Part 1: The Analytics Journey Throughout Your Campaign: Using R
Part 1: Pre-Campaign Analytics for Data-Driven Planning
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This course is designed for a program manager and an analytics staff member to work through together. We review the concepts of using data to drive campaign planning and execution, and then provide separate videos on exercises for the analyst to use to analyze and model the data.
We cover those techniques that help you successfully start a data-driven campaign, from building the campaign table based on past donor behavior to determining how many gift officers you'll need.
Using workbooks and discussion, explore the campaign timeline through the eyes of modeling, visualizations, dashboarding, and assessment. You will be walked through specific exercises, using your own data in your shop, to assess your program and add tools and processes to create that best possible knowledge management for your campaign.
This course if effective for both multi-year and annual campaigns, as well as for campaigns for specific projects.
Additional course amenities include:
- Comments section for you to ask questions or make comments. Marianne replies to all comments. You will also see comments and replies form other students.
- Ability to rewatch videos as often as you need.
- Walk throughs of the exercises.
- Resource lists with each lecture to enhance your knowledge base.
- Prewritten R scripts to check your programming.
Outcomes include immediate insights into your organization's campaign results along with clarity on where to go next to improve your results. You will have assessments on your different prospect pools, along with the effectiveness of your solicitation methods. A data-driven gift chart is also demonstrated.
Prerequisites:
You must already be familiar with using the R package, preparing data, and running models such as linear and logistic regression. This is not a beginner's course: It is designed for data scientists to expand their skills and thoroughly support their organizations' campaign efforts.
Your Instructor
Marianne Pelletier has over 35 years of fundraising experience, with the majority in prospect research and prospecting. She is one of the first adopters of donor modeling and data mining techniques. Her professional experience includes prospect research, both as a research analyst for Harvard and Lesley Universities and as a department director for Carnegie Mellon University and Cornell University.
Pelletier’s multi-decade career also includes running an annual giving program with average increased revenues of 27% per year; and providing software consulting through the Datatel Corporation, teaching clients both how to use their new software and assisting them with better analysis and more efficient processing. She led the analytics division of the Helen Brown Group for over 10 years, and remains an associate.
A recipient of a lifetime achievement award from the New England Development Research Association and a Woman of the Year designation by the National Association of Professional Women, Pelletier has served as a volunteer for both election campaigns and social service agencies. She has served on the boards of the New England Development Research Association, the Upstate New York chapter of APRA, and ending as secretary for the APRA International board.
A prolific writer, she has published articles on management, prospect research, fundraising, and personal growth on a range of platforms. A sought-after speaker, she often speaks on how to start an analytics shop, along with a variety of other subjects related to prospecting.
Pelletier is a graduate of Rockford University, and earned her MBA at Southern New Hampshire University.