WebJul 18, 2024 · The dataset we will use for our case study is a simulated dataset created by IBM Watson Analytics which can be found on Kaggle. It contains 1470 employee entries and common 38 features (Monthly income, Job satisfaction, gender etc.) — one of which is our target variable (Employee) Attrition (YES/NO). Let’s take a look at our raw data. WebThe CSV revolves around a fictitious company and the core data set contains names, DOBs, age, gender, marital status, date of hire, reasons for termination, …
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WebAt the end of the analysis, we will try to model employee attrition by predicting the possible attritions using specific machine learning models. We will be using Kaggle's IBM HR Analytics Employee Attrition & Performance dataset for this analysis, and it has 35 features with 1470 rows of employee data. Further, there are no missing values in ... WebIt has various data points on our employees, but I’m most interested in whether they’re still with my company or whether they’ve gone to work somewhere else. And I want to … crack fs15
Are there any Open datasets for Human Resources?
WebMay 29, 2024 · Since we’re using the dataset cleaned within Dataiku, we run the following lines to read the dataset with dataiku then as Pandas and Spark: # Read Dataiku dataset from memory mydataset = dataiku . Dataset ( "IBM_clean_Hadoop" ) # Read the dataset as a Pandas Dataframe df_pd = mydataset . get_dataframe () # Read the dataset as a … WebThere are 3 employee survey datasets available on data.world. ... Employee Engagement (Performance Measure 2.13) Dataset with 80 projects 2 files 2 tables. Tagged. employee survey. 315. Comment. 1–3 of 3. Top open data topics. geospatial (1109) gis (1291) iati (1005) statbank (3110) hxl (2105) This data set is well-known in the People Analytics world. When IBM creates a data set that enables you to practice attrition modeling, you pay attention. The data set has 1470 rows and 35 columns. The data set contains data like age, gender, job satisfaction, environment satisfaction, education field, job … See more This enormous HR data set focuses on employee absence. It contains a staggering 8335 rows and 13 columns of data. The data set contains employee numbers and names, gender, city, job title, department, store … See more This HR data set focuses on absence at work. The data set contains 740 rows and 21 columns of data. The data set contains a number of employee IDs. Each row represents a certain quantity of absence – meaning that one … See more This next data set is literally a set containing five different smaller data sheets. The data set contains a core_datasheet, an … See more Edward Babushkin is a Russian people analyst and prolific writer. Through his Russian blog he has built a large community of people analytics practitioners and has become the face of people analytics in … See more diversional therapist training