17 Dec 2025
all part of the journey.
wanting to quit and not quitting entirely.
so, here it goes:
β¨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 endπ₯².
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5 Dec 2025
β¨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
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2 Dec 2025
β¨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 decisionπ₯²
#womenindataafrica
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14 Nov 2025
analysis tells you what happenedβstorytelling helps you explain why it matters.
data without narrative is just noise. learning to bridge that gap. #25DaysofDatawithWiDA #DataResources #WomenInData
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11 Nov 2025
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I am excited to join the 25 Days of Data challenge hosted by @WomenInDataAfri
#25DaysOfDataWithWiDA
During this period, I'll try my best to complete the PostgreSQL course I'm currently taking on DataCamp while still dedicating time to the @Tech4DevHQ Women Techsters program.
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Hey guys joined the #25DaysofDatawithWiDA challenge β¨
As someone who struggles with inconsistency, I hope to not only learn SQL but also fix that habit.
I'll be learning SQL for the challenge and my goal is to write advanced queries by the end of these 25 days
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10 Nov 2025
#πππππ²π¬ππππππ ππ‘ππ₯π₯ππ§π π
Hey Data Communityπ
I am very excited to join the #πππππ²π¬π¨ππππππ°π’ππ‘ππ’ππ challenge hosted by @WomenInDataAfri
For the first two weeks, I will study for the Azura AI certificate.
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5 Aug 2025
Day 24/25
Guided Project on Data Visualisation on US Music Revenue
#womenindataafrica #25daysofdatawithwida #25daysofconsistency #womeninsales #womenintech #FDSAIImmersive32025 #SplendorAnalytics
4 Aug 2025
Day 23/25.
Airline Dataset Analysis Project.
8 cases Resolution.
Without data, you're just another person with an opinion." β W. Edwards Deming
#womenindataafrica #25daysofdatawithwida #25daysofconsistency #womeninsales #womenintech #FDSAIImmersive32025
#SplendorAnalytics
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1 Aug 2025
Day 22/25
@Fatimah_Analyst
Shoutout to Fatimah for her consistency!
One of the people that Inspired me in the cause of the challenge.
#womenindataafrica
#25daysofdatawithwida #25daysofconsistency #womeninsales #womenintech
Today's Learning-FDSAI Immersive 3 cohort Assignment.
31 Jul 2025
Day 21/25
Power of Community and I also learnt that I am capable of more than I thought.
#womenindataafrica
#25daysofdatawithwida
#25daysofconsistency
#womeninsales
#womenintech
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24 Jul 2025
Day 20/25
You are part of something way bigger-Beyonce.
Learning-Started Data Visualisation Via Excel
Not giving up-It's okay to slip but get back on the Track.
#womenindataafrica
#25daysofdatawithwida
#25daysofconsistency
#womenintech
#womeninsales
23 Jul 2025
Day 19/25
βIf you torture the data long enough, it will confess to anything.β
Ronald Coase (British Economist & Nobel Prize Winner, 1991)
Today's Lessons-Data Cleaning
Removing Blank Cells
Adjusting Rows and Columns
Formatting Table
Merging Columns
Distributing Cell Content.
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14 Jul 2025
Day 15/25
Today's Learning with Chandoo(Useful Excel Concepts in excel)
youtu.be/VT479YDPB0I?si=YILjβ¦
#womenindataafrica
#25daysofdatawithwida
#25daysofconsistency
11 Jul 2025
Day 14/25
βIt is better to look ahead and prepare than to look back and regret.β
-Jackie Joyner-Kersee.
Refresher on Pivot Tables
YouTuber-Chandoo
#25daysofdatawithwida
#25daysofconsistency
#womenindataafrica
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8 Jul 2025
Day 12/25
YouTube Video by Chandoo on Power Query
Practice makes progress
We practice consistently not to become perfect but to progressively grow each day.
#womenindataafrica
#25daysofdatawithwida
#25daysofconsistency
7 Jul 2025
Day 11/25
Loving the progress I've made so far! Documenting my journey has been a game changer for me,
It's helped me track my growth and stay motivated.
#womenindataafrica
#25DaysofDatawithWiDA
#25daysofconsistency
Youtube-Excel Shortcuts and 10advanced XlookupTipsand Tricks
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7 Jul 2025
Day 11/25
Loving the progress I've made so far! Documenting my journey has been a game changer for me,
It's helped me track my growth and stay motivated.
#womenindataafrica
#25DaysofDatawithWiDA
#25daysofconsistency
Youtube-Excel Shortcuts and 10advanced XlookupTipsand Tricks
4 Jul 2025
Day 10/25
Shoutout to the amazing WiDA community During this challenge, I'm super grateful for the support and motivation from fellow participants , We've been lifting each other up, sharing knowledge, and growing together
Today's Learning-Pivot Table
#womenindataafrica
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2 Jul 2025
Day 8/25
Still Learning IF via Chandoo Youtube Video
One challenge I'm facing is juggling my 9-5 job with the #25DaysofDatawithWiDA Challenge To overcome this, I'm prioritizing my time and setting realistic goals.
#womenindataafrica
#25daysofconsistency
1 Jul 2025
Day 7/25
Celebrating small wins
I've realized that showing up daily to learn and practice data skills is a huge accomplishment for me.
It's building my confidence and skills, and I'm excited to see my progress!
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2 Jul 2025
Day 10/25
Still on thisππ
#25daysofDatawithWIDA
#25daysofConsistencywithWIDA
1 Jul 2025
Day 9/25
Today on statistics, I studied measures of relative position(percentiles, quartiles, five-number summary (box plots), and z-scores)
Not only am I learning how to calculate them in code, but also by handππ
#25daysofDatawithWIDA
#25daysofconsistencywithWIDA
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1 Jul 2025
Day 9/25
Today on statistics, I studied measures of relative position(percentiles, quartiles, five-number summary (box plots), and z-scores)
Not only am I learning how to calculate them in code, but also by handππ
#25daysofDatawithWIDA
#25daysofconsistencywithWIDA
30 Jun 2025
Day 8/25
I didnβt get much done today, but Iβm showing up anywayππͺπ½
#25daysofDatawithWIDA
#25daysofconsistencywithWIDA
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30 Jun 2025
Day 8/25
I didnβt get much done today, but Iβm showing up anywayππͺπ½
#25daysofDatawithWIDA
#25daysofconsistencywithWIDA
29 Jun 2025
Day 7/25
Today I revised measures of central tendency and spread.
Understanding these basics help show how data is distributed and how they influence the kind of analysis or conclusions drawnπ
#25daysofDatawithWIDA
#25daysofconsistencywithWIDA
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29 Jun 2025
Day 7/25
Today I revised measures of central tendency and spread.
Understanding these basics help show how data is distributed and how they influence the kind of analysis or conclusions drawnπ
#25daysofDatawithWIDA
#25daysofconsistencywithWIDA
28 Jun 2025
Day 6/25
For the rest of this challenge, Iβll be focusing on the statistics course I started a while back, as building a strong foundation in statistics is key to getting better at analyzing data and drawing meaningful insights
#25daysofDatawithWIDA
#25daysofconsistencywithWIDA
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29 Jun 2025
"Weekend break from the #25DaysofDatawithWiDA challenge gave me the perfect opportunity to catch up on 'Atomic Habits' by James Clear. Some key snippets that resonated with me
Ready to dive back into data tomorrow! #25daysofconsistency #womenindataafrica #AtomicHabits
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