def draw_subplot(*,
subplot: Axes,
xlabel: str,
ylabel: str,
xlim: Tuple[float, float],
ylim: Tuple[float, float],
x: List[float],
y: List[float],
cloud_color: str = 'k',
point_size: float = 0.5,
x_avg: float,
y_avg: float,
x_std: float,
y_std: float,
ratio: float = 10 / 13) -> None:
subplot.set(xlabel=xlabel,
ylabel=ylabel,
xlim=xlim,
ylim=ylim)
subplot.scatter(x=x,
y=y,
color=cloud_color,
s=point_size)
plot_ellipses(subplot=subplot,
x_avg=x_avg,
y_avg=y_avg,
x_std=x_std,
y_std=y_std)
subplot.minorticks_on()
subplot.xaxis.set_ticks_position('both')
subplot.yaxis.set_ticks_position('both')
subplot.set_aspect(ratio / subplot.get_data_ratio())
def draw_subplot(subplot: Axes,
xlabel: str,
ylabel: str,
x: pd.Series,
y: pd.Series,
color: str = 'b',
point_size: float = 0.5,
ratio: float = 10 / 13) -> None:
subplot.set(xlabel=xlabel, ylabel=ylabel)
subplot.scatter(x=x, y=y, color=color, s=point_size)
subplot.minorticks_on()
subplot.xaxis.set_ticks_position('both')
subplot.yaxis.set_ticks_position('both')
subplot.set_aspect(ratio / subplot.get_data_ratio())
def draw_subplot(*,
subplot: Axes,
xlabel: str = None,
ylabel: str,
xlim: Tuple[float, float] = (6, 19),
ylim: Tuple[float, float] = (-150, 150),
x_line: pd.Series,
y_line: pd.Series,
yerr: pd.Series,
marker: str = 's',
markersize: float = 3.,
line_color: str = 'k',
capsize: float = 5.,
linewidth: float = 1.,
x_scatter: pd.Series,
y_scatter: pd.Series,
scatter_color: str = 'gray',
scatter_point_size: float = 1.,
ratio: float = 7 / 13) -> None:
subplot.set(xlabel=xlabel, ylabel=ylabel, xlim=xlim, ylim=ylim)
subplot.errorbar(x=x_line,
y=y_line,
yerr=yerr,
marker=marker,
markersize=markersize,
color=line_color,
capsize=capsize,
linewidth=linewidth)
subplot.scatter(x=x_scatter,
y=y_scatter,
color=scatter_color,
s=scatter_point_size)
subplot.minorticks_on()
subplot.xaxis.set_ticks_position('both')
subplot.yaxis.set_ticks_position('both')
subplot.set_aspect(ratio / subplot.get_data_ratio())
