D3Blocks

d3blocks_scatter_example.py

# Load library
from d3blocks import D3Blocks

# Initialize
d3 = D3Blocks(frame=True)
# Import example
df = d3.import_example('cancer')

# Setup the tooltip
tooltip=df['labels'].values + ' <br /> Survival: ' + df['survival_months'].astype(str).str[0:4].values
# Set the size
size = df['survival_months'].fillna(1).values / 10

# Set all propreties
d3.scatter(df['x'].values,              # tSNE x-coordinates
           df['y'].values,              # tSNE y-coordinates
           x1=df['PC1'].values,         # PC1 x-coordinates
           y1=df['PC2'].values,         # PC2 y-coordinates
           size=size,                   # Size
           color=df['labels'].values,   # Hex-colors or classlabels
           stroke='#000000',            # Edge color
           opacity=0.7,                 # Opacity
           tooltip=tooltip,             # Tooltip
           cmap='tab20',                # Colormap
           scale=True,                  # Scale the datapoints
           label_radio=['tSNE', 'PCA'],
           figsize=[800, 600],
           filepath='c://temp//scatter_demo.html',
           )