Dormeier Dynamics

06/03/2026

Behind the scenes of data analysis using R or Wireshark to find patterns and wild activity. Each dataset shares a story that sometimes uncovers malicious files. R and dplyr look for these strange traffic patterns that could have harmful actions. Dormeier Dynamics scans every file because malicious traffic is creepy..

05/26/2026

05/26/2026

COMMUNITY + VENDORS = EVENT INTEGRITY

Sunday’s event exposed a major flaw in profit‑first planning that when there’s no ethical foundation, everything else collapses. Vendors showed up ready to work, but the community stayed away because of concerns surrounding the event. When an event is is built on shaky ethics, the community senses it. Monocultural mentalities in event organizing are often hard for both goers and vendors to detect as they blatantly limit diversity and restrict community appeal by catering to only one narrow vision of what an event should be. Our vendors deserve honest partnerships from organizers and event leaders that is rooted in respect and public inclusiveness. This post is a short video I put together with peer reviewed content to illustrate how ethical event practices should be held.

05/21/2026

Multiculturalism and Diversity
by Mark Dormeier
DormeierDynamics
Introduction
Multiculturism is a concept for genuinely respecting other cultures where diverse cultures coexist. Multiple cultural identities allow groups to maintain uniqueness amongst assimilation by not conforming to one dominant culture (Sociology.Institute, 2025). Diversity in cultures also plays a pivotal role in workplaces, as data-driven environments have become more global through interconnection. Data analytics teams that are diverse create broader perspectives that improve accuracy by uncovering analytical blind spots.
Embracing Multicultural Diversity for Change
Data analysis is all about asking the right questions to get the most accurate answers. Diverse data teams provide the best solutions by bringing together various perspectives from different societal norms. These diverse interpretations lead to a more advanced model that a monoculture organization may overlook. Multicultural data teams can communicate better with global stakeholders by bridging cultural variables, which is why team diversity is standard in most organizations (Ketemaw et al., 2024).
Redefining Monoculture
Organizations sometimes have issues with cultural change that point out their narrow perspective, which results in ongoing dissatisfaction and demographic dominance. Real success must have a clear vision with true inclusion that addresses all influences of monoculture. Changes in exclusionary and echo-chamber communication practices reflect genuine efforts by an organization that is ready to be a player in an evolving landscape of modern business ethics of today’s economy (Green, 2026).

Professional Agents of Change in Action
To be a professional agent of change, one must first make a change in oneself. Agents of change understand that the growth of personal beliefs and values by self-examination will strengthen self-awareness. These skills can help one understand the emotion and concern behind words to enable active listening and communication. Agents must focus on facts that are based on evidence rather than popular belief or tradition to solidify critical evaluation. These work habits on oneself build personal resilience and emotional intelligence that a professional agent of change needs to lead (BNS Institute, 2025).
Specifics of Change in Data Analysis by Multiculturalism in Organizations
Data-driven changes can be measured through inclusion analyses of employee statuses that provide quantitative progress monitoring over time and ensure long-term diversity goals. Data analysis provides informed decision-making abilities for organizations to improve business outcomes. Quantifying workplace equity can reveal systemic barriers and measure positive impacts of multiculturalism in organizations (Google Cloud, 2020).
Conclusion
Professional agents of change are advocates of fairness who enforce multiculturalism with ethical data practices. Commitment to inclusion and diversity transforms monocultural influences that illustrate intentional structural change in the view of social determinants. DEI are standard components of modern society that exercise an organization’s understanding of diverse populations. A multicultural organization has higher-quality data that puts it in a position for long-term success in a world that is constantly adapting to advances in global ethics.
References
BNS Institute. (2025, February 12). Essential skills for nurses as effective change agents. https://bns.institute/behavioural-sciences/essential-skills-nurses-change-agents
Google Cloud. (2020, September 15). Driving diversity & inclusion with data [Video]. YouTube. https://www.youtube.com/watch?v=lCDGbPoPceM
Green, P. J. (2026). How to move from monoculture to multiculture. Pamela J. Green Solutions. https://www.pamelajgreen.com/how-to-move-from-monoculture-to-multiculture
Ketemaw, A., Ayenew, Z., & Zewde, S. (2024). Managing diversity and multi-cultural collaboration: A systematic review. SAGE Open. https://doi.org/10.1177/21582440241273933
Sociology.Institute. (2025, October 4). Embracing multiculturalism: Challenges and opportunities in diverse societies. https://sociology.institute/introduction-to-sociology/embracing-multiculturalism-challenges-opportunities-diverse-societies

Explore multiculturalism: its benefits, challenges, history, and impact on society, integration, and cultural diversity worldwide.

05/19/2026

Good afternoon, Facebook!
Working on visualizations and decided to share a bit of my work. Here’s a scatterplot I generated in RStudio using demographic data by ZIP code. Each dot shows the female and male population for a specific area. The strong upward trend highlights how closely the two counts move together, and a few outliers really stand out once you visualize it. Data always hits different when you see it plotted.

05/16/2026

Midwest Food Support Impact: How Our Cities Are Fighting Hunger
Over 190 million meals were served across five Midwest cities last year, which is a powerful reminder of how local food banks and volunteers make a difference every day.
Our latest infographic series breaks down meals served, food insecurity, and poverty rates in Evansville, St. Louis, Louisville, Chicago, and Nashville; showing where help is reaching and where need remains high.

💡 Louisville faces the highest poverty rate (28%), while Chicago leads in total meals served.
Each city tells a story of resilience, community, and the ongoing fight against hunger.

Call to Action:
👉 View the full infographic below and share to raise awareness.
💚 Volunteer, donate, or connect with your local food bank:

feedingamerica.org

Tri State Food Bank (Evansville): 812‑425‑0775

St. Louis Area Foodbank: 314‑292‑6262

Dare to Care (Louisville): 502‑966‑3821

Greater Chicago Food Depository: 773‑247‑3663

Second Harvest of Middle Tennessee (Nashville): 615‑329‑3491
📍 Infographic Design & Analysis by Dormeier Dynamics: Data for Community Impact

05/12/2026

Evansville Pizza Tier List: Overall Qualitative Ranking
Evansville’s pizza scene is stacked!! This town has the best pizza anywhere nationally from local legends to chain staples. Here’s how the current lineup shakes out in our S→F tier ranking based on overall quality, consistency, and local love.

🔥 S Tier: The undisputed icons of Evansville pizza culture.
💪 A–B Tiers: Solid favorites that never disappoint.
🤔 C–D Tiers: Middle‑ground pies, good, but not great.
💀 F Tier: The ones that make you question your life choices.

Drop your thoughts below 👇
Who did we rank too high? Who deserves a promotion?
Let’s hear your Evansville pizza hot takes!

05/03/2026

Evansville, this is how I plan to support the community by offering a year of free services to boost becoming/ established businesses and creators with pushing YOUR vision forward! Scan the QR or hit my inbox. Let’s work.

04/29/2026

Community Giveback is in order!!! Business ventures align in the brightest of ways when the love for children comes into play. I’m honored to have collaborated with this incredible team of local vendors to put together the flyer for the Schools Out Community Giveback. At Dormeier Dynamics, we believe in the power of collaboration. 📈

Whether it’s analyzing complex data or designing assets for our neighborhood, the goal is always the same: making a positive impact. I had a blast putting these skills to work for a cause that matters: our kids!

Huge shoutout to the Haley Agency, Chef Lo, Syncere Sweets, and Ginger Smoke BBQ for making this possible. Let’s finish the school year strong!

03/17/2026

Evansville has stories hiding in the data ; and most people have never seen them. From population to lovable animals to how school district size, these numbers say more about our city than any headline.
Let’s make Evansville smarter, one stat at a time.

EvansvilleData