找出导致员工流失的因素,并探讨一些重要问题,例如“按工作角色和流失率显示离家距离的细分”或“按教育程度和流失率比较平均月收入”。这是由IBM数据科学家创建的虚构数据集。 数据列表 数据名称上传日期大小下载 WA_Fn-UseC_-HR-Employee-Attrition.csv2021-02-05222.63KB ...
ibm-hr-analytics-attrition-dataset-数据集 爱说**e〝上传数据集 WA_Fn-UseC_-HR-Employee-Attrition.csv (0)踩踩(0) 所需:1积分 沃尔玛产品详细信息-数据集 2025-02-25 07:16:00 积分:1 grakn-test-0.7.0.jar 2025-02-25 07:06:54 积分:1...
train['Over18'].value_counts() # 只包含一种属性train = train.drop(['EmployeeNumber','Over18'],axis=1) # 删除无用特征 4. 描述性统计 4.1 年龄、性别与是否离职关系图 f,ax=plt.subplots(1,2,figsize=(18,8))sns.violinplot("Gender","Age", hue="Attrition", data=train,split=True,ax=...
train = pd.read_csv('pfm_train.csv')train.head()test = pd.read_csv('pfm_test.csv')test.head() 2. 数据信息探索 train.info() 3. 删除无用特征 train['Over18'].value_counts() # 只包含一种属性train = train.drop(['EmployeeNumber','Over18'],axis=1) # 删除无用特征 4. 描述性...
df = pd.read_csv('/kaggle/input/ibm-hr-analytics-attrition-dataset/WA_Fn-UseC_-HR-Employee-Attrition.csv')df.head() df.dtypes Age int64 Attrition object BusinessTravel object DailyRate int64 Department object DistanceFromHome int64 Education int64 ...
df=pd.read_csv('/kaggle/input/ibm-hr-analytics-attrition-dataset/WA_Fn-UseC_-HR-Employee-Attrition.csv')df.head() 代码语言:javascript 复制 df.dtypes Age int64 Attrition object BusinessTravel object DailyRate int64 Department object DistanceFromHome int64 Education int64 EducationField object Employee...
5. Employee lifetime value and performance management analytics6. Talent attrition and retention analytics7. Employee wellness, health, and safety analytics What is the difference between HR and people analytics? HR analytics is where the data analyzed is exclusive to Human Resources. People ...
天池实验室 数据集 公共数据集 正文 ibm-hr-analytics-attrition-dataset 小师弟1233222020-10-20370CC-BY-SA-NC 4.0 新建Notebook 内容 Notebook 评论 描述 数据列表 数据名称上传日期大小下载 WA_Fn-UseC_-HR-Employee-Attrition.csv2020-10-20222.63KB 文档 目录...
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WA_Fn-UseC_-HR-Employee-Attrition.csv2021-02-05222.63KB 文档 IBM HR Analytics Employee Attrition & PerformancePredict attrition of your valuable employees IBM人力资源分析员工流失和绩效 预测您有价值的员工的流失 找出导致员工流失的因素,并探讨一些重要问题,例如“按工作角色和流失率显示离家距离的细分”或“...