timeseries.pythonian.fr Open in urlscan Pro
51.159.16.37  Public Scan

Form analysis
0 forms found in the DOM

Text Content

 * Features
 * Uses cases
 * Our offer
 * Our API
 * News
 * About us

 * API doc
 * Request a demo


THE DEDICATED TOOL FOR TIME SERIES BASED ANALYSIS.

 * Integrate your data and look at the changing world
 * Unleash the potential of Machine Learning
 * Speed up data management & focus on your core activity
 * Build complex and value added data
 * Drive your data governance through your team expertise
 * Ready to use : get started today

API doc
See on YouTube
Request a demo

The power of The Timeseries Refinery


TAILOR-MADE FEATURES FOR YOUR NEEDS


 * Integration
 * Value-add
 * Quality


CATALOG

All your time series, in one shared data referential. Accessible from a unified
API point that transparently links all your data silos. Calculated series are
all exposed in the catalog just like any other series.


STORAGE

Data storage is highly optimized for versioned data with simple time travel and
backtesting capabilities. Access on the fly to external or legacy time series
storage, without the need for data duplication.


DATA TRANSFORMATION

A low code formula system to transform your raw data into enriched indicators.
Time travel capabilities are enabled in all levels of aggregation. Extendable to
your specific needs. The little streams make the big rivers.


DATA MESH

When your data lake becomes a data swamp, choose to build a data mesh with the
Timeseries Refinery. Specialize your instances around business oriented teams
and aggregate their work in a federation system. Build a meta-catalog fed by
various teams in a horizontal integration.


DASHBOARDS

Build dashboards with simple configuration files. Choose between a low-level
library to build complex and informative plots in a business-oriented fashion
integrate in your own dashboard or a high-level library to build stand alone
websites of plots.


FORECAST

Run any python and R code with machine learning algorithms. Schedule it on a
large scale. Insert your fully-versioned forecasts, visualize them on the fly
and make them available to your collaborators. Easy access to logs and
launchers.


DATA AUDIT & SUPERVISION

Build confidence in your data: audit the sources of any complex series. Explore
the time series referential with multiple views ready to use. Look for any value
of any revision of any series. In case of calculated series, explore recursively
all the underlying components. Superpose multiple series on a whim to find
correlations and covariations. Sometimes human expertise is the way to go :
correct the data on the fly.


BACKTESTING

Evaluate the quality of your model with two dedicated API points: staircase and
block-staircase. The required parameters are respectively a timedelta or a set
of parameters with magic hours such as market opening/closing hour. Use the web
UI for interactive backtesting of a collection of models and produce reports at
scheduled time.


TASK MANAGEMENT

Manage all your processes in one single app. Give your analysts autonomy to
supervise the IT processes. Launch and schedule any python code (from scraper to
models) and access the logs easily. Easily identify the failing critical tasks.
Configure the parallelisation or serialization of your tasks

No matter who you are


INCREASE YOUR TEAM'S EFFICIENCY




ANALYST & DATA SCIENTIST


Organize the chaos of available data. Explore and transform your data with
simple and efficient tools. Automate your data process in one single place.
Extract values from the data by building high level indicators. Manage and share
your data referential. Enjoy the data referential built by other specialists.


Learn more



MANAGER


Explore new business opportunities faster and develop better performance for
your teams. Share comprehensive, high-level data with your management to help
them drive their businesses in an ever-changing environment. With 100% data
traceability you are always in the driving seat.


Learn more



IT DEPARTMENT


Enjoy a ready to use tool, without new schema or API definition. Let the user be
autonomous from data transformation to process management. Exploit the high
modularity of the code (and its openness) to fine tune The Timeseries Refinery
to your organization needs.


Learn more

--------------------------------------------------------------------------------

Our offer


SUBSCRIBE TO OUR PREMIUM OFFER AND PURCHASE ADDITIONAL SERVICES

 * Deployment
 * Premium Subscription
 * Data as a Service

Take a fresh start with a powerful tool


INSTALLATION SUPPORT

We can help you with the installation of the Timeseries Refinery in your own
infrastructure. We can also host your Timeseries Refinery on our own cloud.


TRAINING / COACHING

Learn to integrate the Timeseries Refinery within your teams: documentation is a
start but good practices will launch you to the stars.


AD HOC DEVELOPMENT

We can build connectors to your own database, data feeds, web subscriptions and
private API’s. We can also develop specific functionalities like custom access
rights or specific interface, etc.


SPECIFIC MAINTENANCE

Depending on your choice of deployment, we can provide full maintenance of your
timeseries refinery or assist your IT to manage the tool.

When The Timeseries Refinery becomes a key asset in your organization, ensure
your product continuity.


SECURITY

Add a security layer to your installation. Decide who has read/write access.


DASHBOARD EDITOR

Create dashboards in a blink of an eye. Share it with colleagues by sending them
a simple URL.


DATA MONITORING

Don't miss any data update issue. Be assured that your models work with the
latest available data.


VERSION CONTROL & COMPATIBILITY

Make sure you have the last version deployed on your infrastructure. Thanks to
an up-to-date tool, you will keep the edge on your market.


BUG-FIX

Any breaking bug will be prioritized with your subscription. Benefit from a hot
line for any operational issue and bug fix.


CORE DEVELOPMENT

Keep the performance of the Timeseries Refinery up to speed and continuously
integrate new fantastic features defined by the user community.


USER COMMUNITY

By taking a Premium Subscription you will be part of our user community. Follow
our development planning, post your dreamed request and vote for priorities.

Integrate easily ready to use time series from our catalog


EFLOWER CO2 EMISSION FORECAST

CO2 emission forecast from power consumption designed to correctly stimulate and
value demand response in 12 countries in EU. For more informations, go to
eFlower website.


DAY AHEAD POWER PRICE FORECAST

5 days ahead forecast of EEX Day Ahead power market prices


RENEWABLE PRODUCTION FORECAST

Country level wind and solar production for 12 countries in EU


EVER GROWING OPEN DATA CATALOG

ENTSO-E, RTE, ECMWF, GFS, ERA-5…

Ask us a quote


Open source


THE TIMESERIES REFINERY IS AN OPEN SOURCE SOFTWARE

 * Highly flexible
 * Hackable
 * Scalable

 * The tool is entirely yours (not a long-term lease)
 * No license constraints
 * Full auditability through the source code

Built for developers


AN API AS SIMPLE AS IT NEEDS TO BE

Homogeneous through the whole catalog, independently of the nature of the
series.

API doc


Dedicated to versioned timeseries. Highly optimized for such operations, from
storage to http transfer, accessible from the tip of your fingers: get any
version equally as fast.



All data management operations accessible through the web UI are also launchable
through the python API: data creation, formula definition and evaluation, and
task management.



Behind The Timeseries Refinery


MEET THE PYTHONIAN TEAM

Pythonian is a cross disciplinary team with various area of expertise : Software
engineering, Data Management, Modelisation, Energy markets, Meteo/Hydro

About Pythonian



REFERENCES

Designed and used by experts from:


 * Use cases
 * Analyst
 * Manager
 * IT Department

 * Social media
 * Linkedin
 * YouTube

 * Legal
 * Legal Notice
 * Terms of use
 * Contact

--------------------------------------------------------------------------------

© 2023 Pythonian - The Timeseries Refinery. All rights reserved.