The pandas profiling report reveals that the majority of employees are male and have a high salary. It also shows that there is a strong correlation between job title and salary, with higher job titles having a higher salary. The Alerts in the Overview tab point to correlations between Gender...
Correlations highlighting of highly correlated variables, Spearman, Pearson and Kendall matrices (会将一些有高相关性的变量标亮出来) Missing values matrix, count, heatmap and dendrogram of missing values 参考链接 Github链接: Pandas Profiling 样例展示: Pandas Profiling样例展示 样例展示 下面我们使用实际的...
ydata-profiling includes a minimal configuration file where the most expensive computations are turned off by default. This configuration excludes time-consuming sections such as correlations, interactions, etc. from ydata_profiling import ProfileReport import pandas as pd df = pd.read_csv("trending...
Correlations highlighting of highly correlated variables, Spearman, Pearson and Kendall matrices (相关性,突出强相关的变量,Spearman, Pearson 和Kendall模型) Missing values matrix, count, heatmap and dendrogram of missing values (缺失值矩阵,计数,热图和缺失值的树状图) 首先,下载 pandas-profiling 1 pip i...
Overview section of the pandas-profiling report. Image by the author. TheAlerts tabis used to inform you about any issues with each of the columns within your data, such as correlation between variables, data skewness, data distribution. ...
Correlations highlighting of highly correlated variables, Spearman, Pearson and Kendall matrices Missing values matrix, count, heatmap and dendrogram of missing values 官网:https://github.com/pandas-profiling/pandas-profiling 代码样例 一个完整的样例: ...
Correlationshighlighting of highly correlated variables, Spearman, Pearson and Kendall matrices Missing valuesmatrix, count, heatmap and dendrogram of missing values Text analysislearn about categories (Uppercase, Space), scripts (Latin, Cyrillic) and blocks (ASCII) of text data. ...
Correlationshighlighting of highly correlated variables, Spearman, Pearson and Kendall matrices Missing valuesmatrix, count, heatmap and dendrogram of missing values Text analysislearn about categories (Uppercase, Space), scripts (Latin, Cyrillic) and blocks (ASCII) of text data. ...
interquartile range Descriptive statistics like mean, mode, standard deviation, sum, median absolute deviation, coefficient of variation, kurtosis, skewness Most frequent values Histogram Correlations highlighting of highly correlated variables, Spearman, Pearson and Kendall matrices Missing values matrix, cou...
1.通过命令行运行 假如你的程序是Helloworld.exe,在cmd命令行运行时，增加参数即可： Hello一部分参数配...