The Binance Crypto Future Price Data by CoinAPI is for Crypto-currency futures price and volume data points. The data covers 718 Cryptocurrency pairs, starts in August 2020, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Binance.
+The Binance Crypto Future Price Data is for Crypto-currency futures price and volume data points. The data covers 718 Cryptocurrency pairs, starts in August 2020, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Binance.
The Binance Crypto Future Margin Rate Data dataset provides margin interest data to model margin costs.
diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/02 About the Provider.html new file mode 100644 index 0000000000..804790ea3a --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/02 About the Provider.html @@ -0,0 +1 @@ +Binance was founded by Changpeng Zhao in 2017 with the goal to "increase the freedom of money globally". Binance provides access to trading Crypto through spot markets and perpetual Futures. They serve clients with no minimum deposit when depositing Crypto. Binance also provides an NFT marketplace, a mining pool, and services to deposit Crypto coins in liquidity pools to earn rewards.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/03 Getting Started.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/03 Getting Started.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/03 Getting Started.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/04 Data Summary.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/04 Data Summary.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/04 Data Summary.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/04 Data Summary.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/05 Requesting Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/05 Requesting Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/05 Requesting Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/05 Requesting Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/06 Accessing Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/06 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/06 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/08 Remove Subscriptions.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/08 Remove Subscriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/08 Remove Subscriptions.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/08 Remove Subscriptions.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/09 Supported Assets.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/09 Supported Assets.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/09 Supported Assets.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/09 Supported Assets.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/98 Example Applications.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/metadata.json similarity index 80% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/metadata.json index a28ef75e84..6a8e04de71 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/metadata.json +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Binance Crypto Future Price Data/metadata.json @@ -1,12 +1,12 @@ { "type": "metadata", "values": { - "description": "Binance Crypto Future Price Data dataset from CoinAPI.", + "description": "Binance Crypto Future Price Data dataset from QuantConnect.", "keywords": "data, financial data, alternative dataset", - "og:description": "Binance Crypto Future Price Data dataset from CoinAPI.", + "og:description": "Binance Crypto Future Price Data dataset from QuantConnect.", "og:title": "Binance Crypto Future Price Data - Documentation QuantConnect.com", "og:type": "website", "og:site_name": "Binance Crypto Future Price Data - QuantConnect.com", - "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/coinapi/binance-crypto-future-price-data.png" + "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/quantconnect/binance-crypto-future-price-data.png" } } \ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/01 Introduction.html new file mode 100644 index 0000000000..7e43d04ba0 --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/01 Introduction.html @@ -0,0 +1,4 @@ +The Binance Crypto Price Data is for Cryptocurrency price and volume data points. The data covers 3,320 Cryptocurrency pairs, starts in July 2017, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Binance. +
+ +For more information about the Binance Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
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Binance was founded by Changpeng Zhao in 2017 with the goal to "increase the freedom of money globally". Binance provides access to trading Crypto through spot markets and perpetual Futures. They serve clients with no minimum deposit when depositing Crypto. Binance also provides an NFT marketplace, a mining pool, and services to deposit Crypto coins in liquidity pools to earn rewards.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/03 Getting Started.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/03 Getting Started.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/03 Getting Started.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/04 Data Summary.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/04 Data Summary.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/04 Data Summary.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/04 Data Summary.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/05 Requesting Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/05 Requesting Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/05 Requesting Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/05 Requesting Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/06 Accessing Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/06 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/06 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/08 Universe Selection.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/08 Universe Selection.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/08 Universe Selection.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/08 Universe Selection.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/09 Universe History.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/09 Universe History.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/09 Universe History.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/09 Universe History.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/10 Remove Subcriptions.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/10 Remove Subcriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/10 Remove Subcriptions.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/10 Remove Subcriptions.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/11 Supported Assets.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/11 Supported Assets.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/11 Supported Assets.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/11 Supported Assets.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/98 Example Applications.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/metadata.json similarity index 72% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/metadata.json index 83ff24426c..a3dcb51fb8 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/metadata.json +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 Binance Crypto Price Data/metadata.json @@ -1,12 +1,12 @@ { "type": "metadata", "values": { - "description": "Binance Crypto Price Data dataset from CoinAPI.", + "description": "Binance Crypto Price Data dataset from QuantConnect.", "keywords": "data, financial data, alternative dataset", - "og:description": "Binance Crypto Price Data dataset from CoinAPI.", + "og:description": "Binance Crypto Price Data dataset from QuantConnect.", "og:title": "Binance Crypto Price Data - Documentation QuantConnect.com", "og:type": "website", "og:site_name": "Binance Crypto Price Data - QuantConnect.com", - "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/coinapi/binance-crypto-price-data.png" + "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/quantconnect/binance-crypto-price-data.png" } } \ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/01 Introduction.html new file mode 100644 index 0000000000..5389259d3f --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/01 Introduction.html @@ -0,0 +1,3 @@ +The Binance US Crypto Price Data is for Cryptocurrency price and volume data points. The data covers 604 Cryptocurrency pairs, starts in October 2019, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Binance US.
+ +For more information about the Binance US Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/02 About the Provider.html new file mode 100644 index 0000000000..804790ea3a --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/02 About the Provider.html @@ -0,0 +1 @@ +
Binance was founded by Changpeng Zhao in 2017 with the goal to "increase the freedom of money globally". Binance provides access to trading Crypto through spot markets and perpetual Futures. They serve clients with no minimum deposit when depositing Crypto. Binance also provides an NFT marketplace, a mining pool, and services to deposit Crypto coins in liquidity pools to earn rewards.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/03 Getting Started.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/03 Getting Started.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/03 Getting Started.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/04 Data Summary.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/04 Data Summary.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/04 Data Summary.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/04 Data Summary.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/05 Requesting Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/05 Requesting Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/05 Requesting Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/05 Requesting Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/06 Accessing Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/06 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/06 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/08 Universe Selection.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/08 Universe Selection.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/08 Universe Selection.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/08 Universe Selection.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/09 Universe History.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/09 Universe History.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/09 Universe History.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/09 Universe History.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/10 Remove Subscriptions.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/10 Remove Subscriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/10 Remove Subscriptions.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/10 Remove Subscriptions.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/11 Supported Assets.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/11 Supported Assets.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/11 Supported Assets.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/11 Supported Assets.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/98 Example Applications.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/metadata.json similarity index 82% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/metadata.json index dad19afe38..c2d923732a 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/metadata.json +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Binance US Crypto Price Data/metadata.json @@ -1,12 +1,12 @@ { "type": "metadata", "values": { - "description": "Binance US Crypto Price Data dataset from CoinAPI.", + "description": "Binance US Crypto Price Data dataset from QuantConnect.", "keywords": "data, financial data, alternative dataset", - "og:description": "Binance US Crypto Price Data dataset from CoinAPI.", + "og:description": "Binance US Crypto Price Data dataset from QuantConnect.", "og:title": "Binance US Crypto Price Data - Documentation QuantConnect.com", "og:type": "website", "og:site_name": "Binance US Crypto Price Data - QuantConnect.com", - "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/coinapi/binance-us-crypto-price-data.png" + "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/quantconnect/binance-us-crypto-price-data.png" } } \ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/01 Introduction.html new file mode 100644 index 0000000000..3fa9096c5a --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/01 Introduction.html @@ -0,0 +1,4 @@ +The Bitfinex Crypto Price Data is for Cryptocurrency price and volume data points. The data covers 570 Cryptocurrency pairs, starts in January 2013, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Bitfinex. +
+ +For more information about the Bitfinex Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/02 About the Provider.html new file mode 100644 index 0000000000..d0c6444440 --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/02 About the Provider.html @@ -0,0 +1 @@ +
Bitfinex was founded by Giancarlo Devasini and Raphael Nicolle in 2012 with the goal to "give our users the ultimate cryptocurrency trading experience". Bitfinex provides access to trading Crypto for clients outside prohibited jurisdictions with no minimum deposit to set up an account. If you fund your account with fiat currency, they enforce a 10,000 minimum for USD, EUR, and GBP. However, if you fund your account with Crypto, they do not enforce a minimum deposit. Bitfinex also provides Crypto staking, a mobile app, and an unrealized profit leaderboard for the traders on the platform. Bitfinex has always been at the forefront of technological innovation in digital asset trading.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/03 Getting Started.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/03 Getting Started.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/03 Getting Started.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/04 Data Summary.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/04 Data Summary.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/04 Data Summary.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/04 Data Summary.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/05 Requesting Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/05 Requesting Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/05 Requesting Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/05 Requesting Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/06 Accessing Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/06 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/06 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/08 Universe Selection.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/08 Universe Selection.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/08 Universe Selection.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/08 Universe Selection.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/09 Universe History.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/09 Universe History.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/09 Universe History.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/09 Universe History.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/10 Remove Subscriptions.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/10 Remove Subscriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/10 Remove Subscriptions.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/10 Remove Subscriptions.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/11 Supported Assets.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/11 Supported Assets.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/11 Supported Assets.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/11 Supported Assets.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/98 Example Applications.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/metadata.json similarity index 82% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/metadata.json index 09862354f2..f863879f66 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/metadata.json +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 Bitfinex Crypto Price Data/metadata.json @@ -1,12 +1,12 @@ { "type": "metadata", "values": { - "description": "Bitfinex Crypto Price Data dataset from CoinAPI.", + "description": "Bitfinex Crypto Price Data dataset from QuantConnect.", "keywords": "data, financial data, alternative dataset", - "og:description": "Bitfinex Crypto Price Data dataset from CoinAPI.", + "og:description": "Bitfinex Crypto Price Data dataset from QuantConnect.", "og:title": "Bitfinex Crypto Price Data - Documentation QuantConnect.com", "og:type": "website", "og:site_name": "Bitfinex Crypto Price Data - QuantConnect.com", - "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/coinapi/bitfinex-crypto-price-data.png" + "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/quantconnect/bitfinex-crypto-price-data.png" } } \ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/01 Introduction.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/01 Introduction.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/01 Introduction.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/02 About the Provider.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/02 About the Provider.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/02 About the Provider.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/03 Getting Started.html 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Requesting Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/05 Requesting Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/05 Requesting Data.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/06 Accessing Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/06 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/06 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/08 Remove Subscriptions.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/08 Remove Subscriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/08 Remove Subscriptions.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/08 Remove Subscriptions.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/09 Supported Assets.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/09 Supported Assets.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/09 Supported Assets.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/09 Supported Assets.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/98 Example Applications.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/metadata.json similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/02 Bybit Crypto Future Margin Rate Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/06 Bybit Crypto Future Margin Rate Data/metadata.json diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/01 Introduction.html similarity index 60% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/01 Introduction.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/01 Introduction.html index 74f199f4cb..1977db82c2 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/01 Introduction.html +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/01 Introduction.html @@ -1,4 +1,4 @@ -The Bybit Crypto Future Price Data by CoinAPI is for Cryptocurrency Futures price and volume data points. The data covers 631 Cryptocurrency pairs, starts in August 2020, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Bybit.
+The Bybit Crypto Future Price Data is for Cryptocurrency Futures price and volume data points. The data covers 631 Cryptocurrency pairs, starts in August 2020, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Bybit.
The Bybit Crypto Future Margin Rate Data dataset provides margin interest rate data to model margin costs.
diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/02 About the Provider.html new file mode 100644 index 0000000000..058876a035 --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/02 About the Provider.html @@ -0,0 +1 @@ +Bybit was co-founded by Ben Zhou in March 2018 with the goal to offer a professional platform where Crypto traders can find an ultra-fast matching engine, excellent customer service, and multilingual community support. Bybit provides access to trading Crypto and Crypto Futures for clients outside of excluded jurisdictions with low minimum deposits to set up an account. For more information about Crypto and fiat deposits, see the Bybit documentation. Bybit also provides Crypto staking, initial DEX offerings, and community airdrops.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/03 Getting Started.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/03 Getting Started.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/03 Getting Started.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/04 Data Summary.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/04 Data Summary.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/04 Data Summary.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/04 Data Summary.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/05 Requesting Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/05 Requesting Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/05 Requesting Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/05 Requesting Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/06 Accessing Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/06 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/06 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/08 Remove Subscriptions.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/08 Remove Subscriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/08 Remove Subscriptions.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/08 Remove Subscriptions.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/09 Supported Assets.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/09 Supported Assets.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/09 Supported Assets.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/09 Supported Assets.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/98 Example Applications.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/metadata.json similarity index 81% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/metadata.json index 8e325d994b..bc30e8b93e 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/metadata.json +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 Bybit Crypto Future Price Data/metadata.json @@ -1,12 +1,12 @@ { "type": "metadata", "values": { - "description": "Bybit Crypto Future Price Data dataset from CoinAPI.", + "description": "Bybit Crypto Future Price Data dataset from QuantConnect.", "keywords": "data, financial data, alternative dataset", - "og:description": "Bybit Crypto Future Price Data dataset from CoinAPI.", + "og:description": "Bybit Crypto Future Price Data dataset from QuantConnect.", "og:title": "Bybit Crypto Future Price Data - Documentation QuantConnect.com", "og:type": "website", "og:site_name": "Bybit Crypto Future Price Data - QuantConnect.com", - "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/coinapi/bybit-crypto-future-price-data.png" + "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/quantconnect/bybit-crypto-future-price-data.png" } } \ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/01 Introduction.html new file mode 100644 index 0000000000..c26bf00874 --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/01 Introduction.html @@ -0,0 +1,3 @@ +The Bybit Crypto Price Data is for Cryptocurrency price and volume data points. The data covers 956 Cryptocurrency pairs, starts in July 2017, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Bybit.
+ +For more information about the Bybit Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/02 About the Provider.html new file mode 100644 index 0000000000..058876a035 --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/02 About the Provider.html @@ -0,0 +1 @@ +
Bybit was co-founded by Ben Zhou in March 2018 with the goal to offer a professional platform where Crypto traders can find an ultra-fast matching engine, excellent customer service, and multilingual community support. Bybit provides access to trading Crypto and Crypto Futures for clients outside of excluded jurisdictions with low minimum deposits to set up an account. For more information about Crypto and fiat deposits, see the Bybit documentation. Bybit also provides Crypto staking, initial DEX offerings, and community airdrops.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/03 Getting Started.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/03 Getting Started.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/03 Getting Started.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/04 Data Summary.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/04 Data Summary.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/04 Data Summary.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/04 Data Summary.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/05 Requesting Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/05 Requesting Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/05 Requesting Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/05 Requesting Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/06 Accessing Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/06 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/06 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/08 Universe Selection.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/08 Universe Selection.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/08 Universe Selection.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/08 Universe Selection.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/09 Universe History.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/09 Universe History.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/09 Universe History.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/09 Universe History.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/10 Remove Subscriptions.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/10 Remove Subscriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/10 Remove Subscriptions.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/10 Remove Subscriptions.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/11 Supported Assets.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/11 Supported Assets.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/11 Supported Assets.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/11 Supported Assets.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/98 Example Applications.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/metadata.json similarity index 73% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/metadata.json index 6c891d23a5..e6efd707df 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/metadata.json +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/08 Bybit Crypto Price Data/metadata.json @@ -1,12 +1,12 @@ { "type": "metadata", "values": { - "description": "Bybit Crypto Price Data dataset from CoinAPI.", + "description": "Bybit Crypto Price Data dataset from QuantConnect.", "keywords": "data, financial data, alternative dataset", - "og:description": "Bybit Crypto Price Data dataset from CoinAPI.", + "og:description": "Bybit Crypto Price Data dataset from QuantConnect.", "og:title": "Bybit Crypto Price Data - Documentation QuantConnect.com", "og:type": "website", "og:site_name": "Bybit Crypto Price Data - QuantConnect.com", - "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/coinapi/bybit-crypto-price-data.png" + "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/quantconnect/bybit-crypto-price-data.png" } } \ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/03 CFD Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/09 CFD Data/01 Introduction.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/03 CFD Data/01 Introduction.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/09 CFD Data/01 Introduction.html diff --git a/03 Writing Algorithms/14 Datasets/02 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Datasets/02 QuantConnect/10 Cash Indices/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Cash Indices/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/10 Cash Indices/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Cash Indices/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/10 Cash Indices/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Cash Indices/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/10 Cash Indices/metadata.json similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/04 Cash Indices/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/10 Cash Indices/metadata.json diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/01 Introduction.html new file mode 100644 index 0000000000..00773d46bd --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/01 Introduction.html @@ -0,0 +1,4 @@ +The Coinbase Crypto Price Data provides Cryptocurrency price and volume data points. The data covers 970 Cryptocurrency pairs, starts in January 2015, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Coinbase. +
+ +For more information about the Coinbase Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/02 About the Provider.html new file mode 100644 index 0000000000..1ef18a174d --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/02 About the Provider.html @@ -0,0 +1 @@ +
Coinbase was founded by Brian Armstrong and Fred Ehrsam in 2012 with the goal to "increase economic freedom in the world". Coinbase provides access to trading Crypto for clients in over 100 countries with no minimum deposit. Coinbase also provides a self-hosted Crypto wallet, a Visa debit rewards card, and Bitcoin collateral-backed lines of credit.
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Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/metadata.json similarity index 82% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/metadata.json index 6c216a4161..6c50e70145 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/metadata.json +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/11 Coinbase Crypto Price Data/metadata.json @@ -1,12 +1,12 @@ { "type": "metadata", "values": { - "description": "Coinbase Crypto Price Data dataset from CoinAPI.", + "description": "Coinbase Crypto Price Data dataset from QuantConnect.", "keywords": "data, financial data, alternative dataset", - "og:description": "Coinbase Crypto Price Data dataset from CoinAPI.", + "og:description": "Coinbase Crypto Price Data dataset from QuantConnect.", "og:title": "Coinbase Crypto Price Data - Documentation QuantConnect.com", "og:type": "website", "og:site_name": "Coinbase Crypto Price Data - QuantConnect.com", - "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/coinapi/coinbase-crypto-price-data.png" + "og:image": "https://cdn.quantconnect.com/docs/i/writing-algorithms/datasets/quantconnect/coinbase-crypto-price-data.png" } } \ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/05 FOREX Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/12 FOREX Data/01 Introduction.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/05 FOREX Data/01 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Future Universe/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 International Future Universe/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/14 International Future Universe/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/07 International Future Universe/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/14 International Future Universe/metadata.json similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/07 International Future Universe/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/14 International Future Universe/metadata.json diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/01 Introduction.html new file mode 100644 index 0000000000..cfdace456a --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/01 Introduction.html @@ -0,0 +1,3 @@ +The Kraken Crypto Price Data provides Cryptocurrency price and volume data points. The data covers 1,262 Cryptocurrency pairs, starts in October 2013, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on the Cryptocurrency markets/exchanges supported by QuantConnect.
+ +For more information about the Kraken Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/02 About the Provider.html new file mode 100644 index 0000000000..78921152e1 --- /dev/null +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/02 About the Provider.html @@ -0,0 +1 @@ +
Kraken was founded by Jesse Powell in 2011 with the goal to "accelerate the adoption of cryptocurrency so that you and the rest of the world can achieve financial freedom and inclusion". Kraken provides access to trading Crypto through spot and Futures markets for clients with a minimum deposit of around $0-$150 USD for currency and Crypto deposits. Kraken also provides staking services, educational content, and a developer grant program.
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Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/metadata.json b/03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/metadata.json similarity index 72% rename from 03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/metadata.json rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/metadata.json index be3aabd19d..15ceb84ee4 100644 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/metadata.json +++ b/03 Writing Algorithms/14 Datasets/02 QuantConnect/15 Kraken Crypto Price Data/metadata.json @@ -1,12 +1,12 @@ { "type": "metadata", "values": { - "description": "Kraken Crypto Price Data dataset from CoinAPI.", + "description": "Kraken Crypto Price Data dataset from QuantConnect.", "keywords": "data, 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Universe/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/03 Getting Started.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/03 Getting Started.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/03 Getting Started.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/04 Data Summary.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/04 Data Summary.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/04 Data Summary.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/04 Data Summary.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/05 Specification Over Time.html b/03 Writing Algorithms/14 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Universe/07 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/07 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/07 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/08 Historical Data.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/08 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/08 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/08 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/09 Supported Assets.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/09 Supported Assets.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/09 Supported Assets.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/09 Supported Assets.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/98 Example Applications.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/02 QuantConnect/16 US Index Option Universe/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/02 QuantConnect/24 US Index Option Universe/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 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Introduction.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/01 Introduction.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/01 Introduction.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/01 Introduction.html diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/02 About the Provider.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/02 About the Provider.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/02 About the Provider.html diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/03 Getting Started.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/03 Getting Started.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/03 Getting Started.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/03 Getting Started.html diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/04 Data Summary.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/04 Data Summary.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/04 Data Summary.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/04 Data Summary.html diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/05 Requesting Data.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/05 Requesting Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/05 Requesting Data.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/05 Requesting Data.html diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/06 Accessing Data.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/06 Accessing Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/06 Accessing Data.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/08 Remove Subscriptions.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/08 Remove Subscriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/08 Remove Subscriptions.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/08 Remove Subscriptions.html diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/98 Example Applications.html similarity index 55% rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/98 Example Applications.html index 2c6f5290e0..e510176714 100644 --- a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/98 Example Applications.html +++ b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/98 Example Applications.html @@ -117,7 +117,7 @@using System.Text.RegularExpressions;
-public class BenzingaNewsDataAlgorithm : QCAlgorithm
+
+namespace QuantConnect.Algorithm.CSharp
{
- public override void Initialize()
+ public class BenzingaNewsDataAlgorithm : QCAlgorithm
{
- SetStartDate(2024, 9, 1);
- SetEndDate(2024, 12, 31);
- SetCash(100000);
-
- AddUniverseSelection(
- new ManualUniverseSelectionModel(
- QuantConnect.Symbol.Create("AAPL", SecurityType.Equity, Market.USA)
- ));
-
- AddAlpha(new BenzingaAlphaModel());
-
- SetPortfolioConstruction(new EqualWeightingPortfolioConstructionModel());
-
- AddRiskManagement(new NullRiskManagementModel());
-
- SetExecution(new ImmediateExecutionModel());
+ public override void Initialize()
+ {
+ SetStartDate(2024, 9, 1);
+ SetEndDate(2024, 12, 31);
+ SetCash(100000);
+
+ AddUniverseSelection(
+ new ManualUniverseSelectionModel(
+ QuantConnect.Symbol.Create("AAPL", SecurityType.Equity, Market.USA)
+ ));
+
+ AddAlpha(new BenzingaAlphaModel());
+
+ SetPortfolioConstruction(new EqualWeightingPortfolioConstructionModel());
+
+ AddRiskManagement(new NullRiskManagementModel());
+
+ SetExecution(new ImmediateExecutionModel());
+ }
}
-}
-public class BenzingaAlphaModel : AlphaModel
-{
- private Dictionary<Symbol, SymbolData> _symbolDataBySymbol = new Dictionary<Symbol, SymbolData>();
- // A custom word-score map for calculating the total sentiment score
- private Dictionary<string, int> _wordScores = new Dictionary<string, int>(){
- {"good", 1}, {"great", 1}, {"best", 1}, {"growth", 1},
- {"bad", -1}, {"terrible", -1}, {"worst", -1}, {"loss", -1}
- };
-
- public override IEnumerable<Insight> Update(QCAlgorithm algorithm, Slice slice)
+ public class BenzingaAlphaModel : AlphaModel
{
- var insights = new List<Insight>();
-
- foreach (var kvp in _symbolDataBySymbol)
+ private List< Security> _securities = [];
+ // A custom word-score map for calculating the total sentiment score
+ private readonly Dictionary< string, int> _wordScores = new(){
+ {"good", 1}, {"great", 1}, {"best", 1}, {"growth", 1},
+ {"bad", -1}, {"terrible", -1}, {"worst", -1}, {"loss", -1}
+ };
+
+ public override IEnumerable< Insight> Update(QCAlgorithm algorithm, Slice slice)
{
- var symbol = kvp.Key;
- var symbolData = kvp.Value;
-
- if (slice.ContainsKey(symbolData.benzingaSymbol))
- {
- // Assign a sentiment score to the news article by specific word appearance scoring
- var contentWords = slice[symbolData.benzingaSymbol].Contents.ToLower();
+ var insights = new List< Insight> ();
+
+ foreach (var (benzingaSymbol, newsItem) in slice.Get< BenzingaNews> ())
+ {
+ var security = algorithm.Securities[benzingaSymbol.Underlying];
+ var contentWords = newsItem.Contents.ToLower();
var score = 0;
+
foreach (var entry in _wordScores)
{
- score += (Regex.Matches(contentWords, entry.Key).Count * entry.Value);
+ score += Regex.Matches(contentWords, entry.Key).Count * entry.Value;
}
- symbolData.targetDirection = score > 0 ? InsightDirection.Up : InsightDirection.Flat;
- }
-
-
- // Ensure we have security data in the current Slice to avoid stale filling
- if (!(slice.ContainsKey(symbol) && slice[symbol] != null && !slice[symbol].IsFillForward))
- {
- continue;
+ var targetDirection = score > 0 ? InsightDirection.Up : InsightDirection.Flat;
+ security.Set("TargetDirection", targetDirection);
}
- // Buy or sell if the sentiment has changed from our current holdings
- if (symbolData.currentDirection != symbolData.targetDirection)
+ // Generate insights based on direction changes
+ foreach (var security in _securities)
{
- insights.Add(Insight.Price(symbol, TimeSpan.FromDays(14), symbolData.targetDirection));
- symbolData.currentDirection = symbolData.targetDirection;
+ if (!(slice.ContainsKey(security) && slice[security] != null && !slice[security].IsFillForward)) continue;
+
+ var targetDirection = security.Get< InsightDirection> ("TargetDirection");
+
+ // Buy or sell if the sentiment has changed from our current holdings
+ if (security.Get< InsightDirection> ("CurrentDirection") != targetDirection)
+ {
+ insights.Add(Insight.Price(security, TimeSpan.FromDays(14), targetDirection));
+ security.Set("CurrentDirection", targetDirection);
+ }
}
+ return insights;
}
- return insights;
- }
- public override void OnSecuritiesChanged(QCAlgorithm algorithm, SecurityChanges changes)
- {
- foreach (var security in changes.AddedSecurities)
+ public override void OnSecuritiesChanged(QCAlgorithm algorithm, SecurityChanges changes)
{
- var symbol = security.Symbol;
- _symbolDataBySymbol.Add(symbol, new SymbolData(algorithm, symbol));
- }
+ foreach (var security in changes.AddedSecurities)
+ {
+ // Requesting data to obtain the updated news for sentiment score calculation
+ var benzingaSymbol = algorithm.AddData< BenzingaNews> (security.Symbol).Symbol;
+ security.Set("CurrentDirection", InsightDirection.Flat);
+ security.Set("TargetDirection", InsightDirection.Flat);
- foreach (var security in changes.RemovedSecurities)
- {
- var symbol = security.Symbol;
- if (_symbolDataBySymbol.ContainsKey(symbol))
+ // Historical data
+ var history = algorithm.History< BenzingaNews> (benzingaSymbol, 14, Resolution.Daily);
+ algorithm.Debug($"We got {history.Count()} items from our history request");
+ _securities.Add(security);
+ security.Set("BenzingaSymbol", benzingaSymbol);
+ }
+
+ foreach (var security in changes.RemovedSecurities)
{
- _symbolDataBySymbol[symbol].dispose();
- _symbolDataBySymbol.Remove(symbol);
+ if (_securities.Contains(security))
+ {
+ algorithm.RemoveSecurity(security.Get< Symbol> ("BenzingaSymbol"));
+ _securities.Remove(security);
+ }
}
}
}
-}
-
-
-public class SymbolData
-{
- private QCAlgorithm _algorithm;
- public Symbol benzingaSymbol;
- public InsightDirection currentDirection = InsightDirection.Flat;
- public InsightDirection targetDirection = InsightDirection.Flat;
-
-
- public SymbolData(QCAlgorithm algorithm, Symbol symbol)
- {
- _algorithm = algorithm;
-
- // Requesting data to obtain the updated news for sentiment score calculation
- benzingaSymbol = algorithm.AddData<BenzingaNews>(symbol).Symbol;
-
- // Historical data
- var history = algorithm.History<BenzingaNews>(benzingaSymbol, 14, Resolution.Daily);
- algorithm.Debug($"We got {history.Count()} items from our history request");
- }
-
- public void dispose()
- {
- // Unsubscribe from the Benzinga feed for this security to release computational resources
- _algorithm.RemoveSecurity(benzingaSymbol);
- }
}
\ No newline at end of file
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rename to 03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/99 Data Point Attributes.html
diff --git a/03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/metadata.json b/03 Writing Algorithms/14 Datasets/06 Benzinga/01 Benzinga News Feed/metadata.json
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rename from 03 Writing Algorithms/14 Datasets/07 Benzinga/01 Benzinga News Feed/metadata.json
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diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/00.json b/03 Writing Algorithms/14 Datasets/06 CoinAPI/00.json
deleted file mode 100644
index d5700893f0..0000000000
--- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/00.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
- "type": "landing",
- "heading": "CoinAPI",
- "subHeading": "",
- "content": "CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
", - "alsoLinks": [], - "featureShortDescription": {} -} \ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/02 About the Provider.html deleted file mode 100644 index c51b4598d7..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/01 Binance Crypto Future Price Data/02 About the Provider.html +++ /dev/null @@ -1 +0,0 @@ -CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/01 Introduction.html deleted file mode 100644 index bead407407..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/01 Introduction.html +++ /dev/null @@ -1,4 +0,0 @@ -The Binance Crypto Price Data by CoinAPI is for Cryptocurrency price and volume data points. The data covers 3,320 Cryptocurrency pairs, starts in July 2017, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Binance. -
- -For more information about the Binance Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/02 About the Provider.html deleted file mode 100644 index c51b4598d7..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/02 Binance Crypto Price Data/02 About the Provider.html +++ /dev/null @@ -1 +0,0 @@ -
CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/01 Introduction.html deleted file mode 100644 index c188d7a6ca..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/01 Introduction.html +++ /dev/null @@ -1,3 +0,0 @@ -The Binance US Crypto Price Data by CoinAPI is for Cryptocurrency price and volume data points. The data covers 604 Cryptocurrency pairs, starts in October 2019, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Binance US.
- -For more information about the Binance US Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/02 About the Provider.html deleted file mode 100644 index c51b4598d7..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/03 Binance US Crypto Price Data/02 About the Provider.html +++ /dev/null @@ -1 +0,0 @@ -
CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/01 Introduction.html deleted file mode 100644 index c8a6463ffb..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/01 Introduction.html +++ /dev/null @@ -1,4 +0,0 @@ -The Bitfinex Crypto Price Data by CoinAPI is for Cryptocurrency price and volume data points. The data covers 570 Cryptocurrency pairs, starts in January 2013, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Bitfinex. -
- -For more information about the Bitfinex Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/02 About the Provider.html deleted file mode 100644 index c51b4598d7..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/04 Bitfinex Crypto Price Data/02 About the Provider.html +++ /dev/null @@ -1 +0,0 @@ -
CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/02 About the Provider.html deleted file mode 100644 index c51b4598d7..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/05 Bybit Crypto Future Price Data/02 About the Provider.html +++ /dev/null @@ -1 +0,0 @@ -CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/01 Introduction.html deleted file mode 100644 index 46046d8900..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/01 Introduction.html +++ /dev/null @@ -1,3 +0,0 @@ -The Bybit Crypto Price Data by CoinAPI is for Cryptocurrency price and volume data points. The data covers 956 Cryptocurrency pairs, starts in July 2017, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Bybit.
- -For more information about the Bybit Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/02 About the Provider.html deleted file mode 100644 index c51b4598d7..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/06 Bybit Crypto Price Data/02 About the Provider.html +++ /dev/null @@ -1 +0,0 @@ -
CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/01 Introduction.html deleted file mode 100644 index dbbacbd978..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/01 Introduction.html +++ /dev/null @@ -1,4 +0,0 @@ -The Coinbase Crypto Price Data by CoinAPI provides Cryptocurrency price and volume data points. The data covers 970 Cryptocurrency pairs, starts in January 2015, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on Coinbase. -
- -For more information about the Coinbase Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/02 About the Provider.html deleted file mode 100644 index c51b4598d7..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/07 Coinbase Crypto Price Data/02 About the Provider.html +++ /dev/null @@ -1 +0,0 @@ -
CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/01 Introduction.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/01 Introduction.html deleted file mode 100644 index 20afea6abb..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/01 Introduction.html +++ /dev/null @@ -1,3 +0,0 @@ -The Kraken Crypto Price Data by CoinAPI provides Cryptocurrency price and volume data points. The data covers 1,262 Cryptocurrency pairs, starts in October 2013, and is delivered on any frequency from tick to daily. This dataset is created by monitoring the trading activity on the Cryptocurrency markets/exchanges supported by QuantConnect.
- -For more information about the Kraken Crypto Price Data dataset, including CLI commands and pricing, see the dataset listing.
\ No newline at end of file diff --git a/03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/02 About the Provider.html b/03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/02 About the Provider.html deleted file mode 100644 index c51b4598d7..0000000000 --- a/03 Writing Algorithms/14 Datasets/06 CoinAPI/08 Kraken Crypto Price Data/02 About the Provider.html +++ /dev/null @@ -1 +0,0 @@ -
CoinAPI was founded by Artur Pietrzyk in 2016 with the goal of providing real-time and historical cryptocurrency market data, collected from hundreds of exchanges. CoinAPI provides access to Cryptocurrencies for traders, market makers, and developers building third-party applications.
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Wikipedia Page Views/06 Accessing Data.html diff --git a/03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/07 Historical Data.html b/03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/07 Historical Data.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/07 Historical Data.html rename to 03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/07 Historical Data.html diff --git a/03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/08 Remove Subscriptions.html b/03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/08 Remove Subscriptions.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/08 Remove Subscriptions.html rename to 03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/08 Remove Subscriptions.html diff --git a/03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/98 Example Applications.html b/03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/98 Example Applications.html similarity index 52% rename from 03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/98 Example Applications.html rename to 03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/98 Example Applications.html index c9ec06f1a4..c6c4604306 100644 --- a/03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/98 Example Applications.html +++ b/03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/98 Example Applications.html @@ -134,12 +134,13 @@from AlgorithmImports import *
import math
+
class BrainWikipediaPageViewsFrameworkRankingAlgorithm(QCAlgorithm):
def initialize(self) -> None:
- self.set_start_date(2025, 1, 1)
- self.set_end_date(2025, 11, 23)
+ self.set_start_date(2024, 9, 1)
+ self.set_end_date(2024, 12, 31)
self.set_cash(100000)
-
+ self.settings.seed_initial_prices = True
self.universe_settings.resolution = Resolution.DAILY
# Universe: pick liquid names
@@ -150,7 +151,7 @@ Framework Algorithm Example
self.schedule.on(
self.date_rules.every_day(),
self.time_rules.at(9, 0),
- alpha.emit_insights
+ lambda: alpha.emit_insights(self)
)
self.set_portfolio_construction(InsightWeightingPortfolioConstructionModel())
@@ -161,7 +162,7 @@ Framework Algorithm Example
def _select(self, fundamental: List[Fundamental]) -> List[Symbol]:
# Liquid universe
- filtered = [c for c in fundamental if c.market_cap and c.price > 10]
+ filtered = [c for c in fundamental if c.has_fundamental_data and c.price > 10]
filtered.sort(key=lambda c: c.dollar_volume, reverse=True)
# Keep it manageable
@@ -170,316 +171,182 @@ Framework Algorithm Example
class BrainWikipediaPageViewsRankingAlpha(AlphaModel):
def __init__(self):
- self.symbol_data_by_symbol = {}
- self.symbol_by_dataset_symbol = {}
-
- # Cache latest score per equity symbol
- self.latest_scores = {} # Symbol -> float
- self.last_score_date = None # date of the latest cache refresh (algorithm.time.date())
-
- # Store algorithm reference for scheduled emission
- self.algorithm = None
+ self._securities = []
def update(self, algorithm: QCAlgorithm, slice: Slice) -> List[Insight]:
- self.algorithm = algorithm
-
points = slice.get(BrainWikipediaPageViews)
- if points is None:
+ if not points:
return []
- for point in points.values():
- # Map dataset symbol -> equity symbol
- if point.symbol not in self.symbol_by_dataset_symbol:
- continue
+ for brain_symbol, point in points.items():
+ security = algorithm.securities[brain_symbol.underlying]
- sym = self.symbol_by_dataset_symbol[point.symbol]
+ number_of_views = point.number_views_1 if point.number_views_1 else 0
+ buzz_1_day = point.buzz_1 if point.buzz_1 else 0
- number_of_views = point.NumberViews1 if point.NumberViews1 else 0
- buzz1day = point.Buzz1 if point.Buzz1 else 0
-
- score = buzz1day + math.sqrt(number_of_views)
- self.latest_scores[sym] = score
-
- self.last_score_date = algorithm.time.date()
+ score = buzz_1_day + math.sqrt(number_of_views)
+ security.score = score
return []
- def emit_insights(self) -> None:
- algorithm = self.algorithm
- if not algorithm:
+ def emit_insights(self, algorithm: QCAlgorithm) -> None:
+ # Collect securities with a non-zero score
+ securities = [security for security in self._securities if security.score]
+ if not securities:
return
- if self.last_score_date != algorithm.time.date():
- return
+ # Rank by score and emit weighted bullish insights
+ securities.sort(key=lambda security: security.score, reverse=True)
- paired = []
- for sym, sc in self.latest_scores.items():
- sec = algorithm.securities.get(sym)
- if sec is None or not sec.has_data or sec.price is None or sec.price <= 0:
- continue
- if sc == 0:
- continue
- paired.append((sym, sc))
-
- if not paired:
- return
-
- # Rank (higher is better)
- paired.sort(key=lambda x: x[1], reverse=True)
-
- n = len(paired)
- ranks = list(range(n, 0, -1)) # best gets largest rank
- denom = sum(ranks)
+ n = len(securities)
+ denom = n * (n + 1) / 2.0
insights = []
- for i, (sym, sc) in enumerate(paired):
- weight = ranks[i] / denom
- insights.append(
- Insight.price(sym, timedelta(days=7), InsightDirection.UP, None, None, None, weight)
- )
+ for i, security in enumerate(securities):
+ rank = n - i
+ insights.append(Insight.price(security, timedelta(7), InsightDirection.UP, weight=rank / denom))
- # Emit insights into the framework
algorithm.emit_insights(insights)
def on_securities_changed(self, algorithm: QCAlgorithm, changes: SecurityChanges) -> None:
for security in changes.added_securities:
- symbol = security.symbol
- if symbol in self.symbol_data_by_symbol:
- continue
-
- sd = SymbolData(algorithm, symbol)
- self.symbol_data_by_symbol[symbol] = sd
- self.symbol_by_dataset_symbol[sd.dataset_symbol] = symbol
-
- for security in changes.removed_securities:
- symbol = security.symbol
-
- sd = self.symbol_data_by_symbol.pop(symbol, None)
- if sd is not None:
- sd.dispose()
-
- to_remove = None
- for ds_sym, eq_sym in self.symbol_by_dataset_symbol.items():
- if eq_sym == symbol:
- to_remove = ds_sym
- break
- if to_remove is not None:
- self.symbol_by_dataset_symbol.pop(to_remove, None)
+ # Subscribe to custom data and store dataset symbol via duck typing
+ dataset = algorithm.add_data(BrainWikipediaPageViews, security, Resolution.DAILY)
+ security.wiki_data = dataset
+ security.score = 0.0
- self.latest_scores.pop(symbol, None)
+ # Fetch historical data
+ history = algorithm.history(dataset, 365, Resolution.DAILY)
+ algorithm.debug(f"We got {len(history)} items from our history request")
+ # Track this security
+ self._securities.append(security)
-class SymbolData:
- def __init__(self, algorithm: QCAlgorithm, symbol: Symbol):
- self.algorithm = algorithm
-
- # Subscribe to Brain Wikipedia Page Views metrics for this equity symbol
- self.dataset_symbol = algorithm.add_data(BrainWikipediaPageViews, symbol, Resolution.DAILY).symbol
-
- history = algorithm.history(self.dataset_symbol, 365, Resolution.DAILY)
- algorithm.debug(f"We got {len(history)} items from our history request for {symbol}")
+ for security in changes.removed_securities:
+ # Unsubscribe from custom data
+ algorithm.remove_security(security.wiki_data)
- def dispose(self):
- # Unsubscribe custom data subscription
- self.algorithm.remove_security(self.dataset_symbol)
+ # Remove from tracking
+ if security in self._securities:
+ self._securities.remove(security)
public class BrainWikipediaPageViewsFrameworkRankingAlgorithm : QCAlgorithm
-{
- public override void Initialize()
- {
- SetStartDate(2025, 1, 1);
- SetEndDate(2025, 11, 23);
- SetCash(100000);
-
- UniverseSettings.Resolution = Resolution.Daily;
-
- AddUniverse(f => f
- .Where(c => c.HasFundamentalData && c.Price > 10)
- .OrderByDescending(c => c.DollarVolume)
- .Take(50)
- .Select(c => c.Symbol));
-
- var alpha = new BrainWikipediaPageViewsRankingAlpha();
- AddAlpha(alpha);
-
- Schedule.On(
- DateRules.EveryDay(),
- TimeRules.At(9, 0),
- alpha.EmitInsights
- );
-
- SetPortfolioConstruction(new InsightWeightingPortfolioConstructionModel());
- AddRiskManagement(new NullRiskManagementModel());
- SetExecution(new ImmediateExecutionModel());
-
- SetWarmUp(30, Resolution.Daily);
- }
-}
-
-public class BrainWikipediaPageViewsRankingAlpha : AlphaModel
-{
- private readonly Dictionary<Symbol, SymbolData> _symbolDataBySymbol = new();
- private readonly Dictionary<Symbol, Symbol> _symbolByDatasetSymbol = new();
-
- private readonly Dictionary<Symbol, double> _latestScores = new();
- private DateTime? _lastScoreDate;
-
- private QCAlgorithm _algorithm;
-
- public override IEnumerable<Insight> Update(QCAlgorithm algorithm, Slice slice)
- {
- _algorithm = algorithm;
-
- var points = slice.Get<BrainWikipediaPageViews>();
- if (points == null)
+ {
+ public override void Initialize()
{
- return Enumerable.Empty<Insight>();
+ SetStartDate(2024, 9, 1);
+ SetEndDate(2024, 12, 31);
+ SetCash(100000);
+ Settings.SeedInitialPrices = true;
+ UniverseSettings.Resolution = Resolution.Daily;
+
+ AddUniverse(f => f
+ .Where(c => c.HasFundamentalData && c.Price > 10)
+ .OrderByDescending(c => c.DollarVolume)
+ .Take(50)
+ .Select(c => c.Symbol));
+
+ var alpha = new BrainWikipediaPageViewsRankingAlpha();
+ AddAlpha(alpha);
+
+ Schedule.On(
+ DateRules.EveryDay(),
+ TimeRules.At(9, 0),
+ () => alpha.EmitInsights(this)
+ );
+
+ SetPortfolioConstruction(new InsightWeightingPortfolioConstructionModel());
+ AddRiskManagement(new NullRiskManagementModel());
+ SetExecution(new ImmediateExecutionModel());
+
+ SetWarmUp(30, Resolution.Daily);
}
+ }
- foreach (var kvp in points)
- {
- var dsSymbol = kvp.Key;
- var point = kvp.Value;
+ public class BrainWikipediaPageViewsRankingAlpha : AlphaModel
+ {
+ private readonly List<Security> _securities = [];
- if (!_symbolByDatasetSymbol.TryGetValue(dsSymbol, out var sym))
+ public override IEnumerable<Insight> Update(QCAlgorithm algorithm, Slice slice)
+ {
+ var points = slice.Get<BrainWikipediaPageViews>();
+ if (points == null)
{
- continue;
+ return [];
}
- var numberOfViews = point.NumberViews1.HasValue ? (double)point.NumberViews1.Value : 0.0;
- var buzz1day = point.Buzz1.HasValue ? (double)point.Buzz1.Value : 0.0;
-
- var score = buzz1day + Math.Sqrt(numberOfViews);
- _latestScores[sym] = score;
- }
-
- _lastScoreDate = algorithm.Time.Date;
+ foreach (var (brainSymbol, point) in points)
+ {
+ var security = algorithm.Securities[brainSymbol.Underlying];
- return Enumerable.Empty<Insight>();
- }
+ var numberOfViews = (double)(point.NumberViews1 ?? 0);
+ var buzz1day = (double)(point.Buzz1 ?? 0);
+ var score = buzz1day + Math.Sqrt(numberOfViews);
- public void EmitInsights()
- {
- var algorithm = _algorithm;
- if (algorithm == null)
- {
- return;
- }
+ security.Set("score", score);
+ }
- if (!_lastScoreDate.HasValue || _lastScoreDate.Value != algorithm.Time.Date)
- {
- return;
+ return [];
}
- var paired = new List<(Symbol Symbol, double Score)>();
- foreach (var kvp in _latestScores)
+ public void EmitInsights(QCAlgorithm algorithm)
{
- var sym = kvp.Key;
- var sc = kvp.Value;
-
- if (!algorithm.Securities.TryGetValue(sym, out var sec) || sec == null || !sec.HasData || sec.Price <= 0)
+ // Collect securities with a non-zero score
+ var securities = _securities.Where(security => security.Get<double>("score") != 0);
+ if (securities.IsNullOrEmpty())
{
- continue;
+ return;
}
- if (sc == 0)
- {
- continue;
- }
-
- paired.Add((sym, sc));
- }
-
- if (paired.Count == 0)
- {
- return;
- }
+ // Rank by score and emit weighted bullish insights
+ securities = securities.OrderByDescending(c => c.Get<double>("score"));
- paired.Sort((a, b) => b.Score.CompareTo(a.Score));
+ var number = securities.Count();
+ var denom = number * (number + 1) / 2.0;
- var n = paired.Count;
- var denom = n * (n + 1) / 2.0;
+ var insights = new List<Insight>(number);
+ for (var i = 0; i < number; i++)
+ {
+ var security = securities.ElementAt(i);
+ var rank = number - i;
+ var weight = rank / denom;
- var insights = new List<Insight>(n);
- for (int i = 0; i < n; i++)
- {
- var sym = paired[i].Symbol;
- var rank = n - i;
- var weight = rank / denom;
+ insights.Add(Insight.Price(security, TimeSpan.FromDays(7), InsightDirection.Up, weight: weight));
+ }
- insights.Add(Insight.Price(sym, TimeSpan.FromDays(7), InsightDirection.Up, null, null, null, weight));
+ algorithm.EmitInsights(insights.ToArray());
}
- algorithm.EmitInsights(insights.ToArray());
-
- }
-
- public override void OnSecuritiesChanged(QCAlgorithm algorithm, SecurityChanges changes)
- {
- foreach (var security in changes.AddedSecurities)
+ public override void OnSecuritiesChanged(QCAlgorithm algorithm, SecurityChanges changes)
{
- var symbol = security.Symbol;
- if (_symbolDataBySymbol.ContainsKey(symbol))
+ foreach (var security in changes.AddedSecurities)
{
- continue;
- }
+ // Subscribe to custom data and store dataset symbol via duck typing
+ var dataset = algorithm.AddData<BrainWikipediaPageViews>(security, Resolution.Daily);
+ security.Set("wiki_data", dataset.Symbol);
+ security.Set("score", 0.0);
- var sd = new SymbolData(algorithm, symbol);
- _symbolDataBySymbol[symbol] = sd;
- _symbolByDatasetSymbol[sd.DatasetSymbol] = symbol;
- }
-
- foreach (var security in changes.RemovedSecurities)
- {
- var symbol = security.Symbol;
+ // Fetch historical data
+ var history = algorithm.History<BrainWikipediaPageViews>(dataset, 365, Resolution.Daily);
+ algorithm.Debug($"We got {history.Count()} items from our history request for {security}");
- if (_symbolDataBySymbol.TryGetValue(symbol, out var sd))
- {
- _symbolDataBySymbol.Remove(symbol);
- sd.Dispose();
+ // Track this security
+ _securities.Add(security);
}
- Symbol toRemove = default;
- var found = false;
- foreach (var kvp in _symbolByDatasetSymbol)
+ foreach (var security in changes.RemovedSecurities)
{
- if (kvp.Value == symbol)
+ // Unsubscribe from custom data
+ var wikiData = security.Get<Symbol>("wiki_data");
+ algorithm.RemoveSecurity(wikiData);
+
+ // Remove from tracking
+ if (_securities.Contains(security))
{
- toRemove = kvp.Key;
- found = true;
- break;
+ _securities.Remove(security);
}
}
-
- if (found)
- {
- _symbolByDatasetSymbol.Remove(toRemove);
- }
-
- _latestScores.Remove(symbol);
}
- }
-}
-
-public class SymbolData
-{
- private readonly QCAlgorithm _algorithm;
- public Symbol DatasetSymbol { get; }
-
- public SymbolData(QCAlgorithm algorithm, Symbol symbol)
- {
- _algorithm = algorithm;
-
- DatasetSymbol = algorithm.AddData<BrainWikipediaPageViews>(symbol, Resolution.Daily).Symbol;
-
- var history = algorithm.History(DatasetSymbol, 365, Resolution.Daily);
- algorithm.Debug($"We got {history.Count()} items from our history request for {symbol}");
- }
-
- public void Dispose()
- {
- _algorithm.RemoveSecurity(DatasetSymbol);
- }
-}
+ }
The following example retrieves historical Brain Wikipedia Page Views data for Apple and prints the daily number of Wikipedia page views over the past six months.
diff --git a/03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/metadata.json b/03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/metadata.json similarity index 100% rename from 03 Writing Algorithms/14 Datasets/09 Brain/04 Brain Wikipedia Page Views/metadata.json rename to 03 Writing Algorithms/14 Datasets/08 Brain/04 Brain Wikipedia Page Views/metadata.json diff --git a/03 Writing Algorithms/14 Datasets/10 CoinGecko/00.json b/03 Writing Algorithms/14 Datasets/09 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Example Applications.html rename to 03 Writing Algorithms/14 Datasets/24 VIX Central/01 VIX Central Contango/98 Example Applications.html diff --git a/03 Writing Algorithms/14 Datasets/25 VIX Central/01 VIX Central Contango/99 Data Point Attributes.html b/03 Writing Algorithms/14 Datasets/24 VIX Central/01 VIX Central Contango/99 Data Point Attributes.html similarity index 100% rename from 03 Writing Algorithms/14 Datasets/25 VIX Central/01 VIX Central Contango/99 Data Point Attributes.html rename to 03 Writing Algorithms/14 Datasets/24 VIX Central/01 VIX Central Contango/99 Data Point Attributes.html diff --git a/03 Writing Algorithms/14 Datasets/25 VIX Central/01 VIX Central Contango/metadata.json b/03 Writing Algorithms/14 Datasets/24 VIX Central/01 VIX Central Contango/metadata.json similarity index 100% rename from 03 Writing Algorithms/14 Datasets/25 VIX Central/01 VIX Central Contango/metadata.json rename to 03 Writing Algorithms/14 Datasets/24 VIX Central/01 VIX Central Contango/metadata.json diff --git a/03 Writing Algorithms/28 Indicators/01 Supported Indicators/107 Swiss Army Knife/02 Using SWISS Indicator.html b/03 Writing Algorithms/28 Indicators/01 Supported Indicators/107 Swiss Army Knife/02 Using SWISS Indicator.html index 3435fdcd6c..4c28b8ca7b 100644 --- a/03 Writing Algorithms/28 Indicators/01 Supported Indicators/107 Swiss Army Knife/02 Using SWISS Indicator.html +++ b/03 Writing Algorithms/28 Indicators/01 Supported Indicators/107 Swiss Army Knife/02 Using SWISS Indicator.html @@ -19,6 +19,12 @@ // The current value of _swiss is represented by itself (_swiss) // or _swiss.Current.Value Plot("SwissArmyKnife", "swiss", _swiss); + // Plot all properties of abands + Plot("SwissArmyKnife", "gauss", _swiss.Gauss); + Plot("SwissArmyKnife", "butter", _swiss.Butter); + Plot("SwissArmyKnife", "highpass", _swiss.HighPass); + Plot("SwissArmyKnife", "twopolehighpass", _swiss.TwoPoleHighPass); + Plot("SwissArmyKnife", "bandpass", _swiss.BandPass); } } } @@ -31,7 +37,13 @@ if self._swiss.is_ready: # The current value of self._swiss is represented by self._swiss.current.value - self.plot("SwissArmyKnife", "swiss", self._swiss.current.value) + self.plot("SwissArmyKnife", "swiss", self._swiss.current.value) + # Plot all attributes of self._swiss + self.plot("SwissArmyKnife", "gauss", self._swiss.gauss.current.value) + self.plot("SwissArmyKnife", "butter", self._swiss.butter.current.value) + self.plot("SwissArmyKnife", "high_pass", self._swiss.high_pass.current.value) + self.plot("SwissArmyKnife", "two_pole_high_pass", self._swiss.two_pole_high_pass.current.value) + self.plot("SwissArmyKnife", "band_pass", self._swiss.band_pass.current.value)For more information about this method, see the QCAlgorithm classQCAlgorithm class.
You can manually create a SwissArmyKnife indicator, so it doesn't automatically update. Manual indicators let you update their values with any data you choose.
Updating your indicator manually enables you to control when the indicator is updated and what data you use to update it. To manually update the indicator, call the Updateupdate method. The indicator will only be ready after you prime it with enough data.
For more information about this indicator, see its referencereference.
\ No newline at end of file diff --git a/03 Writing Algorithms/28 Indicators/01 Supported Indicators/107 Swiss Army Knife/04 Indicator History.html b/03 Writing Algorithms/28 Indicators/01 Supported Indicators/107 Swiss Army Knife/04 Indicator History.html index fcf4f9d3d6..e2bc78d169 100644 --- a/03 Writing Algorithms/28 Indicators/01 Supported Indicators/107 Swiss Army Knife/04 Indicator History.html +++ b/03 Writing Algorithms/28 Indicators/01 Supported Indicators/107 Swiss Army Knife/04 Indicator History.html @@ -14,6 +14,13 @@ var indicatorHistory = IndicatorHistory(_swiss, _symbol, 100, Resolution.Minute); var timeSpanIndicatorHistory = IndicatorHistory(_swiss, _symbol, TimeSpan.FromDays(10), Resolution.Minute); var timePeriodIndicatorHistory = IndicatorHistory(_swiss, _symbol, new DateTime(2024, 7, 1), new DateTime(2024, 7, 5), Resolution.Minute); + + // Access all attributes of indicatorHistory + var gauss = indicatorHistory.Select(x => ((dynamic)x).Gauss).ToList(); + var butter = indicatorHistory.Select(x => ((dynamic)x).Butter).ToList(); + var highPass = indicatorHistory.Select(x => ((dynamic)x).HighPass).ToList(); + var twoPoleHighPass = indicatorHistory.Select(x => ((dynamic)x).TwoPoleHighPass).ToList(); + var bandPass = indicatorHistory.Select(x => ((dynamic)x).BandPass).ToList(); } }class SwissArmyKnifeAlgorithm(QCAlgorithm):
@@ -24,4 +31,11 @@
indicator_history = self.indicator_history(self._swiss, self._symbol, 100, Resolution.MINUTE)
timedelta_indicator_history = self.indicator_history(self._swiss, self._symbol, timedelta(days=10), Resolution.MINUTE)
time_period_indicator_history = self.indicator_history(self._swiss, self._symbol, datetime(2024, 7, 1), datetime(2024, 7, 5), Resolution.MINUTE)
-
\ No newline at end of file
+
+ # Access all attributes of indicator_history
+ indicator_history_df = indicator_history.data_frame
+ gauss = indicator_history_df["gauss"]
+ butter = indicator_history_df["butter"]
+ high_pass = indicator_history_df["highpass"]
+ two_pole_high_pass = indicator_history_df["twopolehighpass"]
+ band_pass = indicator_history_df["bandpass"]
\ No newline at end of file
diff --git a/05 Lean CLI/99 API Reference/06 lean cloud live deploy/04 Options.html b/05 Lean CLI/99 API Reference/06 lean cloud live deploy/04 Options.html
index e7142891d3..068dc87326 100644
--- a/05 Lean CLI/99 API Reference/06 lean cloud live deploy/04 Options.html
+++ b/05 Lean CLI/99 API Reference/06 lean cloud live deploy/04 Options.html
@@ -232,7 +232,7 @@
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