On this Labor Day, I was pondering on the advances made in labor laws and opportunities. The US Labor Day and the International Workers' Day (May 1) date back to the 1880s. The early Labor days were a celebration of unions and early wins on legalizing the eight-hour workday. The subsequent focus was on establishing weekends, sick days, and paid time off. Now some 140 years later, the top labor issues are very much similar. The US Department of Labor lists Discrimination and Harassment, Wrongful Termination, Family and Medical Leave, Minimum Wage, Unsafe Workplace Conditions, and Workers' Compensation for Illness or Injury as the top employment issues. The kandi kit on Top Labor Issues and Solutions showcases open source and reusable libraries across these core issues of Discrimination, Harassment and Wrongful Discharge, Compensation, Family and Medical Leaves, Minimum Wage, Overtime, and Misclassification, and Workplace Safety. While there are a few hundred reusable libraries on each topic, there is still a significant opportunity for developing solutions. If you find any other libraries or use cases, publish them through your own kit.
Discrimination, Harassment and Wrongful Termination
These libraries cover topics across bias and discrimination across the employment lifecycle of hiring, pay, and termination/ discharge.
LinkedIn-Unconscious-Biasby revan
Workplace discrimination experiment.
LinkedIn-Unconscious-Biasby revan
Python 2 Version:Current License: No License
WomenInTheWorkplaceby sammanthagarcia
Digital Humanities 100 Project: Women in the Workplace. Discusses the differences between White Women and Women of Color in regards to income, occupation, and educational level. This repository contains: (1) data sets on occupation and income for White Women and Women of Color (Black, Asian, and Hispanic), (2) Storyboard (3) Poster (4) Jupyter Notebook.
WomenInTheWorkplaceby sammanthagarcia
Jupyter Notebook 0 Version:Current License: Permissive (MIT)
Salary_Predictionby ssy20
A machine learning approach to analyze employee data to discover potential discriminations at workplace
Salary_Predictionby ssy20
Jupyter Notebook 0 Version:Current License: No License
Walkthrough the data science life cycle with different tools, techniques, and algorithms. Use AIF360, pandas, and Jupyter notebooks to build and deploy a model on Watson Machine Learning.
employee-attrition-aif360by IBM
Jupyter Notebook 20 Version:Current License: Permissive (Apache-2.0)
blindpadby blindpad
Collaborative text editor (like Google Docs or CoderPad) with integrated semi-anonymizing voice chat intended to help reduce bias in technical communication.
blindpadby blindpad
TypeScript 195 Version:Current License: Permissive (Apache-2.0)
yikes-inc-level-playing-fieldby yikesinc
Plugin to receive anonymized job applications and fight bias in hiring and employment.
yikes-inc-level-playing-fieldby yikesinc
PHP 3 Version:Current License: Strong Copyleft (GPL-2.0)
Compensation, Family and Medical Leaves
These libraries cover topics across Compensation for Illness or Injury, and Family and Medical Leaves.
FMLA-Calculatorby Tafby
This tool will count 12 weeks from the selected date not including weekends or holidays.
FMLA-Calculatorby Tafby
JavaScript 1 Version:Current License: No License
Workers-Compensation-CaseStudy-NLPby datascience-enthusiast
Workers-Compensation-CaseStudy-NLPby datascience-enthusiast
HTML 7 Version:Current License: No License
Predict-Workers-Compensation-Claimsby lakshmiaji
Predict-Workers-Compensation-Claimsby lakshmiaji
Jupyter Notebook 0 Version:Current License: No License
Strategic Recommendations for worker's compensation
Strategic-Recommendation-for-claims-processing-organizationby agandham
R 1 Version:Current License: No License
Workplace Safety
These libraries cover topics across Unsafe Workplace Complaints and Conditions.
NaviSafeby UST_Global
Connected worker solution for Workplace Safety, Risk, and Efficiency Management
NaviSafeby UST_Global
Cloud API 0 Version:Current License: Others (SaaS)
Warny - Workplace Safety Applicationsby Bigmate
Cloud API 0 Version:Current
Warny enhances safety in the workplace through the innovative use of computer vision applications. Warny provides three core applications; vehicle collision avoidance, safe zone alerting and thermal analysis of people and industrial applications. Together these form the Warny ecosystem.
Warny - Workplace Safety Applicationsby Bigmate
Cloud API 0 Version:Current License: Others (SaaS)
WorkplaceSafetyby balakreshnan
AI based - Custom Vision Workplace Safety detection system.
WorkplaceSafetyby balakreshnan
JavaScript 14 Version:Current License: Permissive (MIT)
drowsy-driverby kdesai2018
Eye detection system that determines whether a driver is sleeping or not, built for UT Makeathon 2019. Won 1st overall, Best in Workplace Safety
drowsy-driverby kdesai2018
Python 1 Version:Current License: No License
chile-dt-publicby dssg
Improving Workplace Safety through Proactive Inspections in Chile
chile-dt-publicby dssg
R 1 Version:dssg2018 License: Others (Non-SPDX)
stuffdbby lrvick
A tool to make it trivial to use a mobile phone or web browser to digitally attach special instructions, considerations, safety concerns, notes, or tips about any object in a lab/shop/office environment accessible by generated QR code labels.
stuffdbby lrvick
Python 3 Version:Current License: No License
Minimum Wage, Overtime, and Misclassification
These libraries cover topics across Minimum Wage, Overtime, and Misclassification, and an interesting library to see your web purchases in multiples of minimum wages to emphasize the enormity of the issue.
OECD - Real Minimum Wagesby Crux_Informatics
Cloud API 0 Version:Current
Real hourly and annual minimum wages are statutory minimum wages converted into a common hourly and annual pay period for the 28 OECD countries and 4 non-member countries for which they are available.
OECD - Real Minimum Wagesby Crux_Informatics
Cloud API 0 Version:Current License: Others (SaaS)
Cloud API 0 Version:Current
The Current Employment Statistics (CES) program provides estimates of employment, hours, and earnings information on a national basis and in considerable industry detail. The Bureau of Labor Statistics collects payroll data each month from a sample of business and government establishments in all nonfarm activities. This product contains the complete dataset originally published at https://download.bls.gov/pub/time.series/ce. Sections 2-7 of the file ce.txt explain dataset features.
Current Employment Statistics: Empl, Hrs, and Earnings--Natl | U.S. BLSby Rearc
Cloud API 0 Version:Current License: Others (SaaS)
Free : US Average Hourly Earnings by Industryby Smart_Data
Cloud API 0 Version:Current
Current US average hourly earnings by industry. This dataset is updated on the first Friday of each month after Bureau of Labor Statistics releases the latest employment figures.
Free : US Average Hourly Earnings by Industryby Smart_Data
Cloud API 0 Version:Current License: Others (SaaS)
InfluenceExplorerby tech-inquiry
A tool for browsing an integrated stream of multinational procurement, lobbying, and labor relations data feeds.
InfluenceExplorerby tech-inquiry
Python 2 Version:Current License: Others (Non-SPDX)
UnionPlatformby gcoop-libre
An application to help in the communication between labor unions and its members.
UnionPlatformby gcoop-libre
JavaScript 0 Version:Current License: Others (Non-SPDX)
wageitby AngeloGiacco
👨💻 Chrome Extension which changes prices to hours on minimum wage https://👋👉.ml/wageit
wageitby AngeloGiacco
JavaScript 6 Version:Current License: Permissive (MIT)