I focus mainly on Google technologies (GMP & GCP) & R/Python programming (Shiny & Quarto). Services listed below include setting up & configuring GA4 properties & tag management (GTM). Data analysis can include a Shiny, Tableau, Power BI, or Looker Studio app as well as Quarto documents sourced from reproducible code.
Additionally, I offer services involving database systems (BigQuery, MySQL, Snowflake, Databricks) & data lake development.
Please email me (da***@da*********.com) or message me on LinkedIn to discuss service options in detail.
Strategic Data Collection & Dashboard Services
Data Collection Review/Set-up
Set-up of data collection and storage if not configured or needs adjustment/augmentation. This may mean working with IT to facilitate proper collection, storage and retrieval in platforms and databases.
Marketing Mix Analysis
Review of Marketing & Ecommerce campaigns:
- Data Collection
- Performance
- Spend
KPI/Goal Strategy & Set-up
Deciding on business KPIs can be confusing and difficult, but can also be critical to your business. Properly collecting and storing the data can be challenging as well. I will help you to identify proper KPIs and set-up collection methods.
Dashboard Creation
Creating a dashboard that can be easily viewed, as well as understood, is important to the success of using a data-driven methodology. I will create dashboards that will include the KPI/Goals and the key contributors to these numbers.
Monthly Digital Analysis & Data Science Services
Custom Analysis
Beyond dashboards, ongoing analysis can provide insights and forecasts that can answer questions that dashboards cannot. Opportunities can be uncovered through digging into the data, identifying trends, and understanding the impact of various campaigns. From these monthly analysis, you will gain a better, as well as more detailed, understanding of your business on an ongoing basis from which you are able to act.
A/B Test Analysis
It is always best practice to calculate performance statistics separately from platforms, as well as looking beyond the goal of the A/B test, to understand if/how other KPI/Goals may have been impacted. I will provide analysis of A/B tests and help to properly set-up tests.
Ongoing Marketing Mix Analysis
It is important to regularly review your digital campaigns, as well as have a targeted optimization strategy. This would take into account the customer journey, goals, landing pages, ROI, CTR and conversion rate. I will review your marketing mix on a regular basis and report on performance as well as recommendations.
Data Modeling
Modeling data allows prediction and correlation of data variables. This can be important in understanding a customer’s lifetime value, prediction of future revenues, the level of product/brand awareness, multi-channel analysis, as well as many more answers to business questions that are hard to answer through data analysis alone. As a monthly engagement, I’ll help lay out a plan to model data that makes the greatest measurable impact on the organization.
Some of the deeper analysis that can be done through modeling (standard statistics/Machine Learning):
- KPI Forecasting
- Digital Media Mix Modeling
- Incrementality Modeling
- Customer Behavior, Segmentation & LTV
- Creation of Lookalike Models
- Demographic/Psychographic Analysis
Other Data Services
One-time Deep Marketing Analysis
Sometimes you just need a deep dive into a dataset beyond anything currently provided. A one-time deep analysis can provide you insights into a given dataset that can be leveraged in your business. In addition, a deep dive into your data can help you find opportunities for the future.
Custom Analytics App
Shiny apps are designed to be deployed relatively easily, with the focus on the analysis/modeling. These are excellent for sophisticated models and graphing or custom analysis that cannot be easily done through platforms like Looker Studio, Power BI, or Tableau.
You may have models you would like to see in production or there is a separate dataset that you would like to build some customized interactive graphing around. A custom Shiny app can achieve that goal as well.