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''' |
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title: chart pyplot |
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''' |
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import streamsync as ss |
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import seaborn as sns |
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import matplotlib as mpl |
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import matplotlib.pyplot as plt |
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data_home = "./data/seaborn" |
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ss.md(''' |
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## ss.pyplot Drawing |
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''') |
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ss.space() |
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ss.md(''' |
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#### 🔅 Example |
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''') |
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ss.write("#### 1. Draw a Line Plot") |
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sns.set_style("whitegrid") |
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titanic = sns.load_dataset("titanic", data_home=data_home) |
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sns.lineplot(x="age", y="fare", hue="sex", data=titanic) |
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plt.show() |
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fig = plt.gcf() |
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ss.pyplot(fig, style="border:1px solid gray; width:600px") |
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ss.write("#### 2. Draw a Scatter Plot") |
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sns.set_style("whitegrid") |
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tips = sns.load_dataset("tips", data_home=data_home) |
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sns.scatterplot(x="total_bill", y="tip", data=tips) |
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plt.show() |
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fig = plt.gcf() |
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ss.pyplot(fig, style="border:1px solid gray; width:600px") |
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ss.write("#### 3. Draw a Bar Plot") |
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sns.set_style("whitegrid") |
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titanic = sns.load_dataset("titanic",data_home=data_home) |
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sns.barplot(x="class", y="survived", data=titanic) |
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plt.show() |
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fig = plt.gcf() |
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ss.pyplot(fig, style="border:1px solid gray; width:600px") |
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ss.write("#### 4. Draw a Histogram") |
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sns.set_style("whitegrid") |
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titanic = sns.load_dataset("titanic",data_home=data_home) |
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sns.histplot(x="age", data=titanic) |
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plt.show() |
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fig = plt.gcf() |
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ss.pyplot(fig, style="border:1px solid gray; width:600px") |
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ss.space() |
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ss.write("#### 🔎 Code") |
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ss.write("---") |
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def viewcode(): |
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ss.session["viewcode"] = 1 |
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ss.button("View Code", size="small", onclick = viewcode) |
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def conditioner(event): |
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return ss.session["viewcode"] == 1 |
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with ss.when(conditioner): |
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ss.md(''' |
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```python |
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import streamsync as ss |
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import seaborn as sns |
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import matplotlib as mpl |
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import matplotlib.pyplot as plt |
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data_home = "./data/seaborn" |
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ss.write("#### 1. Draw a Line Plot") |
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sns.set_style("whitegrid") |
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titanic = sns.load_dataset("titanic", data_home=data_home) |
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sns.lineplot(x="age", y="fare", hue="sex", data=titanic) |
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plt.show() |
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fig = plt.gcf() |
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ss.pyplot(fig, style="border:1px solid gray; width:600px") |
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ss.write("#### 2. Draw a Scatter Plot") |
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sns.set_style("whitegrid") |
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tips = sns.load_dataset("tips", data_home=data_home) |
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sns.scatterplot(x="total_bill", y="tip", data=tips) |
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plt.show() |
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fig = plt.gcf() |
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ss.pyplot(fig, style="border:1px solid gray; width:600px") |
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ss.write("#### 3. Draw a Bar Plot") |
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sns.set_style("whitegrid") |
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titanic = sns.load_dataset("titanic",data_home=data_home) |
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sns.barplot(x="class", y="survived", data=titanic) |
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plt.show() |
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fig = plt.gcf() |
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ss.pyplot(fig, style="border:1px solid gray; width:600px") |
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ss.write("#### 4. Draw a Histogram") |
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sns.set_style("whitegrid") |
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titanic = sns.load_dataset("titanic",data_home=data_home) |
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sns.histplot(x="age", data=titanic) |
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plt.show() |
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fig = plt.gcf() |
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ss.pyplot(fig, style="border:1px solid gray; width:600px") |
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``` |
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''') |
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