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[Notice] 🏠 This respository is now archived! Refer to the Atoti repository for the latest notebook versions.

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GitHub Discussion Hits stackoverflow

Welcome to the 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
     cumulative-pnl  📰 Dynamic Performance Analytics: Handling of non-linear aggregation
     pnl-explained  📰 PnL Explained with atoti
     real-time-risk  📰 Implementing real-time sources with atoti
    📰 Real-time risk analytics with atoti

  2. Risk Management


  3. Treasury

    Notebooks Related media
     collateral-shortfall-forecast  📰 Collateral Modelling and Simulation Using atoti and Machine Learning
     collateral-shortfall-monitoring  📰 Rapid collateral modelling and simulation with atoti
     intraday-liquidity  📰 Monitoring Intraday Liquidity with Atoti CE

  4. Insurance

    Notebooks Related media
     customer 360  📰 Customer 360: How it can be achieved with atoti
     price-elasticity  📰 Unravel price elasticity of demand with atoti

  5. Portfolio Management

    indicates the licensed version of Atoti is required.

    Notebooks Related media
     cvar-optimizer  📰 Integrating an External Portfolio Optimizer with atoti
     optimize-with-constraints  📰 Constraints straining your portfolio optimization?

  6. Quantitative Strategy

    Notebooks Related media
     bucket-analysis   📰 Bucket Analysis with Atoti

Other industries use cases

indicates the licensed version of Atoti is required.

Notebooks Related media
 airline-industry  📰 Meghana and Gauri: Explaining OLAP concepts with practical examples
 Vizathon 2021 ,Coronavirus Visualization Team,Harvard University
 baseball   
 bike-sales   Bike Sales Data - Europe
 Bike Sales Data - North America
 burritos   Building a Burrito Dashboard - Data Science Project from Scratch with atoti
 ca-solar  📰 California wildfires and solar irradiance
 christmas-nyan   
 col-data-profile   Why is Data Profiling Important for Data Scientists? A how-to using atoti
 customer-churn  📰 Analysing impact of different churn prediction models on Business
 Video: Telecom Customer Churn Prediction Anaysis
 digital-marketing-dashboard  📰 Boost Your Digital Marketing Strategy with a Dashboard
 Digitial Marketing Dashboard
 drug-efficacy  📰 Interactive hypothesis testing for anti-anxiety medicine
 Interactive hypthesis testing for anti-anxiety medicine
 food-processing  📰 A novel approach to inventory management
 formula-one  📰 How data science could turn Felipe Massa a F1 world champion
 french-presidential-election   
 geopricing  📰 Data science & multidimensional analysis: the recipe to create optimal pricing strategies
 Retail Geopricing
 global-covid-data   Introductory Course - North America
 Introductory Course - Europe
 Introductory Course - Asia
 hr-dashboard   
 influencers-analysis   
 iot-load  📰 IoT device traffic to demonstrate office personnel traffic
 monte-carlo-pi   
 object-detection  📰 Real-Time Masked Face Detection using Detectron2
📰 Using Deep Learning for Covid-19 Infection Risk Assessment
 Combining Deep Learning and atoti to detect Covid-19
 pokemon  📰 Exploring OLAP with atoti and Pokemon
 pricing-simulations-around-product-classes  📰 Data dive: How to improve pricing strategies with a set of checkout receipts?
 Retail Pricing Optimization
 reddit  📰 Data scraping with PRAW
📰 NLP with spaCy
📰 Data analytics with atoti
 sales-commission  📰 Sales commission – Breaking down the variable cost
 sales_cube  📰 Building a Sales Cube in atoti
📰 Synthetic data generation: test your proof of concept, without the data!
 sub-population-analysis  📰 Why Machine Learning models might fail in production
📰 How to reduce machine learning bias
 twitter  📰 How to scrape Twitter for sentiment analysis
📰 Mining Cryptocurrency with CoinGecko API
📰 A time series analysis using VAR
 var-impact-in-premier-league  📰 Data Simulations in Python: EPL scores without VAR
 veteran-emp   
 wildfire-prediction  📰 Prediction of Wildfire Using Machine Learning
 wine-analytics   How to Create a Data Visualization in Jupyter Notebook Using atoti
 world-population   
Technical tutorials

indicates the licensed version of Atoti is required.

Notebooks Related media
 auto-cube  📰 Create a Python web application with a few clicks
 conditional-functions   
 currency-conv-with-weighted-ave   
 currency-conversion  📰 Currency conversion with atoti
 currency-conversion-with-lookup  📰 atoti: Guide to implementing lookup in a multidimensional cube
 internationalization   
 introductory-tutorial   
 multidimensional-analysis  📰 Why do we need multidimensional analysis?
 rollup-hierarchies  📰 Building Rollup Hierarchies in Python with Treelib and atoti
 var-benchmark   
 weighted-averages  📰 Weighted averages with atoti
 security-implementation  📰 Guide to Auth0 setup for Security implementation with Atoti
📰 Different authentication mechanisms to secure your atoti session
 topcount  📰 Top count in Jupyter notebook: atoti vs Pandas + Matplotlib
 excel-and-atoti   atoti & Excel - Asia
 atoti & Excel - Europe

Reach out to atoti logo for more information.