Data Analysis
Professional data work from cleaning and exploration through to dashboards and strategic reporting. No machine learning or AI development. Business-focused analysis and insight delivery.
Data Cleaning and Preparation — Standard (up to 10,000 rows, up to 20 columns)
Takes the client's raw dataset and produces a clean, structured, analysis-ready version with full documentation of every change made.
What's included (8 items)
- –Duplicate detection and removal
- –Missing value assessment and treatment
- –Inconsistent formatting standardised
- –Data type correction
- –Outlier identification and flagging
- –Structural errors corrected
- –Clean dataset in agreed format (Excel, CSV, or Google Sheets)
- –Data cleaning report documenting every change made
Data Cleaning and Preparation — Large (10,000 to 100,000 rows)
Same scope as Service 7.1a but for larger datasets up to 100,000 rows.
What's included (2 items)
- –All deliverables from Service 7.1a
- –Extended cleaning for datasets up to 100,000 rows
Exploratory Data Analysis Report — Standard (up to 10 variables)
A professional written report with supporting visualisations that tells the client what their data is saying, without spin or assumption.
What's included (9 items)
- –Dataset overview: size, variables, completeness
- –Univariate analysis for all specified variables
- –Bivariate analysis of key variable relationships
- –Trend analysis where time series data is present
- –Anomaly and outlier identification
- –Key findings in plain business language
- –Supporting visualisations for all major findings
- –Recommendations for further analysis if relevant
- –Delivered as PDF report and supporting data file
Exploratory Data Analysis Report — Extended (10 to 25 variables)
Same scope as Service 7.2a but covering 10 to 25 variables for more complex datasets.
What's included (2 items)
- –All deliverables from Service 7.2a
- –Analysis covering 10 to 25 specified variables
Statistical Analysis Report
Applies appropriate statistical methods to test hypotheses, measure relationships, and produce findings that can be defended with statistical evidence, in a format non-technical stakeholders can understand.
What's included (9 items)
- –Clear statement of the business question and hypothesis being tested
- –Selection and justification of statistical methods
- –Analysis using agreed methodology
- –Results with confidence levels and significance indicators
- –Plain-language interpretation of results
- –Limitations and caveats clearly stated
- –All workings documented and reproducible
- –Delivered as PDF report with supporting data file
- –Methods covered: descriptive statistics, correlation analysis (Pearson, Spearman), hypothesis testing (t-tests, chi-square, ANOVA), regression analysis, cohort analysis, A/B test analysis, variance analysis
Dashboard Creation — Basic (up to 5 charts, single data source)
A professional dashboard in Power BI, Tableau, Google Looker Studio, or Excel. Designed to be used, not just admired.
What's included (6 items)
- –Up to 5 visualisations (charts, KPI cards, tables)
- –Connected to 1 data source
- –Filters and slicers as specified in brief
- –Mobile-responsive layout where platform permits
- –Written client walkthrough documentation
- –Full access credentials on delivery
Dashboard Creation — Standard (up to 15 charts, up to 3 data sources)
A multi-page dashboard connecting up to 3 data sources, with drill-through, KPI scorecards, and brand styling.
What's included (7 items)
- –Up to 15 visualisations across multiple pages or tabs
- –Connected to up to 3 data sources
- –Filters, slicers, and drill-through functionality
- –KPI scorecards and trend indicators
- –Brand styling aligned to client guidelines
- –Written walkthrough documentation
- –30-minute virtual handover session
Dashboard Creation — Advanced (15+ charts, multiple data sources, complex logic)
Enterprise-grade dashboard with advanced chart types, complex calculated measures, row-level security, and automated refresh. Scope confirmed individually before quoting.
What's included (7 items)
- –All features in Service 7.4b
- –More than 15 visualisations with advanced chart types
- –Complex calculated measures and custom metrics
- –Row-level security or access controls
- –Automated data refresh configuration
- –Comprehensive written documentation
- –60-minute virtual handover session
Advanced dashboards are quoted individually. Manager must confirm exact chart count, data source count, and complexity with client and founder before issuing a quote.
Monthly Data Reporting Package — Starter (up to 10 KPIs, single data source)
A professional monthly data report covering agreed KPIs with period-on-period comparisons and plain-language commentary.
What's included (5 items)
- –Monthly data report within first 5 business days of the following month
- –Agreed KPIs tracked with period-on-period comparison
- –Visual charts for all tracked metrics
- –Written commentary on notable changes and anomalies
- –Delivered as PDF report and supporting data file
Monthly Data Reporting Package — Growth (up to 25 KPIs, up to 3 data sources)
Same as 7.5a but covering up to 25 KPIs across up to 3 data sources for more complex reporting needs.
What's included (2 items)
- –All deliverables from Service 7.5a
- –Coverage of up to 25 KPIs across up to 3 data sources
Business Intelligence Consulting (Strategic Advisory)
A working session plus written roadmap helping the client understand their current data situation, identify gaps, define the KPIs that matter, and produce a plan for turning data into a reliable decision-making tool.
What's included (6 items)
- –Pre-engagement questionnaire
- –90-minute working session (virtual)
- –Written assessment: current data state, gaps, risks, and priority areas
- –Recommended KPIs aligned to business goals
- –Data roadmap: 3 to 6 month prioritised plan
- –Delivered within 5 business days of working session
Ready to commission data analysis work?
Submit a request and we'll scope, assign, and manage the engagement.
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