Top Labor Issues and Solutions

by abala

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.

Use the open source, cloud APIs, or public libraries listed below in your application development based on your technology preferences, such as primary language. The below list also provides a view of the components' rating on different dimensions such as community support availability, security vulnerability, and overall quality, helping you make an informed choice for implementation and maintenance of your application. Please review the components carefully, having a no license alert or proprietary license, and use them appropriately in your applications. Please check the component page for the exact license of the component. You can also get information on the component's features, installation steps, top code snippets, and top community discussions on the component details page. The links to package managers are listed for download, where packages are readily available. Otherwise, build from the respective repositories for use in your application. You can also use the source code from the repositories in your applications based on the respective license types.

Discrimination, Harassment and Wrongful Termination

These libraries cover topics across bias and discrimination across the employment lifecycle of hiring, pay, and termination/ discharge.
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unbiasifyby Unbiasify

A tool to help reduce unconscious biases

JavaScript Updated: 8 mo ago License: Permissive

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LinkedIn-Unconscious-Biasby revan

Workplace discrimination experiment.

Python Updated: 2 y ago License: No License

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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.

Jupyter Notebook Updated: 5 mo ago License: Permissive

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Salary_Predictionby ssy20

A machine learning approach to analyze employee data to discover potential discriminations at workplace

Jupyter Notebook Updated: 5 mo ago License: No License

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employee-attrition-aif360by IBM

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.

Jupyter Notebook Updated: 5 mo ago License: Permissive

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blindpadby blindpad

Collaborative text editor (like Google Docs or CoderPad) with integrated semi-anonymizing voice chat intended to help reduce bias in technical communication.

TypeScript Updated: 7 mo ago License: Permissive

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yikes-inc-level-playing-fieldby yikesinc

Plugin to receive anonymized job applications and fight bias in hiring and employment.

PHP Updated: 2 y ago License: Strong Copyleft

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Compensation, Family and Medical Leaves

These libraries cover topics across Compensation for Illness or Injury, and Family and Medical Leaves.
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FMLA-Calculatorby Tafby

This tool will count 12 weeks from the selected date not including weekends or holidays.

JavaScript Updated: 3 y ago License: No License

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Workers-Compensation-CaseStudy-NLPby datascience-enthusiast

HTML Updated: 1 y ago License: No License

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Predict-Workers-Compensation-Claimsby lakshmiaji

Jupyter Notebook Updated: 4 mo ago License: No License

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Strategic-Recommendation-for-claims-processing-organizationby agandham

Strategic Recommendations for worker's compensation

R Updated: 9 mo ago License: No License

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Workplace Safety

These libraries cover topics across Unsafe Workplace Complaints and Conditions.
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NaviSafeby UST_Global

Connected worker solution for Workplace Safety, Risk, and Efficiency Management

Cloud API Updated: Current License: Proprietary

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Warny - Workplace Safety Applicationsby Bigmate

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.

Cloud API Updated: Current License: Proprietary

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WorkplaceSafetyby balakreshnan

AI based - Custom Vision Workplace Safety detection system.

JavaScript Updated: 8 mo ago License: Permissive

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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

Python Updated: 2 y ago License: No License

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chile-dt-publicby dssg

Improving Workplace Safety through Proactive Inspections in Chile

R Updated: 2 y ago License: Proprietary

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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.

Python Updated: 1 y ago License: No License

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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.
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OECD - Real Minimum Wagesby Crux_Informatics

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.

Cloud API Updated: Current License: Proprietary

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Current Employment Statistics: Empl, Hrs, and Earnings--Natl | U.S. BLSby Rearc

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.

Cloud API Updated: Current License: Proprietary

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Free : US Average Hourly Earnings by Industryby Smart_Data

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.

Cloud API Updated: Current License: Proprietary

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InfluenceExplorerby tech-inquiry

A tool for browsing an integrated stream of multinational procurement, lobbying, and labor relations data feeds.

Python Updated: 5 mo ago License: Proprietary

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UnionPlatformby gcoop-libre

An application to help in the communication between labor unions and its members.

JavaScript Updated: 1 y ago License: Proprietary

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wageitby AngeloGiacco

👨‍💻 Chrome Extension which changes prices to hours on minimum wage https://👋👉.ml/wageit

JavaScript Updated: 8 mo ago License: Permissive

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