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README.md

@@ -6,9 +6,10 @@ colorTo: indigo
 sdk: gradio
 sdk_version: "5.29.0"
 app_file: app.py
-pinned: false
+pinned: true
 license: mit
-short_description: "Explore how AI reshapes the global economy"
+short_description: "Will AI take your job? Find out with real data"
+suggested: true
 tags:
   - economics
   - ai-impact
@@ -22,33 +23,66 @@ tags:
   - onet
   - workforce
   - career
+  - trending
+  - featured
+  - ai-economics
+  - future-of-work
+  - claude
+  - machine-learning
 ---
 
 # AI Economic Pulse
 
-Interactive explorer for the [Anthropic Economic Index](https://www.anthropic.com/economic-index) — the most comprehensive dataset on real-world AI usage in the economy.
+**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
 
-- **Search Your Job** — Find any of 800+ occupations and get an AI exposure report
-- **Rankings** — See which jobs are most and least exposed to AI
-- **Global Map** — Geographic distribution of AI adoption worldwide
-- **AI Usage Patterns** — How people use AI: collaboration, use cases, task success
-- **API & Enterprise** — How businesses use AI in production
+| 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
 
-## Data
+## Why this matters
 
-Built on the Anthropic Economic Index dataset, which tracks real-world AI usage from millions of Claude conversations. Unlike theoretical predictions, this data shows what people *actually* use AI for.
+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.
 
-| Source | What it measures |
-|--------|-----------------|
-| Job Exposure (800+ jobs) | Which occupations are most exposed to AI |
-| Task Penetration | O*NET task-level AI usage rates |
-| Claude.ai Usage (96MB) | Consumer AI usage by country, task, collaboration pattern |
-| API Usage (44MB) | Enterprise AI usage with cost and token metrics |
+## Tech Stack
 
-## Tech
+Gradio + Plotly + Pandas + RapidFuzz. Runs entirely on CPU free tier.
 
-Gradio + Plotly + Pandas. All data processed on CPU free tier.
+## Links
 
-**Data**: [Anthropic](https://anthropic.com) (CC-BY) | **Dashboard**: [nicovlr](https://huggingface.co/nicovlr)
+- [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)