viraldi.
Back to discovery
26:21
Technology & Computing / VIDEO

Exploratory Data Analysis with Python | Data Analyst Portfolio Project (E-Commerce Dataset)

Onur Baltaci· 20.3K subscribers

25d ago · English audio

In this Data Analyst Portfolio Project, we perform a complete Exploratory Data Analysis (EDA) on an e-commerce dataset using Python and popular data analysis libraries. You’ll learn how to clean, explore, analyze, and visualize e-commerce data to uncover meaningful patterns, trends, and insights from real-world shopping data. Throughout the project, we use Python, Pandas, NumPy, Matplotlib, and Seaborn to…

7.9×Score at discovery
6KViews
757Median · 34 videos

Outlier score

This score was measured on Sun, 25 Oct 2026 16:17:53 GMT. Current view counts may differ.

6K views ÷ a 757 baseline = 7.9×. Compared with 34 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.

YouTube snapshot: Sun, 25 Oct 2026 19:39:00 GMT. Counters may have changed.

Read the methodology

Artificial Intelligence & Data

Channel-balanced percentile: 42

Comparison details

85 videos from 54 other channels, with each channel weighted equally. Same format and language, with 10,000–99,999 subscribers. Observed at 605 hours after publication, within ±48 hours.

The comparison uses this broader topic because the specific niche has too few examples. This describes the collected sample, not all of YouTube. Updated Sun, 25 Oct 2026 19:51:32 GMT.

Niches & tags

Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools