17 Dec 2025
all part of the journey.
wanting to quit and not quitting entirely.
so, here it goes:
✨day13/25daysofdatawithWIDA
did some further data cleaning with pandas.
standardized my response column(which was totally unnecessary)- found out while i was plotting at the end🥲.
2
2
44
5 Dec 2025
✨day12/25daysofdatawithWIDA
got a survey data from cdc on women's health. did some data exploration, removed the unnecessary columns to make my analysis easier.
#Consistency #womenindataafrica
2
7
92
2 Dec 2025
✨day 11/25daysofdatawithWIDA.
today, i took some lessons with sqlbolt and i learnt about OFFSET clause in sql.
i also did some hunting for a dataset on epidemiology with cdc.gov to practice python for data analysis
tough decision🥲
#womenindataafrica
1
6
99
Learnt that Good design from the start = easier maintenance and better performance longterm.
#25DaysofDatawithWiDA #WomenInDataAfrica #SQL #DatabaseDesign #DataAnalytics
18
Day 18 of #25DaysofDatawithWiDA
I completed and presented my mini project to the class today. Completing my SQL journey with Tech4Dev after the big assessment next week. And starting Python for data science.
2
1
66
Day 17 of #25DaysOfDataChallenge
Turns out I’m the one presenting the mini-project on behalf of my group. Finally I can say “yay I get CTEs now!”
And with the way I managed to tackle the project from start to finish, it’ll go well tomorrow🙂↕️🙂↕️
#25DaysofDatawithWiDA
14
From SQL noob last Monday to SQL intermediate this Monday! Basically, I covered error handling, selecting,querying, filtering,summarizing,sorting and grouping data.
Next agenda on the list is to work on a project🤭
#25DaysofDatawithWiDA #WomenInData #25daysofConsistencywithWiDA
9
Day 5/25 - SQL JOINs
Another slow-paced day
Steady progress I think 🙂
What I covered today:
INNER JOIN - Combining matching records from multiple tables
LEFT JOIN & RIGHT JOIN
#25daysofDatawithWiDA #25daysofconsistencywithWiDA
1
18
14 Nov 2025
analysis tells you what happened—storytelling helps you explain why it matters.
data without narrative is just noise. learning to bridge that gap. #25DaysofDatawithWiDA #DataResources #WomenInData
2
26
Yesterday was Day 4/25 of the WiDA Data Challenge! If I could master any three data skills instantly, I'd choose Python, Machine Learning, and SQL because I'm struggling with them, I guess. What's on your data skills wishlist? #25DaysofDatawithWiDA #DataSkills #WomenInDataAfrica
42
13 Nov 2025
explored Excel Power Query to clean my dataset. first time using it in Excel, but Power BI skills came through. love when tools connect like that.
#25DaysofDatawithWiDA #25daysofConsistencywithWiDA #DataJourney
1
60
13 Nov 2025
tools used: Excel. Power Query. Pivot Table
#25DaysofDatawithWiDA #BuildinginPublic #healthcaretech #DataSkills #ExcelDashboard #WomenInDataAfrica
1
58
I'm still trying to figure this out honestly, trying out different coping mechanisms to find one that sticks and be aware of when my plate is full so I don't keep taking on tasks. Who else has experienced this before? #25DaysofDatawithWiDA #DataChallenges #WomenInTech
9
Day 2/25 of the WiDA Data Challenge! On that day, I studied Advanced Queries and learned about filtering records, both numerical and textual data in SQL.
#25DaysofDatawithWiDA #25daysofConsistencywithWiDA #DataJourney
1
22
13 Nov 2025
Day 1 & 2 of WIDA Challenge (Late Post Alert)
Hello Data Fam! 👋
I’m excited to join the #25DaysOfDatawithWiDA challenge. It kicked off on Monday, and though I started then, I’m just getting around to making a post now (I’ll do better, I promise 😅).
1/5
4
1
37
Combo
COALESCE(NULLIF(a, 0), 'Not Provided'
This converts zeros to NULL, then replaces them with a message. #25DaysofDatawithWiDA #25daysofConsistencywithWiDA #DataJourney
13