Dr Keuper Consulting Data to Design
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Category: portfolio

  • Plots

    Plots

    Interactive Visualizations

    Data that tells Stories

    Each of these visualizations uses real or realistically simulated data and is fully interactive. Hover, click, zoom – discover patterns that remain hidden in spreadsheets.

    World GDP Analysis 2024
    Area-weighted by nominal GDP and relative change
    Interactive
    What you see: Each cell represents a country. The area is proportional to nominal GDP – letting you see at a glance which economies dominate the world. Data source: IMF estimate October 2025.
    Hover for details · Source: IMF Oct. 2025
    Mobile Data Stream
    Mobile traffic share by region · Feb. 2025 – Feb. 2026
    Live Data
    What you see: Particle streams visualize the mobile internet traffic share in four countries. The denser the stream, the higher the mobile share. Move your mouse over the animation. Data source: Cloudflare Radar.
    Hover over particles · Buttons filter regions
    User DNA Explorer
    5,000 simulated user profiles · 5 clustering perspectives
    Interactive
    What you see: 5,000 data points represent fictional user profiles. At the press of a button, the algorithm sorts them by region, emotion, age or interests – revealing hidden clusters.
    User DNA: Origin
    5,000 profiles in the digital ether. Simulation.
    Switch tabs · Watch clustering in real time
    Global Earthquake Activity
    Earthquakes (magnitude 2.5+) last 30 days · Real-time data
    Real-time
    What you see: A 3D globe shows earthquakes from the last 30 days. Column height corresponds to cumulative magnitude per region. Rotate the globe, zoom and hover over hotspots. Data source: USGS Earthquake Feed (live).
    Rotate and zoom globe · Hover over columns · Live USGS data
    Siemens Corporate Structure
    Interactive sunburst · Click segments to drill down
    Org Chart
    What you see: The Siemens organizational structure as a zoomable sunburst diagram. Click a colored segment to drill down. Click the center to return. Data source: Siemens Annual Report 2024.
    Click segments to drill down · Center = Back
    Global Trade Network
    Top-20 trade relationships · Goods trade 2023
    D3 Force
    What you see: Each node is an economy. Connection strength shows bilateral trade volume. Drag nodes to observe network dynamics. Data source: UN Comtrade / WTO, goods trade 2023 (bn USD).
    Drag nodes · Hover for details · Source: UN Comtrade 2023
    Global Energy Flows
    Energy source → Consumption sector · Chord diagram
    D3 Chord
    What you see: A chord diagram showing how primary energy is distributed across consumption sectors. Bandwidth corresponds to energy flow in EJ. Data: IEA World Energy Outlook 2024.
    Hover over segments and ribbons · Source: IEA WEO 2024
    Daily Revenue Heatmap 2025
    Simulated online retail · Calendar view
    D3 Calendar
    What you see: A calendar heatmap shows simulated daily revenue for an online retailer in 2025. Darker cells = higher revenue. Spot seasonal patterns (Christmas business, Black Friday, summer slump).
    Hover for daily values · Simulated seasonal patterns

    Like what you see? Let’s talk about a visualization for your data.

    Get in Touch →
  • Applications

    Applications

    Portfolio · Apps & Web Projects

    From idea to finished application

    Selected web apps and app concepts: from client projects to own products. All interactive and testable live.

    Web Apps
    Client Project In Progress
    Mosel Kunst
    Website for a ceramics artist on the Moselle: pottery, painting, and creative workshops including traditional Japanese Raku firing.
    WordPress Web Design Branding
    Visit website
    New Project In Progress
    STAVEL
    An adventure for those who love to explore, discover, and solve puzzles. Immerse yourself in new worlds with our app-based on-site experiences.
    Education Culture QR
    Visit website
    Smartphone Apps
    Own Product Beta
    Ruby & Klara
    An AI-powered journal for self-reflection and emotional clarity. Ruby guides you empathetically through your day, while Klara weaves your thoughts into a growing memory network. With bullet journal, mood calendar, and generative art.
    AI / NLP App Concept UX Design Generative Art
    View concept
  • Statistics

    Statistics

    Data Analysis · Interactive Case Studies

    Statistics make decisions safer

    Discover how statistical analyses can move your business forward — with real examples you can explore yourself.

    📊

    Descriptive Statistics

    Key metrics & distributions — the first look at your data

    Retail & E-Commerce
    Use case: An online shop analyses its daily orders over the last quarter. Mean, variance and skewness help steer inventory, staffing and ad campaigns with data.

    ⚙ Adjust parameters

    80
    18
    60
    Frequency
    Mean
    ±1 Std. dev.
    🔬

    Inferential Statistics — Two-sample t-test (Welch)

    From sample to validated statement about the population

    Production & Quality
    Use case: A food manufacturer tests two production lines. Line A (control) vs. Line B (new recipe). Is the difference in package weight statistically significant — or just chance?

    ⚙ Configure groups

    502
    510
    8
    30
    Line A
    Line B
    🔍

    Exploratory Data Analysis — K-Means Clustering

    Automatically identify hidden customer segments

    Marketing & CRM
    Use case: A fitness studio segments its members by visit frequency and monthly spending — without any prior knowledge. Clusters emerge automatically and enable targeted offers for each segment.

    ⚙ Configure clustering

    3
    90
    🔗

    Causal Analysis — Linear Regression (OLS)

    Measure cause-and-effect relationships and validate them statistically

    HR & Production
    Use case: A plant manager asks: Do more training hours actually reduce the error rate? OLS regression quantifies the effect — and uses t-test and R² to check whether the relationship is statistically robust.

    ⚙ Simulate relationship

    -1.2
    2.5
    45
    Observations
    Regression line
    95% confidence band
    📈

    Predictive Analysis — Time Series Forecast (Holt-Winters)

    Detect historical patterns and plan the future with data

    Energy & Finance
    Use case: An energy provider forecasts monthly electricity consumption for the coming months — the Holt-Winters model accounts for trend, seasonality and provides prediction intervals for planning certainty.

    ⚙ Configure model

    1.5
    12
    6
    6
    Historical
    Forecast
    95% prediction interval

    Your data. Your insights.

    Let’s find out together which analyses deliver the greatest value for your business.