Histogram is a plot to visualize numerical variables and acquire the distribution trend information. It is a helpful visualization when we need to present what happens in our data. Using the Seaborn Python pack
importpandasaspdimportnumpyasnpimportmatplotlib.pyplotaspltimportseabornassnssns.set_style('whitegrid')'''plt.rc用于配置matplotlib的默认设置参数'figure':指定要设置的目标为图形autolayout=True: 打开自动布局'''plt.rc('figure',autolayout=True)'''参数'axes': 对坐标轴进行设置。labelweight='bold':坐标...
pandas is used for data manipulation and analysis, providing data structures for efficient data handling and processing. numpy is used for numerical computation and mathematical operations on arrays and matrices. matplotlib is used for creating static, interactive, and animated visualizations. seaborn is...
🟡Data Visualization Tableau , Power BI , Looker Studio . 🟡Libraries Pandas, Numpy, Matplotlib, Seaborn, Plotly, Scipy. ✔️ Show your Support If you appreciate this Project, please consider awarding it a ⭐ 💥 Feedback If you have any Feedback, please reach out to me at LinkedI...
importseabornassb sb.set_style('whitegrid') Eyeballing dataset distributions with histograms address ='~/Data/mtcars.csv'cars = pd.read_csv(address) cars.columns = ['car_names','mpg','cyl','disp','hp','drat','wt','qsec','vs','am','gear','carb'] ...
Interactive Data Visualization: Adding User Controls With Ipywidets Discussion Interactive Plots: A Fringe Benefit Matplotlib Plus IPywidgets: Some Final Thoughts Using LaTeX In Python SymPy: Solving Math Equations in Python and Jupyter Matplotlib vs. Seaborn Python Matrix Multiplication: NumPy, SymPy,...
Python| R| SQL| Jupyter Notebooks| TensorFlow| Scikit-learn| PyTorch| Tableau| Apache Spark| Matplotlib| Seaborn| Pandas| Hadoop| Docker| Git| Keras| Apache Kafka| AWS| NLP| Random Forest| Computer Vision| Data Visualization| Data Exploration| Big Data| Common Machine ...
Python| R| SQL| Jupyter Notebooks| TensorFlow| Scikit-learn| PyTorch| Tableau| Apache Spark| Matplotlib| Seaborn| Pandas| Hadoop| Docker| Git| Keras| Apache Kafka| AWS| NLP| Random Forest| Computer Vision| Data Visualization| Data Exploration| Big Data| Common Machine Learning Algorithms| Machin...
Data Visualization and Preprocessing The first step in every data science problem is to visualize and preprocess the data. We will do the same, so let's first import the "ratings.csv" file and see what it contains. Execute the following script: ...