tutorial 3

README.md

@@ -7,3 +7,5 @@ I am planning to share how to make publication-quality figures in python, I will
     * link: https://towardsdatascience.com/making-publication-quality-figures-in-python-part-i-fig-and-axes-d86c3903ad9b
 2. Turorial II (Line plot, colors and legends)
     * Link: https://frankligy.medium.com/making-publication-quality-figures-in-python-part-ii-line-plot-legends-colors-4430a5891706
+3. Tutorial III (boxplot, scatter plot, heatmap, colormap, barplot, histogram)
+    * Link: https://frankligy.medium.com/making-publication-quality-figures-in-python-part-iii-box-plot-bar-plot-scatter-plot-407fa457449

tutorial3_boxplot_etc.py

@@ -0,0 +1,59 @@
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+from matplotlib.colors import ListedColormap
+
+mpl.rcParams['pdf.fonttype'] = 42
+mpl.rcParams['ps.fonttype'] = 42
+mpl.rcParams['font.family'] = 'Arial'
+
+import numpy as np
+
+np.random.seed(42)
+data1 = np.random.randn(100)
+data2 = np.random.randn(100)
+data3 = np.random.randn(100)
+
+fig,ax = plt.subplots()
+bp = ax.boxplot(x=[data1,data2,data3],positions=[1,5,7],patch_artist=True)
+for flier in bp['fliers']:
+    flier.set_markersize(9)
+    flier.set_marker('v')
+for box in bp['boxes']:
+    box.set_facecolor('green')
+    box.set_edgecolor('black')
+    box.set_linewidth(2)
+for whisker in bp['whiskers']:
+    whisker.set_linewidth(5)
+for cap in bp['caps']:
+    cap.set_color('red')
+    cap.set_linewidth(10)
+for median in bp['medians']:
+    median.set_linewidth(15)
+
+
+fig,ax = plt.subplots()
+ax.bar(x=[1,4,9],height=(data1.max(),data2.max(),data3.max()),width=0.5,edgecolor='black',color=['green','red','orange'],
+       yerr=np.array([[0.1,0.1,0.1],[0.15,0.15,0.15]]),ecolor='red',capsize=5)
+
+
+fig,ax = plt.subplots()
+ax.hist(x=[data1,data2],bins=20,edgecolor='black')
+
+fig,ax = plt.subplots()
+ax.scatter(x=np.arange(10),y=np.arange(10)+5,s=np.arange(10)*10,c=np.random.rand(10),cmap='spring')
+ax.scatter(x=[1,2,3],y=[1,2,3],s=[100,200,300],c=['r','g','b'])
+
+
+
+fig,ax = plt.subplots()
+ax.imshow(np.random.randn(5,5),cmap='Set1')
+ax.set_xticks(np.linspace(0.5,3.5,4))
+ax.set_yticks(np.linspace(0.5,3.5,4))
+ax.tick_params(axis='both',length=0,labelsize=0)
+ax.grid(b=True,which='major',axis='both',color='black')
+ax.text(-0.2,3,'hey')
+
+
+
+
+