We provide uses cases within the financial sector and other industries outside the financial sector:
- Within finance, we cover front office, insurance, risk management, and treasury topics.
- Outside of finance, we cover a wide range of topics, such as sales, pharmaceutical drug efficacy, and object detection.
- We also provide examples from our Community having fun with Atoti.
Both categories of use cases cover myriad of techniques and topics around data analysis, data science, and machine learning beyond the business domain topics.
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 SDK? 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.
Financial
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Front Office
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering pnl-explained configuration table join visualization dashboarding content persistence drill down roll up parameter simulation real-time-risk kafka connector data load hierarchy manipulation memory configuration table load memory data ordering kafka connector local file
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Retail Banking
Notebooks Version Features credit-card-analytics s3 date bucket data type mapping data load dashboarding date bucket
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Risk Management
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Credit Risk
Notebooks Version Features ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift collateral-shortfall-forecast configuration parquet pandas transactions table join visualization content persistence source simulation
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Liquidity Risk
indicates the licensed version of Atoti is required.
Notebooks Version Features configuration vector aggregation quantile session query visualization dashboarding cube memory
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Market Risk
Notebooks Version Features sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation pnl-explained table join value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation
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Operational Risk
Notebooks Version Features credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation
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Treasury
Notebooks Version Features collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
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Insurance
Notebooks Version Features customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation
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Portfolio Management
Notebooks Version Features custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation optimize-with-constraints where nonlinear aggregation cumulative aggregation vector aggregation data type mapping quantile data load port table load parameter simulation
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Quantitative Strategy
Notebooks Version Features bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory
Other industries
| Notebooks | Version | Features |
| airline-industry |  |
configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up |
| baseball | |
where cumulative aggregation pandas table join hierarchy manipulation cube query visualization date difference parameter simulation |
| bike-sales | |
cumulative aggregation table join hierarchy manipulation dashboarding port data ordering parameter simulation |
| col-data-profile | |
s3 where CSV s3 visualization |
| customer-churn | |
where filter pandas visualization data ranking parameter simulation source simulation |
| digital-marketing-dashboard | |
configuration cumulative aggregation date bucket table join date bucket dashboarding date format date bucket |
| drug-efficacy | |
filter data type mapping table join hierarchy manipulation dashboarding data ordering source simulation |
| formula-one | |
where pandas data type mapping table join cube query visualization data ranking parameter simulation |
| geopricing | |
hierarchy manipulation cube query memory configuration cube query memory data ordering parameter simulation source simulation |
| global-covid-data | |
cumulative aggregation date shift rolling windows port drill through data ordering date_shift |
| hr-dashboard | |
s3 configuration CSV s3 hierarchy manipulation visualization port content persistence |
| iot-load | |
configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through |
| pricing-simulations-around-product-classes | |
where pandas table join cube query dashboarding port parameter simulation source simulation |
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cumulative aggregation data load dashboarding date format table load drill down roll up local file | |
| sales-commission | |
cumulative aggregation date bucket date bucket dashboarding JupyterLab extension date bucket data ordering |
| sales_cube | |
date bucket date bucket dashboarding date bucket memory configuration drill down roll up memory |
| sub-population-analysis | |
s3 where CSV s3 pandas data type mapping table join hierarchy manipulation cube query |
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cumulative aggregation hierarchy manipulation cube query date format date shift data ordering data ranking parameter simulation source simulation date_shift | |
| var-impact-in-premier-league | |
s3 where filter cumulative aggregation CSV s3 hierarchy manipulation visualization parameter simulation |
| veteran-emp | |
s3 configuration CSV s3 hierarchy manipulation visualization dashboarding port content persistence |
| world-population | |
s3 where CSV s3 data type mapping dashboarding data ranking parameter simulation |
Community fun
| Notebooks | Version | Features |
| burritos | |
s3 configuration CSV s3 pandas table join dashboarding port |
| christmas-nyan | |
configuration pandas data load visualization dashboarding content persistence table load source simulation |
| monte-carlo-pi | |
configuration data type mapping dashboarding port content persistence |
| pizza-shop |  |
s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket |
| pokemon | |
filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift |
| wine-analytics | |
s3 configuration CSV s3 pandas table join hierarchy manipulation dashboarding |
Double-click on tile to go to feature section.
| Data loading |
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| Data preprocessing |
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| Data querying |
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| Data analytics |
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| What-if simulation |
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| Configurables |
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🗃 Cloud Storage
Finance
Notebooks Version Features price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation credit-card-analytics s3 date bucket data type mapping data load dashboarding date bucket
Other industries
Notebooks Version Features col-data-profile s3 where CSV s3 visualization hr-dashboard s3 configuration CSV s3 hierarchy manipulation visualization port content persistence sub-population-analysis s3 where CSV s3 pandas data type mapping table join hierarchy manipulation cube query var-impact-in-premier-league s3 where filter cumulative aggregation CSV s3 hierarchy manipulation visualization parameter simulation veteran-emp s3 configuration CSV s3 hierarchy manipulation visualization dashboarding port content persistence world-population s3 where CSV s3 data type mapping dashboarding data ranking parameter simulation
Community fun
Notebooks Version Features burritos s3 configuration CSV s3 pandas table join dashboarding port pizza-shop s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket wine-analytics s3 configuration CSV s3 pandas table join hierarchy manipulation dashboarding
🗃 Conditionality
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory optimize-with-constraints where nonlinear aggregation cumulative aggregation vector aggregation data type mapping quantile data load port table load parameter simulation ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features baseball where cumulative aggregation pandas table join hierarchy manipulation cube query visualization date difference parameter simulation col-data-profile s3 where CSV s3 visualization customer-churn where filter pandas visualization data ranking parameter simulation source simulation drug-efficacy filter data type mapping table join hierarchy manipulation dashboarding data ordering source simulation formula-one where pandas data type mapping table join cube query visualization data ranking parameter simulation pricing-simulations-around-product-classes where pandas table join cube query dashboarding port parameter simulation source simulation sub-population-analysis s3 where CSV s3 pandas data type mapping table join hierarchy manipulation cube query var-impact-in-premier-league s3 where filter cumulative aggregation CSV s3 hierarchy manipulation visualization parameter simulation world-population s3 where CSV s3 data type mapping dashboarding data ranking parameter simulation
Community fun
Notebooks Version Features filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift
🗃 Customization
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering pnl-explained configuration table join visualization dashboarding content persistence drill down roll up parameter simulation price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation configuration vector aggregation quantile session query visualization dashboarding cube memory sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation
Other industries
Notebooks Version Features airline-industry configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up digital-marketing-dashboard configuration cumulative aggregation date bucket table join date bucket dashboarding date format date bucket hr-dashboard s3 configuration CSV s3 hierarchy manipulation visualization port content persistence iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through veteran-emp s3 configuration CSV s3 hierarchy manipulation visualization dashboarding port content persistence
Community fun
Notebooks Version Features burritos s3 configuration CSV s3 pandas table join dashboarding port christmas-nyan configuration pandas data load visualization dashboarding content persistence table load source simulation monte-carlo-pi configuration data type mapping dashboarding port content persistence filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift wine-analytics s3 configuration CSV s3 pandas table join hierarchy manipulation dashboarding
🗃 Data Aggregation
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation optimize-with-constraints where nonlinear aggregation cumulative aggregation vector aggregation data type mapping quantile data load port table load parameter simulation bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory configuration vector aggregation quantile session query visualization dashboarding cube memory sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features baseball where cumulative aggregation pandas table join hierarchy manipulation cube query visualization date difference parameter simulation bike-sales cumulative aggregation table join hierarchy manipulation dashboarding port data ordering parameter simulation digital-marketing-dashboard configuration cumulative aggregation date bucket table join date bucket dashboarding date format date bucket global-covid-data cumulative aggregation date shift rolling windows port drill through data ordering date_shift cumulative aggregation data load dashboarding date format table load drill down roll up local file sales-commission cumulative aggregation date bucket date bucket dashboarding JupyterLab extension date bucket data ordering cumulative aggregation hierarchy manipulation cube query date format date shift data ordering data ranking parameter simulation source simulation date_shift var-impact-in-premier-league s3 where filter cumulative aggregation CSV s3 hierarchy manipulation visualization parameter simulation
🗃 Data Bucket
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory credit-card-analytics s3 date bucket data type mapping data load dashboarding date bucket credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features digital-marketing-dashboard configuration cumulative aggregation date bucket table join date bucket dashboarding date format date bucket iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through sales-commission cumulative aggregation date bucket date bucket dashboarding JupyterLab extension date bucket data ordering sales_cube date bucket date bucket dashboarding date bucket memory configuration drill down roll up memory
Community fun
Notebooks Version Features pizza-shop s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket
🗃 Data Connector
Finance
Notebooks Version Features real-time-risk kafka connector data load hierarchy manipulation memory configuration table load memory data ordering kafka connector local file customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features airline-industry configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up baseball where cumulative aggregation pandas table join hierarchy manipulation cube query visualization date difference parameter simulation col-data-profile s3 where CSV s3 visualization customer-churn where filter pandas visualization data ranking parameter simulation source simulation formula-one where pandas data type mapping table join cube query visualization data ranking parameter simulation hr-dashboard s3 configuration CSV s3 hierarchy manipulation visualization port content persistence iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through pricing-simulations-around-product-classes where pandas table join cube query dashboarding port parameter simulation source simulation sub-population-analysis s3 where CSV s3 pandas data type mapping table join hierarchy manipulation cube query var-impact-in-premier-league s3 where filter cumulative aggregation CSV s3 hierarchy manipulation visualization parameter simulation veteran-emp s3 configuration CSV s3 hierarchy manipulation visualization dashboarding port content persistence world-population s3 where CSV s3 data type mapping dashboarding data ranking parameter simulation
Community fun
Notebooks Version Features burritos s3 configuration CSV s3 pandas table join dashboarding port christmas-nyan configuration pandas data load visualization dashboarding content persistence table load source simulation pizza-shop s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift wine-analytics s3 configuration CSV s3 pandas table join hierarchy manipulation dashboarding
🗃 Data Etl
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering real-time-risk kafka connector data load hierarchy manipulation memory configuration table load memory data ordering kafka connector local file customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation optimize-with-constraints where nonlinear aggregation cumulative aggregation vector aggregation data type mapping quantile data load port table load parameter simulation bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory credit-card-analytics s3 date bucket data type mapping data load dashboarding date bucket credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift
Other industries
Notebooks Version Features airline-industry configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up drug-efficacy filter data type mapping table join hierarchy manipulation dashboarding data ordering source simulation formula-one where pandas data type mapping table join cube query visualization data ranking parameter simulation cumulative aggregation data load dashboarding date format table load drill down roll up local file sub-population-analysis s3 where CSV s3 pandas data type mapping table join hierarchy manipulation cube query world-population s3 where CSV s3 data type mapping dashboarding data ranking parameter simulation
Community fun
Notebooks Version Features christmas-nyan configuration pandas data load visualization dashboarding content persistence table load source simulation monte-carlo-pi configuration data type mapping dashboarding port content persistence pizza-shop s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket
🗃 Data Load
Finance
Notebooks Version Features collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation
🗃 Data Metric
Finance
Notebooks Version Features custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation optimize-with-constraints where nonlinear aggregation cumulative aggregation vector aggregation data type mapping quantile data load port table load parameter simulation configuration vector aggregation quantile session query visualization dashboarding cube memory sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift
🗃 Data Model
Finance
Notebooks Version Features pnl-explained configuration table join visualization dashboarding content persistence drill down roll up parameter simulation real-time-risk kafka connector data load hierarchy manipulation memory configuration table load memory data ordering kafka connector local file customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation optimize-with-constraints where nonlinear aggregation cumulative aggregation vector aggregation data type mapping quantile data load port table load parameter simulation bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory credit-card-analytics s3 date bucket data type mapping data load dashboarding date bucket credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation
Other industries
Notebooks Version Features airline-industry configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up baseball where cumulative aggregation pandas table join hierarchy manipulation cube query visualization date difference parameter simulation bike-sales cumulative aggregation table join hierarchy manipulation dashboarding port data ordering parameter simulation digital-marketing-dashboard configuration cumulative aggregation date bucket table join date bucket dashboarding date format date bucket drug-efficacy filter data type mapping table join hierarchy manipulation dashboarding data ordering source simulation formula-one where pandas data type mapping table join cube query visualization data ranking parameter simulation geopricing hierarchy manipulation cube query memory configuration cube query memory data ordering parameter simulation source simulation hr-dashboard s3 configuration CSV s3 hierarchy manipulation visualization port content persistence pricing-simulations-around-product-classes where pandas table join cube query dashboarding port parameter simulation source simulation cumulative aggregation data load dashboarding date format table load drill down roll up local file sub-population-analysis s3 where CSV s3 pandas data type mapping table join hierarchy manipulation cube query cumulative aggregation hierarchy manipulation cube query date format date shift data ordering data ranking parameter simulation source simulation date_shift var-impact-in-premier-league s3 where filter cumulative aggregation CSV s3 hierarchy manipulation visualization parameter simulation veteran-emp s3 configuration CSV s3 hierarchy manipulation visualization dashboarding port content persistence
Community fun
Notebooks Version Features burritos s3 configuration CSV s3 pandas table join dashboarding port christmas-nyan configuration pandas data load visualization dashboarding content persistence table load source simulation pizza-shop s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift wine-analytics s3 configuration CSV s3 pandas table join hierarchy manipulation dashboarding
🗃 Data Preprocessing
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features digital-marketing-dashboard configuration cumulative aggregation date bucket table join date bucket dashboarding date format date bucket iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through sales-commission cumulative aggregation date bucket date bucket dashboarding JupyterLab extension date bucket data ordering sales_cube date bucket date bucket dashboarding date bucket memory configuration drill down roll up memory
🗃 Data Query
Finance
Notebooks Version Features pnl-explained configuration table join visualization dashboarding content persistence drill down roll up parameter simulation price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift configuration vector aggregation quantile session query visualization dashboarding cube memory sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation
Other industries
Notebooks Version Features airline-industry configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up baseball where cumulative aggregation pandas table join hierarchy manipulation cube query visualization date difference parameter simulation col-data-profile s3 where CSV s3 visualization customer-churn where filter pandas visualization data ranking parameter simulation source simulation formula-one where pandas data type mapping table join cube query visualization data ranking parameter simulation geopricing hierarchy manipulation cube query memory configuration cube query memory data ordering parameter simulation source simulation hr-dashboard s3 configuration CSV s3 hierarchy manipulation visualization port content persistence iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through pricing-simulations-around-product-classes where pandas table join cube query dashboarding port parameter simulation source simulation sub-population-analysis s3 where CSV s3 pandas data type mapping table join hierarchy manipulation cube query cumulative aggregation hierarchy manipulation cube query date format date shift data ordering data ranking parameter simulation source simulation date_shift var-impact-in-premier-league s3 where filter cumulative aggregation CSV s3 hierarchy manipulation visualization parameter simulation veteran-emp s3 configuration CSV s3 hierarchy manipulation visualization dashboarding port content persistence
Community fun
Notebooks Version Features christmas-nyan configuration pandas data load visualization dashboarding content persistence table load source simulation pizza-shop s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift
🗃 Data Visualization
Finance
Notebooks Version Features pnl-explained configuration table join visualization dashboarding content persistence drill down roll up parameter simulation price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation credit-card-analytics s3 date bucket data type mapping data load dashboarding date bucket configuration vector aggregation quantile session query visualization dashboarding cube memory stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation
Other industries
Notebooks Version Features airline-industry configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up bike-sales cumulative aggregation table join hierarchy manipulation dashboarding port data ordering parameter simulation digital-marketing-dashboard configuration cumulative aggregation date bucket table join date bucket dashboarding date format date bucket drug-efficacy filter data type mapping table join hierarchy manipulation dashboarding data ordering source simulation iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through pricing-simulations-around-product-classes where pandas table join cube query dashboarding port parameter simulation source simulation cumulative aggregation data load dashboarding date format table load drill down roll up local file sales-commission cumulative aggregation date bucket date bucket dashboarding JupyterLab extension date bucket data ordering sales_cube date bucket date bucket dashboarding date bucket memory configuration drill down roll up memory veteran-emp s3 configuration CSV s3 hierarchy manipulation visualization dashboarding port content persistence world-population s3 where CSV s3 data type mapping dashboarding data ranking parameter simulation
Community fun
Notebooks Version Features burritos s3 configuration CSV s3 pandas table join dashboarding port christmas-nyan configuration pandas data load visualization dashboarding content persistence table load source simulation monte-carlo-pi configuration data type mapping dashboarding port content persistence pizza-shop s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket wine-analytics s3 configuration CSV s3 pandas table join hierarchy manipulation dashboarding
🗃 Dates Data
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory credit-card-analytics s3 date bucket data type mapping data load dashboarding date bucket credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features baseball where cumulative aggregation pandas table join hierarchy manipulation cube query visualization date difference parameter simulation digital-marketing-dashboard configuration cumulative aggregation date bucket table join date bucket dashboarding date format date bucket global-covid-data cumulative aggregation date shift rolling windows port drill through data ordering date_shift iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through cumulative aggregation data load dashboarding date format table load drill down roll up local file sales-commission cumulative aggregation date bucket date bucket dashboarding JupyterLab extension date bucket data ordering sales_cube date bucket date bucket dashboarding date bucket memory configuration drill down roll up memory cumulative aggregation hierarchy manipulation cube query date format date shift data ordering data ranking parameter simulation source simulation date_shift
Community fun
Notebooks Version Features pizza-shop s3 date bucket CSV s3 pandas data type mapping table join visualization JupyterLab extension date format date bucket filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift
🗃 Deployment
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering pnl-explained configuration table join visualization dashboarding content persistence drill down roll up parameter simulation real-time-risk kafka connector data load hierarchy manipulation memory configuration table load memory data ordering kafka connector local file customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation optimize-with-constraints where nonlinear aggregation cumulative aggregation vector aggregation data type mapping quantile data load port table load parameter simulation bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features airline-industry configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up bike-sales cumulative aggregation table join hierarchy manipulation dashboarding port data ordering parameter simulation geopricing hierarchy manipulation cube query memory configuration cube query memory data ordering parameter simulation source simulation global-covid-data cumulative aggregation date shift rolling windows port drill through data ordering date_shift hr-dashboard s3 configuration CSV s3 hierarchy manipulation visualization port content persistence iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through pricing-simulations-around-product-classes where pandas table join cube query dashboarding port parameter simulation source simulation sales_cube date bucket date bucket dashboarding date bucket memory configuration drill down roll up memory veteran-emp s3 configuration CSV s3 hierarchy manipulation visualization dashboarding port content persistence
Community fun
Notebooks Version Features burritos s3 configuration CSV s3 pandas table join dashboarding port christmas-nyan configuration pandas data load visualization dashboarding content persistence table load source simulation monte-carlo-pi configuration data type mapping dashboarding port content persistence filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift
🗃 Directquery
Use case is currently not available for these industries. Reach out to Atoti team if you have a use case to request or share.
🗃 Excel
Use case is currently not available for these industries. Reach out to Atoti team if you have a use case to request or share.
🗃 Multidimensional Analysis
Finance
Notebooks Version Features pnl-explained configuration table join visualization dashboarding content persistence drill down roll up parameter simulation bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory
Other industries
Notebooks Version Features airline-industry configuration pandas data type mapping table join visualization dashboarding content persistence drill down roll up global-covid-data cumulative aggregation date shift rolling windows port drill through data ordering date_shift iot-load configuration date bucket pandas date bucket visualization dashboarding date bucket content persistence drill through cumulative aggregation data load dashboarding date format table load drill down roll up local file sales_cube date bucket date bucket dashboarding date bucket memory configuration drill down roll up memory
🗃 Optimization
Finance
Notebooks Version Features real-time-risk kafka connector data load hierarchy manipulation memory configuration table load memory data ordering kafka connector local file customer360 switch cumulative aggregation date bucket sql connector data load date format date difference memory configuration table load memory bucket-analysis cumulative aggregation data load date bucket date format date bucket memory configuration table load drill down roll up memory credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift configuration vector aggregation quantile session query visualization dashboarding cube memory sbm where filter configuration vector aggregation hierarchy manipulation cube query memory configuration drill down roll up memory intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features geopricing hierarchy manipulation cube query memory configuration cube query memory data ordering parameter simulation source simulation sales_cube date bucket date bucket dashboarding date bucket memory configuration drill down roll up memory
🗃 Ordinality
Finance
Notebooks Version Features cumulative-pnl where configuration cumulative aggregation date bucket data type mapping date bucket date bucket content persistence data ordering real-time-risk kafka connector data load hierarchy manipulation memory configuration table load memory data ordering kafka connector local file ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift intraday-liquidity filter cumulative aggregation date bucket parquet date bucket date bucket memory configuration query memory data ranking
Other industries
Notebooks Version Features bike-sales cumulative aggregation table join hierarchy manipulation dashboarding port data ordering parameter simulation customer-churn where filter pandas visualization data ranking parameter simulation source simulation drug-efficacy filter data type mapping table join hierarchy manipulation dashboarding data ordering source simulation formula-one where pandas data type mapping table join cube query visualization data ranking parameter simulation geopricing hierarchy manipulation cube query memory configuration cube query memory data ordering parameter simulation source simulation global-covid-data cumulative aggregation date shift rolling windows port drill through data ordering date_shift sales-commission cumulative aggregation date bucket date bucket dashboarding JupyterLab extension date bucket data ordering cumulative aggregation hierarchy manipulation cube query date format date shift data ordering data ranking parameter simulation source simulation date_shift world-population s3 where CSV s3 data type mapping dashboarding data ranking parameter simulation
🗃 Real Time
Finance
Notebooks Version Features real-time-risk kafka connector data load hierarchy manipulation memory configuration table load memory data ordering kafka connector local file
Other industries
Notebooks Version Features cumulative aggregation data load dashboarding date format table load drill down roll up local file
🗃 Security
Use case is currently not available for these industries. Reach out to Atoti team if you have a use case to request or share.
🗃 Simulation
Finance
Notebooks Version Features pnl-explained configuration table join visualization dashboarding content persistence drill down roll up parameter simulation price-elasticity s3 configuration CSV s3 pandas table join visualization dashboarding content persistence source simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation custom widget nonlinear aggregation cumulative aggregation vector aggregation endpoint quantile cube query table load parameter simulation optimize-with-constraints where nonlinear aggregation cumulative aggregation vector aggregation data type mapping quantile data load port table load parameter simulation credit-card-fraud-detection date bucket data load cube query rolling windows table load drill through cube query source simulation ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift sa-ccr where filter nonlinear aggregation data type mapping statistical computation data load cube query date difference table load parameter simulation source simulation stressed-var-calibration configuration nonlinear aggregation data type mapping quantile hierarchy manipulation visualization dashboarding rolling windows content persistence parameter simulation value-at-risk configuration nonlinear aggregation data type mapping quantile table join visualization dashboarding content persistence parameter simulation source simulation xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift collateral-shortfall-forecast where configuration parquet pandas transactions table join visualization dashboarding content persistence source simulation collateral-shortfall-monitoring where configuration parquet pandas transactions visualization dashboarding content persistence parameter simulation source simulation
Other industries
Notebooks Version Features baseball where cumulative aggregation pandas table join hierarchy manipulation cube query visualization date difference parameter simulation bike-sales cumulative aggregation table join hierarchy manipulation dashboarding port data ordering parameter simulation customer-churn where filter pandas visualization data ranking parameter simulation source simulation drug-efficacy filter data type mapping table join hierarchy manipulation dashboarding data ordering source simulation formula-one where pandas data type mapping table join cube query visualization data ranking parameter simulation geopricing hierarchy manipulation cube query memory configuration cube query memory data ordering parameter simulation source simulation pricing-simulations-around-product-classes where pandas table join cube query dashboarding port parameter simulation source simulation cumulative aggregation hierarchy manipulation cube query date format date shift data ordering data ranking parameter simulation source simulation date_shift var-impact-in-premier-league s3 where filter cumulative aggregation CSV s3 hierarchy manipulation visualization parameter simulation world-population s3 where CSV s3 data type mapping dashboarding data ranking parameter simulation
Community fun
Notebooks Version Features christmas-nyan configuration pandas data load visualization dashboarding content persistence table load source simulation filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift
🗃 Trend Analysis
Finance
Notebooks Version Features ifrs9 where filter data type mapping hierarchy manipulation cube query memory configuration memory data ordering parameter simulation shift xva filter switch vector aggregation quantile data load cube query table load data ordering parameter simulation source simulation shift
Other industries
Notebooks Version Features global-covid-data cumulative aggregation date shift rolling windows port drill through data ordering date_shift cumulative aggregation hierarchy manipulation cube query date format date shift data ordering data ranking parameter simulation source simulation date_shift
Community fun
Notebooks Version Features filter custom widget endpoint hierarchy manipulation session query date bucket port parameter simulation source simulation shift
🗃 Usecase_Path
Coming soon...
Reach out to ActiveViam for more information.