<jupyter_start><jupyter_text>Scatter Plot A Scatterplot displays the value of 2 sets of data on 2 dimensions. Each dot represents an observation. The position on the X (horizontal) and Y (vertical) axis represents the values of the 2 variables.          Source: [DataVizCatalogue](https://datavizcatalogue.com/methods/images/anatomy/scatterplot.png)<jupyter_code>import pandas as pd

import matplotlib.pyplot as plt
iris = pd.read_csv('../data/iris.csv')
plt.plot(iris['PetalLengthCm'], iris['PetalWidthCm'], linestyle='none', marker='+', color='b')
plt.title("Petal Length vs. Petal Width")
plt.xlabel('Petal Length')
plt.ylabel('Petal Width')
plt.show()<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.12700729927007298, 'fraction_numerical': 0.004379562043795621, 'mean_word_length': 6.0, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 1, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'chain_length': '1', 'dir': 'jupyter-structured-clean-dedup', 'id': '203920', 'license': 'BSD-3-Clause', 'n_tokens_mistral': 236, 'n_tokens_neox': 223, 'n_words': 63, 'path': 'notebooks/scatter_plot.ipynb', 'repo_name': 'themlphdstudent/matplotlib-tutorials', 'size': '685'}