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Company Salary by Business Level Dataset
Data Science and Analytics
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About
This dataset provides insights into the salary structure of a company, detailing the salary offered for various business levels. It is a simple dataset, ideal for machine learning predictions, particularly for polynomial and linear regression modelling. The dataset comprises three columns and ten rows, offering a concise overview of salary progression within the company.
Columns
- Position: Describes the position held within the company. This column contains 10 unique values, all of which are valid.
- Level: Represents the specific position level. This column has 10 total values, all valid, with a mean level of 5.5 and a standard deviation of 2.87. Levels range from a minimum of 1 to a maximum of 10, with 25% of positions at level 3 or below, 50% at level 6 or below, and 75% at level 8 or below.
- Salary: Indicates the salary offered for each position. This column also has 10 total valid values. The mean salary is 217k, with a standard deviation of 270k. Salaries range from a minimum of 45.0k to a maximum of 1000k, with 25% of salaries at 60.0k or below, 50% at 150k or below, and 75% at 220k or below.
Distribution
The dataset is provided in a CSV format and has a size of 248 B. It is structured with 3 columns and 10 rows, providing clear, valid data across all entries. All position, level, and salary entries are 100% valid with no missing or mismatched values.
Usage
This dataset is well-suited for various applications, including:
- Machine learning predictions
- Polynomial and linear regression analysis
- Data analytics projects focused on salary structures
- Educational purposes, demonstrating regression techniques
Coverage
The dataset focuses on company levels and corresponding salaries. It does not contain information regarding geographic scope, specific time ranges, or demographic details of the employees. It consists of 10 unique data points, covering 10 distinct positions and levels within a company.
License
CC0: Public Domain
Who Can Use It
This dataset is beneficial for:
- Data scientists and machine learning engineers looking for a simple dataset to practice regression models.
- Students and educators in computer science or data analytics for learning and teaching purposes.
- Individuals interested in salary prediction or understanding corporate pay scales.
Dataset Name Suggestions
- Company Salary by Business Level Dataset
- Employee Level Salary Data
- Corporate Salary Structure Dataset
- Salary Prediction Dataset for Regression
Attributes
Original Data Source: Company Salary by Business Level Dataset
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