AI-powered data analysis, cleaning, and dashboard generator CLI tool
Project description
DataMind AI
AI-powered data analysis, cleaning, and dashboard generator CLI tool.
O'rnatish
pip install datamind-ai
API Key olish (bepul)
Groq dan API key oling: https://console.groq.com
export GROQ_API_KEY='sizning-api-key'
Ishlatish
Interaktiv rejim (tavsiya etiladi)
datamind chat
load data.csv
diagnose
fix
dashboard qilib ber
qaysi mahsulot eng ko'p sotilgan?
exit
Buyruqlar
# Data tahlil va dashboard
datamind analyze data.csv -o report.html
# Muammolarni aniqlash
datamind diagnose data.csv
# AI avtomatik tuzatish
datamind fix data.csv -o cleaned.csv
# Data tozalash
datamind clean data.csv -o cleaned.csv
# Validatsiya
datamind validate data.csv
# AI ga savol
datamind query data.csv "eng ko'p sotilgan mahsulot?"
# Ma'lumot
datamind info data.csv
Imkoniyatlar
- CSV, Excel, JSON fayllarni yuklash
- AI bilan avtomatik data tahlil
- Dublikatlarni o'chirish
- Bo'sh qiymatlarni to'ldirish
- Outlierlarni tuzatish
- Interaktiv HTML dashboard yaratish
- Natural language bilan ishlash
Litsenziya
MIT
Release history Release notifications | RSS feed
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