---
title: "Discussion on \"Equal to a Genius: My Thirteenth Week with DataraFlow\" | Hashnode"
description: "Discussion on \"Equal to a Genius: My Thirteenth Week with DataraFlow\". A Week 13 DataraFlow reflection on Python web scraping, Wikipedia challenges, and a full UNILAG UTME cut-off marks analysis using Pandas and data storytelli"
url: "https://hashnode.com/posts/equal-to-a-genius-my-thirteenth-week-with-dataraflow/694210a099a2fafe09cb4452"
---

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# [Equal to a Genius: My Thirteenth Week with DataraFlow](https://lines-of-code-layers-of-growth.hashnode.dev/equal-to-a-genius-my-thirteenth-week-with-dataraflow?utm_source=hashnode&utm_medium=feed)

A Week 13 DataraFlow reflection on Python web scraping, Wikipedia challenges, and a full UNILAG UTME cut-off marks analysis using Pandas and data storytelli

Dec 17, 2025 · 9 min read · lines-of-code-layers-of-growth.hashnode.dev  
Updated Dec 18, 2025  
Read the article

-   [#utme-cut-off-analysis](https://hashnode.com/tag/utme-cut-off-analysis)
-   [#unilag-data-analysis](https://hashnode.com/tag/unilag-data-analysis)
-   [#dataraflow](https://hashnode.com/tag/dataraflow)
-   [#python-web-scraping](https://hashnode.com/tag/python-web-scraping)
-   [#pandas-for-data-analysis](https://hashnode.com/tag/pandas-for-data-analysis)
-   [#data-analysis](https://hashnode.com/tag/data-analysis)
-   [#data-science-learning](https://hashnode.com/tag/data-science-learning)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#data-storytelling](https://hashnode.com/tag/data-storytelling)

## Written by

[Edidiayo Fakunle](https://hashnode.com/@dayothed)

@dayothed

  
[View profile](https://hashnode.com/@dayothed)

Learning today to implement tomorrow

## Responses 1

Markdown supported · ⌘↵ to post

[Winner Emeto](https://hashnode.com/@emetowinner)

[Dec 18, 2025](https://hashnode.com/posts/equal-to-a-genius-my-thirteenth-week-with-dataraflow/694210a099a2fafe09cb4452/comment/6943a2de3d5cd1689eec1658)

Love the approach you took here, good job!

[Edidiayo Fakunle](https://hashnode.com/@dayothed)

[Dec 19, 2025](https://hashnode.com/posts/equal-to-a-genius-my-thirteenth-week-with-dataraflow/694210a099a2fafe09cb4452/comment/6943a2de3d5cd1689eec1658#reply-69449645cd2a4eec1f27eb17)

Thank you very much sir.