Data Analyst
Collect, process, analyse and present data - from supporting everyday business decisions to driving global change.
GET IN TOUCHComing from a background in social psychology and social research, I have theoretical and practical knowledge in survey design and impact assessment. I have data collection and management experience with Kobo Toolbox, Qualtrics, Commcare and Airtable.
As an Alteryx Designer Advanced Certified analyst I can offer support on improving existing workflows and creation of new processes, covering data transformation, unification, spatial and predictive analysis, and more.
I am a Tableau expert with extensive knowledge of data visualisation best-practices. I have experience creating interactive tools and static infographics that can be consumed online or in print. Besides Tableau I have worked primarily with Power BI and Flourish.
I am Naledi, a consulting data analyst and social researcher passionate about working with organisations that want to make effective use of their data; from the first ideas around what you want to measure and how to capture data accurately, through data preparation, analysis and management, all the way to impactful presentation of insights. I can support each step of the process to enable your organisation in making evidence-driven decisions or share insights with new audiences. I also offer training in Tableau and data visualisation best practices.
I am available for short-term projects and part-time longer-term engagements.
A sample of my work
A tool for policy-makers to explore complex survey data. Compare cities & districts. Created with Power BI.
Visualising estimates of obstetric fistula prevalence based on an academic research paper.
Using Mapbox and Tableau to raise awareness of migrant deaths. Awarded "Viz of the Day".
Power BI tool for the Monitoring & Evaluation of the Early Warnings For All initiative.
Interactive tool to explore where clinical data collection about obstetric fistula is most successful.
Policy makers' knowledge on gender issues. Featured in "Makeover Monday".
Advised on survey visualisation and technical Tableau for IT-trends report 2018. Project in German.
Self-quantification: books read, infographic style inspired by Nicholas Felton.
Alteryx macro that uses an API to extract data from Airtable.
An animated data story built with Flourish to present the findings of a UNDP climate report.
Real-time credit and market risk metrics for treasury teams. Power BI · SQL.
Execution quality and P&L views for asset managers. Tableau · Python.
Portfolio composition, delinquency and provisioning by segment. Power BI · Alteryx.
Automated regulatory and board reporting with drill-through. Power BI · SSRS.
Sales, footfall and conversion by store and region. Tableau · Excel.
Online revenue, basket size and channel mix. Power BI · Google Analytics.
Stock levels, turnover and reorder points by SKU and warehouse. Tableau · SAP.
RFM and cohort analysis for marketing and loyalty. Power BI · Python.
Geographic and time-based sales analysis with targets. Tableau · Mapbox.
Readmission rates, length of stay and outcome metrics by pathway. Power BI · NHS data.
Immunisation uptake by region and demographic for public health. Tableau · Flourish.
Service coverage and gaps across districts with demographic overlay. QGIS · Tableau.
Flood hazard and exposure mapping for planning and insurance. ArcGIS · Python.
Routes, demand and capacity visualisation for urban transport. Mapbox · Tableau.
Key metrics and impact visualisations for an NGO annual report. Illustrator · Tableau.
Outputs, outcomes and beneficiary reach for programme teams. Power BI · Commcare.
It's been great working with you, from the very first conversation scoping the project to delivering the final product. You were extremely quick to understand our objectives as well as our rather cumbersome dataset and you very much added to our initial thinking about what the viz can look like/be able to do. Communication was consistently clear and prompt, making the whole process very easy to manage for us. For what it's worth, I hope we get the chance to do more of this together in the future, as our plans develop.
A practical comparison of REST and GraphQL — when to use each and how to integrate them in your stack.
How to use Copilot, ChatGPT, and other AI assistants to ship faster without sacrificing code quality.
Fewer bugs, better refactors, and clearer contracts. A short case for moving from JavaScript to TypeScript.
From GitHub Actions to deployment — set up a simple pipeline so you ship with confidence.
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Do you have a project I can help you with? Let's talk about it.