Somali Data Analyst

09/02/2026

Many people think data analysis is about dashboards.

In reality, most mistakes happen before visualization.

In a practice dataset, I found:
– missing values
– duplicate records
– wrong data types

I used Python pandas to clean the data before analysis.

Lesson:
Good charts cannot fix bad data.

08/02/2026

Most people think data analysis starts with charts.
But in my last practice project, 70% of my time was cleaning data.

I used Python pandas to handle missing values and duplicates.
After cleaning, the trend changed completely.

Lesson: Visualization without cleaning is dangerous.

29/01/2024

Is tijaabi sharaxaadna raaci test your self and explain it.

21/05/2023

𝐈 𝐮𝐬𝐞𝐝 𝐭𝐡𝐢𝐬 𝐩𝐫𝐨𝐣𝐞𝐜𝐭 𝐰𝐢𝐭𝐡 𝐩𝐲𝐭𝐡𝐨𝐧 𝐥𝐢𝐛𝐫𝐚𝐫𝐢𝐞𝐬 𝐩𝐚𝐧𝐝𝐚𝐬, 𝐍𝐮𝐦𝐩𝐲 𝐚𝐧𝐝 𝐦𝐚𝐭𝐩𝐥𝐨𝐭𝐥𝐢𝐛

https://github.com/devAbdifetah/Sales-analysis/blob/main/pandasSalesAnalysis.ipynb

21/12/2022

31/08/2022

𝐃𝐚𝐭𝐚 𝐚𝐧𝐚𝐥𝐲𝐬𝐢𝐬/Ablo-Ablaynta macluumaadku waa Farsamada(𝐭𝐞𝐜𝐡𝐧𝐢𝐪𝐮𝐞) ururinta(𝐜𝐨𝐥𝐥𝐞𝐜𝐭), badalida(𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦),
Iyo kala shaandhaynta(𝐨𝐫𝐠𝐚𝐧𝐢𝐳𝐞) macluumaadka
Si loo sameeyo saadaalin(prediction) loona gaadho go'aano(𝐝𝐞𝐜𝐢𝐬𝐢𝐨𝐧𝐬).
Waxuuna xal waara u helaa dhibaatooyinka ganacsiga oo ay ka Midyihiin waxa ay ugu yeedhaan 𝐝𝐨𝐰𝐧𝐰𝐚𝐫𝐝 business-ka.
Waxa jira habab la raaco marka data analysis la samaynayo:

✔️Ask or Specify Data Requirements
✔️Prepare or Collect Data
✔️Clean and Process
✔️Analyze
✔️Share
✔️Act or Report

for 𝐭𝐞𝐱𝐭 𝐛𝐨𝐥𝐝 refer 𝐲𝐚𝐲𝐭𝐞𝐱𝐭.𝐜𝐨𝐦

05/08/2022

Udub dhaxaadka cilmiga programming-ka

04/08/2022

Most frequent Methods used in python

03/08/2022

Picture says more then you explain

01/08/2022

Data analysis = Ablo-ablaynta xogta

09/07/2022

Eid mubarak to All muslims