All projects
data
An analytics pipeline and dashboard
Build a pipeline that ingests messy sales data, cleans it, and answers real questions in a dashboard.
Why it matters
Data roles screen hard on whether you handle dirty input honestly. Documenting what you dropped and why is the part that separates an analysis someone can trust from a pretty chart.
What you build
- Ingestion that survives malformed rows
- Cleaning with every decision documented
- Aggregate queries answering stated questions
- A dashboard that makes the answers obvious
If you want more
- Scheduled refresh
- Anomaly detection on the series
Build it
Missing values, duplicates and the wrong dtypes. This is most of the job.
Material for the whole build
Shows the full analytics path — ingestion, honest cleaning, aggregation, and presentation — with the assumptions written down.
Get a plan built around projects like this