Python
How to Control Colors in Seaborn Boxplot
You can use the following methods to control the colors of seaborn boxplots:
Method 1: Use One Specific Color
sns.boxplot(x='group_var', y='values_var', data=df, color='red')
Method 2: Use a...
Descriptive Statistics in Python
How to Use the Elbow Method in Python to Find Optimal Clusters
One of the most common clustering algorithms in machine learning is known as k-means clustering.
K-means clustering is a technique in which we place each...
Python
How to Order Boxplots on x-axis in Seaborn
You can use the following methods to change the order of boxplots along the x-axis in seaborn:
Method 1: Order Boxplots Using Custom Order
sns.boxplot(x='group_var', y='values_var',...
Python
How to Remove Outliers from a Seaborn Boxplot
When creating a boxplot in seaborn, you can use the argument showfliers=False to remove outlier observations from the plot:
sns.boxplot(x='variable', y='value', data=df, showfliers=False)
If you’d like...
Input/Output in Python
How to Read CSV Without Headers in Pandas (With Example)
You can use the following basic syntax to read a CSV file without headers into a pandas DataFrame:
df = pd.read_csv('my_data.csv', header=None)
The argument header=None tells...
Input/Output in Python
Pandas: Ignore First Column when Importing CSV File
You can use the following basic syntax to ignore the first column when importing a CSV file into a pandas DataFrame:
with open('basketball_data.csv') as x:
...
Python
How to Perform Polynomial Regression Using Scikit-Learn
Polynomial regression is a technique we can use when the relationship between a predictor variable and a response variable is nonlinear.
This type of regression...
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