Import matplotlib pyplot as plt import seaborn as sns, pyplot as plt import seaborn as sns credit_df=pd. pyplot as plt import seaborn as sns Basic plotting with matplotlib Matplotlib allows you to create simple plots using plt. " Example: import matplotlib. Running these import statements makes the functions and objects within matplotlib. api (sm) — regression modeling + statistical output (OLS, summaries, prediction) Library: statsmodels Example: import statsmodels. pyplot as plt import numpy as np import pandas as pd import matplotlib as mpl import matplotlib. pyplot, seaborn, numpy, and pandas available for use in the rest of your code, under their respective aliases (plt, sns, np, pd). head () credit_df. 6 days ago · import seaborn as sns import pandas as pd import matplotlib. color': CHART_FG, 'axes. g. set_theme (style='darkgrid') plt. api as sm Click the card to flip 👆 1 / 48 Feb 8, 2024 · Learn to customize Seaborn heatmap labels: set, rotate, adjust font size, auto-rotate, and hide labels with practical easy examples. It consists of various plots like scatter plot, line plot, histogram, etc. plot (). tail () import streamlit as st import pandas as pd import numpy as np import matplotlib. csv') credit_df. Generate a green residual plot of the regression between 'hp' (on the x-axis) and 'mpg' (on the y-axis). rcParams. pip install matplotlib Refer to the below articles to get more information setting up an environment with . set() # seaborn's method to set its chart style Terms in this set (50) "Write Python code to import pandas as pd, numpy as np, seaborn as sns, and matplotlib. pyplot as plt import seaborn as sns import seaborn. pyplot as plt import seaborn as sns import numpy as np import pandas as pd sns. pyplot as plt # Load a built-in dataset to practice df = sns. load_dataset ('tips') # Matplotlib would take 5 lines to do this. pyplot as plt. read_csv ('/content/CreditRisk. 22 Div – B Practical - 4 1. Here’s an example of plotting lines and dots: Import Matplotlib Import the pyplot object of the Matplotlib module in your code using the following statement: import matplotlib. Now that we know how to bring our tools into the workspace, we are ready to create our first visualization in the next section. shape credit_df. ticker as ticker import seaborn as sns # Global dark chart theme CHART_BG = '#0d1117' CHART_FG = '#e2b96f' GRID_COL = '#2a2a3f' sns. 2 days ago · Ninad Suresh Jambhale Roll No. To install this type the below command in the terminal. %matplotlib inline import matplotlib. , scatterplots)Library: seaborn Example: import seaborn as sns statsmodels. Matplotlib provides a lot of flexibility. pyplot and seaborn using the standard names plt and sns respectively. update ( { 'text. labelcolor': CHART Jul 23, 2025 · Output: Matplotlib Matplotlib is an easy-to-use, low-level data visualization library that is built on NumPy arrays. Implementation of Logistic regression Code: import numpy as np import pandas as pd import matplotlib. pyplot as plt import matplotlib. pyplot as plt seaborn (sns) — high-level statistical plotting (e. Jul 23, 2025 · Before diving into plotting, ensure you have both libraries installed: pip install matplotlib seaborn After installation, Import them in your script: import matplotlib. objects as so INSTRUCTIONS 100 XP Import matplotlib.


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