importmatplotlib.pyplotasplt # 绘制'column_F'的直方图 plt.hist(data['column_F'],bins=10)plt.xlabel('Column F Values')plt.ylabel('Frequency')plt.title('Histogram of Column F')plt.show() 1. 2. 3. 4. 5. 6. 7. 8. 尝试更换其他图表类型(如折线图、散点图等)和自定义参数,让数据故事...
import matplotlib.pyplot as plt import seaborn as sns # 数据分析示例:计算平均值 mean_value = df['column_name'].mean() # 数据可视化示例:绘制直方图 plt.hist(df['column_name'], bins=10) plt.xlabel('Value') plt.ylabel('Frequency') plt.title('Histogram of column_name') plt.show() # ...
41 Pandas读取Excel绘制直方图直方图(Histogram)：直方图是数值数据分布的精确图形表示，是一个连续变量（定...
# Quick examples of pandas histogram# Example 1: Plot the histogram from DataFramedf.hist()# Example 2: Customize the bins of histogramdf.hist(bins=3)# Example 3: create histogram of specified columndf.hist(column='Maths')# Example 4: Plot the histogram# Using plot()df.plot(kind='hist'...
‘hist’ : histogram#柱状图 ‘box’ : boxplot#箱线图 ‘kde’ : Kernel Density Estimation plot#Kernel 的密度估计图,主要对柱状图添加Kernel 概率密度线 ‘density’ : same as ‘kde’ ‘area’ : area plot#不了解此图 ‘pie’ : pie plot#饼图 ‘scatter’ : scatter plot#散点图 需要传入column...
hist(data[, column, by, grid,…]) #Draw histogram of the DataFrame’s series using matplotlib / pylab. DataFrame转换为其他格式 代码语言:javascript 代码运行次数:0 运行 AI代码解释 DataFrame.from_csv(path[, header, sep,…]) #Read CSV file (DEPRECATED, please use pandas.read_csv() instead)...
df['numeric_column'].hist(bins=10, edgecolor='black') plt.title('Histogram of Numeric Column') plt.xlabel('Value') plt.ylabel('Frequency') plt.show() # 绘制箱线图 df.boxplot(column='numeric_column', grid=False) plt.title('Boxplot of Numeric Column') ...
hist : histogram box : boxplot kde : Kernel Density Estimation plot density : same as kde area : area plot pie : pie plot scatter : scatter plot hexbin : hexbin plot 各种辅助命令 figsize : a tuple (width, height) in inches xlim / ylim : X/Y 轴的取值范围,2-tuple/list 格式 ...
Allows plotting of one column versus another. Only usedifdata is a DataFrame. kind : str -'line': line plot (default) -'bar': vertical bar plot -'barh': horizontal bar plot -'hist': histogram -'box': boxplot -'kde': Kernel Density Estimation plot ...
Axesindex: row labels;columns: column labels DataFrame.as_matrix([columns])转换为矩阵 DataFrame.dtypes返回数据的类型 DataFrame.ftypesReturn the ftypes (indication of sparse/dense and dtype) in this object. DataFrame.get_dtype_counts()返回数据框数据类型的个数 ...