Let's create a graph to visualize the portfolio in Python!

Let's create a graph to visualize the portfolio in Python!

April 6, 2024
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Author: Big Y

📊 Creating a Treemap Graph with Python

Are you looking for a way to visualize the status of your portfolio? In this article, we will show you how to create a treemap graph using Python. This graph is perfect for expressing the fluctuations and proportions of data that has a hierarchical structure.

📈 Results

Before we dive into the code, let's take a look at the results. The treemap graph we will create represents the proportion of the portfolio, and the color reveals the status of unrealized gains and losses.

🐍 Importing Libraries

To create the treemap graph, we will need to import the necessary libraries.

📊 Creating the Graph

Once we have imported the necessary libraries, we can create the treemap graph.

📈 Preparing the Data

Before we can create the treemap graph, we need to prepare the data. In this example, we will create the data from text, but you can also load CSV and use it.

📊 Creating the Treemap

To create the treemap, we will decide on a number that indicates the size of the nearby area and a color for the nearby area.

📈 Pass the Data to Squarify

Finally, we will pass the data to Squarify.

🤖 Introducing AI Chatbot

If you are looking for a way to reduce the amount of work on customer services, check out this AI chatbot: https://www.voc.ai/product/ai-chatbot.

Pros and Cons

Pros:

- The treemap graph is perfect for expressing the fluctuations and proportions of data that has a hierarchical structure.

- The code used to create the treemap graph is relatively simple.

Cons:

- The treemap graph may not be suitable for all types of data.

- The treemap graph can be difficult to read if there are too many small areas.

🌟 Highlights

- Treemap graphs are perfect for expressing the fluctuations and proportions of data that has a hierarchical structure.

- The code used to create a treemap graph is relatively simple.

- AI chatbots can help reduce the amount of work on customer services.

🙋‍♀️ FAQ

Q: What is a treemap graph?

A: A treemap graph is a type of graph that represents the proportion of data using rectangles.

Q: What is Squarify?

A: Squarify is a Python library that can be used to create treemap graphs.

Q: What is an AI chatbot?

A: An AI chatbot is a computer program that can simulate conversation with human users.

Resources:

- https://www.voc.ai/product/ai-chatbot

- https://github.com/laserson/squarify

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