Crypto Like

Crypto Like

1614667349

What is xToken (XTK) | What is XTK token

What are xTokens?

xTokens are ERC20 wrapper tokens for staking, governance and liquidity strategies. xToken offers simple set-and-forget tokens that provide simplified exposure to the returns from participating in staking protocols.

Token address:  0x7f3edcdd180dbe4819bd98fee8929b5cedb3adeb

Uniswap pool: 0x2FBa756C64d4F9dBB17F1B3A1AfB5F05af7f18C0

Max supply: 1 billion

Retroactive Distribution

We’ve distributed 2% of supply (20 million XTK) retroactively to past users and liquidity providers. Each eligible address was assigned a cumulative point total based on participation in the network: 1 point each for an investment in an xAsset, whether by direct mint on xToken or swap on a liquidity pool. And 1 point each for contributing to our recommended liquidity pool.

For example, a user who invested in xKNCa, xINCHb and xSNXa and contributed liquidity to the xINCHb 1Inch pool would have been allocated 4 units of distribution.

We then divided the allocated pool by the number of total distribution units and registered the total distribution to each address in our claims contract. We finalized our script at block 11857556 (Feb. 14 10:30 PM UTC). **Check for your distribution at **xToken Cafe. Rewards will remain available for 1 year, at which point they will be returned to the community pool.

Community Vesting

Instead of buying on the market, we highly recommend that community members who want to own XTK earn it via our Community Vesting program. We will be heavily incentivizing users to contribute to select liquidity pools. Our initial program will run for 10 weeks and will distribute 8% of total XTK supply. While the initial incentives period is 10 weeks, we intend to extend most or all of these programs. Read more about Community Vesting on the dedicated blog post. Community Vesting starts tomorrow at 8 pm EST!

Overall Token Distribution

Our token distribution is as follows:

  • Community Vesting — 50%: liquidity incentive and engagement programs, paid out over 2 – 4 years. This includes our initial liquidity incentives launching today, as well as future liquidity and community engagement programs to be announced soon.
  • Early Investors and Advisors — 12.9%: all investor and advisor allocations vest on a 2 year linear schedule with a 1 year cliff, initiated no earlier than September 10, 2020. This means that zero investor/advisor tokens unlock before September 10, 2021 and some investor/advisor allocations don’t begin unlocking until several months later.
  • Current and Future Team — 20%: all current and future team member allocations vest on a 4 year linear schedule with a 1 year cliff, initiated no earlier than September 10, 2020. This means that zero team member tokens unlock before September 10, 2021 and some team allocations don’t begin unlocking until several months later.
  • Growth and Ecosystem Fund — 17.1%: this is xToken’s long term treasury reserve. Any future investor allocation and all growth, development and ecosystem initiatives will be funded from this pool.

Image for post

Looking Forward

While we’re still in the early stages of developing our token model, we’re excited to begin soliciting feedback from the xToken community on the path forward. Please join the conversation in our Discord.

Near term, we have several more xAssets slated to launch in Q1, with xToken Lending on track for Q2. Stay tuned for more updates on development plans and tokenomics.

Guide to XTK Community Vesting

We’re excited to announce the xToken Community Vesting program. We’ve set aside 50% of the XTK supply for various initiatives designed to engage the community.

We’ll have another blog post about ways the community can earn XTK via content creation and other creative contributions. However, this post will walk specifically through the liquidity incentives and how they work.

A Few Notes

Our incentives contracts are a slight fork of PieDao’s liquidity mining contracts which are a slight fork of Synthetix’s Staking Rewards and Reward Escrow contracts.

First, the basics:

  • Users acquire the xAsset directly at xToken Market or via a DEX like Uniswap, Balancer or 1Inch
  • Users provide liquidity to select Uniswap, Balancer and 1Inch pools. These pools hold 50% of capital in an xAsset and 50% in either one or two other assets, depending on the pool.
  • Users stake their LP tokens on xToken Cafe and XTK rewards accrue linearly based on proportional share of LP tokens staked.

We’ve introduced a few small wrinkles in order to attract long-term-minded liquidity providers who believe in and are aligned with the project. We would be happy to forgo a few dollars of TVL if it means our LPs are in it for the long term.

  • Users must exit the staking contracts in order to claim. This means that your LP tokens will be unstaked when you claim.
  • User rewards are escrowed for 6 weeks after the exit/claim transaction. Rewards will be vested and fully receivable 6 weeks after the claim.

Of course, users can just re-stake their LP tokens after claiming and exiting. It’s encouraged. However, we are hoping that a little bit of added staking friction and a short escrow period will deter farm-and-dumpers from participating.

Lastly, please note that xAssets are fairly new and highly risky.** Please review the available information on Medium and xToken Market before making any investment decisions**.

Our Liquidity Programs

All 8 of our pools will begin a 10-week incentive program on February 25th. We fully intend to extend most or all of these programs beyond 10 weeks.

Please note that adding liquidity can be very expensive in this high gas environment. Please consider whether your rewards will be sufficient to cover gas costs.

Note that Balancer requires users to deploy a DSProxy contract before contributing liquidity. This can be an expensive transaction, so if you’ve LP’d on Balancer before, we encourage you to use the same address.

Finally, we highly recommend that users who mint xAssets directly on xToken Market use the base token to mint (e.g., SNX for xSNXa or AAVE for xAAVEa) rather than ETH. While our contracts accept ETH for minting, the gas cost will be much higher than minting with the base token.

xSNXa-WETH-SNX Balancer Pool

xAAVEa-WETH-AAVE Balancer Pool

xAAVEb-WETH-AAVE Balancer Pool

xINCHa-ETH 1Inch Pool

xINCHb-ETH 1Inch Pool

xKNCa-WETH Uniswap Pool

Please migrate_ your legacy xKNCa if you have yet to do so. If required, you’ll be prompted to migrate on xToken Market._

xKNCb-WETH Uniswap Pool

Please migrate_ your legacy xKNCb if you have yet to do so. If required, you’ll be prompted to migrate on xToken Market._

XTK-WETH Uniswap Pool

The XTK Launch Challenge — Up to $50,000 in Prizes

xToken is excited to share some more details on the XTK Launch Challenge, which we previewed last week. There has been a lot going on in the xToken community. XTK, xToken’s native token, hit mainnet. We also kicked off the XTK Community Vesting program, which will ultimately distribute a meaningful share of the network to the xToken community.

The challenge is designed to drive awareness of xToken products, onboard more members into the xToken community, and educate potential xToken users.

  • Let’s build 🛠 Dune Analytics dashboards, memes, videos, subgraphs — we want to see it all
  • **The Prize💰 **Up to $50,000 in XTK to the top submissions
  • Join the Challenge —follow xToken on Twitter and tweet submissions with the #XTKLaunchChallenge hashtag

XTK Launch Challenge Details

The XTK Launch Challenge is a competition focused on growing the XTK ecosystem. The challenge will start on March 1st and run for two weeks. There will be two tracks for the xToken Launch Challenge — Creative Competition and Dev Bounties.

Creative Competition

Creators are encouraged to create content about xToken, and are rewarded prizes for creating the best content. Submissions can include videos, art, graphic design, infographics, articles, music, thoughtful tweets, memes, and more.

Categories

  • Mascot origin story — naming the xToken mascot and creating its origin story in two tweets or less (your submission tweet(s) must include at least one picture of our mascot…options: 1, 2, 3, or 4)
  • Videos — educational videos about the benefits of xAssets and how to use them
  • Merchandise — xToken has no merch. xToken needs merch. Design us something interesting that we can send to the production line. Hint: DeFi already has enough socks. Try something else!
  • Written guides — explainers on the xToken vision, how each xAsset works, onboarding guides, etc.
  • Free form content — master meme creator? Want to write a song about why you love xToken? A short story? This is for you

Prizes

The winner of each of the five categories will receive 10,000 XTK. Additionally, we’ll be naming five wild card winners each to receive 2,000 XTK. If there are more than ten high quality submissions, we may just add more to the prize pool!

Submitting

  • You must follow @xtokenmarket
  • Tweet out your submission and add #XTKLaunchChallenge so that the community can view your submission. We can’t consider submissions that don’t have this hashtag

Rules

  • Be respectful. We want xToken to be a community where anyone can feel comfortable.
  • You may submit multiple submissions.

Dev Bounties

Prefer writing SQL to creating memes? The Bounty category is for you — there’s plenty of technical work to do that will serve the xToken community!

Categories

  • Dune Analytics dashboards for xToken products
  • Staking returns dashboard: show expected staking returns in a unified UI for underlying protocols Synthetix, Kyber, Aave and 1Inch
  • Subgraphs for each xToken contract: xSNXa, xKNCa/b, xAAVEa/b, xINCHa/b
  • Some other technical idea? Propose it in the #launch-challenge channel of the Discord

Reach out to us in the Discord if you need more clarity or guidance on some element of your project.

Prizes

  • 10,000 XTK to the best and most comprehensive Dune dashboard at the end of the challenge period
  • 10,000 XTK to the best staking returns dashboard at the end of the challenge period
  • 10,000 XTK to the most accurate/comprehensive subgraphs (we can partially award this bounty for partial submissions)
  • Three wild card winners of 5,000 XTK

We are very open to adding more to this prize pool for developers with ace ideas. Pitch us in the Discord!

Submitting

Tweet it out! And then post the link in the #launch-challenge channel with a short explainer of what you built.

How and Where to Buy XTK ?

XTK 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 …

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. 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.

☞ 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 XTK is an altcoin we need to transfer our coins to an exchange that XTK can be traded. Below is a list of exchanges that offers to trade XTK 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 XTK from the exchange.

Exchange: Uniswap (V2) and 1inch Exchange

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 XTK 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

☞ Binance ☞ Bittrex ☞ Poloniex ☞ Bitfinex ☞ Huobi ☞ MXC ☞ ProBIT ☞ Gate.io ☞ Coinbase

Find more information XTK

☞ Website ☞ Explorer ☞ Explorer 2 ☞ Source Code ☞ Social Channel ☞ Social Channel 2 ☞ Message Board ☞ Coinmarketcap

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

Thank for visiting and reading this article! I’m highly appreciate your actions! Please share if you liked it!

#bitcoin #crypto #xtoken #xtk

What is GEEK

Buddha Community

What is xToken (XTK) | What is XTK token
Crypto Like

Crypto Like

1614667349

What is xToken (XTK) | What is XTK token

What are xTokens?

xTokens are ERC20 wrapper tokens for staking, governance and liquidity strategies. xToken offers simple set-and-forget tokens that provide simplified exposure to the returns from participating in staking protocols.

Token address:  0x7f3edcdd180dbe4819bd98fee8929b5cedb3adeb

Uniswap pool: 0x2FBa756C64d4F9dBB17F1B3A1AfB5F05af7f18C0

Max supply: 1 billion

Retroactive Distribution

We’ve distributed 2% of supply (20 million XTK) retroactively to past users and liquidity providers. Each eligible address was assigned a cumulative point total based on participation in the network: 1 point each for an investment in an xAsset, whether by direct mint on xToken or swap on a liquidity pool. And 1 point each for contributing to our recommended liquidity pool.

For example, a user who invested in xKNCa, xINCHb and xSNXa and contributed liquidity to the xINCHb 1Inch pool would have been allocated 4 units of distribution.

We then divided the allocated pool by the number of total distribution units and registered the total distribution to each address in our claims contract. We finalized our script at block 11857556 (Feb. 14 10:30 PM UTC). **Check for your distribution at **xToken Cafe. Rewards will remain available for 1 year, at which point they will be returned to the community pool.

Community Vesting

Instead of buying on the market, we highly recommend that community members who want to own XTK earn it via our Community Vesting program. We will be heavily incentivizing users to contribute to select liquidity pools. Our initial program will run for 10 weeks and will distribute 8% of total XTK supply. While the initial incentives period is 10 weeks, we intend to extend most or all of these programs. Read more about Community Vesting on the dedicated blog post. Community Vesting starts tomorrow at 8 pm EST!

Overall Token Distribution

Our token distribution is as follows:

  • Community Vesting — 50%: liquidity incentive and engagement programs, paid out over 2 – 4 years. This includes our initial liquidity incentives launching today, as well as future liquidity and community engagement programs to be announced soon.
  • Early Investors and Advisors — 12.9%: all investor and advisor allocations vest on a 2 year linear schedule with a 1 year cliff, initiated no earlier than September 10, 2020. This means that zero investor/advisor tokens unlock before September 10, 2021 and some investor/advisor allocations don’t begin unlocking until several months later.
  • Current and Future Team — 20%: all current and future team member allocations vest on a 4 year linear schedule with a 1 year cliff, initiated no earlier than September 10, 2020. This means that zero team member tokens unlock before September 10, 2021 and some team allocations don’t begin unlocking until several months later.
  • Growth and Ecosystem Fund — 17.1%: this is xToken’s long term treasury reserve. Any future investor allocation and all growth, development and ecosystem initiatives will be funded from this pool.

Image for post

Looking Forward

While we’re still in the early stages of developing our token model, we’re excited to begin soliciting feedback from the xToken community on the path forward. Please join the conversation in our Discord.

Near term, we have several more xAssets slated to launch in Q1, with xToken Lending on track for Q2. Stay tuned for more updates on development plans and tokenomics.

Guide to XTK Community Vesting

We’re excited to announce the xToken Community Vesting program. We’ve set aside 50% of the XTK supply for various initiatives designed to engage the community.

We’ll have another blog post about ways the community can earn XTK via content creation and other creative contributions. However, this post will walk specifically through the liquidity incentives and how they work.

A Few Notes

Our incentives contracts are a slight fork of PieDao’s liquidity mining contracts which are a slight fork of Synthetix’s Staking Rewards and Reward Escrow contracts.

First, the basics:

  • Users acquire the xAsset directly at xToken Market or via a DEX like Uniswap, Balancer or 1Inch
  • Users provide liquidity to select Uniswap, Balancer and 1Inch pools. These pools hold 50% of capital in an xAsset and 50% in either one or two other assets, depending on the pool.
  • Users stake their LP tokens on xToken Cafe and XTK rewards accrue linearly based on proportional share of LP tokens staked.

We’ve introduced a few small wrinkles in order to attract long-term-minded liquidity providers who believe in and are aligned with the project. We would be happy to forgo a few dollars of TVL if it means our LPs are in it for the long term.

  • Users must exit the staking contracts in order to claim. This means that your LP tokens will be unstaked when you claim.
  • User rewards are escrowed for 6 weeks after the exit/claim transaction. Rewards will be vested and fully receivable 6 weeks after the claim.

Of course, users can just re-stake their LP tokens after claiming and exiting. It’s encouraged. However, we are hoping that a little bit of added staking friction and a short escrow period will deter farm-and-dumpers from participating.

Lastly, please note that xAssets are fairly new and highly risky.** Please review the available information on Medium and xToken Market before making any investment decisions**.

Our Liquidity Programs

All 8 of our pools will begin a 10-week incentive program on February 25th. We fully intend to extend most or all of these programs beyond 10 weeks.

Please note that adding liquidity can be very expensive in this high gas environment. Please consider whether your rewards will be sufficient to cover gas costs.

Note that Balancer requires users to deploy a DSProxy contract before contributing liquidity. This can be an expensive transaction, so if you’ve LP’d on Balancer before, we encourage you to use the same address.

Finally, we highly recommend that users who mint xAssets directly on xToken Market use the base token to mint (e.g., SNX for xSNXa or AAVE for xAAVEa) rather than ETH. While our contracts accept ETH for minting, the gas cost will be much higher than minting with the base token.

xSNXa-WETH-SNX Balancer Pool

xAAVEa-WETH-AAVE Balancer Pool

xAAVEb-WETH-AAVE Balancer Pool

xINCHa-ETH 1Inch Pool

xINCHb-ETH 1Inch Pool

xKNCa-WETH Uniswap Pool

Please migrate_ your legacy xKNCa if you have yet to do so. If required, you’ll be prompted to migrate on xToken Market._

xKNCb-WETH Uniswap Pool

Please migrate_ your legacy xKNCb if you have yet to do so. If required, you’ll be prompted to migrate on xToken Market._

XTK-WETH Uniswap Pool

The XTK Launch Challenge — Up to $50,000 in Prizes

xToken is excited to share some more details on the XTK Launch Challenge, which we previewed last week. There has been a lot going on in the xToken community. XTK, xToken’s native token, hit mainnet. We also kicked off the XTK Community Vesting program, which will ultimately distribute a meaningful share of the network to the xToken community.

The challenge is designed to drive awareness of xToken products, onboard more members into the xToken community, and educate potential xToken users.

  • Let’s build 🛠 Dune Analytics dashboards, memes, videos, subgraphs — we want to see it all
  • **The Prize💰 **Up to $50,000 in XTK to the top submissions
  • Join the Challenge —follow xToken on Twitter and tweet submissions with the #XTKLaunchChallenge hashtag

XTK Launch Challenge Details

The XTK Launch Challenge is a competition focused on growing the XTK ecosystem. The challenge will start on March 1st and run for two weeks. There will be two tracks for the xToken Launch Challenge — Creative Competition and Dev Bounties.

Creative Competition

Creators are encouraged to create content about xToken, and are rewarded prizes for creating the best content. Submissions can include videos, art, graphic design, infographics, articles, music, thoughtful tweets, memes, and more.

Categories

  • Mascot origin story — naming the xToken mascot and creating its origin story in two tweets or less (your submission tweet(s) must include at least one picture of our mascot…options: 1, 2, 3, or 4)
  • Videos — educational videos about the benefits of xAssets and how to use them
  • Merchandise — xToken has no merch. xToken needs merch. Design us something interesting that we can send to the production line. Hint: DeFi already has enough socks. Try something else!
  • Written guides — explainers on the xToken vision, how each xAsset works, onboarding guides, etc.
  • Free form content — master meme creator? Want to write a song about why you love xToken? A short story? This is for you

Prizes

The winner of each of the five categories will receive 10,000 XTK. Additionally, we’ll be naming five wild card winners each to receive 2,000 XTK. If there are more than ten high quality submissions, we may just add more to the prize pool!

Submitting

  • You must follow @xtokenmarket
  • Tweet out your submission and add #XTKLaunchChallenge so that the community can view your submission. We can’t consider submissions that don’t have this hashtag

Rules

  • Be respectful. We want xToken to be a community where anyone can feel comfortable.
  • You may submit multiple submissions.

Dev Bounties

Prefer writing SQL to creating memes? The Bounty category is for you — there’s plenty of technical work to do that will serve the xToken community!

Categories

  • Dune Analytics dashboards for xToken products
  • Staking returns dashboard: show expected staking returns in a unified UI for underlying protocols Synthetix, Kyber, Aave and 1Inch
  • Subgraphs for each xToken contract: xSNXa, xKNCa/b, xAAVEa/b, xINCHa/b
  • Some other technical idea? Propose it in the #launch-challenge channel of the Discord

Reach out to us in the Discord if you need more clarity or guidance on some element of your project.

Prizes

  • 10,000 XTK to the best and most comprehensive Dune dashboard at the end of the challenge period
  • 10,000 XTK to the best staking returns dashboard at the end of the challenge period
  • 10,000 XTK to the most accurate/comprehensive subgraphs (we can partially award this bounty for partial submissions)
  • Three wild card winners of 5,000 XTK

We are very open to adding more to this prize pool for developers with ace ideas. Pitch us in the Discord!

Submitting

Tweet it out! And then post the link in the #launch-challenge channel with a short explainer of what you built.

How and Where to Buy XTK ?

XTK 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 …

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. 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.

☞ 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 XTK is an altcoin we need to transfer our coins to an exchange that XTK can be traded. Below is a list of exchanges that offers to trade XTK 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 XTK from the exchange.

Exchange: Uniswap (V2) and 1inch Exchange

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 XTK 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

☞ Binance ☞ Bittrex ☞ Poloniex ☞ Bitfinex ☞ Huobi ☞ MXC ☞ ProBIT ☞ Gate.io ☞ Coinbase

Find more information XTK

☞ Website ☞ Explorer ☞ Explorer 2 ☞ Source Code ☞ Social Channel ☞ Social Channel 2 ☞ Message Board ☞ Coinmarketcap

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

Thank for visiting and reading this article! I’m highly appreciate your actions! Please share if you liked it!

#bitcoin #crypto #xtoken #xtk

Mohammed Richards

Mohammed Richards

1659601560

Words Counted: A Ruby Natural Language Processor.

WordsCounted

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

-- Oscar Wilde

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

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

 

Demo

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

Features

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

Installation

Add this line to your application's Gemfile:

gem 'words_counted'

And then execute:

$ bundle

Or install it yourself as:

$ gem install words_counted

Usage

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

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

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

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

API

WordsCounted

WordsCounted.count(input, options = {})

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

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

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

WordsCounted.from_file(path, options = {})

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

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

Accepts the same options as .count.

Tokeniser

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

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

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

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

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

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

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

Counter

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

#token_count

Returns the token count of a given string.

counter.token_count #=> 15

#token_frequency

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

counter.token_frequency

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

#most_frequent_tokens

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

counter.most_frequent_tokens

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

#token_lengths

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

counter.token_lengths

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

#longest_tokens

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

counter.longest_tokens

{ "looking" => 7 }

#token_density([ precision: 2 ])

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

counter.token_density

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

#char_count

Returns the char count of tokens.

counter.char_count #=> 76

#average_chars_per_token([ precision: 2 ])

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

counter.average_chars_per_token #=> 4

#uniq_token_count

Returns the number of unique tokens.

counter.uniq_token_count #=> 13

Excluding tokens from the tokeniser

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

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

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

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

aaron silva

aaron silva

1621844791

SafeMoon Clone | SafeMoon Token Clone | SafeMoon Token Clone Development

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