Templates

Python templates

Hex’s first-class Python support unlocks a world of opportunity for data exploration.

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.

Python Data Visualization

Izzy Miller

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

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.

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.

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.

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.

Inventory Management Analysis

Izzy Miller

Track stock levels, forecast demand, and find reorder points with SQL and Python in Hex. This inventory management template covers the key analysis techniques.

Linear Dimensionality Reduction

Izzy Miller

Visualize high dimensional data using linear reduction techniques

Outlier Detection

Izzy Miller

Detect anomalies using IQR, Z-score, Isolation Forest, and more in a Hex notebook. Covers the main outlier detection methods with working Python code.

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.

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.

Churn Prediction

Izzy Miller

Build a churn prediction model in Hex using Python and scikit-learn. Covers feature engineering, training, and model evaluation with working examples.

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.

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.

Cohort analysis: retention and churn in Python

Izzy Miller

Group customers by acquisition date and track retention and churn over time. This Hex template includes SQL, Python, heatmaps, and funnel views.

Named Entity Recognition

May 22, 2026

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

Sentiment Analysis

May 22, 2026

Turn unstructured text — reviews, support tickets, and surveys — into sentiment scores using Python in Hex. Covers multiple approaches with working code.

See what else Hex can do

Discover how Hex data scientists and analysts use Hex for everything from dashboards to deep dives.

SQL templates

Query your warehouse, uploaded files, or dataframes directly with SQL.

Pivot (table) templates

Pivot cells allow you to interactively aggregate and pivot your data, in a UI-first way.

Table templates

Table display cells are a way to visualize, filter, and format tabular data without writing any code. Simply choose a dataframe and use the Table display settings to apply any fitlers, change the data format of any column, hide any column, wrap text.

Markdown text templates

Text and Markdown cells let you add narrative, explanations, and context to your data project.

Input parameter templates

Input parameters are a core, unique part of Hex. Input parameters can be created in the Notebook view and then added, optionally, to an app.

Map templates

Map cells let you visualize geographic data in a customizable interactive map.