--- jupyter: jupytext: notebook_metadata_filter: all text_representation: extension: .md format_name: markdown format_version: '1.1' jupytext_version: 1.1.1 kernelspec: display_name: Python 2 language: python name: python2 plotly: description: Learn how to find the area of any simple polygon display_as: mathematics has_thumbnail: false language: python layout: base name: Polygon Area order: 8 page_type: example_index permalink: python/polygon-area/ thumbnail: /images/static-image --- #### New to Plotly? Plotly's Python library is free and open source! [Get started](https://plot.ly/python/getting-started/) by downloading the client and [reading the primer](https://plot.ly/python/getting-started/).
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We also have a quick-reference [cheatsheet](https://images.plot.ly/plotly-documentation/images/python_cheat_sheet.pdf) (new!) to help you get started! #### Imports The tutorial below imports [NumPy](http://www.numpy.org/), [Pandas](https://plot.ly/pandas/intro-to-pandas-tutorial/), and [SciPy](https://www.scipy.org/). ```python import plotly.plotly as py import plotly.graph_objs as go from plotly.tools import FigureFactory as FF import numpy as np import pandas as pd import scipy ``` #### Area of a Square Sort the defined corners of a polygon, calculate the angles between each pair of points and calculate the area contained. ```python def PolygonSort(corners): n = len(corners) cx = float(sum(x for x, y in corners)) / n cy = float(sum(y for x, y in corners)) / n cornersWithAngles = [] for x, y in corners: an = (np.arctan2(y - cy, x - cx) + 2.0 * np.pi) % (2.0 * np.pi) cornersWithAngles.append((x, y, an)) cornersWithAngles.sort(key = lambda tup: tup[2]) return map(lambda (x, y, an): (x, y), cornersWithAngles) def PolygonArea(corners): n = len(corners) area = 0.0 for i in range(n): j = (i + 1) % n area += corners[i][0] * corners[j][1] area -= corners[j][0] * corners[i][1] area = abs(area) / 2.0 return area corners = [(0, 0), (1, 1), (0, 1), (1, 0)] corners_sorted = PolygonSort(corners) area = PolygonArea(corners_sorted) x = [corner[0] for corner in corners_sorted] y = [corner[1] for corner in corners_sorted] annotation = go.Annotation( x=1.5, y=1.0, text='The area of the polygon is approximately %s' % (area), showarrow=False ) trace1 = go.Scatter( x=x, y=y, mode='markers', fill='tonexty', ) layout = go.Layout( annotations=[annotation], xaxis=dict( range=[-1, 2] ), yaxis=dict( range=[-1, 2] ) ) trace_data = [trace1] fig = go.Figure(data=trace_data, layout=layout) py.iplot(fig, filename='square-area') ``` #### Area of a Polygon ```python def PolygonSort(corners): n = len(corners) cx = float(sum(x for x, y in corners)) / n cy = float(sum(y for x, y in corners)) / n cornersWithAngles = [] for x, y in corners: an = (np.arctan2(y - cy, x - cx) + 2.0 * np.pi) % (2.0 * np.pi) cornersWithAngles.append((x, y, an)) cornersWithAngles.sort(key = lambda tup: tup[2]) return map(lambda (x, y, an): (x, y), cornersWithAngles) def PolygonArea(corners): n = len(corners) area = 0.0 for i in range(n): j = (i + 1) % n area += corners[i][0] * corners[j][1] area -= corners[j][0] * corners[i][1] area = abs(area) / 2.0 return area corners = [(0, 0), (3, 0), (2, 10), (3, 4), (1, 5.5)] corners_sorted = PolygonSort(corners) area = PolygonArea(corners_sorted) x = [corner[0] for corner in corners_sorted] y = [corner[1] for corner in corners_sorted] annotation = go.Annotation( x=5.5, y=8.0, text='The area of the polygon is approximately %s' % (area), showarrow=False ) trace1 = go.Scatter( x=x, y=y, mode='markers', fill='tozeroy', ) layout = go.Layout( annotations=[annotation], xaxis=dict( range=[-1, 9] ), yaxis=dict( range=[-1, 12] ) ) trace_data = [trace1] fig = go.Figure(data=trace_data, layout=layout) py.iplot(fig, filename='polygon-area') ``` ```python from IPython.display import display, HTML display(HTML('')) display(HTML('')) ! pip install git+https://github.com/plotly/publisher.git --upgrade import publisher publisher.publish( 'python_Polygon_Area.ipynb', 'python/polygon-area/', 'Polygon Area | plotly', 'Learn how to find the area of any simple polygon', title='Polygon Area in Python. | plotly', name='Polygon Area', language='python', page_type='example_index', has_thumbnail='false', display_as='mathematics', order=8, ipynb= '~notebook_demo/100') ``` ```python ```