You will get a clean, structured dataset ready for analysis; no duplicates, no errors
Project details
Messy data costs you time and leads to wrong decisions. I'll clean it up so you can actually use it.
I work with Excel and Google Sheets datasets across business, research, and operational contexts; handling duplicates, inconsistent formatting, missing values, broken formulas, and columns that make no sense to anyone but the person who built them.
I hold an MSc in Decision Science (quantitative analysis) and a BSc in Actuarial and Financial Mathematics. I know what clean data needs to look like before analysis So I don't just tidy, I structure.
What you'll get back: a clean, well-organized file ready for analysis or reporting, plus a short note explaining what was changed and why.
Not sure which package fits your dataset? Message me before ordering and we can figure it out together.
I work with Excel and Google Sheets datasets across business, research, and operational contexts; handling duplicates, inconsistent formatting, missing values, broken formulas, and columns that make no sense to anyone but the person who built them.
I hold an MSc in Decision Science (quantitative analysis) and a BSc in Actuarial and Financial Mathematics. I know what clean data needs to look like before analysis So I don't just tidy, I structure.
What you'll get back: a clean, well-organized file ready for analysis or reporting, plus a short note explaining what was changed and why.
Not sure which package fits your dataset? Message me before ordering and we can figure it out together.
Data Tool
Microsoft ExcelWhat's included
| Service Tiers |
Starter
$45
|
Standard
$75
|
Advanced
$120
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 1 | 2 | 3 |
Optional add-ons
You can add these on the next page.
Additional Revision
+$10Frequently asked questions
About Elhouda
Data Analyst & Decision Science Consultant
Kuwait City, Kuwait - 8:42 am local time
My work sits at the intersection of rigorous quantitative analysis and real world business decisions. I bring particular depth in MENA and Gulf market context, where language, cultural nuance, and consumer behavior shape outcomes as much as the numbers do, alongside broader experience in research, NGO, and commercial data work.
What I deliver:
MENA market research and consumer behavior analysis
Power BI dashboards and data storytelling
Statistical modeling, forecasting, and exploratory data analysis EDA.
Decision science consulting for complex and ambiguous problems
Bilingual deliverables, Arabic and English.
Methods and tools:
Regression and logistic regression
Time series analysis and forecasting, ARIMA and GARCH
Likert scale and survey data analysis
Linear programming and optimization
Hypothesis testing and A/B testing
Clustering and machine learning, random forest and K-means
Discrete event simulation
Technical stack:
Python, pandas, NumPy, scikit-learn, statsmodels
R
SQL and PostgreSQL
Power BI and DAX
Looker Studio
Excel ,Minitab, SPSS ,and Google Sheets
Background and experience:
Geospatial market analysis for a commercial client
Applied data science covering ARIMA, GARCH, random forest models, A/B testing, and clustering
Teaching applied statistics to business students.
Data work across research, NGO, and commercial contexts
If you need analysis that is technically sound, clearly communicated, and delivered in both Arabic and English, whether that is a dashboard, a forecast, a market study, or a decision framework for a problem that does not have an obvious answer, that is exactly where I work.
I would love to help with what you are working on.
Steps for completing your project
After purchasing the project, send requirements so Elhouda can start the project.
Delivery time starts when Elhouda receives requirements from you.
Elhouda works on your project following the steps below.
Revisions may occur after the delivery date.
Review & assess
I review your dataset to identify all issues; duplicates, formatting errors, missing values, and structural problems.
Clean & structure
I fix all identified issues and standardize the data so it's consistent and ready to use.