Ruth📊

Civil Engineer → Data Analyst 📊
Learning in public | Building with SQL • Python • Power BI

[Ruth📊 @RuthlessData]

👋 Hi, I'm Ruth.

I'm a Civil Engineering graduate transitioning into Data Analytics.

I'm building projects using:

📊 Power BI
🐍 Python
🗃 SQL
📈 Excel
I'll be learning in public.
If you're into data, analytics, or building things, I'd love to connect.

[Ruth📊 @RuthlessData]

I explored GIS from a data analyst POV, looking at how location changes what numbers mean.

You can read the article here: https://t.co/Jkfx2Vpj2h

#GIS #Python #GeoPandas #DataAnalysis

[Ruth📊 @RuthlessData]

@Abdulazeez1hkk Thank you😊

[Ruth📊 @RuthlessData]

🚀 It's a wrap! AnalystLab Africa Internship Capstone Project!

I analyzed World Bank data across 9 African countries (2010–2023) to explore digital connectivity and economic development.

#DataAnalytics #PowerBI #DataAnalyticsInternship #AnalystLabAfrica #Python

[Ruth📊 @RuthlessData]

@AasiyahAtinuke Thank you🙂

[Ruth📊 @RuthlessData]

📊 Findings:

Internet penetration across 9 African countries more than doubled from 2010–2023, reaching 42.45%. South Africa led at 78.34%, while GDP per capita averaged ~$2,260.

In 2023, higher internet penetration was positively associated with GDP per capita.

[Ruth📊 @RuthlessData]

Week 7 of my data analytics internship: ETL & Automation ⚙️

Built a Python ETL pipeline using the OpenWeather API to extract weather data for 5 cities, transform it with Pandas, and load it into CSV and SQLite.

#Python #ETL #DataAnalytics #Pandas #AnalystLabAfrica

[Ruth📊 @RuthlessData]

@AasiyahAtinuke Thank you🙏

[Ruth📊 @RuthlessData]

Internship Task: Advanced Python

I analyzed AAPL stock data using Python, applying time-series analysis and feature engineering.

Used moving averages, returns and visualizations to uncover price trends and market patterns.

#Python #DataAnalysis #DataScience #AnalystLabAfrica

[Ruth📊 @RuthlessData]

I finally wrote about my transition from civil engineering to data analytics and what I have learned so far.

Give it a read here: https://t.co/qThNiAhY18

#Data #Careers #CareerTransition #CivilEngineering #DataAnalytics

[Ruth📊 @RuthlessData]

Last week I built interactive dashboards with Power BI. I analyzed Superstore sales, tracked KPIs, uncovered regional and product performance, and turned data into actionable business insights through effective data storytelling.

#PowerBI #DataAnalytics #DataVisualization

[Ruth📊 @RuthlessData]

@OA_Ibrahim_ Hi, okay

[Ruth📊 @RuthlessData]

Completed Week 5 of my Data Analytics Internship: Business Analytics Case Study 📊

I analyzed a Bank Marketing dataset to answer a key business question:

Why do some customers subscribe to term deposits while others don't?
#DataAnalytics #BusinessAnalytics #AnalystLabAfrica

[Ruth📊 @RuthlessData]

@monotones_ 😭

[Ruth📊 @RuthlessData]

@itscarolynnn2 😁😁

[Ruth📊 @RuthlessData]

@yayabossed_up That's great!

[Ruth📊 @RuthlessData]

@rehtaehzzj Congratulations 🎊

[Ruth📊 @RuthlessData]

@thtgurldej 👏🏽 👏🏽

[Ruth📊 @RuthlessData]

@kwanda_d It's the best feeling fr

[Ruth📊 @RuthlessData]

@envyxlishaa_ Congratulations👏🏽🎊