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[Notice] šŸ  We have moved! Refer to the Atoti repository for the latest use case updates. This repository will be obsoleted from 2024 onwards.

Atoti logo

GitHub Discussion Hits stackoverflow

Welcome to the official Atoti Notebook Gallery!

The Gallery

The Atoti notebook gallery showcases various ways Atoti can be used for:

  • interactive visualizations
  • story-telling via dashboarding
  • data analytics investigations
  • data monitoring

These are demonstrated through mini use cases within Finance and other industries.
There are also technical notebooks that showcase how various features can be implemented with Atoti.

You may run through most of the notebooks with Atoti Community Edition. There are some notebooks that contain features not available in the Community Edition and are denoted by .
Want to try Atoti Python API? You can register online for an evaluation license and check out how to unlock all features of Atoti.

Check out the Atoti repository for more info on Atoti.

The notebooks

Financial use cases
  1. Front Office

    Notebooks Related media
    Ā cumulative-pnlĀ  šŸ“°Ā Dynamic Performance Analytics: Handling of non-linear aggregation
    Ā pnl-explainedĀ  šŸ“°Ā PnL Explained with atoti
    Ā real-time-riskĀ  šŸ“°Ā Implementing real-time sources with atoti
    šŸ“°Ā Real-time risk analytics with atoti

  2. Risk Management


  3. Treasury

    Notebooks Related media
    Ā collateral-shortfall-forecastĀ  šŸ“°Ā Collateral Modelling and Simulation Using atoti and Machine Learning
    Ā collateral-shortfall-monitoringĀ  šŸ“°Ā Rapid collateral modelling and simulation with atoti
    Ā intraday-liquidityĀ  šŸ“°Ā Monitoring Intraday Liquidity with Atoti CE

  4. Insurance

    Notebooks Related media
    Ā customer 360Ā  šŸ“°Ā Customer 360: How it can be achieved with atoti
    Ā price-elasticityĀ  šŸ“°Ā Unravel price elasticity of demand with atoti

  5. Portfolio Management

    indicates the licensed version of Atoti is required.

    Notebooks Related media
    Ā cvar-optimizerĀ  šŸ“°Ā Integrating an External Portfolio Optimizer with atoti
    Ā optimize-with-constraintsĀ  šŸ“°Ā Constraints straining your portfolio optimization?

  6. Quantitative Strategy

    Notebooks Related media
    Ā bucket-analysis Ā  šŸ“°Ā Bucket Analysis with Atoti

Other industries use cases

indicates the licensed version of Atoti is required.

Notebooks Related media
Ā airline-industryĀ  šŸ“°Ā Meghana and Gauri: Explaining OLAP concepts with practical examples
Ā Vizathon 2021 ,Coronavirus Visualization Team,Harvard University
Ā baseballĀ  Ā 
Ā bike-salesĀ  Ā Bike Sales Data - Europe
Ā Bike Sales Data - North America
Ā burritosĀ  Ā Building a Burrito Dashboard - Data Science Project from Scratch with atoti
Ā ca-solarĀ  šŸ“°Ā California wildfires and solar irradiance
Ā christmas-nyanĀ  Ā 
Ā col-data-profileĀ  Ā Why is Data Profiling Important for Data Scientists? A how-to using atoti
Ā customer-churnĀ  šŸ“°Ā Analysing impact of different churn prediction models on Business
Ā Video: Telecom Customer Churn Prediction Anaysis
Ā digital-marketing-dashboardĀ  šŸ“°Ā Boost Your Digital Marketing Strategy with a Dashboard
Ā Digitial Marketing Dashboard
Ā drug-efficacyĀ  šŸ“°Ā Interactive hypothesis testing for anti-anxiety medicine
Ā Interactive hypthesis testing for anti-anxiety medicine
Ā food-processingĀ  šŸ“°Ā A novel approach to inventory management
Ā formula-oneĀ  šŸ“°Ā How data science could turn Felipe Massa a F1 world champion
Ā french-presidential-electionĀ  Ā 
Ā geopricingĀ  šŸ“°Ā Data science & multidimensional analysis: the recipe to create optimal pricing strategies
Ā Retail Geopricing
Ā global-covid-dataĀ  Ā Introductory Course - North America
Ā Introductory Course - Europe
Ā Introductory Course - Asia
Ā hr-dashboardĀ  Ā 
Ā influencers-analysisĀ  Ā 
Ā iot-loadĀ  šŸ“°Ā IoT device traffic to demonstrate office personnel traffic
Ā monte-carlo-piĀ  Ā 
Ā object-detectionĀ  šŸ“°Ā Real-Time Masked Face Detection using Detectron2
šŸ“°Ā Using Deep Learning for Covid-19 Infection Risk Assessment
Ā Combining Deep Learning and atoti to detect Covid-19
Ā pokemonĀ  šŸ“°Ā Exploring OLAP with atoti and Pokemon
Ā pricing-simulations-around-product-classesĀ  šŸ“°Ā Data dive: How to improve pricing strategies with a set of checkout receipts?
Ā Retail Pricing Optimization
Ā redditĀ  šŸ“°Ā Data scraping with PRAW
šŸ“°Ā NLP with spaCy
šŸ“°Ā Data analytics with atoti
Ā sales-commissionĀ  šŸ“°Ā Sales commission ā€“ Breaking down the variable cost
Ā sales_cubeĀ  šŸ“°Ā Building a Sales Cube in atoti
šŸ“°Ā Synthetic data generation: test your proof of concept, without the data!
Ā sub-population-analysisĀ  šŸ“°Ā Why Machine Learning models might fail in production
šŸ“°Ā How to reduce machine learning bias
Ā twitterĀ  šŸ“°Ā How to scrape Twitter for sentiment analysis
šŸ“°Ā Mining Cryptocurrency with CoinGecko API
šŸ“°Ā A time series analysis using VAR
Ā var-impact-in-premier-leagueĀ  šŸ“°Ā Data Simulations in Python: EPL scores without VAR
Ā veteran-empĀ  Ā 
Ā wildfire-predictionĀ  šŸ“°Ā Prediction of Wildfire Using Machine Learning
Ā wine-analyticsĀ  Ā How to Create a Data Visualization in Jupyter Notebook Using atoti
Ā world-populationĀ  Ā 
Technical tutorials

indicates the licensed version of Atoti is required.

Notebooks Related media
Ā auto-cubeĀ  šŸ“°Ā Create a Python web application with a few clicks
Ā conditional-functionsĀ  Ā 
Ā currency-conv-with-weighted-aveĀ  Ā 
Ā currency-conversionĀ  šŸ“°Ā Currency conversion with atoti
Ā currency-conversion-with-lookupĀ  šŸ“°Ā atoti: Guide to implementing lookup in a multidimensional cube
Ā internationalizationĀ  Ā 
Ā introductory-tutorialĀ  Ā 
Ā multidimensional-analysisĀ  šŸ“°Ā Why do we need multidimensional analysis?
Ā rollup-hierarchiesĀ  šŸ“°Ā Building Rollup Hierarchies in Python with Treelib and atoti
Ā var-benchmarkĀ  Ā 
Ā weighted-averagesĀ  šŸ“°Ā Weighted averages with atoti
Ā security-implementationĀ  šŸ“°Ā Guide to Auth0 setup for Security implementation with Atoti
šŸ“°Ā Different authentication mechanisms to secure your atoti session
Ā topcountĀ  šŸ“°Ā Top count in Jupyter notebook: atoti vs Pandas + Matplotlib
Ā excel-and-atotiĀ  Ā atoti & Excel - Asia
Ā atoti & Excel - Europe

Reach out to atoti logo for more information.