Blog
Insights on data science, AI, visualization, GIS, and the industries we serve.
Active Transportation Dashboards
How to build dashboards for bike and pedestrian data using R Shiny, Streamlit, Leaflet, and counter data.
2026-04-01AIAI Consulting for Small Businesses
How small businesses can leverage AI consulting to automate workflows, build dashboards, and gain a competitive edge.
2026-04-01AIAI Data Analysis for Organizations
How AI is transforming data analysis for organizations with machine learning, automation, and intelligent insights.
2026-04-01Urban PlanningAI Urban Planning Dashboards
Discover how AI-powered dashboards transform urban planning with real-time data visualization and predictive modeling.
2026-04-01ClimateAir Quality Monitoring with Data Science
Using data science for air quality monitoring — EPA AirNow, PurpleAir sensors, PM2.5 analysis, and wildfire smoke data.
2026-04-01Data CollectionAPI Data Collection Guide
A practical guide to collecting data from REST APIs using Python — authentication, rate limiting, and scheduling.
2026-04-01ReportingAutomated Reporting with Data Science
How to build self-updating, automated data reports using Python, SQL, and scheduling tools.
2026-04-01ETLAutomating Data Workflows
Build faster and scale smarter by automating data workflows with Python, cron, and orchestration tools.
2026-04-01TransportationBike Infrastructure Data Analysis
How data science transforms cycling infrastructure planning with bike count data, Strava Metro, and GIS analysis.
2026-04-01BirdingBird Migration Data Analysis
Unlocking patterns in avian movement with eBird Status and Trends, BirdCast, NEXRAD radar, and data science.
2026-04-01AIBuilding AI Data Pipelines
How to build AI-powered data pipelines using Python, Airflow, dbt, and LLMs for intelligent data processing.
2026-04-01Urban PlanningCensus Data for Urban Planning
How to use Census Bureau data, ACS, and TIGER/Line shapefiles for urban planning analysis with Python and R.
2026-04-01Data VisualizationChoosing the Right Chart for Your Data
A guide to selecting the best chart type — bar, line, scatter, pie, heatmap, and map — for your data.
2026-04-01BirdingCitizen Science Data Quality
Best practices for validating and analyzing citizen science data from eBird, iNaturalist, and other platforms.
2026-04-01ClimateClimate Data Dashboards
Building real-time environmental monitoring dashboards with NOAA data, EPA AQI, satellite imagery, and Python.
2026-04-01DashboardsCustom Dashboard Development
Why bespoke analytics dashboards outperform off-the-shelf tools and how to build them right.
2026-04-01Data VisualizationD3.js Data Visualization for the Web
A web developer's guide to building interactive data visualizations with D3.js, SVG, and JavaScript.
2026-04-01Urban PlanningData-Driven Zoning Analysis
How data science and GIS tools are transforming zoning analysis, land use planning, and parcel-level insights.
2026-04-01ETLData Pipeline Best Practices
Seven core best practices for building reliable, maintainable data pipelines — from design to monitoring.
2026-04-01ReportingData Storytelling in Reports
How to turn data into compelling stories for stakeholders — narrative techniques for data-driven reports.
2026-04-01KPIsDefining KPIs for Organizations
A comprehensive guide to defining, selecting, and implementing key performance indicators for your organization.
2026-04-01BirdingeBird Data Analysis for Birding Hotspots
Learn how data science and eBird API unlock birding hotspot optimization and species patterns for serious birders.
2026-04-01ETLETL Pipeline with Python
How to build extract, transform, load pipelines with Python using pandas, SQLAlchemy, Airflow, and dbt.
2026-04-01GISGeospatial Data Analysis with Python
A guide to spatial analysis with Python — geopandas, shapely, fiona, rasterio, folium, and PostGIS.
2026-04-01Real EstateHousing Market Analytics Dashboard
How to build housing market dashboards with Streamlit, R Shiny, Supabase, and real estate data sources.
2026-04-01DashboardsInteractive Dashboard Design Principles
Design principles for building effective, user-friendly interactive dashboards that drive decisions.
2026-04-01GISInteractive Maps with Leaflet and D3.js
A guide to building custom interactive web maps using Leaflet.js, D3.js, GeoJSON, and Mapbox GL JS.
2026-04-01KPIsKPI Dashboard Design Best Practices
Best practices for designing effective KPI dashboards that communicate metrics clearly and drive action.
2026-04-01TahoeLake Tahoe Environmental Data Monitoring
How data science enables real-time monitoring of Lake Tahoe environmental quality, climate trends, and water health.
2026-04-01TahoeLake Tahoe GIS and Regional Planning
How GIS tools and data science support regional planning, land use analysis, and environmental protection at Lake Tahoe.
2026-04-01Web DevelopmentModern Web Development Tools for 2026
The best modern web development tools — Next.js, React, Tailwind, Supabase, Vercel, TypeScript, and Stripe.
2026-04-01Web DevelopmentNext.js for Business Websites
Why Next.js is the best framework for modern business websites — SSR, SEO, performance, and Vercel deployment.
2026-04-01SaunaOutdoor Sauna Design and Planning
A complete guide to outdoor sauna design — barrel vs cabin, site selection, drainage, electrical, and permits.
2026-04-01TransportationPedestrian Safety Data Tools
Data-driven approaches to pedestrian safety — crash analysis, Vision Zero, walkability metrics, and GIS tools.
2026-04-01ModelingPredictive Analytics and Forecasting
How predictive analytics and forecasting help organizations anticipate trends and make data-driven decisions.
2026-04-01Real EstateProperty Valuation with Data Science
Using machine learning for property valuation — automated valuation models, hedonic pricing, and spatial regression.
2026-04-01Data VisualizationPython Data Visualization Guide
A complete guide to Python data visualization libraries — matplotlib, seaborn, Plotly, Altair, and Bokeh.
2026-04-01Real EstateReal Estate Data Visualization
Transform property data into insights with interactive maps, charts, and dashboards using Python and D3.js.
2026-04-01SaunaSauna Building: A Data-Driven Guide
A comprehensive guide to building a sauna — wood selection, heater sizing, ventilation, and insulation.
2026-04-01SaunaSauna Heater Comparison Guide
Comparing electric, wood-burning, and gas sauna heaters — sizing, BTU calculations, and brand recommendations.
2026-04-01TransportationScenario Planning for Transportation
Data-driven what-if analysis for transportation investment using VisionEval, R Shiny, and Python.
2026-04-01ModelingStatistical Modeling: A Practical Guide
A practical guide to regression, classification, and clustering for business and data science applications.
2026-04-01DashboardsStreamlit vs R Shiny for Dashboards
A head-to-head comparison of Streamlit and R Shiny for building data dashboards — strengths, weaknesses, and when to use each.
2026-04-01TahoeTahoe Water Quality Monitoring Dashboards
Building water quality monitoring dashboards for Lake Tahoe — Secchi depth, temperature, and UC Davis TERC data.
2026-04-01ModelingTime Series Analysis with Python
A guide to time series analysis with Python — ARIMA, Prophet, pandas, statsmodels, and temporal data analysis.
2026-04-01KPIsTracking Metrics with Data Science
How to build a data-driven metrics tracking system that measures what matters for your organization.
2026-04-01TransportationTraffic Simulation and Data Science
How data science enhances traffic simulation with SUMO, VISSIM, agent-based modeling, and real-world data.
2026-04-01TransportationTransportation Data Visualization
Best practices for visualizing transportation data with D3.js, Leaflet, Mapbox, Kepler.gl, and GTFS data.
2026-04-01TransportationTravel Demand Modeling Tools and Methods
An overview of travel demand modeling — the four-step model, activity-based models, VisionEval, and TransCAD.
2026-04-01TransportationVisionEval for Transportation Modeling
A guide to VisionEval strategic planning — VE-RSPM, VE-State, and scenario analysis for transportation agencies.
2026-04-01TransportationVMT Analysis with Data Science
How data science supports vehicle miles traveled analysis — SB 743, FHWA data, and land use connections.
2026-04-01GISWeb Mapping and GIS Tools
An overview of web mapping platforms — Leaflet, Mapbox, ArcGIS Online, OpenLayers, QGIS, and GeoServer.
2026-04-01Data CollectionWeb Scraping for Data Collection
A guide to web scraping with Python — BeautifulSoup, Scrapy, Selenium, ethics, and best practices.
2026-04-01