kdb Insights Enterprise Transaction cost analysis
Launch
In this demo, we will build and configure a transaction cost analysis solution on kdb Insights Enterprise. Transaction cost analysis (TCA) is a critical tool for evaluating the efficiency and cost-effectiveness of trading activities. It involves measuring the costs incurred during the execution of trades, including explicit costs like commissions and fees, as well as implicit costs such as market impact and opportunity costs. By analyzing these factors, TCA helps traders and portfolio managers optimize their trading strategies, reduce unnecessary expenses, and improve overall performance. Click here to begin.
kdb Insights Enterprise - Transaction cost analysis
To begin, we will select the databases node from the left hand menu. The database is a core component of kdb Insights Enterprise and used to store and manage ingested data. Click Databases to continue.
kdb Insights Enterprise - Transaction cost analysis
The schema defines the structure and organization of the database, including how data will be stored and how tables will relate to each other. Click Add Data Column to continue.
kdb Insights Enterprise - Transaction cost analysis
kdb Insights Enterprise supports over 100 data types. With the schema completed, we will begin building our pipeline. Click Pipelines to continue.
kdb Insights Enterprise - Transaction cost analysis
The data ingestion process is managed by pipelines, which are powered by the kdb Insights Enterprise Stream Processor, a streaming service for transforming and analyzing both real time and historical data. We will begin by expanding Readers to show all available operators. Click Readers to continue.
kdb Insights Enterprise - Transaction cost analysis
kdb Insights Enterpise comes packaged with a number of predefined operators, enabling users to quickly define data pipelines. In this instance, we will select an operator to ingest data from Microsoft Azure Storage. Click Microsoft Azure Storage to continue.
kdb Insights Enterprise - Transaction cost analysis
Notice how the configuration pane on screen allows the user to enter their Microsoft Azure credentials to access content for ingestion. Click here to continue.
kdb Insights Enterprise - Transaction cost analysis
Using the drag and drop canvas in the middle of the screen, we can chain different operators together to form a streaming or batch ingestion & transformation pipeline. Pipelines can also be developed and deployed from code. Click Pipelines to continue.
kdb Insights Enterprise - Transaction cost analysis
Pipelines can also be deployed using industry standard code such as Python or our proprietary language q. In this example via the KXI 'command line Interface'. Click here to continue.
kdb Insights Enterprise - Transaction cost analysis
With all pipelines configured and running, users are able to query the data. Lets explore the different methods. Click Queries to continue.
kdb Insights Enterprise - Transaction cost analysis
By using the GetData API, users are able to query both real-time and historical data using a simple parameter builder. In this example, we calculate the open high, low, and close values for all stocks in the US market for an entire day. Click SQL to continue.
kdb Insights Enterprise - Transaction cost analysis
The same query can also be executed using standard SQL syntax. Click Q to continue.
kdb Insights Enterprise - Transaction cost analysis
In all instances (GetData API, SQL, and q), users are able view results either as raw data or via the kdb Insights Enterpirse query visualization tool. This can be expanded into rich dashboards and views. Click Views to continue.
kdb Insights Enterprise - Transaction cost analysis
kdb Insights Enterprise comes with an embedded version of KX Dashboards, enabling users to create visualizations of data. Using a simple drag and drop interface, users can enable feature rich components including charts, maps, and data grids. Click Apply to continue.
kdb Insights Enterprise - Transaction cost analysis
kdb Insights Enterprise supports over 40 components, which can be added to views and enable non-developers to gain unparalled insight from company data. On the next page we will explore the results of our TCA application. Click here to continue.
kdb Insights Enterprise - Transaction cost analysis
In this demo we have seen how to build and configure a TCA solution on kdb Insights Enterprise. Select a component on screen to investigate the results. Once finished, click here to continue.
kdb Insights Enterprise - Transaction cost analysis
Learn more about kdb Insights Enterprise with our free course on the KX learning hub.
Get started with kdb Insights Enterprise
Connect with developers using kdb Insights Enterprise on our discussion forums.
Get hands-on experience with kdb Insights Enterprise by activating our free trial.
Book a 30-minute demo and discuss your analytical needs with one of our sales team.
Transaction Cost Analysis
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Transcript
kdb Insights Enterprise Transaction cost analysis
Launch
In this demo, we will build and configure a transaction cost analysis solution on kdb Insights Enterprise. Transaction cost analysis (TCA) is a critical tool for evaluating the efficiency and cost-effectiveness of trading activities. It involves measuring the costs incurred during the execution of trades, including explicit costs like commissions and fees, as well as implicit costs such as market impact and opportunity costs. By analyzing these factors, TCA helps traders and portfolio managers optimize their trading strategies, reduce unnecessary expenses, and improve overall performance. Click here to begin.
kdb Insights Enterprise - Transaction cost analysis
To begin, we will select the databases node from the left hand menu. The database is a core component of kdb Insights Enterprise and used to store and manage ingested data. Click Databases to continue.
kdb Insights Enterprise - Transaction cost analysis
The schema defines the structure and organization of the database, including how data will be stored and how tables will relate to each other. Click Add Data Column to continue.
kdb Insights Enterprise - Transaction cost analysis
kdb Insights Enterprise supports over 100 data types. With the schema completed, we will begin building our pipeline. Click Pipelines to continue.
kdb Insights Enterprise - Transaction cost analysis
The data ingestion process is managed by pipelines, which are powered by the kdb Insights Enterprise Stream Processor, a streaming service for transforming and analyzing both real time and historical data. We will begin by expanding Readers to show all available operators. Click Readers to continue.
kdb Insights Enterprise - Transaction cost analysis
kdb Insights Enterpise comes packaged with a number of predefined operators, enabling users to quickly define data pipelines. In this instance, we will select an operator to ingest data from Microsoft Azure Storage. Click Microsoft Azure Storage to continue.
kdb Insights Enterprise - Transaction cost analysis
Notice how the configuration pane on screen allows the user to enter their Microsoft Azure credentials to access content for ingestion. Click here to continue.
kdb Insights Enterprise - Transaction cost analysis
Using the drag and drop canvas in the middle of the screen, we can chain different operators together to form a streaming or batch ingestion & transformation pipeline. Pipelines can also be developed and deployed from code. Click Pipelines to continue.
kdb Insights Enterprise - Transaction cost analysis
Pipelines can also be deployed using industry standard code such as Python or our proprietary language q. In this example via the KXI 'command line Interface'. Click here to continue.
kdb Insights Enterprise - Transaction cost analysis
With all pipelines configured and running, users are able to query the data. Lets explore the different methods. Click Queries to continue.
kdb Insights Enterprise - Transaction cost analysis
By using the GetData API, users are able to query both real-time and historical data using a simple parameter builder. In this example, we calculate the open high, low, and close values for all stocks in the US market for an entire day. Click SQL to continue.
kdb Insights Enterprise - Transaction cost analysis
The same query can also be executed using standard SQL syntax. Click Q to continue.
kdb Insights Enterprise - Transaction cost analysis
In all instances (GetData API, SQL, and q), users are able view results either as raw data or via the kdb Insights Enterpirse query visualization tool. This can be expanded into rich dashboards and views. Click Views to continue.
kdb Insights Enterprise - Transaction cost analysis
kdb Insights Enterprise comes with an embedded version of KX Dashboards, enabling users to create visualizations of data. Using a simple drag and drop interface, users can enable feature rich components including charts, maps, and data grids. Click Apply to continue.
kdb Insights Enterprise - Transaction cost analysis
kdb Insights Enterprise supports over 40 components, which can be added to views and enable non-developers to gain unparalled insight from company data. On the next page we will explore the results of our TCA application. Click here to continue.
kdb Insights Enterprise - Transaction cost analysis
In this demo we have seen how to build and configure a TCA solution on kdb Insights Enterprise. Select a component on screen to investigate the results. Once finished, click here to continue.
kdb Insights Enterprise - Transaction cost analysis
Learn more about kdb Insights Enterprise with our free course on the KX learning hub.
Get started with kdb Insights Enterprise
Connect with developers using kdb Insights Enterprise on our discussion forums.
Get hands-on experience with kdb Insights Enterprise by activating our free trial.
Book a 30-minute demo and discuss your analytical needs with one of our sales team.