From the course: Introduction to Machine Learning with KNIME
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Merging with the Joiner node - KNIME Tutorial
From the course: Introduction to Machine Learning with KNIME
Merging with the Joiner node
- Okay, we're going to move on to a crisp DM task that is very labor intensive in a real world project. We're going to move on to integrate data, which is part of the data preparation phase. There are numerous functions within Nine to support this, but we're going to start with the joiner node. Okay, here we are in Nine and I've got two files that we're going to merge. Let's take a quick look at them. The first one is a bunch of transactions. I've got a product code, a transaction ID, a customer ID. Notice several transactions from the first customer here. Many transactions from the second customer. It looks like I've got a time stamp, but one of the things that I don't have, I have what they've paid, but I don't really know what they bought. I have a product code, but I don't have any explanation of the product or what type of product it is. Let's now take a look at the other one. Okay, here's the second file. Taking a look at that, we can see the product codes, much smaller table of…
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Contents
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Merging with the Joiner node2m 24s
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Aggregating with the GroupBy node1m 37s
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Creating new variables with Construct3m 24s
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Select data with Column Filter2m 17s
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Balancing data with Row Sampling node3m 18s
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Clean data with the Missing Value node2m 46s
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Format with Cell Splitter3m 37s
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