Categories - Energy Systems

Sub Categories

Topics

energy-system-model, pypsa, optimal-power-flow, power-flow, power-systems-analysis, capacity-expansion-planning, power-system-analysis, powersystem, nrel, microgrid, loadflow, matpower, power-network, milp, power-grids, cim, adequacy, electrical, power-system, powersystems, oemof, gym-environments, oep, demand-flexibility, optimisation-model, osemosys, smart-grids, potentials, renewable-timeseries, co-simulation, load-flow, sequential-decision-making-problems, clean-energy, gymnasium, efficiency, energy-management, short-circuit, modelling-framework, energy-management-systems, smart-grid, previsionnel, bilan, rte, eia-api, minigrid, powsybl, power-system-dynamics, mathematical-modelling, times-model, tyndp, harmonics, psp-ufu, free-libre-open-source-software, graphical-user-interface, industry-aplication, energy-flexibility, ignite-cli, grid-system, eolian, cosmos-sdk-proto, 3-phases, 3-phase-inverter, nuclear, npps, typical-periods, aggregation, datamodel, rts, worldbank-gost, labor, gender, user-defined-control, synchronous-machine, stability, extensible, hypervision, alerting, pypsa-earth, pypsa-africa, power-system-planning, power-system-model, operational-optimization, investment-optimization, energy-system-planning, stateestimation, shortcircuit, eigen3, villas, marktstammdatenregister, lovelace-card, spine-toolbox, miniconda, anaconda, bulma-css, free-and-open-source-software, computer-aided-design, solar-system, glpk, energy-models, earth-osm, solarnode, solarnetwork, plugin-architecture, osgi, mbus, loxone, energy-generation, canbus, smart-home, octopus-energy, energy-modelling, mixed-integer-linear-programming, modular, groovy, manipulatewidge, electric, dygraphs, students, investment, energy-planners, esdl, energy-transition-calculation, energy-information, description-language, urban-heat-island, snakemake-workflow, sector-coupling, great-britain, power-supply, openmodelica, gridlabd, agent-based, quasi-stationary, environmental, system, state-estimation, pudl, natural-gas, ferc, etl, eia923, eia860, ddj, cems, linopy, timedomain, small-signal, modeling-dae, eigenvalue-analysis, andes, decarbonisation, stochastic-simulation-algorithm, emt, electricity-consumption-forecasting, electricity-consumption-analysis, ireland, energy-planning, modelling-tool, dispatch, energy-optimization-model, agent-based-simulation, tegola, maplibre-gl-js, imposm3, nx, green-energy-hub, energy-origin, cgmes, energy-information-administration, off-grid, monophased, islanding, electromagnetic-transient, dynamic-phasors, power-system-stabilizer, power-system-stability, power-system-dynamic-modeling, power-grid, gridcal, iec61970, cim-import, cim-export, slimmemeter, slimme-meters, nifi-processors, nifi, dsmr-parser, dsmr, energy-systems-modelling, free-datasets, market, hardware-designs, emonpi, v2s, v2h, v2g, v2b, smart-charging, ev-integration, bidirectional-charging, rhdf5, transmission-grid, planning-tool, distribution-grid, myenergi, green-energy, ev-charging, nyiso, newyork, kaggle-dataset, open source model, GAMS, electricity-networks, active-network-management, transient-stability, simulator-automation-server, simauto, pythran, powerworld-simulator, powerworld, graph-analysis, contingency-analysis, springframework, public-lighting, oslp, iec61850, dlms, distribution-automation, cucumber-tests, pandapower, electrical-systems, electrical-system, electrical-schematics, electrical-rules-check, electrical-networks, electrical-network-analysis, coordination-study, power-stations, openadr, lf-energy, testbed, software-in-the-loop, flexibility-modeling, standalone-software, renewable, flexibility, balancing, klu, kaggle-competition, kaggle, clcpa, high-resolution, virtual-sensors, metering, consumption, minlp, energy-demand-forecasting, energy-demand, electricity-load, energy transition, electricity market modelling, distribution-shift, reoptjl, reopt-lite-api, reopt-api, voltage-drop-analysis, short-circuit-analysis, newton-raphson, multi-terminal, latin-hypercube, comon-information-model, acdc, open-energy, oedi, datalake, glow, esphome, wma, sma, ses, rnn, lstm, gru, electric-load-forecasting, arima, times, matpower-github, very-large-scale-systems, tight-and-compact-formulation, power-to-hydrogen, network-constrained-unit-commitment, integrated-resource-planning, hydro-cascade-basins, hourly-resolution, generation-storage-networks-investments, energy-storage-systems, dynamic-investment-decisions, dc-power-flow, costs, powergrid-operation, grid2op, heat-pump, dynamic-line-rating, process-systems-engineering, stochastic-power-flow, n-1-criterion, electricity-supply, economic-dispatch, dispatchable-units, dc-flow, FAME, microgrid-model, transactive-energy, smartgrid, power-simulator, pycaret, time-series-aggregation, representative-days, k-medoids-clustering, k-means-clustering, hierarchical-clustering, policy, data visualization, power market model, optimization-model, integrated-markal-efom, bottom-up-model, school, bath, energy-forecasting, calliope-models, municipal-software, greenbutton, green-button, energy-usage, download-my-data, connect-my-data, time-of-use-tariff, electric-vehicle-charging-station, water-energy-nexus, unit-commitment, substations, renewable-resources,

Projects

Contributors

Jerry Zhuoer Feng [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: dc-flow, dispatchable-units, economic-dispatch, electricity-supply, n-1-criterion, power-system-analysis, renewable-resources, substations, unit-commitment, water-energy-nexus

viktoria.Illyes [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: energy-system-model

paulapreuss [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: energy-system, modelling-framework

Marlon Fleck [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: oemof, capacity-expansion-planning, clean-energy, climate-change, electrical-engineering, energy-system, energy-systems, linopy, loadflow, optimal-power-flow and 8 more

Reedy [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: emoncms, symfony, symfony-component, contract, service, symfony-contract, dotenv, abstractions, contracts, decoupling and 20 more

Arthur Chan [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: fuzz-testing, fuzzing, oss-fuzz, stability, vulnerabilities, cloud-computing, compliance, gcp, lambda, rules-engine and 9 more

Ray Kinsella [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: emoncms, openenergymonitor, sustainability

Valery De Smedt [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: node-serialport, nodebots, robot, serial, serial-ports, serialport, emoncms, openenergymonitor, sustainability

Pydrex [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: ev-charging, green-energy, myenergi

mdb17 [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: consumption, hacs, metering, power, virtual-sensors

lschmeling [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:

Patrik Schönfeldt [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:

Patrik Schönfeldt [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:

Turhan [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:

Patrik Schönfeldt [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:

Fernando Penaherrera [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:

Martin Krisch [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:

Vamsipriya22 [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:

Bruce J Palmer [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics:

Kadlec [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: nrel, renewable-energy, reopt-api, reopt-lite-api, reoptjl

Ole Mussmann [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: anaconda, miniconda, simulation-model, spine-toolbox

paczyzak [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Regional Energy System Models
Topics:

KelvinZhang99 [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: hydropower, renewable-energy, reservoir-modeling

Anthony Williams [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Wouter Terlouw [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Charlotte vm [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Robert Terwel [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Thais Varella [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Charlotte vm [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Charlotte vm [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Dennis Schoenmakers [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Michiel den Haan [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Roos de Kok [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Nikki Brormann [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

José Ignacio Zapata Fuentealba [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Markets, Energy Modeling and Optimization
Topics: mathematical-programming, modeling-language, nonlinear-programming

ahobeost [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Renewable Energy Integration
Topics:

Rory Finnegan [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics: optimal-power-flow, power-network, bayesian-optimization, data-storage, hdf5, hdf5-binaries, hdf5-files, hdf5-library, jld, mat and 22 more

Thomas Harvey [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics: batteries, electric-vehicles, renewable-energy, solar, wind, json-api, jsonapi, redux-json-api, amqp, queue-tasks and 12 more

marvinheintze [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics: agent-based-simulation, energy-transition, powersystem, research

garbaylouis [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: energy-system, power-system-simulation, power-systems, power-systems-analysis

James McMahon [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: model-predictive-control

Julian Geis [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Regional Energy System Models
Topics:

Robin Grether [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:

alefunxo [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Policy, Energy System Data Access
Topics: data visualization, plotly, policy, renewable energy

phumthep [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics: dc-flow, dispatchable-units, economic-dispatch, electricity-supply, n-1-criterion, power-system-analysis, renewable-resources, substations, unit-commitment, water-energy-nexus

cristinafray [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics: acdc, cim, comon-information-model, electrical, electrical-engineering, latin-hypercube, multi-terminal, newton-raphson, power-systems, powerflow and 1 more

Krien [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: energy-system, modelling-framework

Aiswarya Kaitheri Kandoth [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics:

Klütz, Theresa [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:

Joijanae Laws [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: climate-change, environmental, plotly

Fernando Fachini [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: energy-system, energy-system-modeling, gridcal, modelica, power-grid, power-grids, power-system-dynamic-modeling, power-system-dynamics, power-system-simulation, power-system-stability and 4 more

Nischita Nannapaneni [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: climate-change, environmental, plotly

juangutierrez [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics: climate-change, environmental, plotly

HarmonicReflux [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics: decarbonisation

Minshu Deng [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy Policy
Topics:

Elinor Montmasson [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics:

Severin L [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: climate-change, environmental, plotly

hazelcsumb [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: climate-change, environmental, plotly

andre-pegasys [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics: gender, labor, worldbank, worldbank-gost

johnmeshulam [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics: lf-energy, openadr

john572 [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics: lf-energy, openadr

alexcarnero97uma [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics: lf-energy, openadr

ylisko [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics: lf-energy, openadr

Chen Chen [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Global and Regional Energy System Models, Regional Energy System Models
Topics:

Marie Fischer [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: loadflow, power, powerflow, short-circuit, state-estimation, system

Lars Nielsen [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics: energy-origin, green-energy-hub, nx

Vitalie Belinschi [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics: energy-origin, green-energy-hub, nx

sahma19 [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics: energy-origin, green-energy-hub, nx

sahma19 [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics: energy-origin, green-energy-hub, nx

Stefan Daehling [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Jonas-58 [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

EXT Jaume Fitó [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

lou-morriet [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Etienne Cuisinier [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Benoit Delinchant [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Camille Pajot [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

twumduan 1805Anorkor@92

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Nana Kofi Twum-Duah [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Derek Wacks [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:

Aryaz Eghbali [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics: html-extraction, html-extractor, html-page, lsa, pagerank-algorithm, reduction, summarization, summarizer, summary, sumy and 14 more

Dzhavat Ushev [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics: energy-origin, green-energy-hub, nx, ngrx, observables, rxjs, state-management, web-performance

Steffen Vogel [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: cloud-computing, operating-system, operating-systems, osdev, unikernel, virtualization, kernel, unikernels

Niklas Eiling [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics: cloud-computing, kernel, operating-system, operating-systems, osdev, unikernels, virtualization

WoutProvost [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: dsmr, dsmr-parser, nifi, nifi-processors, slimme-meters, slimmemeter, smartmeter

Niels Basjes [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: flink, parquet, dsmr, dsmr-parser, nifi, nifi-processors, slimme-meters, slimmemeter, smartmeter, avro and 3 more

Niels Basjes [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics: dsmr, dsmr-parser, nifi, nifi-processors, slimme-meters, slimmemeter, smartmeter, avro, bigdata, cplusplus and 1 more

Mohammad Amin Tahavori [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Johann Kraft [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:

Ciara Dunks [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics: oemof

sriharid [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics: planning, power, power-system-analysis, power-system-simulation, power-systems, renewable-energy, renewables

Milind R [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics: planning, power, power-system-analysis, power-system-simulation, power-systems, renewable-energy, renewables

David Swinkels [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics: energy-forecasting, lfenergy, openstef

Alexis Mignon [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics: energy-forecasting, distributed, hyperparameter-optimization, parallel

user jupyter [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics: energy-forecasting

Steve Putman [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy Modeling and Optimization
Topics:

Oakington [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:

glynhudson glynhudson@penguin

OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics: emoncms, emonpi, hardware-designs

Knueven [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics: energy-system, milp, minlp, power, powerflow, snl-applications, snl-science-libs

bknueven [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics: energy-system, milp, minlp, power, powerflow, snl-applications, snl-science-libs, unit-commitment

Castillo [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics: energy-system, milp, minlp, power, powerflow, snl-applications, snl-science-libs, snl-data-analysis