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Heatmap plot


Tag: plot, visualization

目录


plot use seaborn

fig,ax=plt.subplots()
sns.heatmap(df, linecolor='grey', linewidths=0.1, cbar=False, square=True, cmap="Greens", ax=ax)

available color map

Possible values are: 
Accent, Accent_r, Blues, Blues_r, BrBG, BrBG_r, BuGn, BuGn_r, BuPu, BuPu_r, 
CMRmap, CMRmap_r, 
Dark2, Dark2_r, 
GnBu, GnBu_r, Greens, Greens_r, Greys, Greys_r, 
OrRd, OrRd_r, Oranges, Oranges_r, 
PRGn, PRGn_r, Paired, Paired_r, Pastel1, Pastel1_r, Pastel2, Pastel2_r, PiYG, PiYG_r, PuBu, PuBuGn, PuBuGn_r, PuBu_r, PuOr, PuOr_r, PuRd, PuRd_r, Purples, Purples_r, 
RdBu, RdBu_r, RdGy, RdGy_r, RdPu, RdPu_r, RdYlBu, RdYlBu_r, RdYlGn, RdYlGn_r, Reds, Reds_r, 
Set1, Set1_r, Set2, Set2_r, Set3, Set3_r, Spectral, Spectral_r, 
Vega10, Vega10_r, Vega20, Vega20_r, Vega20b, Vega20b_r, Vega20c, Vega20c_r, 
Wistia, Wistia_r, YlGn, YlGnBu, YlGnBu_r, YlGn_r, YlOrBr, YlOrBr_r, YlOrRd, YlOrRd_r, 
afmhot, afmhot_r, autumn, autumn_r, 
binary, binary_r, bone, bone_r, brg, brg_r, bwr, bwr_r, 
cool, cool_r, coolwarm, coolwarm_r, copper, copper_r, cubehelix, cubehelix_r, 
flag, flag_r, 
gist_earth, gist_earth_r, gist_gray, gist_gray_r, gist_heat, gist_heat_r, gist_ncar, gist_ncar_r, gist_rainbow, gist_rainbow_r, gist_stern, gist_stern_r, gist_yarg, gist_yarg_r, gnuplot, gnuplot2, gnuplot2_r, gnuplot_r, gray, gray_r, 
hot, hot_r, hsv, hsv_r, 
icefire, icefire_r, inferno, inferno_r, 
jet, jet_r, 
magma, magma_r, mako, mako_r, 
nipy_spectral, nipy_spectral_r, 
ocean, ocean_r, 
pink, pink_r, plasma, plasma_r, prism, prism_r, 
rainbow, rainbow_r, rocket, rocket_r, 
seismic, seismic_r, spectral, spectral_r, spring, spring_r, summer, summer_r, 
tab10, tab10_r, tab20, tab20_r, tab20b, tab20b_r, tab20c, tab20c_r, terrain, terrain_r, 
viridis, viridis_r, vlag, vlag_r, 
winter, winter_r
  • 常用的红-黄-绿RdYlGn,红色是小值,绿色是大值,如果要更换顺序,就用对应的翻转reverse版本RdYlGn_r
  • 具体的color map效果可以参考这里: https://matplotlib.org/gallery/color/colormap_reference.html

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