stakers and index participantsHealthy token ecosystem that encourages growth

Polkalastic Weighted Index

representation

The Tech  Behind It All

Polkalastic features a number of industry firsts, including a community weighted index controlled by both token and LP holders, as well as an EFi-specific growth portfolio.

Broad Exposure, One Investment

Our index will track the progress of the entire elastic finance space. Polkalastic offers quick and easy exposure through one token, simplifying upside exposure to the fastest growing sector in DeFi.

The Polkalastic Index

Through staking of POLX and LP shares, our curated index will capture the growth of the strongest players in the space, along with community sentiment, offering an entirely new type of fund.

Index Staking

Market-capitalization indexs offer far from the complete picture. Through delegating stakes to supported projects, you’ll be investing in the brightest projects with the strongest communities.

Dynamic Fee Structure

A dynamic, scalable percentage of every transaction will be collected and redistributed to holders, properly aligning community and project incentives.

How and Where to Buy Polkalastic (POLX)?

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

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

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

SIGN UP ON BINANCE

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

Next step - Transfer your cryptos to an Altcoin Exchange

After the deposit is confirmed you may then purchase POLX from the Website: https://polkalastic.io or other exchange

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 POLX 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.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 POLX

WebsiteSource CodeSocial ChannelSocial Channel 2Message BoardDocumentation

🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.

🔥 If you’re a beginner. I believe the article below will be useful to you ☞ What You Should Know Before Investing in Cryptocurrency - For Beginner

⭐ ⭐ ⭐The project is of interest to the community. Join to Get free ‘GEEK coin’ (GEEKCASH coin)!

☞ -----CLICK HERE**-----**⭐ ⭐ ⭐

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

#bitcoin #crypto #polx #polkalastic

What is GEEK

Buddha Community

What is Polkalastic (POLX) | What is Polkalastic token | What is POLX token

What is Polkalastic (POLX) | What is Polkalastic token | What is POLX token

In this article, we’ll discuss information about the Polkalastic project and POLX token

Polkalastic Explained

Polkadot: The Future of the Internet

Ethereum has been hailed as the world’s computer where Polkadot has positioned itself as the future of the Internet with a keen eye on connectivity. As a protocol, it enables the transference of data and does not intend to be token-centric. The blockchain’s ethos of shared resources, open-source-on-steroids if you will, is not a battle for chain domination. Rather it is a global undertaking that preaches interoperability; cooperation above competition. Building a true multi and cross-chain landscape replete with registries and computation is indeed high-minded. It is borderless and seeks communication between the public and private blockchains; the permissioned and the permissionless—once considered streng verboten.

Polkadot endeavors and dares to build applications whereby permissioned aspects of a private blockchain can be made for use on a public blockchain. The application speaks to authenticating contracts where nearly anything is transparent and tamper proof.

Polkadot is the new Ethereum Killer | by Lukas Wiesflecker | Coinmonks |  Medium

Such a world wide web can truly wrest authority from the governing bodies of this world and create a level of fairness that has been glimpsed only in theory.

In their own words, “Polkadot is built to connect private and consortium chains, public and permissionless networks, oracles, and future technologies that are yet to be created.” The Polkadot vision of the internet is where Polkalastic intends to reside as accurate price feeds, transparent and uncensored information will lead the way, not just for us, but for many financial services. Certainly, Ethereum is resource rich and the “Godfather” so we must pay tribute and bloom where we are planted. The future, however, is the exchange of information between independent blockchains transactions trustlessly and we believe the Polkadot relay chain provides an ideal solution.

Dot’s mission critical is to connect services, Dapps and entities to foster growth, enable ever improving solutions and ultimately to “free society from its reliance on a broken web where its large institutions can’t violate our trust.” As an aggregator which shores in the untamed world of EFi across a wide swath of terrain, we believe PolkaDot is where the future lies.

Polkalastic: The Aggregator of the Future

The Polkalastic “big picture” is to curate, track, demystify and represent the world of Elastic Finance through the Polkalastic aggregator and its native token, POLX. We will remain firmly above the fray of pure trend chasing as governance functionality and a proprietary staking/voting system will be implemented in order to track the true pulse of this rapidly growing ecosystem. Polkalastic is wholly speculative in nature—seeking the very best in seigniorage, bonds, DeFi, cash systems— i.e. any of the growth tokens of this brave new world, wherein systems accrues fees and excess collateral down to the elastic synthetics, perhaps poised to redefine the world of decentralized derivatives. To wit, EFi tokens that are able to demonstrate demand and support via POLX’s “skin in the game” participation in order to warrant inclusion and determine weight. This will be achieved through a first-of-its-kind staking proposition as well as a proprietary tiered-taxation structure. Polkalastic offers something new technically in a burgeoning market; attempting to harness the very best of this emergent sector and transitively speaking, realize significant growth for the POLX token.

Before we begin, please be strongly advised that elastics have been classified as experimental for a reason. Experiments can fail and trends rarely graduate to established markets. Elastic tokens may never constitute more than a modest footnote in the annals of crypto history or perhaps be an improved money slated for mass adoption.

The Polkalastic (POLX) Index is designed to track token performance within the ever-evolving Elastic Finance industry (EFi). Our index will include elastic cryptocurrencies, seigniorage tokens, algorithmic stablecoins, cash systems and whatever comes next. The index is weighted based on the value of community support measured by the number of stakers, as well as the market cap of the token.

This novel mechanism allows us to capture both technical innovation and community strength. Like traditional indices, Polkalastic will track projects with significant usage and demand as well as those that show a vibrant community and commitment to ongoing development.

Polkalastic’s Novel EFi Aggregator

Polkalastic offers exposure to the growing EFi space in a single, easy-to-own token (POLX) via a curated basket of elastic assets. The POLX token is designed to become a “set it and forget” approach to the rapidly evolving crypto sector of Elastic Finance. The token tracks our proprietary Polkalastic Aggregator (PA), which is composed of the most promising and technically interesting EFi projects. POLX is a capitalization-weighted product that captures the strength of the underlying market with some bespoke differences — the PA is weighted based on the value of community support measured by the number of stakers, as well as the market cap of the token, providing an indicator around community strength and sentiment that is not possible with more conventional products. Through this complete picture, we believe the PA truly captures the living, breathing pulse of this fast-moving space.

In addition to operating the aggregator, Polkalastic is a research, education, and data analysis organization that seeks to elucidate the often complex projects moving the sector forward. While this complexity is a natural by-product of innovation, our application dashboard aims to simplify adoption and access to information by surfacing critical market, user, and on-chain data related to the POLX token and PA. It is our hope that holders can make informed, timely decisions about their investments. As a result of extensive ideation and planning, we expect the POLX dashboard to represent a step forward in transparency and user confidence for all EFi projects. Here are some of the initial advancements of our MVP:

  1. Direct Staking — Instead of obfuscated geysers requiring costly LP positions, our users can directly stake tokens in our contracts, providing clarity around rewards, lowering the barrier to entry, and allowing for token usage within the protocol.
  2. Community-Weighted — PA extends beyond market capitalization to capture a more complex picture of a project’s place in the sector, instead determining the best performing projects according to multiple criteria. When staking in our contract, users will delegate their stake toward their chosen project, increasing the project’s weight is indexed, thereby capturing community sentiment.
  3. Decentralized Market — While Polkalastic is initially launching as a curated aggregator, it is moving quickly towards community-governance. In the way market dynamics play out across price, we hope to see similarly interesting dynamics bear out over time in weight and composition.
  4. Tiered Token Taxation — A dynamic and scalable “tax” is collected from every transfer and distributed to users supported through staking. This mechanism allows for a self-sustaining ecosystem that incentivizes meaningful participation.
  5. On-Chain and Market Analytics Dashboard — Our dashboard highlights relevant on-chain and market data in a useful way. Elastic and algorithmic currencies can be complex at a protocol level, and salient information needs to be distilled to attract a more confident and informed investor base.
  6. EFi Exposure in a Single Token — The PA will come to represent the most promising EFi projects in the space, from both a technical and community perspective. Holding the token leverages the wisdom of the crowd, allowing anyone to participate in the upside and growth of a burgeoning new asset class within the DeFi landscape.

Why Polkalastic?

Our concept of money is being redefined before our eyes, and DeFi is leading the way. With new systems designed around seigniorage, rebasing, cash systems, fractional reserves and algorithms launching daily, it becomes impossible to keep up, and worse, gain appropriate exposure to the never-ending litany of new projects. The curated Polkalastic Index and token will track the growth and adoption of this truly important space, while allowing any interested party to benefit alongside it.

Much like the S&P 500 affords average investors a “set it and forget” approach, the POLX token represents our confidence in the industry and its continued growth.

POLX LP Token

To remain on the cutting edge, we have developed a mechanism where liquidity providers can stake their LP tokens and will be rewarded appropriately for their contributions to the health of the project.

Tiered Taxation

At launch, all proceeds will be redistributed to holders and participants of the POLX token. Polkalastic utilizes tiering in determining the network tax to ensure both fee accrual and activity. Velocity is expected as activity grows and in addition to gaining exposure to the aggregated assets, holders also receive fees pursuant to network activity. Rather than an obtuse and passive flat fee, a dynamic, scalable structure was deployed to stimulate growth and the ecosystem. Taxation confers the following benefits:

  • Reward liquidity providers
  • Reward POLX stakers and participants
  • Healthy token ecosystem that encourages growth

The POLX token is a deflationary, fee-earning token used for governance and weighting the index according to delegated stake. As the index performs and earns fees from growth, 100% of revenue goes toward purchasing the token on the open market, and removing it from the total supply forever. As the EFi space advances, the POLX token becomes more scarce.

Polkalastic Index Staking

Polkalastic features a two-tier staking model to reward participation in our index. Stakers can delegate their stake to any project in the index, signaling their support and increasing its weight. Through this design, POLX captures innovation, community sentiment and the pulse of the elastic finance space.

POLX - Direct sync staking through our proxy and manager contract architecture.

POLX LP Tokens - Liquidity providers can stake their LP tokens and will be rewarded appropriately for their contributions to index health.

info-landing.info_item_taxation

Taxation Structure

Polkalastic will also deploy a tiered taxation structure on all transactions, with 100% of proceeds at launch redistributing to holders and participants. In addition to gaining exposure, holders also earn as the token changes hands and the index activity grows. Moving away from an obtuse flat fee, this dynamic structure is scalable, while also stimulating growth and the ecosystem. Taxation confers the following benefits:

  • Reward liquidity providersReward POLX stakers and index participantsHealthy token ecosystem that encourages growth

Polkalastic Weighted Index

representation

The Tech  Behind It All

Polkalastic features a number of industry firsts, including a community weighted index controlled by both token and LP holders, as well as an EFi-specific growth portfolio.

Broad Exposure, One Investment

Our index will track the progress of the entire elastic finance space. Polkalastic offers quick and easy exposure through one token, simplifying upside exposure to the fastest growing sector in DeFi.

The Polkalastic Index

Through staking of POLX and LP shares, our curated index will capture the growth of the strongest players in the space, along with community sentiment, offering an entirely new type of fund.

Index Staking

Market-capitalization indexs offer far from the complete picture. Through delegating stakes to supported projects, you’ll be investing in the brightest projects with the strongest communities.

Dynamic Fee Structure

A dynamic, scalable percentage of every transaction will be collected and redistributed to holders, properly aligning community and project incentives.

How and Where to Buy Polkalastic (POLX)?

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

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

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

SIGN UP ON BINANCE

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

Next step - Transfer your cryptos to an Altcoin Exchange

After the deposit is confirmed you may then purchase POLX from the Website: https://polkalastic.io or other exchange

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 POLX 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.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 POLX

WebsiteSource CodeSocial ChannelSocial Channel 2Message BoardDocumentation

🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.

🔥 If you’re a beginner. I believe the article below will be useful to you ☞ What You Should Know Before Investing in Cryptocurrency - For Beginner

⭐ ⭐ ⭐The project is of interest to the community. Join to Get free ‘GEEK coin’ (GEEKCASH coin)!

☞ -----CLICK HERE**-----**⭐ ⭐ ⭐

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

#bitcoin #crypto #polx #polkalastic

Words Counted: A Ruby Natural Language Processor.

WordsCounted

We are all in the gutter, but some of us are looking at the stars.

-- Oscar Wilde

WordsCounted is a Ruby NLP (natural language processor). WordsCounted lets you implement powerful tokensation strategies with a very flexible tokeniser class.

Are you using WordsCounted to do something interesting? Please tell me about it.

 

Demo

Visit this website for one example of what you can do with WordsCounted.

Features

  • Out of the box, get the following data from any string or readable file, or URL:
    • Token count and unique token count
    • Token densities, frequencies, and lengths
    • Char count and average chars per token
    • The longest tokens and their lengths
    • The most frequent tokens and their frequencies.
  • A flexible way to exclude tokens from the tokeniser. You can pass a string, regexp, symbol, lambda, or an array of any combination of those types for powerful tokenisation strategies.
  • Pass your own regexp rules to the tokeniser if you prefer. The default regexp filters special characters but keeps hyphens and apostrophes. It also plays nicely with diacritics (UTF and unicode characters): Bayrūt is treated as ["Bayrūt"] and not ["Bayr", "ū", "t"], for example.
  • Opens and reads files. Pass in a file path or a url instead of a string.

Installation

Add this line to your application's Gemfile:

gem 'words_counted'

And then execute:

$ bundle

Or install it yourself as:

$ gem install words_counted

Usage

Pass in a string or a file path, and an optional filter and/or regexp.

counter = WordsCounted.count(
  "We are all in the gutter, but some of us are looking at the stars."
)

# Using a file
counter = WordsCounted.from_file("path/or/url/to/my/file.txt")

.count and .from_file are convenience methods that take an input, tokenise it, and return an instance of WordsCounted::Counter initialized with the tokens. The WordsCounted::Tokeniser and WordsCounted::Counter classes can be used alone, however.

API

WordsCounted

WordsCounted.count(input, options = {})

Tokenises input and initializes a WordsCounted::Counter object with the resulting tokens.

counter = WordsCounted.count("Hello Beirut!")

Accepts two options: exclude and regexp. See Excluding tokens from the analyser and Passing in a custom regexp respectively.

WordsCounted.from_file(path, options = {})

Reads and tokenises a file, and initializes a WordsCounted::Counter object with the resulting tokens.

counter = WordsCounted.from_file("hello_beirut.txt")

Accepts the same options as .count.

Tokeniser

The tokeniser allows you to tokenise text in a variety of ways. You can pass in your own rules for tokenisation, and apply a powerful filter with any combination of rules as long as they can boil down into a lambda.

Out of the box the tokeniser includes only alpha chars. Hyphenated tokens and tokens with apostrophes are considered a single token.

#tokenise([pattern: TOKEN_REGEXP, exclude: nil])

tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise

# With `exclude`
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise(exclude: "hello")

# With `pattern`
tokeniser = WordsCounted::Tokeniser.new("I <3 Beirut!").tokenise(pattern: /[a-z]/i)

See Excluding tokens from the analyser and Passing in a custom regexp for more information.

Counter

The WordsCounted::Counter class allows you to collect various statistics from an array of tokens.

#token_count

Returns the token count of a given string.

counter.token_count #=> 15

#token_frequency

Returns a sorted (unstable) two-dimensional array where each element is a token and its frequency. The array is sorted by frequency in descending order.

counter.token_frequency

[
  ["the", 2],
  ["are", 2],
  ["we",  1],
  # ...
  ["all", 1]
]

#most_frequent_tokens

Returns a hash where each key-value pair is a token and its frequency.

counter.most_frequent_tokens

{ "are" => 2, "the" => 2 }

#token_lengths

Returns a sorted (unstable) two-dimentional array where each element contains a token and its length. The array is sorted by length in descending order.

counter.token_lengths

[
  ["looking", 7],
  ["gutter",  6],
  ["stars",   5],
  # ...
  ["in",      2]
]

#longest_tokens

Returns a hash where each key-value pair is a token and its length.

counter.longest_tokens

{ "looking" => 7 }

#token_density([ precision: 2 ])

Returns a sorted (unstable) two-dimentional array where each element contains a token and its density as a float, rounded to a precision of two. The array is sorted by density in descending order. It accepts a precision argument, which must be a float.

counter.token_density

[
  ["are",     0.13],
  ["the",     0.13],
  ["but",     0.07 ],
  # ...
  ["we",      0.07 ]
]

#char_count

Returns the char count of tokens.

counter.char_count #=> 76

#average_chars_per_token([ precision: 2 ])

Returns the average char count per token rounded to two decimal places. Accepts a precision argument which defaults to two. Precision must be a float.

counter.average_chars_per_token #=> 4

#uniq_token_count

Returns the number of unique tokens.

counter.uniq_token_count #=> 13

Excluding tokens from the tokeniser

You can exclude anything you want from the input by passing the exclude option. The exclude option accepts a variety of filters and is extremely flexible.

  1. A space-delimited string. The filter will normalise the string.
  2. A regular expression.
  3. A lambda.
  4. A symbol that names a predicate method. For example :odd?.
  5. An array of any combination of the above.
tokeniser =
  WordsCounted::Tokeniser.new(
    "Magnificent! That was magnificent, Trevor."
  )

# Using a string
tokeniser.tokenise(exclude: "was magnificent")
# => ["that", "trevor"]

# Using a regular expression
tokeniser.tokenise(exclude: /trevor/)
# => ["magnificent", "that", "was", "magnificent"]

# Using a lambda
tokeniser.tokenise(exclude: ->(t) { t.length < 4 })
# => ["magnificent", "that", "magnificent", "trevor"]

# Using symbol
tokeniser = WordsCounted::Tokeniser.new("Hello! محمد")
tokeniser.tokenise(exclude: :ascii_only?)
# => ["محمد"]

# Using an array
tokeniser = WordsCounted::Tokeniser.new(
  "Hello! اسماءنا هي محمد، كارولينا، سامي، وداني"
)
tokeniser.tokenise(
  exclude: [:ascii_only?, /محمد/, ->(t) { t.length > 6}, "و"]
)
# => ["هي", "سامي", "وداني"]

Passing in a custom regexp

The default regexp accounts for letters, hyphenated tokens, and apostrophes. This means twenty-one is treated as one token. So is Mohamad's.

/[\p{Alpha}\-']+/

You can pass your own criteria as a Ruby regular expression to split your string as desired.

For example, if you wanted to include numbers, you can override the regular expression:

counter = WordsCounted.count("Numbers 1, 2, and 3", pattern: /[\p{Alnum}\-']+/)
counter.tokens
#=> ["numbers", "1", "2", "and", "3"]

Opening and reading files

Use the from_file method to open files. from_file accepts the same options as .count. The file path can be a URL.

counter = WordsCounted.from_file("url/or/path/to/file.text")

Gotchas

A hyphen used in leu of an em or en dash will form part of the token. This affects the tokeniser algorithm.

counter = WordsCounted.count("How do you do?-you are well, I see.")
counter.token_frequency

[
  ["do",   2],
  ["how",  1],
  ["you",  1],
  ["-you", 1], # WTF, mate!
  ["are",  1],
  # ...
]

In this example -you and you are separate tokens. Also, the tokeniser does not include numbers by default. Remember that you can pass your own regular expression if the default behaviour does not fit your needs.

A note on case sensitivity

The program will normalise (downcase) all incoming strings for consistency and filters.

Roadmap

Ability to open URLs

def self.from_url
  # open url and send string here after removing html
end

Contributors

See contributors.

Contributing

  1. Fork it
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create new Pull Request

Author: abitdodgy
Source code: https://github.com/abitdodgy/words_counted
License: MIT license

#ruby  #ruby-on-rails 

Royce  Reinger

Royce Reinger

1658068560

WordsCounted: A Ruby Natural Language Processor

WordsCounted

We are all in the gutter, but some of us are looking at the stars.

-- Oscar Wilde

WordsCounted is a Ruby NLP (natural language processor). WordsCounted lets you implement powerful tokensation strategies with a very flexible tokeniser class.

Features

  • Out of the box, get the following data from any string or readable file, or URL:
    • Token count and unique token count
    • Token densities, frequencies, and lengths
    • Char count and average chars per token
    • The longest tokens and their lengths
    • The most frequent tokens and their frequencies.
  • A flexible way to exclude tokens from the tokeniser. You can pass a string, regexp, symbol, lambda, or an array of any combination of those types for powerful tokenisation strategies.
  • Pass your own regexp rules to the tokeniser if you prefer. The default regexp filters special characters but keeps hyphens and apostrophes. It also plays nicely with diacritics (UTF and unicode characters): Bayrūt is treated as ["Bayrūt"] and not ["Bayr", "ū", "t"], for example.
  • Opens and reads files. Pass in a file path or a url instead of a string.

Installation

Add this line to your application's Gemfile:

gem 'words_counted'

And then execute:

$ bundle

Or install it yourself as:

$ gem install words_counted

Usage

Pass in a string or a file path, and an optional filter and/or regexp.

counter = WordsCounted.count(
  "We are all in the gutter, but some of us are looking at the stars."
)

# Using a file
counter = WordsCounted.from_file("path/or/url/to/my/file.txt")

.count and .from_file are convenience methods that take an input, tokenise it, and return an instance of WordsCounted::Counter initialized with the tokens. The WordsCounted::Tokeniser and WordsCounted::Counter classes can be used alone, however.

API

WordsCounted

WordsCounted.count(input, options = {})

Tokenises input and initializes a WordsCounted::Counter object with the resulting tokens.

counter = WordsCounted.count("Hello Beirut!")

Accepts two options: exclude and regexp. See Excluding tokens from the analyser and Passing in a custom regexp respectively.

WordsCounted.from_file(path, options = {})

Reads and tokenises a file, and initializes a WordsCounted::Counter object with the resulting tokens.

counter = WordsCounted.from_file("hello_beirut.txt")

Accepts the same options as .count.

Tokeniser

The tokeniser allows you to tokenise text in a variety of ways. You can pass in your own rules for tokenisation, and apply a powerful filter with any combination of rules as long as they can boil down into a lambda.

Out of the box the tokeniser includes only alpha chars. Hyphenated tokens and tokens with apostrophes are considered a single token.

#tokenise([pattern: TOKEN_REGEXP, exclude: nil])

tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise

# With `exclude`
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise(exclude: "hello")

# With `pattern`
tokeniser = WordsCounted::Tokeniser.new("I <3 Beirut!").tokenise(pattern: /[a-z]/i)

See Excluding tokens from the analyser and Passing in a custom regexp for more information.

Counter

The WordsCounted::Counter class allows you to collect various statistics from an array of tokens.

#token_count

Returns the token count of a given string.

counter.token_count #=> 15

#token_frequency

Returns a sorted (unstable) two-dimensional array where each element is a token and its frequency. The array is sorted by frequency in descending order.

counter.token_frequency

[
  ["the", 2],
  ["are", 2],
  ["we",  1],
  # ...
  ["all", 1]
]

#most_frequent_tokens

Returns a hash where each key-value pair is a token and its frequency.

counter.most_frequent_tokens

{ "are" => 2, "the" => 2 }

#token_lengths

Returns a sorted (unstable) two-dimentional array where each element contains a token and its length. The array is sorted by length in descending order.

counter.token_lengths

[
  ["looking", 7],
  ["gutter",  6],
  ["stars",   5],
  # ...
  ["in",      2]
]

#longest_tokens

Returns a hash where each key-value pair is a token and its length.

counter.longest_tokens

{ "looking" => 7 }

#token_density([ precision: 2 ])

Returns a sorted (unstable) two-dimentional array where each element contains a token and its density as a float, rounded to a precision of two. The array is sorted by density in descending order. It accepts a precision argument, which must be a float.

counter.token_density

[
  ["are",     0.13],
  ["the",     0.13],
  ["but",     0.07 ],
  # ...
  ["we",      0.07 ]
]

#char_count

Returns the char count of tokens.

counter.char_count #=> 76

#average_chars_per_token([ precision: 2 ])

Returns the average char count per token rounded to two decimal places. Accepts a precision argument which defaults to two. Precision must be a float.

counter.average_chars_per_token #=> 4

#uniq_token_count

Returns the number of unique tokens.

counter.uniq_token_count #=> 13

Excluding tokens from the tokeniser

You can exclude anything you want from the input by passing the exclude option. The exclude option accepts a variety of filters and is extremely flexible.

  1. A space-delimited string. The filter will normalise the string.
  2. A regular expression.
  3. A lambda.
  4. A symbol that names a predicate method. For example :odd?.
  5. An array of any combination of the above.
tokeniser =
  WordsCounted::Tokeniser.new(
    "Magnificent! That was magnificent, Trevor."
  )

# Using a string
tokeniser.tokenise(exclude: "was magnificent")
# => ["that", "trevor"]

# Using a regular expression
tokeniser.tokenise(exclude: /trevor/)
# => ["magnificent", "that", "was", "magnificent"]

# Using a lambda
tokeniser.tokenise(exclude: ->(t) { t.length < 4 })
# => ["magnificent", "that", "magnificent", "trevor"]

# Using symbol
tokeniser = WordsCounted::Tokeniser.new("Hello! محمد")
tokeniser.tokenise(exclude: :ascii_only?)
# => ["محمد"]

# Using an array
tokeniser = WordsCounted::Tokeniser.new(
  "Hello! اسماءنا هي محمد، كارولينا، سامي، وداني"
)
tokeniser.tokenise(
  exclude: [:ascii_only?, /محمد/, ->(t) { t.length > 6}, "و"]
)
# => ["هي", "سامي", "وداني"]

Passing in a custom regexp

The default regexp accounts for letters, hyphenated tokens, and apostrophes. This means twenty-one is treated as one token. So is Mohamad's.

/[\p{Alpha}\-']+/

You can pass your own criteria as a Ruby regular expression to split your string as desired.

For example, if you wanted to include numbers, you can override the regular expression:

counter = WordsCounted.count("Numbers 1, 2, and 3", pattern: /[\p{Alnum}\-']+/)
counter.tokens
#=> ["numbers", "1", "2", "and", "3"]

Opening and reading files

Use the from_file method to open files. from_file accepts the same options as .count. The file path can be a URL.

counter = WordsCounted.from_file("url/or/path/to/file.text")

Gotchas

A hyphen used in leu of an em or en dash will form part of the token. This affects the tokeniser algorithm.

counter = WordsCounted.count("How do you do?-you are well, I see.")
counter.token_frequency

[
  ["do",   2],
  ["how",  1],
  ["you",  1],
  ["-you", 1], # WTF, mate!
  ["are",  1],
  # ...
]

In this example -you and you are separate tokens. Also, the tokeniser does not include numbers by default. Remember that you can pass your own regular expression if the default behaviour does not fit your needs.

A note on case sensitivity

The program will normalise (downcase) all incoming strings for consistency and filters.

Roadmap

Ability to open URLs

def self.from_url
  # open url and send string here after removing html
end

Are you using WordsCounted to do something interesting? Please tell me about it.

Gem Version 

RubyDoc documentation.

Demo

Visit this website for one example of what you can do with WordsCounted.


Contributors

See contributors.

Contributing

  1. Fork it
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create new Pull Request

Author: Abitdodgy
Source Code: https://github.com/abitdodgy/words_counted 
License: MIT license

#ruby #nlp 

aaron silva

aaron silva

1622197808

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

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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

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