for c in cluster:
points_by_cluster = pd.DataFrame(columns=('x', 'y', 'word', 'cluster'))
for idx in cluster[c]:
points_by_cluster = points_by_cluster.append(points.iloc[[idx]])
# list = [points.iloc[[idx]] for idx in cluster[c]]
ax.scatter(points_by_cluster['x'], points_by_cluster['y'], alpha=0.7)
text_labels = []
for i, point in points.iterrows():
t = ax.text(point.x + 0.0001,
point.y,
point.word,
fontsize=10,
alpha=0.8,
url="http://www.instagram.com/" + point.word)
t.set_visible(False)
text_labels.append(t)
# a tk.DrawingArea
canvas = FigureCanvasTkAgg(f, master=root)
canvas.show()
canvas.get_tk_widget().pack(side=Tk.TOP, fill=Tk.BOTH, expand=1)
# implement the default mpl key bindings
from matplotlib.backend_bases import key_press_handler
def on_key_event(event):
print('you pressed %s' % event.key)
key_press_handler(event, canvas, toolbar)
