Templates
From complex ML forecasting to critical business dashboards, Hex lets data teams work together in Python, SQL, and no-code to do more with data, together.
Data Clustering
Unleash the power of data clustering—an unsupervised machine learning technique that uncovers patterns and groups similar data together without the need for labeled data.

Cluster analysis
Build an interactive K-means clustering app in minutes with Hex. Scale, reduce, and encode your features using Python, then create an interactive app using input parameters.

Document Similarity with Embeddings
Explore document similarity using embeddings, swiftly visualizing and interpreting text clusters from your SQL warehouse.

Clustering algorithms
Group similar data points together to discover patterns, structures, or subgroups within a dataset.

Customer Segmentation
Izzy Miller
Group users by behavior or purchase history using clustering in Python. This Hex customer segmentation template covers K-means, charts, and interpretation.
Data Modeling
Take raw data and transform it into ready to use data sets for predictive models, interactive apps for exploration, or for company reporting.

Collaborative filtering
Izzy Miller
Build a recommendation engine with collaborative filtering in Python. Find similar users, make personalized recommendations, and ship it in a Hex notebook.

Market Basket Analysis
Identify high-impact product pairings and optimize promotional strategies with apriori market basket analysis

Content based filtering
Content-based filtering and collaborative filtering are two data modeling techniques for recommending items to users. Turn your complex logic into an easily digestible app in Hex that anyone can use and start getting recommendations within seconds.
Data Science
Unearth hidden insights and power business decisions with machine learning— or just good old applied statistics.

Anomaly Detection
Detect anomalies in time series and tabular data using Python in Hex. This template covers statistical and ML-based anomaly detection with working examples.

dbt Audit Helper
Validate dbt PRs and document changes with a Hex UI

A/B testing
Run A/B tests and analyze results with Python in Hex. This template covers hypothesis testing, statistical significance, and experiment analysis.

Build, test, and deploy powerful ML models
Izzy Miller
Build, test, and deploy powerful ML models in Hex using Python and scikit-learn. Covers the full ML workflow from feature engineering to deployment.
Data Visualization
Transform raw data into actionable insights with interactive visualizations, dashboards, and data apps.

Python Data Visualization
Izzy Miller
Move from SQL results to interactive charts using Matplotlib, Plotly, Altair, and Seaborn — all in one Hex notebook.

Geospatial Data Analysis
Use powerful GIS techniques alongside SQL and built-in mapping tools

Python mapping libraries
Izzy Miller
Explore Folium, Plotly, and more - all inside a Hex notebook, alongside your SQL and Python. Get mapping libraries with live examples and geospatial analysis code.
Exploratory Analysis
Deep dives, rabbit holes, side quests, and ad-hoc explorations.

Interactive Data stories
Izzy Miller
Build narrative data stories that combine charts, text, and live data in one Hex document. Covers effective data storytelling with interactive examples.

Exploratory Data Analysis
Izzy Miller
Understand your data before you model it. This Hex EDA template covers distributions, correlations, and outliers with Python examples. Explore it free.

Ad-hoc exploration
Izzy Miller, Dev Advocate at Hex
Ad-hoc or deep-dive, Hex is the fastest path from question to insight.

Text to SQL Chatbot
Jordan East
Learn how to build your own text to SQL chatbot in Hex using OpenAI and LangChain
Feature Selection
Determine the most appropriate features of your Machine Learning model to make it easy to interpret, get accurate results, reduce overfitting, and optimize your computational resources.

Linear Dimensionality Reduction
Izzy Miller
Visualize high dimensional data using linear reduction techniques

Feature Selection
Choose the right input variables for your ML model using filter, wrapper, and embedded methods. This Hex feature selection template includes Python examples.

Non-linear dimensionality reduction
Visualize high dimensional data using non-linear reduction techniques
KPI Dashboards
Track and monitor business KPIs, offer insights into sales performance, customer satisfaction, and operational efficiency.

Customer Health Dashboard
Track customer health scores, usage signals, and risk indicators in Hex. Build an interactive customer health dashboard with SQL and Python.

Feature Success
Jo Engreitz
Measure Feature adoption, retention and satisfaction with this interactive Hex app.

SQL Powered Dashboards
Build flexible BI dashboards out of SQL queries

Customer lifetime value Dashboard
Izzy Miller
Calculate and visualize customer lifetime value in Hex using SQL and Python. This template covers LTV modeling, segmentation, and dashboard building.
Natural Language Processing
Empower your AI and ML applications to interpret, recognize, and generate human language with powerful Natural Language Processing (NLP) algorithms.

Using SpaCy for NLP
Harness SpaCy for NLP to effortlessly analyze, extract insights, and visualize results from texts

Natural Language Processing
Izzy Miller
Sentiment analysis, emotion detection, and text classification in one Hex notebook using HuggingFace and TF-IDF. This NLP template includes working code you can run and adapt.
Parameterized Queries
Upgrade your projects with parameterized SQL queries. Create interactive dashboards and exploratory data analysis with SQL queries that dynamically react to user input using Hex.
Reporting
Bring your business data to life with interactive reports, beautiful dashboards, and rich data stories.

Period over period analysis
Izzy Miller
Compare MoM, QoQ, and YoY metrics in SQL with reusable logic. This Hex template covers period-over-period analysis with working query examples.

dbt Metrics
Access trusted metrics with Hex's dbt integration

Replace Google Analytics with Rudderstack & Hex
Build a more in-depth and flexible analytics stack

Automating Quarterly Reviews
Izzy Miller
Connect your data between Hex, Google Sheets and Google Slides. Give your stakeholders access to data and charts that automatically refresh before the next QBR.
Sentiment Analysis
Decipher subjective information in text to determine its polarity and subjectivity, explore advanced techniques and Python libraries for sentiment analysis.

VADER sentiment analysis
Izzy Miller
Use VADER's rule-based sentiment model to analyze social media, customer reviews, and more. Learn how to score, interpret, and visualize sentiment at scale.

Social Media Sentiment Analysis
Izzy Miller
Parse tweets, posts, and comments to track brand sentiment over time. Hex template covers sentiment scoring, aggregation, and trend charts in Python.

Named Entity Recognition
Extract entities (people, places, orgs) from text using spaCy and HuggingFace in a Hex notebook. Named entity recognition template with working code.

Sentiment Analysis
Turn unstructured text — reviews, support tickets, and surveys — into sentiment scores using Python in Hex. Covers multiple approaches with working code.
Snowpark
Use Hex with Snowpark for Python to do complex data science on datasets of any scale

Customer Behavior Analysis And New Product Sales Forecasting
Analyze customer purchasing behavior and forecast new product sales in Hex. Covers segmentation, trend analysis, and predictive modeling with Python.

Time series analysis with Snowpark
Forecast hourly restaurant traffic using UDTFs in Snowpark

Data Science with Snowpark
The easy button for Snowpark

Snowpark ML using Stored Procedures
Use Snowpark ML and stored procedures to build powerful machine learning pipelines that run entirely inside your Snowflake warehouse.
Time Series
Discover meaningful patterns and trends by visualizing data over time.

Time Series Forecasting with Prophet
Izzy Miller, Dev Advocate at Hex
Build time series forecasting models with Prophet in a Hex notebook — decompose trends, handle seasonality, and visualize predictions.

Time series analysis in Snowpark
Forecast hourly restaurant traffic using UDTFs in Snowpark

Time Series Forecasting
One workspace with everything you need to build complex time series models
