Curated

(5/5)

Spot Workplace Discrimination Patterns with AI

Spot Workplace Discrimination Patterns using ScrapingBee, Glassdoor, OpenAI, and QuickChart

Integrations Used (5)

Workflow Structure (26 nodes)

100%

Manual Trigger

When clicking ‘Test workflow’

Set

SET company_name

Set

Define dictionary of demographic keys

Http Request

ScrapingBee Search Glassdoor

Html

Extract company url path

Http Request

ScrapingBee GET company page contents

Html

Extract reviews page url path

Http Request

ScrapingBee GET Glassdoor Reviews Content

Html

Extract Overall Review Summary

Html

Extract Demographics Module

Langchain.information Extractor

Extract overall ratings and distribution percentages

Langchain.lm Chat Open Ai

OpenAI Chat Model2

Set

Define contributions to variance

Set

Set variance and std_dev

Code

Calculate P-Scores

Set

Sort Effect Sizes

Langchain.chain Llm

Text Analysis of Bias Data

Quick Chart

QuickChart Bar Chart

Langchain.lm Chat Open Ai

OpenAI Chat Model

Langchain.information Extractor

Extract demographic distributions

Langchain.lm Chat Open Ai

OpenAI Chat Model1

Merge

Set

Calculate Z-Scores and Effect Sizes

Code

Format dataset for scatterplot

Set

Specify additional parameters for scatterplot

Http Request

Quickchart Scatterplot

Node Types:

trigger

default

logic

transform

http

code

Requires credentials

Prerequisites

Required Credentials (2)

Http Query Auth

Used by: ScrapingBee Search Glassdoor, ScrapingBee GET company page contents +1 more

Docs

OpenAI

Used by: OpenAI Chat Model1, OpenAI Chat Model2 +1 more

Docs

Complexity

Advanced

Expert level. Custom code, complex logic, many integrations.

Setup time: ~45 min

Score: 73/100

Custom Code

Conditional Logic

4 Integrations

When to Use This Workflow

AI-Powered Content Creation

Automate content generation, summarization, or analysis using AI capabilities.

Save hours of manual work while maintaining quality and consistency.

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "vzU9QRZsHcyRsord",
  "meta": {
    "instanceId": "a9f3b18652ddc96459b459de4fa8fa33252fb820a9e5a1593074f3580352864a",
    "templateCredsSetupCompleted": true
  },
  "name": "Spot Workplace Discrimination Patterns with AI",
  "tags": [
    {
      "id": "76EYz9X3GU4PtgSS",
      "name": "human_resources",
      "createdAt": "2025-01-30T18:52:17.614Z",
      "updatedAt": "2025-01-30T18:52:17.614Z"
    },
    {
      "id": "ey2Mx4vNaV8cKvao",
      "name": "openai",
      "createdAt": "2024-12-23T07:10:13.400Z",
      "updatedAt": "2024-12-23T07:10:13.400Z"
    }
...