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Knowledge Base
Clarofy Features
Knowledge base
In this section we will take you through a typical data science workflow. We will dive a bit deeper into each step and will provide you with hints about what to look for.
The workflow will follow the steps below.
The above stages are at the center of the Clarofy app - a typical analytics project makes most sense when done within a structured process like the above.
Business Understanding: Verify a hypothesis
Having a hypothesis before starting an analytics project is critical.
Before we plunge into an analytics project, it's important to ask questions and discuss the 'business understanding' with all the major stakeholders. This is essentially an exercise to define the question: What is the problem we are trying to solve, or what is the opportunity we are trying to uncover? Hearing the answer to that from the Product owner or other stakeholder clarifies the goal of the projects and is an anchor for any work.
Connect your data: Upload a dataset
How do we get data into our analysis tool?
Select your data: How many tags/variables are too many?
Stay away from the dreaded 'scope-creep'
Evaluate your data
Value a potential change and make data-driven decisions.
Deploy your data
Take action and solve the problem.
Linear Regression
What is it and why is it important?
Time Series
How to analyse continuous data
Clarofy features
Here we will dive into Clarofy features, explain how they work, what to use them for, and how each one of them can help you bring value to your operation.
How to use the Exploration features to pick up relationships and trends in your data
The Exploration Plots page allows you to investigate and discover trends, relationships, inflection points and other intricacies in your data.
Correlation
Find out which variables are affecting others
Validation
Upload and validate your dataset
Create a Model
How can I simulate behaviour with a mathematical model?
Evaluate your data
Make decisions about the 'population'.
Activity Log
Keep track of your workflow
Pi Integration
Connect to your onsite historian
Regression
Create a model in Clarofy
Filtering
Easy filtering for quick analysis in Clarofy