Search: "data monitoring"

#finance #margin #gross-margin

finance Advanced

Diagnose margin compression that crept in over 4 quarters

Our gross margin dropped 6 points over 4 quarters and no single quarter triggere...

#education #parent-conference #classroom-management

education intermediate

Run a parent-teacher conference that produces a behavior change, not a list of grievances

Act as a veteran teacher coaching a colleague before a difficult parent-teacher ...

#data-quality #validation #checklist

Sanity-check a dataset before you trust a single number from it

You're a careful data analyst. Before I build anything on this dataset, give me ...

#contract-review #gaps #protections

legal Advanced

Spot the missing protections in an agreement before you sign

Act as a deal-experienced reviewer (not legal advice — say so). I will describe ...

#excel #data cleaning #power query

excel intermediate

Clean Messy Excel Data Step by Step

Act as a data cleaning specialist. My Excel sheet has these issues: [list proble...

#data #analysis #insights

data intermediate

Analyze a Dataset and Find Insights

Act as a data analyst. I have a dataset with these columns: [list columns]. Sugg...

Choose the right join before I merge two datasets

I have two tables I want to combine and I'll describe the key columns and what e...

#data #joins #sql

Clean and Deduplicate a Raw Dataset

Act as a data engineer. I have a raw dataset with these issues: [DESCRIBE — dupl...

#data #cleaning #etl

Write and Explain a SQL Query From Plain English

Act as a SQL expert. I will describe what I want in plain English and you will w...

#data #sql #databases

#data #data-modeling #spreadsheets

Design a Simple Data Model for My Spreadsheet

You are a spreadsheet/data modeling expert. Help me structure my data so it's cl...

#contract-review #vendor-contract #redline

legal Advanced

Spot the 5 Riskiest Clauses in a Vendor Contract Before Sending to Counsel

Pre-screen a vendor contract before I send it to legal. Contract: [PASTE OR DESC...

#data #definitions #quality

Spot a Data Definition Disagreement Before It Burns You

Two teams at my company are reporting different numbers for [metric name]. Team ...

#contracts #vendor #review

legal Intermediate

Legal: Spot the Risky Clauses in a Vendor Contract Before Signing

Read this vendor contract and flag the clauses that would matter in a bad scenar...

#coding #debugging #production

coding Intermediate

Coding: Trace a Bug That Only Reproduces in Production

I have a bug that won't reproduce locally but appears in production. Help me hun...

legal Advanced

Legal: Write a Privacy Policy Section for a New Data Collection Practice

We're starting to collect [type of data] for [purpose] and we need to update our...

#legal #privacy #gdpr

data Advanced

Data: Write a Backfill Query That Won't Take Down the Database

I need to backfill [COLUMN/TABLE] with [LOGIC]. The table has [N] rows. Write th...

#data #sql #backfill

#excel #charts #visualization

excel Beginner

Pick the chart that tells the story instead of the chart that's easy to make

I have a dataset and I'm about to default to a bar chart because that's what Exc...

#coding #architecture #microservices

coding Advanced

Decide whether this new feature belongs in our existing service or its own

We're about to build a new feature. Someone on the team wants to put it in our e...

Fix a column where 30% of values are 'kind of right but not parseable'

I have a column in a dataset that's supposed to be a phone number, date, or addr...

#data #cleaning #etl

#expansion #strategy #decision framework

business Advanced

Decide whether to launch in a new city or go deeper in the current one

We are at the fork between expanding to a second city next quarter or doubling d...

Build a SQL Style Guide That Survives a Growing Team

Act as a data platform tech lead. Write me a SQL style guide tailored to a 10-pe...

#sql #style-guide #dbt

Spot the leak in a funnel that drops 60% between two healthy steps

I have a 5-step funnel. Step 1→2 is healthy (95%), step 3→4 is healthy (88%), bu...

#data #analytics #funnel

#data #dashboards #metrics

Build a one-glance metrics dashboard for a non-technical CEO

Help me design a single-screen weekly metrics dashboard my CEO will actually rea...