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import matplotlib.pyplot as plt | |
def plot_bar_chart(data): | |
fig, ax = plt.subplots() | |
labels = data['labels'] | |
values = data['values'] | |
for value in values: | |
ax.bar(labels, value['data'], label=value['label']) | |
ax.set_title('Bar Chart') | |
ax.set_xlabel('Labels') | |
ax.set_ylabel('Values') | |
ax.legend() | |
return fig | |
def plot_horizontal_bar_chart(data): | |
fig, ax = plt.subplots() | |
labels = data['labels'] | |
values = data['values'] | |
for value in values: | |
ax.barh(labels, value['data'], label=value['label']) | |
ax.set_title('Horizontal Bar Chart') | |
ax.set_xlabel('Values') | |
ax.set_ylabel('Labels') | |
ax.legend() | |
return fig | |
def plot_line_graph(data): | |
fig, ax = plt.subplots() | |
x_values = data['xValues'] | |
y_values_list = data['yValues'] | |
for y_values in y_values_list: | |
label = y_values.get('label', None) | |
ax.plot(x_values, y_values['data'], label=label) | |
ax.set_title('Line Graph') | |
ax.set_xlabel('X Values') | |
ax.set_ylabel('Y Values') | |
if any('label' in y_values for y_values in y_values_list): | |
ax.legend() | |
return fig | |
def plot_scatter(data): | |
fig, ax = plt.subplots() | |
for series in data['series']: | |
x_values = [point['x'] for point in series['data']] | |
y_values = [point['y'] for point in series['data']] | |
label = series.get('label', None) | |
ax.scatter(x_values, y_values, label=label) | |
ax.set_title('Scatter Plot') | |
ax.set_xlabel('X Values') | |
ax.set_ylabel('Y Values') | |
if any('label' in series for series in data['series']): | |
ax.legend() | |
return fig | |
def plot_pie(data): | |
values = [item['value'] for item in data] | |
labels = [item['label'] for item in data] | |
fig, ax = plt.subplots() | |
wedges, texts, autotexts = ax.pie(values, labels=labels, autopct='%1.1f%%', startangle=140) | |
ax.set_title('Pie Chart') | |
for text in texts + autotexts: | |
text.set_fontsize(10) | |
return fig |