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Python Programming Learning Circle
Python Programming Learning Circle
Dec 25, 2024 · Fundamentals

Using pandas‑profiling for Fast Exploratory Data Analysis in Python

This article introduces pandas‑profiling as a powerful Python library for automating exploratory data analysis, compares it with R's skimr and pandas.describe(), shows quick installation and usage examples, and explains how to customize reports via code or YAML configuration for small to medium datasets.

EDAdata analysisdata cleaning
0 likes · 8 min read
Using pandas‑profiling for Fast Exploratory Data Analysis in Python
Efficient Ops
Efficient Ops
Oct 21, 2020 · Operations

Mastering Sampler: Real-Time Shell Command Monitoring, Visualization, and Alerts

Sampler is a lightweight tool that lets you execute shell commands, visualize their output, and set up alerts using simple YAML configurations, enabling real‑time monitoring of databases, message queues, deployment scripts, and remote servers without requiring a full‑blown monitoring stack.

operationssamplershell monitoring
0 likes · 14 min read
Mastering Sampler: Real-Time Shell Command Monitoring, Visualization, and Alerts