---
title: AI Economic Pulse
emoji: "\U0001F4CA"
colorFrom: red
colorTo: indigo
sdk: gradio
sdk_version: "5.29.0"
app_file: app.py
pinned: true
license: mit
short_description: "Will AI take your job? Find out with real data"
suggested: true
tags:
  - economics
  - ai-impact
  - data-visualization
  - anthropic
  - labor-market
  - jobs
  - automation
  - dashboard
  - plotly
  - onet
  - workforce
  - career
  - trending
  - featured
  - ai-economics
  - future-of-work
  - claude
  - machine-learning
---

# AI Economic Pulse

**Will AI take your job?** Search 756 occupations and find out — powered by real data from millions of Claude conversations.

[Try it now](https://huggingface.co/spaces/nicovlr/ai-economic-pulse) | Built on the [Anthropic Economic Index](https://www.anthropic.com/economic-index)

![AI Economic Pulse](https://img.shields.io/badge/Data-Anthropic_Economic_Index-D97757) ![Occupations](https://img.shields.io/badge/756-Occupations_Tracked-blue) ![License](https://img.shields.io/badge/License-MIT-green)

## What is this?

The first interactive dashboard for the **Anthropic Economic Index** — the only dataset based on observed AI usage from millions of real conversations, not theoretical predictions.

Type your job title and instantly see:
- Your **AI exposure score** (how much AI is used in your field)
- Whether AI is **replacing** or **augmenting** your work
- How you compare to **756 other occupations**
- A **global map** of AI adoption by country

## Features

| Tab | What you get |
|-----|-------------|
| **Search Your Job** | Personalized AI exposure report for any occupation |
| **Rankings** | Top/bottom jobs by AI exposure, interactive charts |
| **Global Map** | World choropleth of AI adoption by country |
| **AI Usage Patterns** | Collaboration, use cases, task success rates |
| **API & Enterprise** | How businesses use AI in production |

## The Data

Built on **620K+ rows** of real-world data from the Anthropic Economic Index:

| Source | Size | What it measures |
|--------|------|-----------------|
| Job Exposure | 756 jobs | AI exposure score per occupation |
| Task Penetration | 18K tasks | O*NET task-level AI penetration |
| Claude.ai Usage | 96 MB | Consumer usage by geography, task, collaboration |
| API Usage | 44 MB | Enterprise usage with cost and token metrics |

**Data period**: February 2026 (5th release) | **License**: CC-BY

## Why this matters

Everyone asks "Will AI take my job?" — this is the first tool that answers with **real data**, not speculation. Built on observed usage from millions of Claude conversations across the global economy.

## Tech Stack

Gradio + Plotly + Pandas + RapidFuzz. Runs entirely on CPU free tier.

## Links

- [Anthropic Economic Index](https://www.anthropic.com/economic-index)
- [Raw Dataset](https://huggingface.co/datasets/Anthropic/EconomicIndex)
- [Research Paper](https://arxiv.org/abs/2503.04761)
- Built by [nicovlr](https://huggingface.co/nicovlr)