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Natural Language Processing (NLP)

Abstract

Use Symon.AI Data Chat Pro, a Natural Language Processing (NLP) tool, to ask specific questions and receive information and guidance to help you achieve your goals.

Use Symon.AI Data Chat Pro, a Natural Language Processing (NLP) tool, to ask specific questions and receive information and guidance to help you achieve your goals.

Important

If you don't currently have this feature, contact your Customer Service Representative.

NLP facilitates the ability to mine for insights and analyze data using meaningful questions and language. With this, NLP supports you to transform and make predictions with your imported data.

With Data Chat Pro, you can ask your own question, explore the capabilities of the tool or try out an example in your pipe:

  • Explore capabilities: Use this option to add tools to transform and make predictions. Data Chat Pro responds to your prompts and you can explore the potential with your data. This option only uses your imported data, no other sources. For example, if you type a command such as “Aggregate sales by city”, Symon.AI will build a pipe using your data set by including the Filter tool.

  • Ask your own question: Use this option when you know what you need. Learn more...

  • Try an example: Use this option to explore the potential of the tool with sample data and scenarios. Data Chat Pro adds the prompt and shows you which tools and configurations you can do to achieve the results. Click Try an example with Data Chat Pro to populate your pipe with an example scenario based on your data set.

    DataChatProExample2.png

Queries

Use meaningful language to ask questions to help you mine for insights, build pipes and analyze data. For example, you could ask:

  • Calculate the difference between revenue and quota

  • How many sellers didn't reach an average size deal of 120K?

  • Which department has the highest average owner tenure?

Data Chat Pro generates a response based on your question.

Types of queries

The following list are examples of the types of queries that you can use in NLP:

  • Tool-related queries: With any questions regarding tools, Data Chat Pro generates a list of tools and if they can be configured, based on the question.

    For example, a query of Add Filter generates a response of adding the Filter tool to your pipe without configuration.

  • Chart-related queries: With any questions regarding charts, Data Chat Pro generates a list of chart types available.

  • Data profile-related queries: With any questions regarding data profile, Data Chat Pro generates columns and data profile type, either correlation or comparison, or generic.

    For example, a query of Give me a summary of what i'm looking at generates a response of the opening of the Data profile page.

    For a correlation example, a query of What's the correlation between columns A and B generates a response of opening the Data profile page. The correlation chart is preselected and configured with columns preselected.

  • Conversational-related queries: Any questions that are conversational, Data Chat Pro generates a conversational response.

Quick-add functionality for tools

You can use quick-add functionality for accessing tools. Instantly add tools to your pipe by typing.

For example, you can find and add the Formula tool to your pipe easily with one of the following options:

  • Type Formula and press Enter twice, to add an empty Formula tool.

  • Type for and then press the down arrow key to search and find the Formula tool. Press Enter twice to add the tool to your pipe.