membuat chart grafik dengan 2 axis dan 2 jenis chart

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sure! in this tutorial, i will guide you on how to create a chart with two axes and two types of charts using python's `matplotlib` library. we will create a combination chart that displays a line chart and a bar chart on the same plot.

step-by-step guide

step 1: install required libraries
first, ensure you have the `matplotlib` and `numpy` libraries installed. you can install them using pip if you haven't done so already:
step 2: import libraries
start by importing the necessary libraries in your python script.
step 3: prepare data
next, we will prepare some sample data for our charts. in this example, we will use a bar chart to represent sales data and a line chart to represent profit data over the same time period.
step 4: create the plot
now we will create the plot with two axes and two types of charts.
explanation of the code

1. **data preparation**: we prepared sample data for sales and profit over five months.
2. **creating the figure**: we used `plt.subplots()` to create a figure and an axis (`ax1`).
3. **bar chart**: we created a bar chart on the first axis (`ax1`) using `ax1.bar()` to display sales data.
4. **line chart**: we created a second y-axis (`ax2`) using `ax1.twinx()`, and plotted the profit data using `ax2.plot()`.
5. **labels and legends**: we added labels for both y-axes, set the title, and displayed legends for clarity.
6. **displaying the plot**: finally, we displayed the plot using `plt.show()`.

result
when you run the above code, you will see a combination chart with a bar chart representing sales data and a line chart representing profit data, both clearly labeled.

conclusion
creating a combination chart with two axes and two types of charts is straightforward using `matplotlib`. this allows you to visualize different datasets on the same graph, making it easier to analyze relationships between the data. you can further customize the chart by adjusting colors, labels, and styles as per your needs.

feel free to mod ...

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