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Benchmarks Historical

A method to query historical price and technical indicator data for various crypto benchmarks including indices and reference rates. Data returned includes traditional transformations and metrics over extensive periods and intervals including SMA, Volatility and Variance.

https://api.paradigmapi.com/v1/paradigm/benchmark-his

Parameter Description Required Type Example
datetimeUTC Query based off of a specific value for datetimeUTC false string 2019-01-01
benchmark Query based off of a specific value for benchmark group (ie Bitwise) false string Bitwise
symbol Query based off of a specific value for symbol or symbols using csv (bitwise10) false string bitwise10
level Query based off of a specific value for value false number
change1 Query based off of a specific value for change1 false number 0.1:
change5 Query based off of a specific value for change5 false number 0.1:
change7 Query based off of a specific value for change7 false number 0.1:
change10 Query based off of a specific value for change10 false number 0.1:
change20 Query based off of a specific value for change20 false number 0.1:
change30 Query based off of a specific value for change30 false number 0.1:
change50 Query based off of a specific value for change50 false number 0.1:
change90 Query based off of a specific value for change90 false number 0.1:
change180 Query based off of a specific value for change180 false number 0.1:
change365 Query based off of a specific value for change365 false number 0.1:
sma5 Simple moving average for the trailing 5 periods (usually days) false number
sma7 Simple moving average for the trailing 7 periods (usually days) false number
sma10 Simple moving average for the trailing 10 periods (usually days) false number
sma20 Simple moving average for the trailing 20 periods (usually days) false number
sma30 Simple moving average for the trailing 30 periods (usually days) false number
sma50 Simple moving average for the trailing 50 periods (usually days) false number
sma100 Simple moving average for the trailing 100 periods (usually days) false number
sma200 Simple moving average for the trailing 200 periods (usually days) false number
sma365 Simple moving average for the trailing 365 periods (usually days) false number
var5 Query based off of a specific value for var5 false number 2:
var7 Query based off of a specific value for var7 false number 2:
var10 Query based off of a specific value for var10 false number 2:
var20 Query based off of a specific value for var20 false number 2:
var30 Query based off of a specific value for var30 false number 2:
var50 Query based off of a specific value for var50 false number 2:
vol5 Query based off of a specific value for vol5 false number :5
vol7 Query based off of a specific value for vol7 false number :5
vol10 Query based off of a specific value for vol10 false number :5
vol20 Query based off of a specific value for vol20 false number :5
vol30 Query based off of a specific value for vol30 false number :5
vol50 Query based off of a specific value for vol50 false number :5

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View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A Blockchain Research Framework Business & Information Systems Engineering academic Keywords: methodology, study
A First Econometric Analysis Of The CRIX Family CRIX Crypto Index research Keywords: valuation, index, benchmark, methodology, cryptoeconomics
A Model of CryptoCurrencies Princeton academic Keywords: model, valuation, ico, bubble
Accomplice VC Crypto Market Map Accomplice VC research Keywords: venture capital, taxonomy
Accounting For Venezuelan Hyperinflation in Portfolio Risk Models Bloomberg research Keywords: inflation, deflation, dictator, portfolio management
An Index For Investing In Blockchain Based Cryptocurrencies CRIX Crypto Index research Keywords: benchmark, performance
Asset Highlight Ether Cryptoscores research Keywords: valuation, metric, primer, smart, contract, eth, sharding, stake, consensus, return
ATR Spreadsheet Cryptosheets model Keywords: metrics, indicators, range, average, excel
BAT Token ATH Comparisons Paradigm Historical Performance Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. | Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance Paradigm Benchmarks Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. | Keywords: roi, performance, returns, index
Bitcoin Economics Parts 1 2 3 5 Bitmex research Keywords: cryptoeconomics, valuation
Bitcoin Futures Volumes Paradigm Derivatives Tracking activity, volumes and positioning in regulated crypto futures markets The introduction of regulated futures markets for Bitcoin was a widely anticipated and overhyped event. Difficult to argue there was no impact on the price from the introduction of a derivative instrument designed to provide traders with the ability to short and bet against the price of Bitcoin. As markets mature, the ability to hedge using futures will likely see the overall market continue to grow. | Keywords: cme, derivatives, futures, contract, swap, options, hedge, institutional, cftc, cboe, trading, volume
Bitcoin Rolling 2019 YTD Performance Paradigm Performance Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. | Keywords: roi, returns, performance, ytd, cumulative
Bitwise Crypto Index Methodology Bitwise research Keywords: framework, benchmark, model
Bitwise The Case For Crypto In An Institutional Portfolio Bitwise research Keywords: asset allocation, investing, risk management
Bitwise The Case For Diversification Within Crypto Investing Bitwise research Keywords: portfolio, risk management, asset allocation, benchmark
Blockchain by Cisco Build Trust Based Business Networks Cisco research Keywords: corporate, enterprise, dlt, adoption
Bloomberg Galaxy Crypto Index Fact Sheet Bloomberg research Keywords: bcgi
Bloomberg Galaxy Crypto Index Methodology Bloomberg research Keywords: bcgi, benchmark
Bloomberg Galaxy Crypto Index Rebalancing Bloomberg research Keywords: bcgi
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
BTC MVRV Ratio Paradigm Network Value Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. | Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models Paradigm Network Value Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. | Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
BTC Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
CCCAGG Data Index Methodology Cryptocompare research Keywords: exchange, trading volume, benchmark
Consumer Tokens Framework Version1 Brooklyn Project research Keywords: taxonomy, classification
Crypto Asset Post Trade Processing of Tokenized Securities Whitepaper DTCC research Keywords: custody, dtcc, clearing, sto, securities, institutional
Crypto Index Introduction Slides CRIX Crypto Index research Keywords: benchmark, performance, methodology, crix
Crypto Utopia Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto Week in Review 8.24.2018 Satis Group periodical Keywords: performance
Cryptoassets Venture into the Unknown Cambridge Associates research Keywords: blockchain, startups, fund, strategies, token, distribution, ico, institutional
CryptoUtopia Autonomous NEXT research Keywords: venture capital, ico, hype, taxonomy
ETH Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
ETH Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
FCAS Report ZEC Flipside Crypto research Keywords: flipside, valuation, rating, repo, github, developer, codebase
Framework for Investment Contract Analysis of Digital Assets SEC regulatory https://www.sec.gov/corpfin/framework-investment-contract-analysis-digital-assets | Keywords: sec, regulator, valuation, taxonomy, howey, framework, methodology, ico, securities, law, classification, dapp
From Hype to Reality A Taxonomy of Blockchain Applications Karlsruthe Institute of Technology research Keywords: framework, classification, category, valuation, model
GDAX Digital Asset Framework GDAX research Keywords: exchange, taxonomy, qualifications
Guidance on Cryptoassets UK FCA regulatory This paper looks at where cryptoassets would be considered ‘Specified Investments’ under the Regulated Activities Order (RAO),3 ‘Financial Instruments’ such as ‘Transferable Securities’ under the Markets in Financial Instruments Directive II (MiFID II),4 or captured under the Payment Services Regulations (PSRs), 5 or the E-Money Regulations (EMRs).6 It also covers where cryptoassets would not be considered ‘Specified Investments’ under the RAO. | Keywords: mifid, rao, securities, regulation, classification, oversight, taxonomy
How Does Crypto OTC Actually Work Circle Research research Keywords: trading, institutional, volume
Immaturity of Tokenized Value Capture Mechanisms Felipe Gaucho Pereira research There’s a good degree of consensus around the overvaluation of assets in the market; a lot of decent discussions around valuation methodologies aiming to frame the madness; but not much rational talk about the root issue: do cryptoassets really capture the value of something, at all? | Keywords: intrinsic, accretion, creation, wealth, definition
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Initial Coin Offerings Ernst Young regulatory Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
Investing With Cryptocurrencies A Liquidity Constrained Approach CRIX Crypto Index research Keywords: valuation, depth, order books, spread, slippage
ITIFC Index Guide MV Index Solutions research The index is passive, capitalisation weighted, capped; providing a diversified, long-term and non-speculative investment approach based on a list of crypto assets from the top 30 market leaders. | Keywords: benchmark, methodology, passive, portfolio
Leveraging the Cryptoeconomic Machine Aenigma Capital Research research Keywords: valuation, token, utility, intrinsic, fundamental, velocity
MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, average, convergence, divergence, excel
MakerDAO DAI Deep Dive 51percent research research Keywords: maker, dai, mkr, stablecoin, cdp, valuation, governance, defi
Moving forward with macroprudential frameworks Bank Of International Settlements research Keywords: regulatory, banking, policy, methodology, legal, systemic
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
Price Predictions Cryptosheets model Keywords: metrics, indicators, forecast, excel
Pricing Cryptocurrency Options The Case Of CRIX And Bitcoin CRIX Crypto Index research Keywords: derviatives, options, analysis, hedge, index, benchmark
Principles for Financial Benchmarks ISCO research This Report, which has been prepared by the IOSCO Board Level Task Force on Financial Market Benchmarks (Task Force), sets out IOSCO’s final Principles on Financial Benchmarks. The Task Force was created in light of investigations and enforcement actions regarding attempted manipulation of major interest rate Benchmarks and the fragility and integrity of their use and their impact on the real economy. | Keywords: methodology, framework, index, reference rates, libor, manipulation
Regulate or Not Overview Cryptographic Assets With Simultaneous Economic Properties Bravenewcoin research Keywords: bitcoin, blockchain, dlt, taxonomy, classification, investment, managers, use, case, protocol, tokens, basket, index, commodities, store, value
Republic Protocol Aenigma Capital Research research Keywords: valuation, republic, protocol, ren
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution National Bureau of Economic Research research Keywords: valuation, analysis, modeling, portfolio management, performance
RSI ATR MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, excel
Scalability Interoperability and Sustainability of Blockchains European Union Blockchain Forum research we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. | Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Scenario Timelines - Large Cap vs. Mid Cap Paradigm Scenario Comparing performance of benchmarks through various impact event scenarios Scenario analysis can be a valuable risk management tool, especially when robust data provides more accurate and statistically significant insights. While shorter on an absolute basis, the crypto timeline accelerates at a velocity with no precedent. Our crypto events database provides a rich scenario backdrop against which to build and calibrate our risk models. | Keywords: benchmark, scenario, events, stress
Sortino Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, risk, adjusted, volatility, excel
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Taxonomy Of Blockchain Tech Principles Of Identification And Classification Center for Blockchain Technologies research Keywords: immutable, identification, taxonomy, framework, org structure, governance
The Brooklyn Project Brooklyn Project research Keywords: taxonomy, classification
The Brooklyn Project Framework Version 1 Brooklyn Project research Keywords: taxonomy, classification
Token Mania Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Volatility Spreadsheet Cryptosheets model Keywords: metrics, indicators, vol, deviation, historical, excel
YTD Rolling Returns - BTC, ETH vs Large & Mid Caps Paradigm Performance Year to date cumulative rolling daily returns 2019 opened with Ethereum plunging over 50% before putting in a double bottom. While most highly correlated ERC20 tokens suffered equal or worse damage, BTC, large and mid cap crypto benchmarks proved more resilient. Dispersion gave way to correlation as ETH rebounded strongly heading into the summer. Note: you can use the zoom selector from the toolbox to zoom individually for each chart. | Keywords: roi, returns, performance, ytd, cumulative, benchmark, index
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
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Sentiment

A method to query social data for thousands of crypto assets. Data returned includes detailed metrics for facebook, twitter and reddit community activity as well as code repo activity per symbol. Historical averages, velocity metrics, spoofing flags, growth ratios, bot activity vs. human, social penetration metrics and more are also available.

https://api.paradigmapi.com/v1/paradigm/social-cur

Parameter Description Required Type Example
DatetimeUTC Query based off of a specific value for DatetimeUTC false string
Symbol Query based off of a specific value for symbol or symbols using csv (BTC) false string BNB
Name Query based off of a specific value for Name false string
CodeRepoClosedIssues Query based off of a specific value for CodeRepoClosedIssues false number
CodeRepoClosedPullIssues Query based off of a specific value for CodeRepoClosedPullIssues false number
CodeRepoForks Query based off of a specific value for CodeRepoForks false number
Code Repo Open Issues Query based off of a specific value for Code Repo Open Issues false number
CodeRepoOpenPullIssues Query based off of a specific value for CodeRepoOpenPullIssues false number
CodeRepoStars Query based off of a specific value for CodeRepoStars false number
CodeRepoSubscribers Query based off of a specific value for CodeRepoSubscribers false number
FBLikes Query based off of a specific value for FbLikes false number
FBTalkingAbout Query based off of a specific value for FbTalkingAbout false number
RedditActiveUsers Query based off of a specific value for RedditActiveUsers false number
RedditCommentsPerDay Query based off of a specific value for RedditCommentsPerDay false number
RedditCommentsPerHour Query based off of a specific value for RedditCommentsPerHour false number
RedditPostsPerDay Query based off of a specific value for RedditPostsPerDay false number
RedditPostsPerHour Query based off of a specific value for RedditPostsPerHour false number
RedditSubscribers Query based off of a specific value for RedditSubscribers false number
TwitterFavourites Query based off of a specific value for TwitterFavourites false number
TwitterFollowers Query based off of a specific value for TwitterFollowers false number
TwitterFollowing Query based off of a specific value for TwitterFollowing false number
TwitterLists Query based off of a specific value for TwitterLists false number
TwitterStatuses Query based off of a specific value for TwitterStatuses false number

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How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
3 Moments in History that Explain the ICO Bubble Hacker Noon research The technologies that enable bubbles are always new, but the underlying social dynamics are not. The open and permissionless nature of blockchains allows anyone to co-opt them. Thus, blockchains enabled multiple social forces, all interacting in the same network, all rei􀁢ed under the name “the ICO bubble.” | Keywords: ico, bubble, mania, hype, manipulation, sentiment, herd, social networks
Analysis and Outlook of Applications of Blockchain Technology to Equity Crowdfunding in China Shanghai University research Keywords: asia, ico, capital formation, sto, securities, regulation
Application of FinCENs Regulations to Persons Administering Exchanging Using Virtual Currencies FINCEN regulatory Keywords: regulation, policy, law, exchange
Are Cryptoassets Highly Correlated Binance research Keywords: pattern, flows, trend, sentiment, herd
Bitcoin Holder Analysis Through Cycles Delphi Digital research Keywords: hodl, wave, utxo, unspent, transaction, output, selling, forecast, btc
Bitwise Asset Management Analysis of Real Bitcoin Trade Volume Bitwise research Keywords: wash trading, exchanges, flows, order books, trading volume
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
CFTC RFI Cryptoasset Mechanics and Markets Circle Research regulatory Keywords: regulation
CFTC RFI Cryptoasset Mechanics and Markets Consensys regulatory Keywords: regulation
CFTC RFI Token Compensation Agreements Perkins & Coie regulatory Keywords: regulation
Collective Crypto Mood Swings Coinjanitor research Keywords: sentiment, survey, bitcoin, ether, opinion
Crypto Sentiment Study Coindesk research Keywords: survey, investment, risk, bitcoin, trust
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
CryptoUtopia Autonomous NEXT research Keywords: venture capital, ico, hype, taxonomy
Customer Advisory Use Caution Buying Digital Coins Tokens CFTC regulatory Keywords: regulation, ico, fraud, risk
ETH Transactions by Category Paradigm Network Activity The most active account types & categories by transaction count | Keywords: holders, wallets, heuristics, tracking, label
Evolution of Blockchain Technology Deloitte research Keywords: github, repositories, geography
Exchange Liquidity Whitepaper Conventure Research research Keywords: wash trading, exchanges, flows, order books, trading volume
Exchange Review February 2019 Cryptocompare research Keywords: trading, volume, flows, order book, liquidity, wash trading
FCAS Report ZEC Flipside Crypto research Keywords: flipside, valuation, rating, repo, github, developer, codebase
Federal Reserve Boston Mobile Banking & Payment Surveys Of Financial Institutions Federal Reserve Bank of Boston regulatory Keywords: survey, banking, mobile payments
Feedback Cycles between Socia Economic Signals in the Bitcoin Economy ETH Zurich research We quantify four socio-economic signals about Bitcoin from large datasets: price on online exchanges, volume of word-of-mouth communication in online social media, volume of information search and user base growth. By using vector autoregression, we identify two positive feedback loops that lead to price bubbles in the absence of exogenous stimuli. | Keywords: sentiment, pattern, herd, manipulation, bubble, hype
Guidance on Cryptoassets UK FCA regulatory This paper looks at where cryptoassets would be considered ‘Specified Investments’ under the Regulated Activities Order (RAO),3 ‘Financial Instruments’ such as ‘Transferable Securities’ under the Markets in Financial Instruments Directive II (MiFID II),4 or captured under the Payment Services Regulations (PSRs), 5 or the E-Money Regulations (EMRs).6 It also covers where cryptoassets would not be considered ‘Specified Investments’ under the RAO. | Keywords: mifid, rao, securities, regulation, classification, oversight, taxonomy
Guidelines Regarding Regulatory Framework ICO FINMA regulatory Keywords: initial, regulation, legal, switzerland, aml, launder
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Initial Coin Offerings Ernst Young regulatory Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
LabCFTC Primer Smart Contracts CFTC regulatory Keywords: regulation, compliance, smart, contract, risk, case, governance
LabCFTC Primer Virtual Currencies CFTC regulatory Keywords: regulation, ico, fraud, risk
Legal Aspects Smart Contracts Applications Perkins & Coie research Keywords: regulation
Legal Guidelines Smart Derivatives Contracts Introduction ISDA research Keywords: regulation
Prediction Markets Circle Research research Keywords: augur, rep, gnosis, gno, stox, forecast, gamble, hedge
Price Predictions Cryptosheets model Keywords: metrics, indicators, forecast, excel
Principles for Financial Benchmarks ISCO research This Report, which has been prepared by the IOSCO Board Level Task Force on Financial Market Benchmarks (Task Force), sets out IOSCO’s final Principles on Financial Benchmarks. The Task Force was created in light of investigations and enforcement actions regarding attempted manipulation of major interest rate Benchmarks and the fragility and integrity of their use and their impact on the real economy. | Keywords: methodology, framework, index, reference rates, libor, manipulation
Proposed Framework for Crypto Asset Trading Platforms Joint Canadian Securities Administrators regulatory Keywords: policy, regulation, clearing, oversight, law, integration
Proposed Framework for Crypto-Asset Trading Platforms Joint Canadian Securities Administrators regulatory The purpose of this joint CSA/IIROC Consultation Paper (the Consultation Paper) is to seek feedback from the financial technology (fintech) community, market participants, investors and other stakeholders on how requirements may be tailored for Platforms operating in Canada whose operations engage securities law. We intend to use this feedback to establish a framework that provides regulatory clarity to Platforms, addresses risks to investors and creates greater market integrity. | Keywords: canada, investment industry, regulatory, framework, consultation, trading, advisory, exchanges
Regulating Cryptocurrencies Assessing Market Reactions Bank Of International Settlements research Keywords: regulation, aml, kyc, bitcoin, interoperability
Regulatory Sandbox Lessons Learned Report UK FCA regulatory Keywords: regulatory, regulation
Regulatory Treatment ICO FINMA regulatory Keywords: initial, regulation, legal, switzerland
Six Control Principles Financial Services Blockchains Deloitte research Keywords: governance, regulation, smart, contract, interoperability, audit, cybersecurity
Smart Contracts and Distributed Ledger Legal Perspective ISDA research Keywords: regulation
Smart Derivatives Contracts From Concept to Construction ISDA research Keywords: regulation
State Digital Currency Principles Framework Coincenter research Keywords: crypto, regulation, bill, policy, transmit, legislation, aml, launder
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
The Dev Report Electric Capital research Keywords: developer, repo, github, commit, pull request, codebase
Top 100 Crypto Assets by Twitter Followers Paradigm Social Community Exploring the segment dispersions across Twitter communities Fun fact: not a single one of our team, partners or customers guess the #1 follower base on the first 2 tries. How influential is Twitter really on crypto market action? | Keywords: social, sentiment, tweet, twtr, community
Treatment of Bitcoin Under US Property Law Perkins & Coie research Keywords: regulation
Worldwide Seminannual Blockchain Spending Guide IDC research Keywords: data, vendor, guide, industry, forecast
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
  • CHECK API STATUS

    See statistics on the current and recent status of this API endpoint here.

  • HELP & TUTORIALS

    Learn more about how to use this endpoint from tutorials, FAQs and examples.

  • PRICING & ACCESS

    See pricing details for this endpoint including rate limits, account subscriptions, custom bulk data access and more here.

Have Questions? Contact us here.

OHLCV Current

A method to query data for current OHLCV pricing for thousands of assets.

https://api.paradigmapi.com/v1/paradigm/ohlcv-cur

Parameter Description Required Type Example
datetimeUTC Query based off of a specific value for datetimeUTC false string
symbol Query based off of a specific value for symbol or symbols using csv (BTC) false string BTC
name Query based off of a specific value for coinName false string Ethereum
open Query based off of a specific value for open false number
high Query based off of a specific value for high false number
low Query based off of a specific value for low false number
close Query based off of a specific value for close false number
volumeBase Query based off of a specific value for volumeBase false number
volumeUSD Query based off of a specific value for volumeUSD false number
time Query based off of a specific value for time false number

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 SIFMA Fact Book SIFMA regulatory Keywords: securities, trading volume, bonds, equities, fixed income, municipals, corporate, abs, mbs, agency, treasury
Application of FinCENs Regulations to Persons Administering Exchanging Using Virtual Currencies FINCEN regulatory Keywords: regulation, policy, law, exchange
Binance Coin Analysis and Valuation MultiCoin Capital research Keywords: bnb, dex, burn, profit, yield, exchange, utility, token, discount
Bitcoin Futures Market Evolution Coinjanitor research Keywords: regression, correlation, volume, institution, cme, cboe, otc, contract
Bitcoin Futures Volumes Paradigm Derivatives Tracking activity, volumes and positioning in regulated crypto futures markets The introduction of regulated futures markets for Bitcoin was a widely anticipated and overhyped event. Difficult to argue there was no impact on the price from the introduction of a derivative instrument designed to provide traders with the ability to short and bet against the price of Bitcoin. As markets mature, the ability to hedge using futures will likely see the overall market continue to grow. | Keywords: cme, derivatives, futures, contract, swap, options, hedge, institutional, cftc, cboe, trading, volume
Bitwise Asset Management Analysis of Real Bitcoin Trade Volume Bitwise research Keywords: wash trading, exchanges, flows, order books, trading volume
BTC Market Depth Spreads - Bitfinex Paradigm Liquidity Average bid/offer spreads by order size as a liquidity proxy Liquidity is often measured as a function of what impact a given size trade has on an existing market price. As volatility increases, market makers (ie exchanges) become increasingly less willing to make markets on either side given the potential for higher downside risk. This is especially true as evidenced from the difference in market spreads for a 0 BTC, 10 BTC or 100 BTC size trade (small lot, round lot, block). | Keywords: liquidity, orderbook, trading, volume, oddlot
BTC vs. Tether Trading Volume Paradigm Trading Volume Tracking the relationship of Tether (USDT) vs. Bitcoin (BTC) volumes The relationship between Bitcoin & Tether is clearly evident from a variety of angles. These patterns have helped drive the ‘FUD’ narrative concerning the potential demise of Tether as a genuinely viable stablecoin. As the broader market continues to grow and mature, the question remains: if Tether disappeared tomorrow would it make a material impact? | Keywords: btc, usdt, correlation, stablecoin, tether, volume
CCCAGG Data Index Methodology Cryptocompare research Keywords: exchange, trading volume, benchmark
CCCAGG Exchange Review Cryptocompare research Keywords: aggregate, pricing, volume, futures, spot
CFIX Cryptocurrency Methodology Bloomberg research Keywords: reference, exchange, rate, pricing, bloomberg
Circle Asset Framework Circle Research research Keywords: exchange, listing
Crypto Exchange Tokens Paradigm Exchange Tokens Relative market cap of native exchange tokens Crypto exchange tokens used to pay platform and trading fees have witnessed varying success with Binance (BNB) clearly standing out from the rest. Despite known issues concerning conflict of interest, security and market manipulation the paper trail of revenues and associated cashflows make exchange platforms a more ‘familiar’ economic model for most traditional investors. | Keywords: exchange, fees, rewards, trading, binance
Cryptocompare Exchange Review Cryptocompare research Keywords: exchange, listing, trading, liquidity
Exchange Liquidity Whitepaper Conventure Research research Keywords: wash trading, exchanges, flows, order books, trading volume
Exchange Review Cryptocompare research Keywords: aggregate, pricing, volume, futures, spot
Exchange Review February 2019 Cryptocompare research Keywords: trading, volume, flows, order book, liquidity, wash trading
GDAX Digital Asset Framework GDAX research Keywords: exchange, taxonomy, qualifications
Global Trading Volumes vs Market Cap Paradigm Trading Volume Aggregate USD volume vs global mkt cap Crypto trading volume data is notoriously inaccurate, fake, misleading and unreliable yet it remains an important metric for market participants. Do you trust crypto market trading volumes? | Keywords: global, trading volume, fake, exchange
How Does Crypto OTC Actually Work Circle Research research Keywords: trading, institutional, volume
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Is Bitcoin Really Untethered University of Texas research Keywords: ustd, stablecoin, peg, trading volume, wash trading, correlation, fiat
Proposed Framework for Crypto Asset Trading Platforms Joint Canadian Securities Administrators regulatory Keywords: policy, regulation, clearing, oversight, law, integration
Proposed Framework for Crypto-Asset Trading Platforms Joint Canadian Securities Administrators regulatory The purpose of this joint CSA/IIROC Consultation Paper (the Consultation Paper) is to seek feedback from the financial technology (fintech) community, market participants, investors and other stakeholders on how requirements may be tailored for Platforms operating in Canada whose operations engage securities law. We intend to use this feedback to establish a framework that provides regulatory clarity to Platforms, addresses risks to investors and creates greater market integrity. | Keywords: canada, investment industry, regulatory, framework, consultation, trading, advisory, exchanges
Pump And Dump Wall Street Journal research Keywords: wash, ico, scam, trading volume, scheme
Q3 Quarterly Report Coingecko research Keywords: crypto, bitcoin, blockchain, social, sentiment, exchange, volume, ico, node, nft, event, contract
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
UniSwap Activity Covalent Defi Tracking reserve balances vs. trading volume Growth of ‘decentralized’ liquidity protocols have seen increased volumes following substantial venture capital investment in 2018. | Keywords: defi, dex, uniswap, reserves, trading volume, liquidity, dapp
Whats Next Blockchain CB Insights research Keywords: stable, security, sto, fungible, nft, dlt, ledger, privacy, ico, smart, contract, exchange
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
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OnChain Current

A method to query comprehensive current data from over 275+ unique blockchains. Data returned includes top 10-1000 holder supply distribution and concentration ratios, total MWh demand, inputs, outputs, difficulty, transaction fees, emission rates, staking requiremenets and much more.

https://api.paradigmapi.com/v1/paradigm/chain-cur-day

Parameter Description Required Type Example
avgSize Query based off of a specific value for avgSize false number
blockCount Query based off of a specific value for blockCount false number
coinsGenerated Query based off of a specific value for coinsGenerated false number
coinsGeneratedUSD Query based off of a specific value for coinsGeneratedUSD false number
dailyGenerationMWatt Query based off of a specific value for dailyGenerationMWatt false number
dailyNetInterchange Query based off of a specific value for dailyNetInterchange false number
difficultyMax Query based off of a specific value for difficultyMax false number
difficultyMedian Query based off of a specific value for difficultyMedian false number
difficultyMin Query based off of a specific value for difficultyMin false number
height Query based off of a specific value for height false number
isProofOfStake Query based off of a specific value for isProofOfStake false boolean true
outstanding Query based off of a specific value for outstanding false number
proofType Query based off of a specific value for proofType false string Scrypt
required_units_for_masternode Query based off of a specific value for required_units_for_masternode false number
sizeMax Query based off of a specific value for sizeMax false number
sizeMedian Query based off of a specific value for sizeMedian false number
sizeMin Query based off of a specific value for sizeMin false number
stake_minimum Query based off of a specific value for stake_minimum false number
stake_minimum_usd Query based off of a specific value for stake_minimum_usd false number
supply Query based off of a specific value for supply false number
top1000HoldersDistribution Query based off of a specific value for top1000HoldersDistribution false number :50
top1000HoldersSupplyDistribution Query based off of a specific value for top1000HoldersSupplyDistribution false number :50
top100HoldersDistribution Query based off of a specific value for top100HoldersDistribution false number :50
top100HoldersSupplyDistribution Query based off of a specific value for top100HoldersSupplyDistribution false number :50
top10HoldersDistribution Query based off of a specific value for top10HoldersDistribution false number :50
top10HoldersSupplyDistribution Query based off of a specific value for top10HoldersSupplyDistribution false number :50
totalDemandForecastMWatt Query based off of a specific value for totalDemandForecastMWatt false number
totalDemandMWatt Query based off of a specific value for totalDemandMWatt false number 5000000:
totalFeesUSD Query based off of a specific value for totalFeesUSD false number
totalInputUSD Query based off of a specific value for totalInputUSD false number
totalOutputUSD Query based off of a specific value for totalOutputUSD false number
txCount Query based off of a specific value for txCount false number 1000:
txFeeMax Query based off of a specific value for txFeeMax false number
txFeeMin Query based off of a specific value for txFeeMin false number
txMax Query based off of a specific value for txMax false number 1000:
txMedian Query based off of a specific value for txMedian false number 1000:
txMin Query based off of a specific value for txMin false number 1000:
volumeUSD Query based off of a specific value for volumeUSD false number
yearly_reward_percent Query based off of a specific value for yearly_reward_percent false number 10:
symbol Query based off of a specific value for symbol false string DGB
name Query based off of a specific value for name false string DigiByte
datetimeUTC Query based off of a specific value for datetimeUTC false string
priceUSD Query based off of a specific value for priceUSD false number
marketCapUSD Query based off of a specific value for marketCapUSD false number 10000000:

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  • Pull data into spreadsheet templates, dashboards and models
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View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
2018 Crypto Retrospective Summary Circle Research research Keywords: bear, winter, ico, token, sale, fees, lightning, dapps, funds, mergers, venture, equity, sto, security, stablecoin
A Cost Of Production Model For Bitcoin Adam Hayes research Keywords: mining, profitability, PoW, value formation, electricity, kWh, breakevens
Barracuda Theoretical Analysis Power Polling Proof Stake Blockchains DTR Research academic Keywords: stochastic, network, protocol, throughput
Beyond Doomsday Economics of PoW Cryptocurrencies Bank Of International Settlements research Keywords: crypto, blockchain, mining, electricity, pow, pos, proof, ledger, bitcoin, history, digitalisation
Bitcoin Delta Cap Paradigm Network Value Assessing network value with DeltaCap DeltaCap is calculated through the following formula, measuring the difference between two long-term Bitcoin moving averages: DeltaCap = (RealizedCap - AverageCap). | Keywords: utxo, realized cap, market cap, holders, trend, outputs, unspent
Bitcoin Holder Analysis Through Cycles Delphi Digital research Keywords: hodl, wave, utxo, unspent, transaction, output, selling, forecast, btc
Bitcoin Mining Network Cryptoscores research Keywords: marginal, cost, electricity, consumption, hashrate, hardware, asic, proof
Bitcoin Post Issuance Existential Threat The Block Crypto research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Bitcoin Solution for Payment Systems or Solution in Search of Problem Bank of Spain research Keywords: blockchain, hash, function, cryptoasset, innovation, technology
Blockchain Adoption in Capital Markets - 2018 Greenwich Associates research Keywords: adoption, institutional investors,
Blockchain by Cisco Build Trust Based Business Networks Cisco research Keywords: corporate, enterprise, dlt, adoption
BlockSci Design Applications Blockchain Analysis Platform BlockSci Research academic Keywords: explorer, data, address, transaction, multisig, signature
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
BTC Fees vs Rewards Paradigm Network Activity Historical trends between daily block rewards and transaction fees As traditional deflationary PoW chains reduce their block rewards over time, can the fees alone support the network economics and security? | Keywords: rewards, fees, coinbase, block reward, profitability
BTC Transactions vs Hashrate Paradigm Network Activity Historical trends between daily transactions and hashrate. Network activity as measured by total daily transaction count was often cited as a strongly correlated indicator relative to hashrate until large breaks in the historical relationship were seen in early 2018. | Keywords: transactions, hashrate
Crypto Exchange Tokens Paradigm Exchange Tokens Relative market cap of native exchange tokens Crypto exchange tokens used to pay platform and trading fees have witnessed varying success with Binance (BNB) clearly standing out from the rest. Despite known issues concerning conflict of interest, security and market manipulation the paper trail of revenues and associated cashflows make exchange platforms a more ‘familiar’ economic model for most traditional investors. | Keywords: exchange, fees, rewards, trading, binance
Crypto Utopia Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto War Games Decentralized Hostile Takeovers Coinigy research Keywords: merger, acquisition, mining, network, buyout
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
Cryptocurrencies Venture Into The Unknown Cambridge Associates research Keywords: adoption, institutional investors
Dandelion Lightweight Cryptocurrency Networking Formal Anonymity Guarantees DTR Research academic Keywords: privacy, blockchain, transaction, model, security, protocol, crypto
Dandelion Redesigning Bitcoin Network for Anonymity DTR Research academic Keywords: privacy, blockchain, transaction, model, diffusion
Decentralized Payment Systems Principles Designs DTR Research academic Keywords: blockchain, consensus, scalability, throughput, mining, sharding, latency, privacy
Discovering Bitcoins Network Topology Using Orphan Transactions DTR Research academic Keywords: fairness, robustness, network, attack, eclipse
Distributed Ledger Technology Beyond Blockchain UK Office for Science research Keywords: disrupt, policy, innovation, labor force, adoption, socioeconomics
Emerging Markets Bitcoin Volumes Paradigm Global Adoption Tracking Bitcoin activity and usage in volatile emerging markets While growth trends of Bitcoin usage in emerging markets are more difficult to discern than the headlines would indicate, the clearest activity patterns emerge as spikes in reaction to local regulatory announcements. The explosion of volume in China immediately prior to and following the Chinese government’s announcement banning all ICO related activity in early September of 2017 is perhaps the most notable. | Keywords: local, venezuela, iran, brazil, south africa, brl, fiat, embargo, sanction, adoption, inflation, vef, monetary policy, china
ETH Transaction Complexity Paradigm Transaction Fees Measuring ETH gas fees relative to network transactions & complexity This basic metric is calculated by dividing the average daily gas spend by the quantity of transactions. The logic being that a basic transaction on Ethereum has a 21,000 gas limit while more complex smart contracts (ie ICOs, crypto[insert animal], token transfers, airdrops, spam drops, staking payouts etc) require a higher limit. (Note: this metric uses the assumed gas cost calculation of: IF ETH = $1000, THEN 21000 gas will cost 0.00000002 1000 * 21000 = 0.42 dollars, which is $0.42 cents USD). | Keywords: eth, gas, smart contract, fee, transaction, gwei
Fee Ratio Multiple Ratios (FRM) Paradigm Transaction Fees Measuring the distance for PoW chains to sustain security levels solely through transaction fees Why is FR important? The vast majority of crypto assets employ disinflationary monetary policies, whereby the rate of issuance declines geometrically. Read more here: https://medium.com/coinmonks/introducing-fee-ratio-multiple-frm-1eada9ac9bec | Keywords: pow, proof, mining, security, hash, fee
Framework Securities Regulation Cryptocurrencies Coincenter research Keywords: asset, token, howey, fork, airdrop, ico, pre, burn, mine, distribution, decentralization, profit
Game Theory How to Destroy Bitcoin Bletchley academic Keywords: network, attack, blockchain, selfish, stubborn, mining, 51, percent, academic
Incentive Compatibility on the Blockchain Bank of Canada research Keywords: mining, miner, pow, bitcoin, double, spend, block, reward
Introducing Fee Ratio Multiple CryptoChat research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Key World Energy Statistics International Energy Agency research Keywords: electricity, energy, mining, hashpower, hashrate
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
PolyShard Coded Sharding Achieves Linearly Scaling Efficiency Security DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
Routing Cryptocurrency with Spider Network DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
Scalability Interoperability and Sustainability of Blockchains European Union Blockchain Forum research we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. | Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Sprites and State Channels Payment Networks Faster than Lightning DTR Research academic Keywords: scale, scaling, layer, transaction, speed, eth, bitcoin, blockchain
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Token Mania Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
  • CHECK API STATUS

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OHLCV Historical

A method to query data for historical daily OHLCV pricing for thousands of assets.

https://api.paradigmapi.com/v1/paradigm/ohlcv-his-day

Parameter Description Required Type Example
datetimeUTC Query based off of a specific value for datetimeUTC false string 2019-03-17
symbol Query based off of a specific value for symbol or symbols using csv (BTC) true string BTC
name Query based off of a specific value for coinName false string Ethereum
open Query based off of a specific value for open false number
high Query based off of a specific value for high false number
low Query based off of a specific value for low false number
close Query based off of a specific value for close false number
volumeBase Query based off of a specific value for volumeBase false number
volumeUSD Query based off of a specific value for volumeUSD false number
time Query based off of a specific value for time false number

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 SIFMA Fact Book SIFMA regulatory Keywords: securities, trading volume, bonds, equities, fixed income, municipals, corporate, abs, mbs, agency, treasury
Application of FinCENs Regulations to Persons Administering Exchanging Using Virtual Currencies FINCEN regulatory Keywords: regulation, policy, law, exchange
Binance Coin Analysis and Valuation MultiCoin Capital research Keywords: bnb, dex, burn, profit, yield, exchange, utility, token, discount
Bitcoin Futures Market Evolution Coinjanitor research Keywords: regression, correlation, volume, institution, cme, cboe, otc, contract
Bitcoin Futures Volumes Paradigm Derivatives Tracking activity, volumes and positioning in regulated crypto futures markets The introduction of regulated futures markets for Bitcoin was a widely anticipated and overhyped event. Difficult to argue there was no impact on the price from the introduction of a derivative instrument designed to provide traders with the ability to short and bet against the price of Bitcoin. As markets mature, the ability to hedge using futures will likely see the overall market continue to grow. | Keywords: cme, derivatives, futures, contract, swap, options, hedge, institutional, cftc, cboe, trading, volume
Bitwise Asset Management Analysis of Real Bitcoin Trade Volume Bitwise research Keywords: wash trading, exchanges, flows, order books, trading volume
BTC Market Depth Spreads - Bitfinex Paradigm Liquidity Average bid/offer spreads by order size as a liquidity proxy Liquidity is often measured as a function of what impact a given size trade has on an existing market price. As volatility increases, market makers (ie exchanges) become increasingly less willing to make markets on either side given the potential for higher downside risk. This is especially true as evidenced from the difference in market spreads for a 0 BTC, 10 BTC or 100 BTC size trade (small lot, round lot, block). | Keywords: liquidity, orderbook, trading, volume, oddlot
BTC vs. Tether Trading Volume Paradigm Trading Volume Tracking the relationship of Tether (USDT) vs. Bitcoin (BTC) volumes The relationship between Bitcoin & Tether is clearly evident from a variety of angles. These patterns have helped drive the ‘FUD’ narrative concerning the potential demise of Tether as a genuinely viable stablecoin. As the broader market continues to grow and mature, the question remains: if Tether disappeared tomorrow would it make a material impact? | Keywords: btc, usdt, correlation, stablecoin, tether, volume
CCCAGG Data Index Methodology Cryptocompare research Keywords: exchange, trading volume, benchmark
CCCAGG Exchange Review Cryptocompare research Keywords: aggregate, pricing, volume, futures, spot
CFIX Cryptocurrency Methodology Bloomberg research Keywords: reference, exchange, rate, pricing, bloomberg
Circle Asset Framework Circle Research research Keywords: exchange, listing
Crypto Exchange Tokens Paradigm Exchange Tokens Relative market cap of native exchange tokens Crypto exchange tokens used to pay platform and trading fees have witnessed varying success with Binance (BNB) clearly standing out from the rest. Despite known issues concerning conflict of interest, security and market manipulation the paper trail of revenues and associated cashflows make exchange platforms a more ‘familiar’ economic model for most traditional investors. | Keywords: exchange, fees, rewards, trading, binance
Cryptocompare Exchange Review Cryptocompare research Keywords: exchange, listing, trading, liquidity
Exchange Liquidity Whitepaper Conventure Research research Keywords: wash trading, exchanges, flows, order books, trading volume
Exchange Review Cryptocompare research Keywords: aggregate, pricing, volume, futures, spot
Exchange Review February 2019 Cryptocompare research Keywords: trading, volume, flows, order book, liquidity, wash trading
GDAX Digital Asset Framework GDAX research Keywords: exchange, taxonomy, qualifications
Global Trading Volumes vs Market Cap Paradigm Trading Volume Aggregate USD volume vs global mkt cap Crypto trading volume data is notoriously inaccurate, fake, misleading and unreliable yet it remains an important metric for market participants. Do you trust crypto market trading volumes? | Keywords: global, trading volume, fake, exchange
How Does Crypto OTC Actually Work Circle Research research Keywords: trading, institutional, volume
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Is Bitcoin Really Untethered University of Texas research Keywords: ustd, stablecoin, peg, trading volume, wash trading, correlation, fiat
Proposed Framework for Crypto Asset Trading Platforms Joint Canadian Securities Administrators regulatory Keywords: policy, regulation, clearing, oversight, law, integration
Proposed Framework for Crypto-Asset Trading Platforms Joint Canadian Securities Administrators regulatory The purpose of this joint CSA/IIROC Consultation Paper (the Consultation Paper) is to seek feedback from the financial technology (fintech) community, market participants, investors and other stakeholders on how requirements may be tailored for Platforms operating in Canada whose operations engage securities law. We intend to use this feedback to establish a framework that provides regulatory clarity to Platforms, addresses risks to investors and creates greater market integrity. | Keywords: canada, investment industry, regulatory, framework, consultation, trading, advisory, exchanges
Pump And Dump Wall Street Journal research Keywords: wash, ico, scam, trading volume, scheme
Q3 Quarterly Report Coingecko research Keywords: crypto, bitcoin, blockchain, social, sentiment, exchange, volume, ico, node, nft, event, contract
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
UniSwap Activity Covalent Defi Tracking reserve balances vs. trading volume Growth of ‘decentralized’ liquidity protocols have seen increased volumes following substantial venture capital investment in 2018. | Keywords: defi, dex, uniswap, reserves, trading volume, liquidity, dapp
Whats Next Blockchain CB Insights research Keywords: stable, security, sto, fungible, nft, dlt, ledger, privacy, ico, smart, contract, exchange
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
  • CHECK API STATUS

    See statistics on the current and recent status of this API endpoint here.

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    See pricing details for this endpoint including rate limits, account subscriptions, custom bulk data access and more here.

Have Questions? Contact us here.

OnChain Current TA

A method to query extensive multi period and pre calculated metrics and transformations across a comprehensive onchain dataset. Data returned includes multi period pctChg, SMA and volatility for transaction count, electricity generated, coins generated, rewards, fees and more.

https://api.paradigmapi.com/v1/paradigm/ta-chain-cur-day

Parameter Description Required Type Example
name Name of the asset false string bitcoin-sv
symbol Symbol of the asset false string
datetimeUTC Date as the coordinated universal time (UTC) convention false string
txCount Total transaction count for the most recent period false number 1000:
txCountChg1 Percent change of transaction count during the last period vs 1 period prior (usually days) false number
txCountChg5 Percent change of transaction count during the last period vs 5 periods prior (usually days) false number
txCountChg7 Percent change of transaction count during the last period vs 7 periods prior (usually days) false number
txCountChg10 Percent change of transaction count during the last period vs 10 periods prior (usually days) false number
txCountVol5 Volatility of transaction count for the trailing 5 periods (usually days) false number
txCountVol7 Volatility of transaction count for the trailing 7 periods (usually days) false number
txCountVol10 Volatility of transaction count for the trailing 10 periods (usually days) false number
txCountSma5 Simple moving average of transaction count for the trailing 5 periods (usually days) false number
txCountSma7 Simple moving average of transaction count for the trailing 7 periods (usually days) false number
txCountSma10 Simple moving average of transaction count for the trailing 10 periods (usually days) false number 4000:
fees Total fees generated for the most recent period false number
feesChg5 Percent change of fees generated during the last period vs 5 periods prior (usually days) false number
feesChg7 Percent change of fees generated during the last period vs 7 periods prior (usually days) false number
feesChg1 Percent change of fees generated during the last period vs 1 period prior (usually days) false number
fees10 Percent change of fees generated during the last period vs 10 periods prior (usually days) false number
feesVol5 Volatility of fees generated for the trailing 5 periods (usually days) false number
feesVol7 Volatility of fees generated for the trailing 7 periods (usually days) false number
feesVol10 Volatility of fees generated for the trailing 10 periods (usually days) false number
feesSma5 Simple moving average of fees generated for the trailing 5 periods (usually days) false number
feesSma7 Simple moving average of fees generated for the trailing 7 periods (usually days) false number
feesSma10 Simple moving average of fees generated for the trailing 10 periods (usually days) false number
rewards Total rewards generated for the most recent period false number 50000:
rewardsChg1 Percent change of rewards for the trailing period (usually days) false number
rewardsChg5 Percent change of rewards for the trailing 5 periods (usually days) false number
rewardsChg7 Percent change of rewards for the trailing 7 periods (usually days) false number
rewards10 Percent change of rewards for the trailing 10 periods (usually days) false number
rewardsVol5 Volatility of rewards for the trailing 5 periods (usually days) false number
rewardsVol7 Volatility of rewards for the trailing 7 periods (usually days) false number
rewardsVol10 Volatility of rewards for the trailing 10 periods (usually days) false number
rewardsSma5 Simple moving average of rewards for the trailing 5 periods (usually days) false number
rewardsSma7 Simple moving average of rewards for the trailing 7 periods (usually days) false number
rewardsSma10 Simple moving average of rewards for the trailing 10 periods (usually days) false number
coinsGenerated Amount of coins or tokens generated false number
coinsGeneratedChg1 Percent change of coins or tokens generated during the last period vs 1 period prior (usually days) false number :-0.5580
coinsGeneratedChg5 Percent change of coins or tokens generated during the last period vs 5 periods prior (usually days) false number
coinsGeneratedChg7 Percent change of coins or tokens generated during the last period vs 7 periods prior (usually days) false number :.25
coinsGenerated10 Percent change of coins or tokens generated during the last period vs 10 periods prior (usually days) false number
coinsGeneratedVol5 Volatility of coins or tokens generated for the trailing 5 periods (usually days) false number
coinsGeneratedVol7 Volatility of coins or tokens generated for the trailing 7 periods (usually days) false number
coinsGeneratedVol10 Volatility of coins or tokens generated for the trailing 10 periods (usually days) false number
coinsGeneratedSma5 Simple moving average of coins generated for the trailing 5 periods (usually days) false number
coinsGeneratedSma7 Simple moving average of coins generated for the trailing 7 periods (usually days) false number
coinsGeneratedSma10 Simple moving average of coins generated for the trailing 10 periods (usually days) false number
elecGenerated Daily megawatthours generated (in thousands) in the US as a proxy for electricty generated false number
elecGeneratedChg1 Percent change of megawatthours generated (in thousands) during the last period vs 1 period prior (usually days) false number
elecGeneratedChg5 Percent change of megawatthours generated (in thousands) during the last period vs 5 periods prior (usually days) false number
elecGeneratedChg7 Percent change of megawatthours generated (in thousands) during the last period vs 7 periods prior (usually days) false number
elecGenerated10 Percent change of megawatthours generated (in thousands) during the last period vs 10 periods prior (usually days) false number
elecGeneratedVol5 Volatility of megawatthours generated (in thousands) in the US for the trailing 5 periods (usually days) false number
elecGeneratedVol7 Volatility of megawatthours generated (in thousands) in the US for the trailing 7 periods (usually days) false number
elecGeneratedVol10 Volatility of megawatthours generated (in thousands) in the US for the trailing 10 periods (usually days) false number
elecGeneratedSma5 Simple moving average of megawatthours generated (in thousands) in the US for the trailing 5 periods (usually days) false number
elecGeneratedSma7 Simple moving average of megawatthours generated (in thousands) in the US for the trailing 7 periods (usually days) false number
elecGeneratedSma10 Simple moving average of megawatthours generated (in thousands) in the US for the trailing 10 periods (usually days) false number

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A Cost Of Production Model For Bitcoin Adam Hayes research Keywords: mining, profitability, PoW, value formation, electricity, kWh, breakevens
An Index For Investing In Blockchain Based Cryptocurrencies CRIX Crypto Index research Keywords: benchmark, performance
ATR Spreadsheet Cryptosheets model Keywords: metrics, indicators, range, average, excel
Barracuda Theoretical Analysis Power Polling Proof Stake Blockchains DTR Research academic Keywords: stochastic, network, protocol, throughput
BAT Token ATH Comparisons Paradigm Historical Performance Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. | Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance Paradigm Benchmarks Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. | Keywords: roi, performance, returns, index
Beyond Doomsday Economics of PoW Cryptocurrencies Bank Of International Settlements research Keywords: crypto, blockchain, mining, electricity, pow, pos, proof, ledger, bitcoin, history, digitalisation
Bitcoin Futures Market Evolution Coinjanitor research Keywords: regression, correlation, volume, institution, cme, cboe, otc, contract
Bitcoin Holder Analysis Through Cycles Delphi Digital research Keywords: hodl, wave, utxo, unspent, transaction, output, selling, forecast, btc
Bitcoin Mining Network Cryptoscores research Keywords: marginal, cost, electricity, consumption, hashrate, hardware, asic, proof
Bitcoin Post Issuance Existential Threat The Block Crypto research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Bitcoin Rolling 2019 YTD Performance Paradigm Performance Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. | Keywords: roi, returns, performance, ytd, cumulative
Bitcoin Solution for Payment Systems or Solution in Search of Problem Bank of Spain research Keywords: blockchain, hash, function, cryptoasset, innovation, technology
Blockchain Adoption in Capital Markets - 2018 Greenwich Associates research Keywords: adoption, institutional investors,
Blockchain by Cisco Build Trust Based Business Networks Cisco research Keywords: corporate, enterprise, dlt, adoption
BlockSci Design Applications Blockchain Analysis Platform BlockSci Research academic Keywords: explorer, data, address, transaction, multisig, signature
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
BTC Death, Golden and Bullshit Crosses Paradigm Technical Indicators Reliable trend indicator or bear traps full of bullshit? A traditional death cross occurs when the short-term moving average (ie 50D) crosses below its long-term average (ie 200D) while the opposite represents a golden cross. These types of technical chart patterns are commonly used by active traders as broader market trend indicators. | Keywords: sma, trends, indicators, technical
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
BTC Transactions vs Hashrate Paradigm Network Activity Historical trends between daily transactions and hashrate. Network activity as measured by total daily transaction count was often cited as a strongly correlated indicator relative to hashrate until large breaks in the historical relationship were seen in early 2018. | Keywords: transactions, hashrate
BTC vs. Tether Trading Volume Paradigm Trading Volume Tracking the relationship of Tether (USDT) vs. Bitcoin (BTC) volumes The relationship between Bitcoin & Tether is clearly evident from a variety of angles. These patterns have helped drive the ‘FUD’ narrative concerning the potential demise of Tether as a genuinely viable stablecoin. As the broader market continues to grow and mature, the question remains: if Tether disappeared tomorrow would it make a material impact? | Keywords: btc, usdt, correlation, stablecoin, tether, volume
BTC Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BVOL vs EVOL Paradigm Volatility Tracking synthetic crypto volatility benchmarks and derivatives In the absence of mature futures or options markets, exchanges offering derivative and synthetics trading often benefit. Access to leverage from 100-400x on some of these trading vehicles makes them even more important to track. After all, what could possibly go wrong? | Keywords: volatility, derivatives, bitmex, index
Crypto Index Introduction Slides CRIX Crypto Index research Keywords: benchmark, performance, methodology, crix
Crypto Utopia Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto War Games Decentralized Hostile Takeovers Coinigy research Keywords: merger, acquisition, mining, network, buyout
Crypto Week in Review 8.24.2018 Satis Group periodical Keywords: performance
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
Cryptocurrencies Venture Into The Unknown Cambridge Associates research Keywords: adoption, institutional investors
Dandelion Lightweight Cryptocurrency Networking Formal Anonymity Guarantees DTR Research academic Keywords: privacy, blockchain, transaction, model, security, protocol, crypto
Dandelion Redesigning Bitcoin Network for Anonymity DTR Research academic Keywords: privacy, blockchain, transaction, model, diffusion
Decentralized Payment Systems Principles Designs DTR Research academic Keywords: blockchain, consensus, scalability, throughput, mining, sharding, latency, privacy
Discovering Bitcoins Network Topology Using Orphan Transactions DTR Research academic Keywords: fairness, robustness, network, attack, eclipse
Distributed Ledger Technology Beyond Blockchain UK Office for Science research Keywords: disrupt, policy, innovation, labor force, adoption, socioeconomics
Emerging Markets Bitcoin Volumes Paradigm Global Adoption Tracking Bitcoin activity and usage in volatile emerging markets While growth trends of Bitcoin usage in emerging markets are more difficult to discern than the headlines would indicate, the clearest activity patterns emerge as spikes in reaction to local regulatory announcements. The explosion of volume in China immediately prior to and following the Chinese government’s announcement banning all ICO related activity in early September of 2017 is perhaps the most notable. | Keywords: local, venezuela, iran, brazil, south africa, brl, fiat, embargo, sanction, adoption, inflation, vef, monetary policy, china
ETH Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
ETH Transaction Complexity Paradigm Transaction Fees Measuring ETH gas fees relative to network transactions & complexity This basic metric is calculated by dividing the average daily gas spend by the quantity of transactions. The logic being that a basic transaction on Ethereum has a 21,000 gas limit while more complex smart contracts (ie ICOs, crypto[insert animal], token transfers, airdrops, spam drops, staking payouts etc) require a higher limit. (Note: this metric uses the assumed gas cost calculation of: IF ETH = $1000, THEN 21000 gas will cost 0.00000002 1000 21000 = 0.42 dollars, which is $0.42 cents USD). | Keywords: eth, gas, smart contract, fee, transaction, gwei
ETH Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
Fee Ratio Multiple Ratios (FRM) Paradigm Transaction Fees Measuring the distance for PoW chains to sustain security levels solely through transaction fees Why is FR important? The vast majority of crypto assets employ disinflationary monetary policies, whereby the rate of issuance declines geometrically. Read more here: https://medium.com/coinmonks/introducing-fee-ratio-multiple-frm-1eada9ac9bec | Keywords: pow, proof, mining, security, hash, fee
Framework Securities Regulation Cryptocurrencies Coincenter research Keywords: asset, token, howey, fork, airdrop, ico, pre, burn, mine, distribution, decentralization, profit
Game Theory How to Destroy Bitcoin Bletchley academic Keywords: network, attack, blockchain, selfish, stubborn, mining, 51, percent, academic
Global Macro Trends Cryptocurrencies Element Group research Keywords: asset, management, correction, volatility, bitcoin, dispersion, futures, geopolitical
Incentive Compatibility on the Blockchain Bank of Canada research Keywords: mining, miner, pow, bitcoin, double, spend, block, reward
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Introducing Fee Ratio Multiple CryptoChat research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Is Bitcoin Really Untethered University of Texas research Keywords: ustd, stablecoin, peg, trading volume, wash trading, correlation, fiat
Key World Energy Statistics International Energy Agency research Keywords: electricity, energy, mining, hashpower, hashrate
MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, average, convergence, divergence, excel
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
PolyShard Coded Sharding Achieves Linearly Scaling Efficiency Security DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
Price Predictions Cryptosheets model Keywords: metrics, indicators, forecast, excel
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution National Bureau of Economic Research research Keywords: valuation, analysis, modeling, portfolio management, performance
Routing Cryptocurrency with Spider Network DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
RSI ATR MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, excel
Scalability Interoperability and Sustainability of Blockchains European Union Blockchain Forum research we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. | Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Sortino Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, risk, adjusted, volatility, excel
Sprites and State Channels Payment Networks Faster than Lightning DTR Research academic Keywords: scale, scaling, layer, transaction, speed, eth, bitcoin, blockchain
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Token Mania Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Trading volumes vs volatility Paradigm Volatility Examining the relationship between BTC trading volumes and multi-period volatility | Keywords: vol, correlation, price discovery
Volatility Spreadsheet Cryptosheets model Keywords: metrics, indicators, vol, deviation, historical, excel
YTD Rolling Returns - BTC, ETH vs Large & Mid Caps Paradigm Performance Year to date cumulative rolling daily returns 2019 opened with Ethereum plunging over 50% before putting in a double bottom. While most highly correlated ERC20 tokens suffered equal or worse damage, BTC, large and mid cap crypto benchmarks proved more resilient. Dispersion gave way to correlation as ETH rebounded strongly heading into the summer. Note: you can use the zoom selector from the toolbox to zoom individually for each chart. | Keywords: roi, returns, performance, ytd, cumulative, benchmark, index
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
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OnChain Historical

A method to query comprehensive historical data from over 275+ unique blockchains. Data returned includes top 10-1000 holder supply distribution and concentration ratios, total MWh demand, inputs, outputs, difficulty, transaction fees, emission rates, staking requiremenets and much more.

https://api.paradigmapi.com/v1/paradigm/chain-his-day

Parameter Description Required Type Example
datetimeUTC Query based off of a specific value for datetimeUTC false string
symbol Query based off of a specific value for symbol false number BTC
name Query based off of a specific value for name false string bitcoin
price Query based off of a specific value for price false number
market_cap Query based off of a specific value for market_cap false number 10000000:
volume Query based off of a specific value for volume false number
txCount Query based off of a specific value for txCount false number
totalRewardsUSD Query based off of a specific value for totalRewardsUSD false number
totalGenerationUSD Query based off of a specific value for totalGenerationUSD false number
totalFeesUSD Query based off of a specific value for totalFeesUSD false number
floatingSupply Query based off of a specific value for floatingSupply false number
totalDemandMWatt Query based off of a specific value for totalDemandMWatt false number 5000000:
totalDemandForecastMWatt Query based off of a specific value for totalDemandForecastMWatt false number
dailyNetInterchange Query based off of a specific value for dailyNetInterchange false number
dailyGenerationMWatt Query based off of a specific value for dailyGenerationMWatt false number

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How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
2018 Crypto Retrospective Summary Circle Research research Keywords: bear, winter, ico, token, sale, fees, lightning, dapps, funds, mergers, venture, equity, sto, security, stablecoin
A Cost Of Production Model For Bitcoin Adam Hayes research Keywords: mining, profitability, PoW, value formation, electricity, kWh, breakevens
Barracuda Theoretical Analysis Power Polling Proof Stake Blockchains DTR Research academic Keywords: stochastic, network, protocol, throughput
Beyond Doomsday Economics of PoW Cryptocurrencies Bank Of International Settlements research Keywords: crypto, blockchain, mining, electricity, pow, pos, proof, ledger, bitcoin, history, digitalisation
Bitcoin Delta Cap Paradigm Network Value Assessing network value with DeltaCap DeltaCap is calculated through the following formula, measuring the difference between two long-term Bitcoin moving averages: DeltaCap = (RealizedCap - AverageCap). | Keywords: utxo, realized cap, market cap, holders, trend, outputs, unspent
Bitcoin Holder Analysis Through Cycles Delphi Digital research Keywords: hodl, wave, utxo, unspent, transaction, output, selling, forecast, btc
Bitcoin Mining Network Cryptoscores research Keywords: marginal, cost, electricity, consumption, hashrate, hardware, asic, proof
Bitcoin Post Issuance Existential Threat The Block Crypto research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Bitcoin Solution for Payment Systems or Solution in Search of Problem Bank of Spain research Keywords: blockchain, hash, function, cryptoasset, innovation, technology
Blockchain Adoption in Capital Markets - 2018 Greenwich Associates research Keywords: adoption, institutional investors,
Blockchain by Cisco Build Trust Based Business Networks Cisco research Keywords: corporate, enterprise, dlt, adoption
BlockSci Design Applications Blockchain Analysis Platform BlockSci Research academic Keywords: explorer, data, address, transaction, multisig, signature
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
BTC Fees vs Rewards Paradigm Network Activity Historical trends between daily block rewards and transaction fees As traditional deflationary PoW chains reduce their block rewards over time, can the fees alone support the network economics and security? | Keywords: rewards, fees, coinbase, block reward, profitability
BTC Transactions vs Hashrate Paradigm Network Activity Historical trends between daily transactions and hashrate. Network activity as measured by total daily transaction count was often cited as a strongly correlated indicator relative to hashrate until large breaks in the historical relationship were seen in early 2018. | Keywords: transactions, hashrate
Crypto Exchange Tokens Paradigm Exchange Tokens Relative market cap of native exchange tokens Crypto exchange tokens used to pay platform and trading fees have witnessed varying success with Binance (BNB) clearly standing out from the rest. Despite known issues concerning conflict of interest, security and market manipulation the paper trail of revenues and associated cashflows make exchange platforms a more ‘familiar’ economic model for most traditional investors. | Keywords: exchange, fees, rewards, trading, binance
Crypto Utopia Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto War Games Decentralized Hostile Takeovers Coinigy research Keywords: merger, acquisition, mining, network, buyout
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
Cryptocurrencies Venture Into The Unknown Cambridge Associates research Keywords: adoption, institutional investors
Dandelion Lightweight Cryptocurrency Networking Formal Anonymity Guarantees DTR Research academic Keywords: privacy, blockchain, transaction, model, security, protocol, crypto
Dandelion Redesigning Bitcoin Network for Anonymity DTR Research academic Keywords: privacy, blockchain, transaction, model, diffusion
Decentralized Payment Systems Principles Designs DTR Research academic Keywords: blockchain, consensus, scalability, throughput, mining, sharding, latency, privacy
Discovering Bitcoins Network Topology Using Orphan Transactions DTR Research academic Keywords: fairness, robustness, network, attack, eclipse
Distributed Ledger Technology Beyond Blockchain UK Office for Science research Keywords: disrupt, policy, innovation, labor force, adoption, socioeconomics
Emerging Markets Bitcoin Volumes Paradigm Global Adoption Tracking Bitcoin activity and usage in volatile emerging markets While growth trends of Bitcoin usage in emerging markets are more difficult to discern than the headlines would indicate, the clearest activity patterns emerge as spikes in reaction to local regulatory announcements. The explosion of volume in China immediately prior to and following the Chinese government’s announcement banning all ICO related activity in early September of 2017 is perhaps the most notable. | Keywords: local, venezuela, iran, brazil, south africa, brl, fiat, embargo, sanction, adoption, inflation, vef, monetary policy, china
ETH Transaction Complexity Paradigm Transaction Fees Measuring ETH gas fees relative to network transactions & complexity This basic metric is calculated by dividing the average daily gas spend by the quantity of transactions. The logic being that a basic transaction on Ethereum has a 21,000 gas limit while more complex smart contracts (ie ICOs, crypto[insert animal], token transfers, airdrops, spam drops, staking payouts etc) require a higher limit. (Note: this metric uses the assumed gas cost calculation of: IF ETH = $1000, THEN 21000 gas will cost 0.00000002 1000 * 21000 = 0.42 dollars, which is $0.42 cents USD). | Keywords: eth, gas, smart contract, fee, transaction, gwei
Fee Ratio Multiple Ratios (FRM) Paradigm Transaction Fees Measuring the distance for PoW chains to sustain security levels solely through transaction fees Why is FR important? The vast majority of crypto assets employ disinflationary monetary policies, whereby the rate of issuance declines geometrically. Read more here: https://medium.com/coinmonks/introducing-fee-ratio-multiple-frm-1eada9ac9bec | Keywords: pow, proof, mining, security, hash, fee
Framework Securities Regulation Cryptocurrencies Coincenter research Keywords: asset, token, howey, fork, airdrop, ico, pre, burn, mine, distribution, decentralization, profit
Game Theory How to Destroy Bitcoin Bletchley academic Keywords: network, attack, blockchain, selfish, stubborn, mining, 51, percent, academic
Incentive Compatibility on the Blockchain Bank of Canada research Keywords: mining, miner, pow, bitcoin, double, spend, block, reward
Introducing Fee Ratio Multiple CryptoChat research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Key World Energy Statistics International Energy Agency research Keywords: electricity, energy, mining, hashpower, hashrate
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
PolyShard Coded Sharding Achieves Linearly Scaling Efficiency Security DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
Routing Cryptocurrency with Spider Network DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
Scalability Interoperability and Sustainability of Blockchains European Union Blockchain Forum research we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. | Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Sprites and State Channels Payment Networks Faster than Lightning DTR Research academic Keywords: scale, scaling, layer, transaction, speed, eth, bitcoin, blockchain
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Token Mania Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
  • CHECK API STATUS

    See statistics on the current and recent status of this API endpoint here.

  • HELP & TUTORIALS

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    See pricing details for this endpoint including rate limits, account subscriptions, custom bulk data access and more here.

Have Questions? Contact us here.

TA Historical

A method to query historical price and technical indicator data for thousands of symbols. Data returned includes traditional transformations and metrics over extensive periods and intervals including SMA, PctChange, Volatility and Variance. Additional metrics and more complex calculations including sharpe, sortino, hui-heubel, liquidity surface and a full suite of over 100 trading technical indicators are also available.

https://api.paradigmapi.com/v1/paradigm/ta-his-day

Parameter Description Required Type Example
datetimeUTC Date as the coordinated universal time (UTC) convention false string 2019-01-01
symbol Query based off of a specific value for symbol or symbols using csv (BTC) true string BTC
price Price of the asset in USD false number -0.0458716
change1 Percent Change for the trailing 1 periods (usually days) false number -0.0630631
change5 Percent Change for the trailing 5 periods (usually days) false number -0.12605
change7 Percent Change for the trailing 7 periods (usually days) false number -0.840246
change10 Percent Change for the trailing 10 periods (usually days) false number -0.840246
change20 Percent Change for the trailing 20 periods (usually days) false number -0.840246
change30 Percent Change for the trailing 30 periods (usually days) false number -0.840246
change50 Percent Change for the trailing 50 periods (usually days) false number -0.652174
change90 Percent Change for the trailing 90 periods (usually days) false number -0.840246
change180 Percent Change for the trailing 180 periods (usually days) false number 0.309302
change365 Percent Change for the trailing 365 periods (usually days) false number 0.25256
sma5 Simple moving average for the trailing 5 periods (usually days) false number 1.101
sma7 Simple moving average for the trailing 7 periods (usually days) false number 2.739
sma10 Simple moving average for the trailing 10 periods (usually days) false number 3.996
sma20 Simple moving average for the trailing 20 periods (usually days) false number 5.0016
sma30 Simple moving average for the trailing 30 periods (usually days) false number 5.7558
sma50 Simple moving average for the trailing 50 periods (usually days) false number 6.0424
sma100 Simple moving average for the trailing 100 periods (usually days) false number 6.0424
sma200 Simple moving average for the trailing 200 periods (usually days) false number 10000:
sma365 Simple moving average for the trailing 365 periods (usually days) false number
var5 Variance for the trailing 5 periods (usually days) false number 0.00443222
var7 Variance for the trailing 7 periods (usually days) false number 6.41825
var10 Variance for the trailing 10 periods (usually days) false number 7.47413
var20 Variance for the trailing 20 periods (usually days) false number 5.97127
var30 Variance for the trailing 30 periods (usually days) false number 1.072
var50 Variance for the trailing 50 periods (usually days) false number 1.07857
vol5 Volatility for the trailing 5 periods (usually days) false number 1.25142
vol7 Volatility for the trailing 7 periods (usually days) false number 7.39777
vol10 Volatility for the trailing 10 periods (usually days) false number 6.04659
vol20 Volatility for the trailing 20 periods (usually days) false number 4.68748
vol30 Volatility for the trailing 30 periods (usually days) false number 0.00062
vol50 Volatility for the trailing 50 periods (usually days) false number 0.000547619

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
An Index For Investing In Blockchain Based Cryptocurrencies CRIX Crypto Index research Keywords: benchmark, performance
ATR Spreadsheet Cryptosheets model Keywords: metrics, indicators, range, average, excel
BAT Token ATH Comparisons Paradigm Historical Performance Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. | Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance Paradigm Benchmarks Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. | Keywords: roi, performance, returns, index
Bitcoin Futures Market Evolution Coinjanitor research Keywords: regression, correlation, volume, institution, cme, cboe, otc, contract
Bitcoin Rolling 2019 YTD Performance Paradigm Performance Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. | Keywords: roi, returns, performance, ytd, cumulative
BTC Death, Golden and Bullshit Crosses Paradigm Technical Indicators Reliable trend indicator or bear traps full of bullshit? A traditional death cross occurs when the short-term moving average (ie 50D) crosses below its long-term average (ie 200D) while the opposite represents a golden cross. These types of technical chart patterns are commonly used by active traders as broader market trend indicators. | Keywords: sma, trends, indicators, technical
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BTC vs. Tether Trading Volume Paradigm Trading Volume Tracking the relationship of Tether (USDT) vs. Bitcoin (BTC) volumes The relationship between Bitcoin & Tether is clearly evident from a variety of angles. These patterns have helped drive the ‘FUD’ narrative concerning the potential demise of Tether as a genuinely viable stablecoin. As the broader market continues to grow and mature, the question remains: if Tether disappeared tomorrow would it make a material impact? | Keywords: btc, usdt, correlation, stablecoin, tether, volume
BTC Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BVOL vs EVOL Paradigm Volatility Tracking synthetic crypto volatility benchmarks and derivatives In the absence of mature futures or options markets, exchanges offering derivative and synthetics trading often benefit. Access to leverage from 100-400x on some of these trading vehicles makes them even more important to track. After all, what could possibly go wrong? | Keywords: volatility, derivatives, bitmex, index
Crypto Index Introduction Slides CRIX Crypto Index research Keywords: benchmark, performance, methodology, crix
Crypto Week in Review 8.24.2018 Satis Group periodical Keywords: performance
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
ETH Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
ETH Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
Global Macro Trends Cryptocurrencies Element Group research Keywords: asset, management, correction, volatility, bitcoin, dispersion, futures, geopolitical
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Is Bitcoin Really Untethered University of Texas research Keywords: ustd, stablecoin, peg, trading volume, wash trading, correlation, fiat
MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, average, convergence, divergence, excel
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
Price Predictions Cryptosheets model Keywords: metrics, indicators, forecast, excel
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution National Bureau of Economic Research research Keywords: valuation, analysis, modeling, portfolio management, performance
RSI ATR MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, excel
Sortino Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, risk, adjusted, volatility, excel
Trading volumes vs volatility Paradigm Volatility Examining the relationship between BTC trading volumes and multi-period volatility | Keywords: vol, correlation, price discovery
Volatility Spreadsheet Cryptosheets model Keywords: metrics, indicators, vol, deviation, historical, excel
YTD Rolling Returns - BTC, ETH vs Large & Mid Caps Paradigm Performance Year to date cumulative rolling daily returns 2019 opened with Ethereum plunging over 50% before putting in a double bottom. While most highly correlated ERC20 tokens suffered equal or worse damage, BTC, large and mid cap crypto benchmarks proved more resilient. Dispersion gave way to correlation as ETH rebounded strongly heading into the summer. *Note: you can use the zoom selector from the toolbox to zoom individually for each chart. | Keywords: roi, returns, performance, ytd, cumulative, benchmark, index
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
  • CHECK API STATUS

    See statistics on the current and recent status of this API endpoint here.

  • HELP & TUTORIALS

    Learn more about how to use this endpoint from tutorials, FAQs and examples.

  • PRICING & ACCESS

    See pricing details for this endpoint including rate limits, account subscriptions, custom bulk data access and more here.

Have Questions? Contact us here.

Clusters

A method to query data from our cluster engine library including all clusters available in the Paradigm Explorer. The clusters endpoint serves data for basic and level 2 attribution layers. Clusters can be generated manually and automatically from the Paradigm cluster engine (clusGEN), representing groupings of assets or entities based on over 3,000+ unique dimensional attributes.

https://api.paradigmapi.com/v1/paradigm/clusters

Parameter Description Required Type Example
id Query based off of a specific value for id false string 457
title Query based off of a specific value for title false string Exchange Hacks
description Query based off of a specific value for description false string
type Query based off of a specific value for type false string cluster
clusterGroup Query based off of a specific value for clusterGroup false string wallets
source Query based off of a specific value for source false string API
keywords Query based off of a specific value for keywords false string ~exchange
apiDimType Query based off of a specific value for apiDimType false string screener
apiDimType2 Query based off of a specific value for apiDimType2 false string ~filter
parameters Query based off of a specific value for parameters false string
category Query based off of a specific value for category false string module
subCategory Query based off of a specific value for subCategory false string
url Query based off of a specific value for url false string
urlAPIdocs Query based off of a specific value for urlAPIdocs false string

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
A Model of CryptoCurrencies Princeton academic Keywords: model, valuation, ico, bubble
Bitwise Crypto Index Methodology Bitwise research Keywords: framework, benchmark, model
Dandelion Lightweight Cryptocurrency Networking Formal Anonymity Guarantees DTR Research academic Keywords: privacy, blockchain, transaction, model, security, protocol, crypto
Dandelion Redesigning Bitcoin Network for Anonymity DTR Research academic Keywords: privacy, blockchain, transaction, model, diffusion
From Hype to Reality A Taxonomy of Blockchain Applications Karlsruthe Institute of Technology research Keywords: framework, classification, category, valuation, model
ICO Bounty Campaign Help Fundraising Element Group research Keywords: regression, model, token, sale
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
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TA Current

A method to query current price and technical indicator data for thousands of symbols. Data returned includes traditional transformations and metrics over extensive periods and intervals including SMA, PctChange, Volatility and Variance. Additional metrics and more complex calculations including sharpe, sortino, hui-heubel, liquidity surface and a full suite of over 100 trading technical indicators are also available.

https://api.paradigmapi.com/v1/paradigm/ta-cur

Parameter Description Required Type Example
datetimeUTC Date as the coordinated universal time (UTC) convention false string 2019-01-01
symbol Symbol or symbols of the asset using csv (BTC) false string BTC
price Price of the asset in USD false number
change1 Percent Change for the trailing 1 periods (usually days) false number
change5 Percent Change for the trailing 5 periods (usually days) false number
change7 Percent Change for the trailing 7 periods (usually days) false number
change10 Percent Change for the trailing 10 periods (usually days) false number
change20 Percent Change for the trailing 20 periods (usually days) false number
change30 Percent Change for the trailing 30 periods (usually days) false number
change50 Percent Change for the trailing 50 periods (usually days) false number
change90 Percent Change for the trailing 90 periods (usually days) false number
change180 Percent Change for the trailing 180 periods (usually days) false number
change365 Percent Change for the trailing 365 periods (usually days) false number
sma5 Simple moving average for the trailing 5 periods (usually days) false number
sma7 Simple moving average for the trailing 7 periods (usually days) false number
sma10 Simple moving average for the trailing 10 periods (usually days) false number
sma20 Simple moving average for the trailing 20 periods (usually days) false number
sma30 Simple moving average for the trailing 30 periods (usually days) false number
sma50 Simple moving average for the trailing 50 periods (usually days) false number
sma100 Simple moving average for the trailing 100 periods (usually days) false number
sma200 Simple moving average for the trailing 200 periods (usually days) false number
sma365 Simple moving average for the trailing 365 periods (usually days) false number
var5 Variance for the trailing 5 periods (usually days) false number
var7 Variance for the trailing 7 periods (usually days) false number
var10 Variance for the trailing 10 periods (usually days) false number
var20 Variance for the trailing 20 periods (usually days) false number
var30 Variance for the trailing 30 periods (usually days) false number
var50 Variance for the trailing 50 periods (usually days) false number
vol5 Volatility for the trailing 5 periods (usually days) false number
vol7 Volatility for the trailing 7 periods (usually days) false number
vol10 Volatility for the trailing 10 periods (usually days) false number
vol20 Volatility for the trailing 20 periods (usually days) false number
vol30 Volatility for the trailing 30 periods (usually days) false number
vol50 Volatility for the trailing 50 periods (usually days) false number

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How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
An Index For Investing In Blockchain Based Cryptocurrencies CRIX Crypto Index research Keywords: benchmark, performance
ATR Spreadsheet Cryptosheets model Keywords: metrics, indicators, range, average, excel
BAT Token ATH Comparisons Paradigm Historical Performance Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. | Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance Paradigm Benchmarks Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. | Keywords: roi, performance, returns, index
Bitcoin Futures Market Evolution Coinjanitor research Keywords: regression, correlation, volume, institution, cme, cboe, otc, contract
Bitcoin Rolling 2019 YTD Performance Paradigm Performance Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. | Keywords: roi, returns, performance, ytd, cumulative
BTC Death, Golden and Bullshit Crosses Paradigm Technical Indicators Reliable trend indicator or bear traps full of bullshit? A traditional death cross occurs when the short-term moving average (ie 50D) crosses below its long-term average (ie 200D) while the opposite represents a golden cross. These types of technical chart patterns are commonly used by active traders as broader market trend indicators. | Keywords: sma, trends, indicators, technical
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BTC vs. Tether Trading Volume Paradigm Trading Volume Tracking the relationship of Tether (USDT) vs. Bitcoin (BTC) volumes The relationship between Bitcoin & Tether is clearly evident from a variety of angles. These patterns have helped drive the ‘FUD’ narrative concerning the potential demise of Tether as a genuinely viable stablecoin. As the broader market continues to grow and mature, the question remains: if Tether disappeared tomorrow would it make a material impact? | Keywords: btc, usdt, correlation, stablecoin, tether, volume
BTC Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BVOL vs EVOL Paradigm Volatility Tracking synthetic crypto volatility benchmarks and derivatives In the absence of mature futures or options markets, exchanges offering derivative and synthetics trading often benefit. Access to leverage from 100-400x on some of these trading vehicles makes them even more important to track. After all, what could possibly go wrong? | Keywords: volatility, derivatives, bitmex, index
Crypto Index Introduction Slides CRIX Crypto Index research Keywords: benchmark, performance, methodology, crix
Crypto Week in Review 8.24.2018 Satis Group periodical Keywords: performance
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
ETH Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
ETH Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
Global Macro Trends Cryptocurrencies Element Group research Keywords: asset, management, correction, volatility, bitcoin, dispersion, futures, geopolitical
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Is Bitcoin Really Untethered University of Texas research Keywords: ustd, stablecoin, peg, trading volume, wash trading, correlation, fiat
MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, average, convergence, divergence, excel
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
Price Predictions Cryptosheets model Keywords: metrics, indicators, forecast, excel
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution National Bureau of Economic Research research Keywords: valuation, analysis, modeling, portfolio management, performance
RSI ATR MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, excel
Sortino Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, risk, adjusted, volatility, excel
Trading volumes vs volatility Paradigm Volatility Examining the relationship between BTC trading volumes and multi-period volatility | Keywords: vol, correlation, price discovery
Volatility Spreadsheet Cryptosheets model Keywords: metrics, indicators, vol, deviation, historical, excel
YTD Rolling Returns - BTC, ETH vs Large & Mid Caps Paradigm Performance Year to date cumulative rolling daily returns 2019 opened with Ethereum plunging over 50% before putting in a double bottom. While most highly correlated ERC20 tokens suffered equal or worse damage, BTC, large and mid cap crypto benchmarks proved more resilient. Dispersion gave way to correlation as ETH rebounded strongly heading into the summer. *Note: you can use the zoom selector from the toolbox to zoom individually for each chart. | Keywords: roi, returns, performance, ytd, cumulative, benchmark, index
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
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Network Value

A method to query historical data from our network value metrics database, data returned includes various methods for calculating market cap including traditional market cap, average cap, realized cap, delta cap and more. Related metrics for NVT, transaction activity and network fees are also included.

https://api.paradigmapi.com/v1/paradigm/metrics-network-value-his

Parameter Description Required Type Example
Date Query based off of a specific value for date false string 2019-01-01
Symbol Query based off of a specific value for symbol or symbols using csv (BTC) false string BTC
Price Query based off of a specific value for price false number 4022.71
MarketCap Query based off of a specific value for marketcap false number 70825023305.4256
Average Cap Query based off of a specific value for averageCap false number 22741190488.8506
Delta Cap Query based off of a specific value for deltaCap false number 53312718586.5977
Tx Count Query based off of a specific value for txCount false number 251428
Tx Volume Query based off of a specific value for txVolume false number 2047679784.73899
Raw Tx NVT Query based off of a specific value for rawTxNVT false number
Adjusted Tx NVT Query based off of a specific value for adjustedTxNVT false number 70.3987580389117
Adjusted Tx Volume Query based off of a specific value for adjustedTxVolume false number 1006055011.17332
FR Query based off of a specific value for FR false number
FRM Query based off of a specific value for FRM false number

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A Cost Of Production Model For Bitcoin Adam Hayes research Keywords: mining, profitability, PoW, value formation, electricity, kWh, breakevens
Barracuda Theoretical Analysis Power Polling Proof Stake Blockchains DTR Research academic Keywords: stochastic, network, protocol, throughput
Beyond Doomsday Economics of PoW Cryptocurrencies Bank Of International Settlements research Keywords: crypto, blockchain, mining, electricity, pow, pos, proof, ledger, bitcoin, history, digitalisation
Bitcoin Delta Cap Paradigm Network Value Assessing network value with DeltaCap DeltaCap is calculated through the following formula, measuring the difference between two long-term Bitcoin moving averages: DeltaCap = (RealizedCap - AverageCap). | Keywords: utxo, realized cap, market cap, holders, trend, outputs, unspent
Bitcoin Holder Analysis Through Cycles Delphi Digital research Keywords: hodl, wave, utxo, unspent, transaction, output, selling, forecast, btc
Bitcoin Mining Network Cryptoscores research Keywords: marginal, cost, electricity, consumption, hashrate, hardware, asic, proof
Bitcoin Post Issuance Existential Threat The Block Crypto research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Bitcoin Solution for Payment Systems or Solution in Search of Problem Bank of Spain research Keywords: blockchain, hash, function, cryptoasset, innovation, technology
Blockchain Adoption in Capital Markets - 2018 Greenwich Associates research Keywords: adoption, institutional investors,
Blockchain by Cisco Build Trust Based Business Networks Cisco research Keywords: corporate, enterprise, dlt, adoption
BlockSci Design Applications Blockchain Analysis Platform BlockSci Research academic Keywords: explorer, data, address, transaction, multisig, signature
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
BTC MVRV Ratio Paradigm Network Value Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. | Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models Paradigm Network Value Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. | Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
BTC Transactions vs Hashrate Paradigm Network Activity Historical trends between daily transactions and hashrate. Network activity as measured by total daily transaction count was often cited as a strongly correlated indicator relative to hashrate until large breaks in the historical relationship were seen in early 2018. | Keywords: transactions, hashrate
Crypto Utopia Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto War Games Decentralized Hostile Takeovers Coinigy research Keywords: merger, acquisition, mining, network, buyout
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
Cryptocurrencies Venture Into The Unknown Cambridge Associates research Keywords: adoption, institutional investors
Dandelion Lightweight Cryptocurrency Networking Formal Anonymity Guarantees DTR Research academic Keywords: privacy, blockchain, transaction, model, security, protocol, crypto
Dandelion Redesigning Bitcoin Network for Anonymity DTR Research academic Keywords: privacy, blockchain, transaction, model, diffusion
Decentralized Payment Systems Principles Designs DTR Research academic Keywords: blockchain, consensus, scalability, throughput, mining, sharding, latency, privacy
Discovering Bitcoins Network Topology Using Orphan Transactions DTR Research academic Keywords: fairness, robustness, network, attack, eclipse
Distributed Ledger Technology Beyond Blockchain UK Office for Science research Keywords: disrupt, policy, innovation, labor force, adoption, socioeconomics
Emerging Markets Bitcoin Volumes Paradigm Global Adoption Tracking Bitcoin activity and usage in volatile emerging markets While growth trends of Bitcoin usage in emerging markets are more difficult to discern than the headlines would indicate, the clearest activity patterns emerge as spikes in reaction to local regulatory announcements. The explosion of volume in China immediately prior to and following the Chinese government’s announcement banning all ICO related activity in early September of 2017 is perhaps the most notable. | Keywords: local, venezuela, iran, brazil, south africa, brl, fiat, embargo, sanction, adoption, inflation, vef, monetary policy, china
ETH Transaction Complexity Paradigm Transaction Fees Measuring ETH gas fees relative to network transactions & complexity This basic metric is calculated by dividing the average daily gas spend by the quantity of transactions. The logic being that a basic transaction on Ethereum has a 21,000 gas limit while more complex smart contracts (ie ICOs, crypto[insert animal], token transfers, airdrops, spam drops, staking payouts etc) require a higher limit. (Note: this metric uses the assumed gas cost calculation of: IF ETH = $1000, THEN 21000 gas will cost 0.00000002 1000 21000 = 0.42 dollars, which is $0.42 cents USD). | Keywords: eth, gas, smart contract, fee, transaction, gwei
Fee Ratio Multiple Ratios (FRM) Paradigm Transaction Fees Measuring the distance for PoW chains to sustain security levels solely through transaction fees Why is FR important? The vast majority of crypto assets employ disinflationary monetary policies, whereby the rate of issuance declines geometrically. Read more here: https://medium.com/coinmonks/introducing-fee-ratio-multiple-frm-1eada9ac9bec | Keywords: pow, proof, mining, security, hash, fee
Framework Securities Regulation Cryptocurrencies Coincenter research Keywords: asset, token, howey, fork, airdrop, ico, pre, burn, mine, distribution, decentralization, profit
Game Theory How to Destroy Bitcoin Bletchley academic Keywords: network, attack, blockchain, selfish, stubborn, mining, 51, percent, academic
Incentive Compatibility on the Blockchain Bank of Canada research Keywords: mining, miner, pow, bitcoin, double, spend, block, reward
Introducing Fee Ratio Multiple CryptoChat research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Key World Energy Statistics International Energy Agency research Keywords: electricity, energy, mining, hashpower, hashrate
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
PolyShard Coded Sharding Achieves Linearly Scaling Efficiency Security DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
Routing Cryptocurrency with Spider Network DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
Scalability Interoperability and Sustainability of Blockchains European Union Blockchain Forum research we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. | Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Sprites and State Channels Payment Networks Faster than Lightning DTR Research academic Keywords: scale, scaling, layer, transaction, speed, eth, bitcoin, blockchain
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Token Mania Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
  • CHECK API STATUS

    See statistics on the current and recent status of this API endpoint here.

  • HELP & TUTORIALS

    Learn more about how to use this endpoint from tutorials, FAQs and examples.

  • PRICING & ACCESS

    See pricing details for this endpoint including rate limits, account subscriptions, custom bulk data access and more here.

Have Questions? Contact us here.

OnChain Historical TA

A method to query extensive historical multi period and pre calculated metrics and transformations across a comprehensive onchain dataset. Data returned includes multi period pctChg, SMA and volatility for transaction count, electricity generated, coins generated, rewards, fees and more.

https://api.paradigmapi.com/v1/paradigm/ta-chain-his-day

Parameter Description Required Type Example
name Name of the asset false string bitcoin-sv
symbol Symbol of the asset false string
datetimeUTC Date as the coordinated universal time (UTC) convention false string
txCount Total transaction count for the most recent period false number 1000:
txCountChg1 Percent change of transaction count during the last period vs 1 period prior (usually days) false number
txCountChg5 Percent change of transaction count during the last period vs 5 periods prior (usually days) false number
txCountChg7 Percent change of transaction count during the last period vs 7 periods prior (usually days) false number
txCountChg10 Percent change of transaction count during the last period vs 10 periods prior (usually days) false number
txCountVol5 Volatility of transaction count for the trailing 5 periods (usually days) false number
txCountVol7 Volatility of transaction count for the trailing 7 periods (usually days) false number
txCountVol10 Volatility of transaction count for the trailing 10 periods (usually days) false number
txCountSma5 Simple moving average of transaction count for the trailing 5 periods (usually days) false number
txCountSma7 Simple moving average of transaction count for the trailing 7 periods (usually days) false number
txCountSma10 Simple moving average of transaction count for the trailing 10 periods (usually days) false number 4000:
fees Total fees generated for the most recent period false number
feesChg1 Percent change of fees generated during the last period vs 1 period prior (usually days) false number
feesChg5 Percent change of fees generated during the last period vs 5 periods prior (usually days) false number
feesChg7 Percent change of fees generated during the last period vs 7 periods prior (usually days) false number
feesChg10 Percent change of fees generated during the last period vs 10 periods prior (usually days) false number
feesVol5 Volatility of fees generated for the trailing 5 periods (usually days) false number
feesVol7 Volatility of fees generated for the trailing 7 periods (usually days) false number
feesVol10 Volatility of fees generated for the trailing 10 periods (usually days) false number
feesSma5 Simple moving average of fees generated for the trailing 5 periods (usually days) false number
feesSma7 Simple moving average of fees generated for the trailing 7 periods (usually days) false number
feesSma10 Simple moving average of fees generated for the trailing 10 periods (usually days) false number
rewards Total rewards generated for the most recent period false number 50000:
rewardsChg1 Percent change of rewards for the trailing period (usually days) false number
rewardsChg5 Percent change of rewards for the trailing 5 periods (usually days) false number
rewardsChg7 Percent change of rewards for the trailing 7 periods (usually days) false number
rewards10 Percent change of rewards for the trailing 10 periods (usually days) false number
rewardsVol5 Volatility of rewards for the trailing 5 periods (usually days) false number
rewardsVol7 Volatility of rewards for the trailing 7 periods (usually days) false number
rewardsVol10 Volatility of rewards for the trailing 10 periods (usually days) false number
rewardsSma5 Simple moving average of rewards for the trailing 5 periods (usually days) false number
rewardsSma7 Simple moving average of rewards for the trailing 7 periods (usually days) false number
rewardsSma10 Simple moving average of rewards for the trailing 10 periods (usually days) false number
coinsGenerated Amount of coins or tokens generated false number
coinsGeneratedChg1 Percent change of coins or tokens generated during the last period vs 1 period prior (usually days) false number :-0.5580
coinsGeneratedChg5 Percent change of coins or tokens generated during the last period vs 5 periods prior (usually days) false number
coinsGeneratedChg7 Percent change of coins or tokens generated during the last period vs 7 periods prior (usually days) false number :.25
coinsGenerated10 Percent change of coins or tokens generated during the last period vs 10 periods prior (usually days) false number
coinsGeneratedVol5 Volatility of coins or tokens generated for the trailing 5 periods (usually days) false number
coinsGeneratedVol7 Volatility of coins or tokens generated for the trailing 7 periods (usually days) false number
coinsGeneratedVol10 Volatility of coins or tokens generated for the trailing 10 periods (usually days) false number
coinsGeneratedSma5 Simple moving average of coins generated for the trailing 5 periods (usually days) false number
coinsGeneratedSma7 Simple moving average of coins generated for the trailing 7 periods (usually days) false number
coinsGeneratedSma10 Simple moving average of coins generated for the trailing 10 periods (usually days) false number
elecGenerated Daily megawatthours generated (in thousands) in the US as a proxy for electricty generated false number
elecGeneratedChg1 Percent change of megawatthours generated (in thousands) during the last period vs 1 period prior (usually days) false number
elecGeneratedChg5 Percent change of megawatthours generated (in thousands) during the last period vs 5 periods prior (usually days) false number
elecGeneratedChg7 Percent change of megawatthours generated (in thousands) during the last period vs 7 periods prior (usually days) false number
elecGenerated10 Percent change of megawatthours generated (in thousands) during the last period vs 10 periods prior (usually days) false number
elecGeneratedVol5 Volatility of megawatthours generated (in thousands) in the US for the trailing 5 periods (usually days) false number
elecGeneratedVol7 Volatility of megawatthours generated (in thousands) in the US for the trailing 7 periods (usually days) false number
elecGeneratedVol10 Volatility of megawatthours generated (in thousands) in the US for the trailing 10 periods (usually days) false number
elecGeneratedSma5 Simple moving average of megawatthours generated (in thousands) in the US for the trailing 5 periods (usually days) false number
elecGeneratedSma7 Simple moving average of megawatthours generated (in thousands) in the US for the trailing 7 periods (usually days) false number
elecGeneratedSma10 Simple moving average of megawatthours generated (in thousands) in the US for the trailing 10 periods (usually days) false number
fees10 Percent change of fees generated during the last period vs 10 periods prior (usually days) false number

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A Cost Of Production Model For Bitcoin Adam Hayes research Keywords: mining, profitability, PoW, value formation, electricity, kWh, breakevens
An Index For Investing In Blockchain Based Cryptocurrencies CRIX Crypto Index research Keywords: benchmark, performance
ATR Spreadsheet Cryptosheets model Keywords: metrics, indicators, range, average, excel
Barracuda Theoretical Analysis Power Polling Proof Stake Blockchains DTR Research academic Keywords: stochastic, network, protocol, throughput
BAT Token ATH Comparisons Paradigm Historical Performance Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. | Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance Paradigm Benchmarks Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. | Keywords: roi, performance, returns, index
Beyond Doomsday Economics of PoW Cryptocurrencies Bank Of International Settlements research Keywords: crypto, blockchain, mining, electricity, pow, pos, proof, ledger, bitcoin, history, digitalisation
Bitcoin Futures Market Evolution Coinjanitor research Keywords: regression, correlation, volume, institution, cme, cboe, otc, contract
Bitcoin Holder Analysis Through Cycles Delphi Digital research Keywords: hodl, wave, utxo, unspent, transaction, output, selling, forecast, btc
Bitcoin Mining Network Cryptoscores research Keywords: marginal, cost, electricity, consumption, hashrate, hardware, asic, proof
Bitcoin Post Issuance Existential Threat The Block Crypto research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Bitcoin Rolling 2019 YTD Performance Paradigm Performance Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. | Keywords: roi, returns, performance, ytd, cumulative
Bitcoin Solution for Payment Systems or Solution in Search of Problem Bank of Spain research Keywords: blockchain, hash, function, cryptoasset, innovation, technology
Blockchain Adoption in Capital Markets - 2018 Greenwich Associates research Keywords: adoption, institutional investors,
Blockchain by Cisco Build Trust Based Business Networks Cisco research Keywords: corporate, enterprise, dlt, adoption
BlockSci Design Applications Blockchain Analysis Platform BlockSci Research academic Keywords: explorer, data, address, transaction, multisig, signature
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
BTC Death, Golden and Bullshit Crosses Paradigm Technical Indicators Reliable trend indicator or bear traps full of bullshit? A traditional death cross occurs when the short-term moving average (ie 50D) crosses below its long-term average (ie 200D) while the opposite represents a golden cross. These types of technical chart patterns are commonly used by active traders as broader market trend indicators. | Keywords: sma, trends, indicators, technical
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
BTC Transactions vs Hashrate Paradigm Network Activity Historical trends between daily transactions and hashrate. Network activity as measured by total daily transaction count was often cited as a strongly correlated indicator relative to hashrate until large breaks in the historical relationship were seen in early 2018. | Keywords: transactions, hashrate
BTC vs. Tether Trading Volume Paradigm Trading Volume Tracking the relationship of Tether (USDT) vs. Bitcoin (BTC) volumes The relationship between Bitcoin & Tether is clearly evident from a variety of angles. These patterns have helped drive the ‘FUD’ narrative concerning the potential demise of Tether as a genuinely viable stablecoin. As the broader market continues to grow and mature, the question remains: if Tether disappeared tomorrow would it make a material impact? | Keywords: btc, usdt, correlation, stablecoin, tether, volume
BTC Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BVOL vs EVOL Paradigm Volatility Tracking synthetic crypto volatility benchmarks and derivatives In the absence of mature futures or options markets, exchanges offering derivative and synthetics trading often benefit. Access to leverage from 100-400x on some of these trading vehicles makes them even more important to track. After all, what could possibly go wrong? | Keywords: volatility, derivatives, bitmex, index
Crypto Index Introduction Slides CRIX Crypto Index research Keywords: benchmark, performance, methodology, crix
Crypto Utopia Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto War Games Decentralized Hostile Takeovers Coinigy research Keywords: merger, acquisition, mining, network, buyout
Crypto Week in Review 8.24.2018 Satis Group periodical Keywords: performance
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
Cryptocurrencies Venture Into The Unknown Cambridge Associates research Keywords: adoption, institutional investors
Dandelion Lightweight Cryptocurrency Networking Formal Anonymity Guarantees DTR Research academic Keywords: privacy, blockchain, transaction, model, security, protocol, crypto
Dandelion Redesigning Bitcoin Network for Anonymity DTR Research academic Keywords: privacy, blockchain, transaction, model, diffusion
Decentralized Payment Systems Principles Designs DTR Research academic Keywords: blockchain, consensus, scalability, throughput, mining, sharding, latency, privacy
Discovering Bitcoins Network Topology Using Orphan Transactions DTR Research academic Keywords: fairness, robustness, network, attack, eclipse
Distributed Ledger Technology Beyond Blockchain UK Office for Science research Keywords: disrupt, policy, innovation, labor force, adoption, socioeconomics
Emerging Markets Bitcoin Volumes Paradigm Global Adoption Tracking Bitcoin activity and usage in volatile emerging markets While growth trends of Bitcoin usage in emerging markets are more difficult to discern than the headlines would indicate, the clearest activity patterns emerge as spikes in reaction to local regulatory announcements. The explosion of volume in China immediately prior to and following the Chinese government’s announcement banning all ICO related activity in early September of 2017 is perhaps the most notable. | Keywords: local, venezuela, iran, brazil, south africa, brl, fiat, embargo, sanction, adoption, inflation, vef, monetary policy, china
ETH Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
ETH Transaction Complexity Paradigm Transaction Fees Measuring ETH gas fees relative to network transactions & complexity This basic metric is calculated by dividing the average daily gas spend by the quantity of transactions. The logic being that a basic transaction on Ethereum has a 21,000 gas limit while more complex smart contracts (ie ICOs, crypto[insert animal], token transfers, airdrops, spam drops, staking payouts etc) require a higher limit. (Note: this metric uses the assumed gas cost calculation of: IF ETH = $1000, THEN 21000 gas will cost 0.00000002 1000 21000 = 0.42 dollars, which is $0.42 cents USD). | Keywords: eth, gas, smart contract, fee, transaction, gwei
ETH Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
Fee Ratio Multiple Ratios (FRM) Paradigm Transaction Fees Measuring the distance for PoW chains to sustain security levels solely through transaction fees Why is FR important? The vast majority of crypto assets employ disinflationary monetary policies, whereby the rate of issuance declines geometrically. Read more here: https://medium.com/coinmonks/introducing-fee-ratio-multiple-frm-1eada9ac9bec | Keywords: pow, proof, mining, security, hash, fee
Framework Securities Regulation Cryptocurrencies Coincenter research Keywords: asset, token, howey, fork, airdrop, ico, pre, burn, mine, distribution, decentralization, profit
Game Theory How to Destroy Bitcoin Bletchley academic Keywords: network, attack, blockchain, selfish, stubborn, mining, 51, percent, academic
Global Macro Trends Cryptocurrencies Element Group research Keywords: asset, management, correction, volatility, bitcoin, dispersion, futures, geopolitical
Incentive Compatibility on the Blockchain Bank of Canada research Keywords: mining, miner, pow, bitcoin, double, spend, block, reward
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Introducing Fee Ratio Multiple CryptoChat research Keywords: btc, security, budget, block, reward, transaction, fees, frm, ratio, multiple, lightning, utxo, miner
Is Bitcoin Really Untethered University of Texas research Keywords: ustd, stablecoin, peg, trading volume, wash trading, correlation, fiat
Key World Energy Statistics International Energy Agency research Keywords: electricity, energy, mining, hashpower, hashrate
MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, average, convergence, divergence, excel
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
PolyShard Coded Sharding Achieves Linearly Scaling Efficiency Security DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
Price Predictions Cryptosheets model Keywords: metrics, indicators, forecast, excel
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution National Bureau of Economic Research research Keywords: valuation, analysis, modeling, portfolio management, performance
Routing Cryptocurrency with Spider Network DTR Research academic Keywords: scale, scaling, layer, transaction, speed, bitcoin, blockchain, throughput, lightning
RSI ATR MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, excel
Scalability Interoperability and Sustainability of Blockchains European Union Blockchain Forum research we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. | Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Sortino Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, risk, adjusted, volatility, excel
Sprites and State Channels Payment Networks Faster than Lightning DTR Research academic Keywords: scale, scaling, layer, transaction, speed, eth, bitcoin, blockchain
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Token Mania Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Trading volumes vs volatility Paradigm Volatility Examining the relationship between BTC trading volumes and multi-period volatility | Keywords: vol, correlation, price discovery
Volatility Spreadsheet Cryptosheets model Keywords: metrics, indicators, vol, deviation, historical, excel
YTD Rolling Returns - BTC, ETH vs Large & Mid Caps Paradigm Performance Year to date cumulative rolling daily returns 2019 opened with Ethereum plunging over 50% before putting in a double bottom. While most highly correlated ERC20 tokens suffered equal or worse damage, BTC, large and mid cap crypto benchmarks proved more resilient. Dispersion gave way to correlation as ETH rebounded strongly heading into the summer. Note: you can use the zoom selector from the toolbox to zoom individually for each chart. | Keywords: roi, returns, performance, ytd, cumulative, benchmark, index
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Events

A method to query data for historical events across projects, industry developments, regulatory enforcement actions, milestone developments and more.

https://api.paradigmapi.com/v1/paradigm/events-all

Parameter Description Required Type Example
Date Query based off of a specific value for date false string 2019-03-17
Event Query based off of a specific value for event false string (SNM) SONM Exchange update
Description Query based off of a specific value for description false string Delisting from Liqui
Event Category Query based off of a specific value for eventCategory false string regulatory
Event Type Query based off of a specific value for eventType false string Digital Assets/Initial Coin Offerings
Country Query based off of a specific value for country false string usa
Symbol Query based off of a specific value for symbol or symbols using csv (BTC) false string ETH
URL Query based off of a specific value for url false string

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View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
Analysis and Outlook of Applications of Blockchain Technology to Equity Crowdfunding in China Shanghai University research Keywords: asia, ico, capital formation, sto, securities, regulation
Application of FinCENs Regulations to Persons Administering Exchanging Using Virtual Currencies FINCEN regulatory Keywords: regulation, policy, law, exchange
Blockchain Adoption in Capital Markets - 2018 Greenwich Associates research Keywords: adoption, institutional investors,
Blockchain by Cisco Build Trust Based Business Networks Cisco research Keywords: corporate, enterprise, dlt, adoption
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
CFTC RFI Cryptoasset Mechanics and Markets Consensys regulatory Keywords: regulation
CFTC RFI Cryptoasset Mechanics and Markets Circle Research regulatory Keywords: regulation
CFTC RFI Token Compensation Agreements Perkins & Coie regulatory Keywords: regulation
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
Cryptocurrencies Venture Into The Unknown Cambridge Associates research Keywords: adoption, institutional investors
Customer Advisory Use Caution Buying Digital Coins Tokens CFTC regulatory Keywords: regulation, ico, fraud, risk
Decision Of The Singapore International Commercial Court B2C2 Ltd V Quoine Pte Ltd Singapore International Criminal Court regulatory Keywords: legal, precedent, court, judge, arbitration, qash
Distributed Ledger Technology Beyond Blockchain UK Office for Science research Keywords: disrupt, policy, innovation, labor force, adoption, socioeconomics
Emerging Markets Bitcoin Volumes Paradigm Global Adoption Tracking Bitcoin activity and usage in volatile emerging markets While growth trends of Bitcoin usage in emerging markets are more difficult to discern than the headlines would indicate, the clearest activity patterns emerge as spikes in reaction to local regulatory announcements. The explosion of volume in China immediately prior to and following the Chinese government’s announcement banning all ICO related activity in early September of 2017 is perhaps the most notable. | Keywords: local, venezuela, iran, brazil, south africa, brl, fiat, embargo, sanction, adoption, inflation, vef, monetary policy, china
Guidance on Cryptoassets UK FCA regulatory This paper looks at where cryptoassets would be considered ‘Specified Investments’ under the Regulated Activities Order (RAO),3 ‘Financial Instruments’ such as ‘Transferable Securities’ under the Markets in Financial Instruments Directive II (MiFID II),4 or captured under the Payment Services Regulations (PSRs), 5 or the E-Money Regulations (EMRs).6 It also covers where cryptoassets would not be considered ‘Specified Investments’ under the RAO. | Keywords: mifid, rao, securities, regulation, classification, oversight, taxonomy
Guidelines Regarding Regulatory Framework ICO FINMA regulatory Keywords: initial, regulation, legal, switzerland, aml, launder
Initial Coin Offerings Ernst Young regulatory Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
LabCFTC Primer Smart Contracts CFTC regulatory Keywords: regulation, compliance, smart, contract, risk, case, governance
LabCFTC Primer Virtual Currencies CFTC regulatory Keywords: regulation, ico, fraud, risk
Legal Aspects Smart Contracts Applications Perkins & Coie research Keywords: regulation
Legal Guidelines Smart Derivatives Contracts Introduction ISDA research Keywords: regulation
Proposed Framework for Crypto Asset Trading Platforms Joint Canadian Securities Administrators regulatory Keywords: policy, regulation, clearing, oversight, law, integration
Proposed Framework for Crypto-Asset Trading Platforms Joint Canadian Securities Administrators regulatory The purpose of this joint CSA/IIROC Consultation Paper (the Consultation Paper) is to seek feedback from the financial technology (fintech) community, market participants, investors and other stakeholders on how requirements may be tailored for Platforms operating in Canada whose operations engage securities law. We intend to use this feedback to establish a framework that provides regulatory clarity to Platforms, addresses risks to investors and creates greater market integrity. | Keywords: canada, investment industry, regulatory, framework, consultation, trading, advisory, exchanges
Regulating Cryptocurrencies Assessing Market Reactions Bank Of International Settlements research Keywords: regulation, aml, kyc, bitcoin, interoperability
Regulatory Sandbox Lessons Learned Report UK FCA regulatory Keywords: regulatory, regulation
Regulatory Treatment ICO FINMA regulatory Keywords: initial, regulation, legal, switzerland
Scalability Interoperability and Sustainability of Blockchains European Union Blockchain Forum research we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. | Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Scenario Timelines - Large Cap vs. Mid Cap Paradigm Scenario Comparing performance of benchmarks through various impact event scenarios Scenario analysis can be a valuable risk management tool, especially when robust data provides more accurate and statistically significant insights. While shorter on an absolute basis, the crypto timeline accelerates at a velocity with no precedent. Our crypto events database provides a rich scenario backdrop against which to build and calibrate our risk models. | Keywords: benchmark, scenario, events, stress
Six Control Principles Financial Services Blockchains Deloitte research Keywords: governance, regulation, smart, contract, interoperability, audit, cybersecurity
Smart Contracts and Distributed Ledger Legal Perspective ISDA research Keywords: regulation
Smart Derivatives Contracts From Concept to Construction ISDA research Keywords: regulation
State Digital Currency Principles Framework Coincenter research Keywords: crypto, regulation, bill, policy, transmit, legislation, aml, launder
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Treatment of Bitcoin Under US Property Law Perkins & Coie research Keywords: regulation
Twelve Crypto Moments to Review 2018 Skew Research research Keywords: timeline, events, recap, 2018
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Liquidity

A method to query historical data for global BTC order books including bid/ask spreads for multiple tiers of order and trade size including small lot, round lot and block size. Data returned includes the market maker’s respective spread at the different order size tiers for dozens of exchanges including their avg and also ratios for what the spread for a small transaction would be vs the largest.

https://api.paradigmapi.com/v1/paradigm/metrics-spread-his

Parameter Description Required Type Example
Date Date false string 2019-01-01
Bitfinex Avg The average bid/ask spread of all trade sizes at Bitfinex false number
Bitfinex Block The average bid/ask spread for Block trades at Bitfinex false number
Bitfinex Round Lot The average bid/ask spread for Round lot trades at Bitfinex false number
Bitfinex Small Lot The average bid/ask spread for Small lot trades at Bitfinex false number
Bitfinex Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at Bitfinex false number
Bitstamp Avg The average bid/ask spread for all trade sizes at Bitstamp false number
Bitstamp Block The average bid/ask spread for Block trades at Bitstamp false number
Bitstamp Round Lot The average bid/ask spread for Round lot trades at Bitstamp false number
Bitstamp Small Lot The average bid/ask spread for Small lot trades at Bitstamp false number
Bitstamp Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at Bitstamp false number
BTCE Avg The average bid/ask spread for all trade sizes at BTCE false number
BTCE Block The average bid/ask spread for Block trades at BTCE false number
BTCE Round Lot The average bid/ask spread for Round lot trades at BTCE false number
BTCE Small Lot The average bid/ask spread for Small lot trades at BTCE false number
BTCE Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at BTCE false number
Coinbase Avg The average bid/ask spread for all trade sizes at Coinbase false number
Coinbase Block The average bid/ask spread for Block trades at Coinbase false number
Coinbase Round Lot The average bid/ask spread for Round lot trades at Coinbase false number
Coinbase Small Lot The average bid/ask spread for Small lot trades at Coinbase false number
Coinbase Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at Coinbase false number
Gemini Avg The average bid/ask spread for all trade sizes at Gemini false number
Gemini Block The average bid/ask spread for Block trades at Gemini false number
Gemini Round Lot The average bid/ask spread for Round lot trades at Gemini false number
Gemini Small Lot The average bid/ask spread for Small lot trades at Gemini false number
Gemini Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at Gemini false number
ItBit Avg The average bid/ask spread for all trade sizes at ItBit false number
ItBit Block The average bid/ask spread for Block trades at ItBit false number
ItBit Round Lot The average bid/ask spread for Round lot trades at ItBit false number
ItBit Small Lot The average bid/ask spread for Small lot trades at ItBit false number
ItBit Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at ItBit false number
LakeBTC Avg The average bid/ask spread for all trade sizes at LakeBTC false number
LakeBTC Block The average bid/ask spread for Block trades at LakeBTC false number
LakeBTC Round Lot The average bid/ask spread for Round lot trades at LakeBTC false number
LakeBTC Small Lot The average bid/ask spread for Small lot trades at LakeBTC false number
LakeBTC Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at LakeBTC false number
OKCoin Avg The average bid/ask spread for all trade sizes at OKCoin false number
OKCoin Block The average bid/ask spread for Block trades at OKCoin false number
OKCoin Round Lot The average bid/ask spread for Round lot trades at OKCoin false number
OKCoin Small Lot The average bid/ask spread for Small lot trades at OKCoin false number
OKCoin Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at OKCoin false number
Others Avg The average bid/ask spread for all trade sizes at Other exchanges false number
Others Block The average bid/ask spread for Block trades at Other exchanges false number
Others Round Lot The average bid/ask spread for Round lot trades at Other exchanges false number
Others Small Lot The average bid/ask spread for Small lot trades at Other exchanges false number
Others Small/Block Ratio Ratio of the average bid/ask spread for Small lot vs Block trades at Other exchanges false number

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
  • Build data into content for websites and apps
  • Embed example widgets & charts into your published articles or research.
  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 SIFMA Fact Book SIFMA regulatory Keywords: securities, trading volume, bonds, equities, fixed income, municipals, corporate, abs, mbs, agency, treasury
Application of FinCENs Regulations to Persons Administering Exchanging Using Virtual Currencies FINCEN regulatory Keywords: regulation, policy, law, exchange
Are Cryptoassets Highly Correlated Binance research Keywords: pattern, flows, trend, sentiment, herd
Binance Coin Analysis and Valuation MultiCoin Capital research Keywords: bnb, dex, burn, profit, yield, exchange, utility, token, discount
Bitcoin Futures Volumes Paradigm Derivatives Tracking activity, volumes and positioning in regulated crypto futures markets The introduction of regulated futures markets for Bitcoin was a widely anticipated and overhyped event. Difficult to argue there was no impact on the price from the introduction of a derivative instrument designed to provide traders with the ability to short and bet against the price of Bitcoin. As markets mature, the ability to hedge using futures will likely see the overall market continue to grow. | Keywords: cme, derivatives, futures, contract, swap, options, hedge, institutional, cftc, cboe, trading, volume
Bitwise Asset Management Analysis of Real Bitcoin Trade Volume Bitwise research Keywords: wash trading, exchanges, flows, order books, trading volume
BTC Market Depth Spreads - Bitfinex Paradigm Liquidity Average bid/offer spreads by order size as a liquidity proxy Liquidity is often measured as a function of what impact a given size trade has on an existing market price. As volatility increases, market makers (ie exchanges) become increasingly less willing to make markets on either side given the potential for higher downside risk. This is especially true as evidenced from the difference in market spreads for a 0 BTC, 10 BTC or 100 BTC size trade (small lot, round lot, block). | Keywords: liquidity, orderbook, trading, volume, oddlot
CCCAGG Data Index Methodology Cryptocompare research Keywords: exchange, trading volume, benchmark
CFIX Cryptocurrency Methodology Bloomberg research Keywords: reference, exchange, rate, pricing, bloomberg
Circle Asset Framework Circle Research research Keywords: exchange, listing
Crypto Exchange Tokens Paradigm Exchange Tokens Relative market cap of native exchange tokens Crypto exchange tokens used to pay platform and trading fees have witnessed varying success with Binance (BNB) clearly standing out from the rest. Despite known issues concerning conflict of interest, security and market manipulation the paper trail of revenues and associated cashflows make exchange platforms a more ‘familiar’ economic model for most traditional investors. | Keywords: exchange, fees, rewards, trading, binance
Cryptocompare Exchange Review Cryptocompare research Keywords: exchange, listing, trading, liquidity
Exchange Liquidity Whitepaper Conventure Research research Keywords: wash trading, exchanges, flows, order books, trading volume
Exchange Review February 2019 Cryptocompare research Keywords: trading, volume, flows, order book, liquidity, wash trading
GDAX Digital Asset Framework GDAX research Keywords: exchange, taxonomy, qualifications
Global Trading Volumes vs Market Cap Paradigm Trading Volume Aggregate USD volume vs global mkt cap Crypto trading volume data is notoriously inaccurate, fake, misleading and unreliable yet it remains an important metric for market participants. Do you trust crypto market trading volumes? | Keywords: global, trading volume, fake, exchange
How Does Crypto OTC Actually Work Circle Research research Keywords: trading, institutional, volume
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Investing With Cryptocurrencies A Liquidity Constrained Approach CRIX Crypto Index research Keywords: valuation, depth, order books, spread, slippage
Is Bitcoin Really Untethered University of Texas research Keywords: ustd, stablecoin, peg, trading volume, wash trading, correlation, fiat
Market Liquidity Discussion Paper DTCC research Keywords: custody, dtcc, clearing, liquidity, depth
Proposed Framework for Crypto Asset Trading Platforms Joint Canadian Securities Administrators regulatory Keywords: policy, regulation, clearing, oversight, law, integration
Proposed Framework for Crypto-Asset Trading Platforms Joint Canadian Securities Administrators regulatory The purpose of this joint CSA/IIROC Consultation Paper (the Consultation Paper) is to seek feedback from the financial technology (fintech) community, market participants, investors and other stakeholders on how requirements may be tailored for Platforms operating in Canada whose operations engage securities law. We intend to use this feedback to establish a framework that provides regulatory clarity to Platforms, addresses risks to investors and creates greater market integrity. | Keywords: canada, investment industry, regulatory, framework, consultation, trading, advisory, exchanges
Pump And Dump Wall Street Journal research Keywords: wash, ico, scam, trading volume, scheme
Q3 Quarterly Report Coingecko research Keywords: crypto, bitcoin, blockchain, social, sentiment, exchange, volume, ico, node, nft, event, contract
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
UniSwap Activity Covalent Defi Tracking reserve balances vs. trading volume Growth of ‘decentralized’ liquidity protocols have seen increased volumes following substantial venture capital investment in 2018. | Keywords: defi, dex, uniswap, reserves, trading volume, liquidity, dapp
Whats Next Blockchain CB Insights research Keywords: stable, security, sto, fungible, nft, dlt, ledger, privacy, ico, smart, contract, exchange
View additional resources including FAQs, tutorials, sample templates, models and pricing information.
  • CHECK API STATUS

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Benchmarks Current

A method to query current price and technical indicator data for various crypto benchmarks including indices and reference rates. Data returned includes traditional transformations and metrics over extensive periods and intervals including SMA, Volatility and Variance.

https://api.paradigmapi.com/v1/paradigm/benchmark-cur

Parameter Description Required Type Example
datetimeUTC Query based off of a specific value for datetimeUTC false string
benchmark Query based off of a specific value for benchmark group (ie Bitwise) false string Bitwise
symbol Query based off of a specific value for symbol or symbols using csv (bitwise10) false string bitwise10
value Query based off of a specific value for value false number
change1 Query based off of a specific value for change1 false number 0.1:
change5 Query based off of a specific value for change5 false number 0.1:
change7 Query based off of a specific value for change7 false number 0.1:
change10 Query based off of a specific value for change10 false number 0.1:
change20 Query based off of a specific value for change20 false number 0.1:
change30 Query based off of a specific value for change30 false number 0.1:
change50 Query based off of a specific value for change50 false number 0.1:
change90 Query based off of a specific value for change90 false number 0.1:
change180 Query based off of a specific value for change180 false number 0.1:
change365 Query based off of a specific value for change365 false number 0.1:
sma5 Simple moving average for the trailing 5 periods (usually days) false number
sma7 Simple moving average for the trailing 7 periods (usually days) false number
sma10 Simple moving average for the trailing 10 periods (usually days) false number
sma20 Simple moving average for the trailing 20 periods (usually days) false number
sma30 Simple moving average for the trailing 30 periods (usually days) false number
sma50 Simple moving average for the trailing 50 periods (usually days) false number
sma100 Simple moving average for the trailing 100 periods (usually days) false number
sma200 Simple moving average for the trailing 200 periods (usually days) false number
sma365 Simple moving average for the trailing 365 periods (usually days) false number
var5 Query based off of a specific value for var5 false number 2:
var7 Query based off of a specific value for var7 false number 2:
var10 Query based off of a specific value for var10 false number 2:
var20 Query based off of a specific value for var20 false number 2:
var30 Query based off of a specific value for var30 false number 2:
var50 Query based off of a specific value for var50 false number 2:
vol5 Query based off of a specific value for vol5 false number :5
vol7 Query based off of a specific value for vol7 false number :5
vol10 Query based off of a specific value for vol10 false number :5
vol20 Query based off of a specific value for vol20 false number :5
vol30 Query based off of a specific value for vol30 false number :5
vol50 Query based off of a specific value for vol50 false number :5

Click to load the console!

How Do I Use This Data?
  • Pull data into spreadsheet templates, dashboards and models
  • Visualize complex data sets using our widget engine
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  • To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A Blockchain Research Framework Business & Information Systems Engineering academic Keywords: methodology, study
A First Econometric Analysis Of The CRIX Family CRIX Crypto Index research Keywords: valuation, index, benchmark, methodology, cryptoeconomics
A Model of CryptoCurrencies Princeton academic Keywords: model, valuation, ico, bubble
Accomplice VC Crypto Market Map Accomplice VC research Keywords: venture capital, taxonomy
Accounting For Venezuelan Hyperinflation in Portfolio Risk Models Bloomberg research Keywords: inflation, deflation, dictator, portfolio management
An Index For Investing In Blockchain Based Cryptocurrencies CRIX Crypto Index research Keywords: benchmark, performance
Asset Highlight Ether Cryptoscores research Keywords: valuation, metric, primer, smart, contract, eth, sharding, stake, consensus, return
ATR Spreadsheet Cryptosheets model Keywords: metrics, indicators, range, average, excel
BAT Token ATH Comparisons Paradigm Historical Performance Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. | Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance Paradigm Benchmarks Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. | Keywords: roi, performance, returns, index
Bitcoin Economics Parts 1 2 3 5 Bitmex research Keywords: cryptoeconomics, valuation
Bitcoin Futures Volumes Paradigm Derivatives Tracking activity, volumes and positioning in regulated crypto futures markets The introduction of regulated futures markets for Bitcoin was a widely anticipated and overhyped event. Difficult to argue there was no impact on the price from the introduction of a derivative instrument designed to provide traders with the ability to short and bet against the price of Bitcoin. As markets mature, the ability to hedge using futures will likely see the overall market continue to grow. | Keywords: cme, derivatives, futures, contract, swap, options, hedge, institutional, cftc, cboe, trading, volume
Bitcoin Rolling 2019 YTD Performance Paradigm Performance Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. | Keywords: roi, returns, performance, ytd, cumulative
Bitwise Crypto Index Methodology Bitwise research Keywords: framework, benchmark, model
Bitwise The Case For Crypto In An Institutional Portfolio Bitwise research Keywords: asset allocation, investing, risk management
Bitwise The Case For Diversification Within Crypto Investing Bitwise research Keywords: portfolio, risk management, asset allocation, benchmark
Blockchain by Cisco Build Trust Based Business Networks Cisco research Keywords: corporate, enterprise, dlt, adoption
Bloomberg Galaxy Crypto Index Fact Sheet Bloomberg research Keywords: bcgi
Bloomberg Galaxy Crypto Index Methodology Bloomberg research Keywords: bcgi, benchmark
Bloomberg Galaxy Crypto Index Rebalancing Bloomberg research Keywords: bcgi
Breaking Blockchain Open Deloitte research Keywords: survey, enterprise, private, adoption
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
BTC Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
BTC MVRV Ratio Paradigm Network Value Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. | Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models Paradigm Network Value Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. | Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
BTC Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
CCCAGG Data Index Methodology Cryptocompare research Keywords: exchange, trading volume, benchmark
Consumer Tokens Framework Version1 Brooklyn Project research Keywords: taxonomy, classification
Crypto Asset Post Trade Processing of Tokenized Securities Whitepaper DTCC research Keywords: custody, dtcc, clearing, sto, securities, institutional
Crypto Index Introduction Slides CRIX Crypto Index research Keywords: benchmark, performance, methodology, crix
Crypto Utopia Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto Week in Review 8.24.2018 Satis Group periodical Keywords: performance
Cryptoassets Venture into the Unknown Cambridge Associates research Keywords: blockchain, startups, fund, strategies, token, distribution, ico, institutional
CryptoUtopia Autonomous NEXT research Keywords: venture capital, ico, hype, taxonomy
ETH Monthly Price Changes Paradigm Historical Performance 30D price percentage changes | Keywords: roi, performance, returns, roi
ETH Weekly Price Changes Paradigm Historical Performance 7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. | Keywords: roi, performance, returns, roi
FCAS Report ZEC Flipside Crypto research Keywords: flipside, valuation, rating, repo, github, developer, codebase
Framework for Investment Contract Analysis of Digital Assets SEC regulatory https://www.sec.gov/corpfin/framework-investment-contract-analysis-digital-assets | Keywords: sec, regulator, valuation, taxonomy, howey, framework, methodology, ico, securities, law, classification, dapp
From Hype to Reality A Taxonomy of Blockchain Applications Karlsruthe Institute of Technology research Keywords: framework, classification, category, valuation, model
GDAX Digital Asset Framework GDAX research Keywords: exchange, taxonomy, qualifications
Guidance on Cryptoassets UK FCA regulatory This paper looks at where cryptoassets would be considered ‘Specified Investments’ under the Regulated Activities Order (RAO),3 ‘Financial Instruments’ such as ‘Transferable Securities’ under the Markets in Financial Instruments Directive II (MiFID II),4 or captured under the Payment Services Regulations (PSRs), 5 or the E-Money Regulations (EMRs).6 It also covers where cryptoassets would not be considered ‘Specified Investments’ under the RAO. | Keywords: mifid, rao, securities, regulation, classification, oversight, taxonomy
How Does Crypto OTC Actually Work Circle Research research Keywords: trading, institutional, volume
Immaturity of Tokenized Value Capture Mechanisms Felipe Gaucho Pereira research There’s a good degree of consensus around the overvaluation of assets in the market; a lot of decent discussions around valuation methodologies aiming to frame the madness; but not much rational talk about the root issue: do cryptoassets really capture the value of something, at all? | Keywords: intrinsic, accretion, creation, wealth, definition
Information Content Of Pre Open Social Media For Market Returns Pluribus Labs Research research Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Initial Coin Offerings Ernst Young regulatory Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
Investing With Cryptocurrencies A Liquidity Constrained Approach CRIX Crypto Index research Keywords: valuation, depth, order books, spread, slippage
ITIFC Index Guide MV Index Solutions research The index is passive, capitalisation weighted, capped; providing a diversified, long-term and non-speculative investment approach based on a list of crypto assets from the top 30 market leaders. | Keywords: benchmark, methodology, passive, portfolio
Leveraging the Cryptoeconomic Machine Aenigma Capital Research research Keywords: valuation, token, utility, intrinsic, fundamental, velocity
MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, average, convergence, divergence, excel
MakerDAO DAI Deep Dive 51percent research research Keywords: maker, dai, mkr, stablecoin, cdp, valuation, governance, defi
Moving forward with macroprudential frameworks Bank Of International Settlements research Keywords: regulatory, banking, policy, methodology, legal, systemic
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
Price Predictions Cryptosheets model Keywords: metrics, indicators, forecast, excel
Pricing Cryptocurrency Options The Case Of CRIX And Bitcoin CRIX Crypto Index research Keywords: derviatives, options, analysis, hedge, index, benchmark
Principles for Financial Benchmarks ISCO research This Report, which has been prepared by the IOSCO Board Level Task Force on Financial Market Benchmarks (Task Force), sets out IOSCO’s final Principles on Financial Benchmarks. The Task Force was created in light of investigations and enforcement actions regarding attempted manipulation of major interest rate Benchmarks and the fragility and integrity of their use and their impact on the real economy. | Keywords: methodology, framework, index, reference rates, libor, manipulation
Regulate or Not Overview Cryptographic Assets With Simultaneous Economic Properties Bravenewcoin research Keywords: bitcoin, blockchain, dlt, taxonomy, classification, investment, managers, use, case, protocol, tokens, basket, index, commodities, store, value
Republic Protocol Aenigma Capital Research research Keywords: valuation, republic, protocol, ren
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution National Bureau of Economic Research research Keywords: valuation, analysis, modeling, portfolio management, performance
RSI ATR MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, excel
Scalability Interoperability and Sustainability of Blockchains European Union Blockchain Forum research we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. | Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Scenario Timelines - Large Cap vs. Mid Cap Paradigm Scenario Comparing performance of benchmarks through various impact event scenarios Scenario analysis can be a valuable risk management tool, especially when robust data provides more accurate and statistically significant insights. While shorter on an absolute basis, the crypto timeline accelerates at a velocity with no precedent. Our crypto events database provides a rich scenario backdrop against which to build and calibrate our risk models. | Keywords: benchmark, scenario, events, stress
Sortino Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, risk, adjusted, volatility, excel
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Taxonomy Of Blockchain Tech Principles Of Identification And Classification Center for Blockchain Technologies research Keywords: immutable, identification, taxonomy, framework, org structure, governance
The Brooklyn Project Brooklyn Project research Keywords: taxonomy, classification
The Brooklyn Project Framework Version 1 Brooklyn Project research Keywords: taxonomy, classification
Token Mania Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Volatility Spreadsheet Cryptosheets model Keywords: metrics, indicators, vol, deviation, historical, excel
YTD Rolling Returns - BTC, ETH vs Large & Mid Caps Paradigm Performance Year to date cumulative rolling daily returns 2019 opened with Ethereum plunging over 50% before putting in a double bottom. While most highly correlated ERC20 tokens suffered equal or worse damage, BTC, large and mid cap crypto benchmarks proved more resilient. Dispersion gave way to correlation as ETH rebounded strongly heading into the summer. Note: you can use the zoom selector from the toolbox to zoom individually for each chart. | Keywords: roi, returns, performance, ytd, cumulative, benchmark, index
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Inflation

A method to query historical inflation data for a selection of top 500 crypto assets. Data is contingent on the underlying chain’s emission schedule, consensus model and additional factors and is thus subject to change. Data returned includes current, pctChg, absChg values for inflation, price, market cap, generated coins, supply and value of created coins.

https://api.paradigmapi.com/v1/paradigm/metrics-inflation-his

Parameter Description Required Type Example
Date Query based off of a specific value for Date false string 2019-01-01
Symbol Query based off of a specific value for symbol or symbols using csv (BTC) false string BTC
Price Query based off of a specific value for Price false number
Price ChgAbs Query based off of a specific value for Price ChgAbs false number
Price ChgPct Query based off of a specific value for Price ChgPct false number
Generated Query based off of a specific value for Generated false number
Generated ChgAbs Query based off of a specific value for Generated ChgAbs false number
Generated ChgPct Query based off of a specific value for Generated ChgPct false number
Inflation Query based off of a specific value for Inflation false number 1:
Inflation ChgAbs Query based off of a specific value for Inflation ChgAbs false number
Inflation ChgPct Query based off of a specific value for Inflation ChgPct false number
MarketCap Query based off of a specific value for MarketCap false number
MarketCap ChgAbs Query based off of a specific value for MarketCap ChgAbs false number
MarketCap ChgPct Query based off of a specific value for MarketCap ChgPct false number
Supply Query based off of a specific value for Supply false number
Supply ChgAbs Query based off of a specific value for Supply ChgAbs false number
Supply ChgPct Query based off of a specific value for Supply ChgPct false number
Value of Created Coins Query based off of a specific value for Value of Created Coins false number
Value of Created Coins ChgAbs Query based off of a specific value for Value of Created Coins ChgAbs false number
Value of Created Coins ChgPct Query based off of a specific value for Value of Created Coins ChgPct false number

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View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.
title source category description
2018 Annual Letter MultiCoin Capital research Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A Cost Of Production Model For Bitcoin Adam Hayes research Keywords: mining, profitability, PoW, value formation, electricity, kWh, breakevens
A First Econometric Analysis Of The CRIX Family CRIX Crypto Index research Keywords: valuation, index, benchmark, methodology, cryptoeconomics
A Model of CryptoCurrencies Princeton academic Keywords: model, valuation, ico, bubble
Accomplice VC Crypto Market Map Accomplice VC research Keywords: venture capital, taxonomy
Asset Highlight Ether Cryptoscores research Keywords: valuation, metric, primer, smart, contract, eth, sharding, stake, consensus, return
ATR Spreadsheet Cryptosheets model Keywords: metrics, indicators, range, average, excel
Barracuda Theoretical Analysis Power Polling Proof Stake Blockchains DTR Research academic Keywords: stochastic, network, protocol, throughput
Beyond Doomsday Economics of PoW Cryptocurrencies Bank Of International Settlements research Keywords: crypto, blockchain, mining, electricity, pow, pos, proof, ledger, bitcoin, history, digitalisation
Bitcoin Delta Cap Paradigm Network Value Assessing network value with DeltaCap DeltaCap is calculated through the following formula, measuring the difference between two long-term Bitcoin moving averages: DeltaCap = (RealizedCap - AverageCap). | Keywords: utxo, realized cap, market cap, holders, trend, outputs, unspent
Bitcoin Economics Parts 1 2 3 5 Bitmex research Keywords: cryptoeconomics, valuation
Block One EOS Primer Circle Research research Keywords: delegated, stake, blockchain, smart, contract, larimer
Blockchains and the Economic Institutions of Capitalism RMIT University research Keywords: disruption, cryptoeconomics, dlt, governance
BTC MVRV Ratio Paradigm Network Value Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. | Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models Paradigm Network Value Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). *Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. | Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
Cardano ADA Primer Circle Research research Keywords: stake, blockchain, smart, contract, iohk
Consumer Tokens Framework Version1 Brooklyn Project research Keywords: taxonomy, classification
Corporate Governance for Complex Cryptocurrencies Phillipp Hacker research Keywords: governance, icann, complexity theory, framework, vote
Crypto Utopia Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto War Games Decentralized Hostile Takeovers Coinigy research Keywords: merger, acquisition, mining, network, buyout
Cryptocurrencies Looking Beyond Hype Bank Of International Settlements research Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
CryptoUtopia Autonomous NEXT research Keywords: venture capital, ico, hype, taxonomy
Dandelion Lightweight Cryptocurrency Networking Formal Anonymity Guarantees DTR Research academic Keywords: privacy, blockchain, transaction, model, security, protocol, crypto
Decentralized Payment Systems Principles Designs DTR Research academic Keywords: blockchain, consensus, scalability, throughput, mining, sharding, latency, privacy
Deconstructing Blockchain to Approach Physical Limits DTR Research academic Keywords: base, protocol, consensus, throughput, latency, security, incentive
Discovering Bitcoins Network Topology Using Orphan Transactions DTR Research academic Keywords: fairness, robustness, network, attack, eclipse
FCAS Report ZEC Flipside Crypto research Keywords: flipside, valuation, rating, repo, github, developer, codebase
Fee Ratio Multiple Ratios (FRM) Paradigm Transaction Fees Measuring the distance for PoW chains to sustain security levels solely through transaction fees Why is FR important? The vast majority of crypto assets employ disinflationary monetary policies, whereby the rate of issuance declines geometrically. Read more here: https://medium.com/coinmonks/introducing-fee-ratio-multiple-frm-1eada9ac9bec | Keywords: pow, proof, mining, security, hash, fee
Framework for Investment Contract Analysis of Digital Assets SEC regulatory https://www.sec.gov/corpfin/framework-investment-contract-analysis-digital-assets | Keywords: sec, regulator, valuation, taxonomy, howey, framework, methodology, ico, securities, law, classification, dapp
Framework Securities Regulation Cryptocurrencies Coincenter research Keywords: asset, token, howey, fork, airdrop, ico, pre, burn, mine, distribution, decentralization, profit
From Hype to Reality A Taxonomy of Blockchain Applications Karlsruthe Institute of Technology research Keywords: framework, classification, category, valuation, model
Game Theory How to Destroy Bitcoin Bletchley academic Keywords: network, attack, blockchain, selfish, stubborn, mining, 51, percent, academic
GDAX Digital Asset Framework GDAX research Keywords: exchange, taxonomy, qualifications
General Taxonomy Cryptographic Assets Bravenewcoin research Keywords: classification, sector, hierarchy, protocol, dlt, basket
General Taxonomy Use Case Series Bravenewcoin research Keywords: classification, sector, hierarchy, protocol, dlt, basket
Guidance on Cryptoassets UK FCA regulatory This paper looks at where cryptoassets would be considered ‘Specified Investments’ under the Regulated Activities Order (RAO),3 ‘Financial Instruments’ such as ‘Transferable Securities’ under the Markets in Financial Instruments Directive II (MiFID II),4 or captured under the Payment Services Regulations (PSRs), 5 or the E-Money Regulations (EMRs).6 It also covers where cryptoassets would not be considered ‘Specified Investments’ under the RAO. | Keywords: mifid, rao, securities, regulation, classification, oversight, taxonomy
Historical PoW Inflation Trends Paradigm Inflation Comparing historical relative inflation trends for large cap assets Unlike conventional inflation measures including CPI, there is no central bank authority dictating, controlling or manipulating the target rate. Instead it is often set from genesis, defined in the governance protocol or established inside a dynamic decision making framework. Venezuela is a tragic reminder to carefully consider the difference between bankers & politicians vs. mathematical code. | Keywords: emission, supply, inflation, deflation, disinflation
Incentive Compatibility on the Blockchain Bank of Canada research Keywords: mining, miner, pow, bitcoin, double, spend, block, reward
Initial Coin Offerings Ernst Young regulatory Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
Investing With Cryptocurrencies A Liquidity Constrained Approach CRIX Crypto Index research Keywords: valuation, depth, order books, spread, slippage
Key World Energy Statistics International Energy Agency research Keywords: electricity, energy, mining, hashpower, hashrate
LabCFTC Primer Smart Contracts CFTC regulatory Keywords: regulation, compliance, smart, contract, risk, case, governance
Leveraging the Cryptoeconomic Machine Aenigma Capital Research research Keywords: valuation, token, utility, intrinsic, fundamental, velocity
MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, average, convergence, divergence, excel
MakerDAO DAI Deep Dive 51percent research research Keywords: maker, dai, mkr, stablecoin, cdp, valuation, governance, defi
NVT Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, network, transaction, excel
PoW Inflation Rates Paradigm Inflation Comparing relative inflation rates for large cap assets Inflation or ‘emission’ rates are an important dynamic in crypto asset valuation and can vary significantly across different consensus protocols and networks. | Keywords: emission, supply, inflation, deflation, disinflation
Power of prediction Experiment in Vote Buying The Block Crypto research Keywords: governance, chain, mechanism, design, augur, ark
Price Predictions Cryptosheets model Keywords: metrics, indicators, forecast, excel
Proof of Stake - Staking Yields Paradigm Stake Rewards Account concentration vs. annual staking yield Crypto assets with proof of stake consensus models and others that offer staking and reward functions are increasingly popular with traditional cross over investors. Similarities with equities including payouts (dividends) and delegated voting (shareholder proxy votes) are also well known and well regulated globally making them a familiar construct with existing precedent. Also similar can be the large concentrated holders who often wield an asymmetric imbalance of power over governance and reward distribution. | Keywords: stake, pos, dividend, reward, yield
QTUM Primer Circle Research research Keywords: stake, blockchain, smart, contract, quantum
Regulate or Not Overview Cryptographic Assets With Simultaneous Economic Properties Bravenewcoin research Keywords: bitcoin, blockchain, dlt, taxonomy, classification, investment, managers, use, case, protocol, tokens, basket, index, commodities, store, value
Republic Protocol Aenigma Capital Research research Keywords: valuation, republic, protocol, ren
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution National Bureau of Economic Research research Keywords: valuation, analysis, modeling, portfolio management, performance
RSI ATR MACD Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet Cryptosheets model Keywords: metrics, indicators, strength, technical, excel
Six Control Principles Financial Services Blockchains Deloitte research Keywords: governance, regulation, smart, contract, interoperability, audit, cybersecurity
Sortino Ratio Spreadsheet Cryptosheets model Keywords: metrics, indicators, risk, adjusted, volatility, excel
State of Blockchains Q2 2017 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018 Coindesk research Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Taxonomy for Cryptographic Assets Bravenewcoin research Keywords: classification, sector, hierarchy, protocol, dlt, basket
Taxonomy Of Blockchain Tech Principles Of Identification And Classification Center for Blockchain Technologies research Keywords: immutable, identification, taxonomy, framework, org structure, governance
The Brooklyn Project Brooklyn Project research Keywords: taxonomy, classification
The Brooklyn Project Framework Version 1 Brooklyn Project research Keywords: taxonomy, classification
Token Mania Autonomous NEXT research Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Volatility Spreadsheet Cryptosheets model Keywords: metrics, indicators, vol, deviation, historical, excel
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