Login required to access the wiki. Please register to create your login credentials We apologize for any inconvenience this may cause, but please note that this step is necessary to protect your privacy and ensure a safer browsing experience. Thank you for your cooperation. Documents available for download: GAMSO , GSBPM , GSIM |
This page contains generative AI use cases in national and international statistical organizations presented at various relevant meetings. If you want your use case / research to be added, please submit it via this form
| Use case type | Target user | Title | Resource type | Organisation | Date | Models | Approach | Tools | Code availability |
|---|---|---|---|---|---|---|---|---|---|
| Code translation / generation | Internal | Report | Ireland CSO | 2023-12 |
|
|
|
| |
| Code translation / generation | Internal | SAS to R conversion: the use of LLM | Presentation | France Insee | 2023-11 |
|
|
| |
| Text generation - analysis report | Report | Canada | 2023-11 |
|
|
|
| ||
| Text edit | Internal | Leveraging AI-assistants for better metadata and communication | Presentation | BIS | 2024-03 | GPT 3.5 | Prompt engineering, RAG | OpenAI AI Assistant |
|
| Communication materials - texts | Internal / External | Use of AI in the communication and dissemination of statistics | Indonesia BIS | 2024-03 | GPT 3.5 | Prompt engineering | ChatGPT | N/A | |
| Communication materials - images | Internal / External | Use of Generative AI in ESTAT | Presentation | Eurostat | 2024-04 | Prompt engineering | DALL.E, ChatGPT 4, Adobe Firefly, Image Creator, Midjourney | N/A | |
| Information search | UNCTAD |
| RAG |
|
| ||||
| Information search | External | Using large language models (LLMs) to improve website search experience with StatsChat | Report | UK ONS | 2023-08 | Flan-T5; all-mpnet-base-v2 | RAG | Flask | |
| Information search | External | OECD | GPT 3.5 | RAG | MILA wrapper? |
| |||
| Data search | External | IMF |
|
|
|
|
Typology for use case type
| Use case type | Examples |
|---|---|
| Code translation / generation | code translator from SAS to R |
| Synthetic data generation | textual description of statistical classification system codes |
| Communication materials - texts | press release, social media post |
Communication materials - images or videos | |
Drafting analysis report | |
| Text analysis for micro-level data processing | classification of text description into statistical classification system codes |
Text analysis for research purpose | market analysis from news papers |
Data search | converting data search through SDMX and LLM |
Information search | content search from organization’s website, internal documents |
Assisting in administrative tasks | internal email, meeting notes, preparing presentation slides |