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Victor Grau Serrat
16622 lines
131 KiB
Plaintext
16622 lines
131 KiB
Plaintext
Catalyst Beginner Tutorial
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--------------------------
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Basics
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~~~~~~
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Catalyst is an open-source algorithmic trading simulator for crypto
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assets written in Python. The source code can be found at:
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https://github.com/enigmampc/catalyst
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Some benefits include:
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- Support for several of the top crypto-exchanges by trading volume.
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- Realistic: slippage, transaction costs, order delays.
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- Stream-based: Process each event individually, avoids look-ahead
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bias.
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- Batteries included: Common transforms (moving average) as well as
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common risk calculations (Sharpe).
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- Developed and continuously updated by
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`Enigma MPC <https://www.enigma.co>`__ which is building the Enigma
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data marketplace protocol as well as Catalyst, the first application
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that will run on our protocol. Powered by our financial data
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marketplace, Catalyst empowers users to share and curate data and
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build profitable, data-driven investment strategies.
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This tutorial assumes that you have Catalyst correctly installed, see the
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:doc:`Install<install>` section if you haven't set up Catalyst yet.
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Every ``catalyst`` algorithm consists of at least two functions you have to
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define:
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* ``initialize(context)``
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* ``handle_data(context, data)``
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Before the start of the algorithm, ``catalyst`` calls the
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``initialize()`` function and passes in a ``context`` variable.
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``context`` is a persistent namespace for you to store variables you
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need to access from one algorithm iteration to the next.
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After the algorithm has been initialized, ``catalyst`` calls the
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``handle_data()`` function on each iteration, that's one per day (daily) or
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once every minute (minute), depending on the frequency we choose to run our
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simulation. On every iteration, ``handle_data()`` passes the same ``context``
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variable and an event-frame called ``data`` containing the current trading bar
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with open, high, low, and close (OHLC) prices as well as volume for each
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crypto asset in your universe.
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.. For more information on these functions, see the `relevant part of the
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.. Quantopian docs <https://www.quantopian.com/help#api-toplevel>`.
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My first algorithm
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~~~~~~~~~~~~~~~~~~
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Lets take a look at a very simple algorithm from the ``examples`` directory:
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`buy_btc_simple.py <https://github.com/enigmampc/catalyst/blob/master/catalyst/examples/buy_btc_simple.py>`_:
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.. code-block:: python
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from catalyst.api import order, record, symbol
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def initialize(context):
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context.asset = symbol('btc_usd')
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def handle_data(context, data):
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order(context.asset, 1)
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record(btc = data.current(context.asset, 'price'))
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As you can see, we first have to import some functions we would like to
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use. All functions commonly used in your algorithm can be found in
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``catalyst.api``. Here we are using :func:`~catalyst.api.order()` which takes
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twoarguments: a cryptoasset object, and a number specifying how many assets you
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wouldlike to order (if negative, :func:`~catalyst.api.order()` will sell/short
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assets). In this case we want to order 1 bitcoin at each iteration.
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.. For more documentation on ``order()``, see the `Quantopian docs
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.. <https://www.quantopian.com/help#api-order>`__.
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Finally, the :func:`~catalyst.api.record` function allows you to save the value
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of a variable at each iteration. You provide it with a name for the variable
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together with the variable itself: ``varname=var``. After the algorithm
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finished running you will have access to each variable value you tracked
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with :func:`~catalyst.api.record` under the name you provided (we will see this
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further below). You also see how we can access the current price data of
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a bitcoin in the ``data`` event frame.
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.. (for more information see `here <https://www.quantopian.com/help#api-event-properties>`__.
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Ingesting data
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~~~~~~~~~~~~~~
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Before you can backtest your algorithm, you first need to load the historical
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pricing data that Catalyst needs to run your simulation through a process called
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``ingestion``. When you ingest data, Catalyst downloads that data in compressed
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form from the Enigma servers (which eventually will migrate to the Enigma Data
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Marketplace), and stores it locally to make it available at runtime.
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In order to ingest data, you need to run a command like the following:
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.. code-block:: bash
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catalyst ingest-exchange -x bitfinex -i btc_usd
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This instructs Catalyst to download pricing data from the ``Bitfinex`` exchange
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for the ``btc_usd`` currency pair (this follows from the simple algorithm
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presented above where we want to trade ``btc_usd``), and we're choosing to test
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our algorithm using historical pricing data from the Bitfinex exchange. By
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default, Catalyst assumes that you want data with ``daily`` frequency (one candle
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bar per day). If you want instead ``minute`` frequency (one candle bar for every
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minute), you would need to specify it as follows:
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.. code-block:: bash
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catalyst ingest-exchange -x bitfinex -i btc_usd -f minute
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.. parsed-literal::
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Ingesting exchange bundle bitfinex...
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[====================================] Ingesting daily price data on bitfinex: 100%
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We believe it is important for you to have a high-level understanding of how
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data is managed, hence the following overview:
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- Pricing data is split and packaged into ``bundles``: chunks of data organized
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as time series that are kept up to date daily on Enigma's servers. Catalyst
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downloads the requested bundles and reconstructs the full dataset in your
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hard drive.
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- Pricing data is provided in ``daily`` and ``minute`` resolution. Those are
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different bundle datasets, and are managed separately.
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- Bundles are exchange-specific, as the pricing data is specific to the trades
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that happen in each exchange. As a result, you must specify which
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exchange you want pricing data from when ingesting data.
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- Catalyst keeps track of all the downloaded bundles, so that it only has to
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download them once, and will do incremental updates as needed.
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- When running in ``live trading`` mode, Catalyst will first look for
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historical pricing data in the locally stored bundles. If there is anything
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missing, Catalyst will hit the exchange for the most recent data, and merge
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it with the local bundle to optimize the number of requests it needs to make
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to the exchange.
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The ``ingest-exchange`` command in catalyst offers additional parameters to
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further tweak the data ingestion process. You can learn more by running the
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following from the command line:
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.. code-block:: bash
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catalyst ingest-exchange --help
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Running the algorithm
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~~~~~~~~~~~~~~~~~~~~~
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You can now test your algorithm using cryptoassets' historical pricing data,
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``catalyst`` provides three interfaces:
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- A command-line interface (CLI),
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- a :func:`~catalyst.run_algorithm()` that you can call from other
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Python scripts,
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- and the ``Jupyter Notebook`` magic.
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We'll start with the CLI, and introduce the ``run_algorithm()`` in the last
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example of this tutorial. Some of the :doc:`example algorithms <example-algos>`
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provide instructions on how to run them both from the CLI, and using the
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:func:`~catalyst.run_algorithm` function. For the third method, refer to the
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corresponding section on :doc:`Catalyst & Jupyter Notebook <jupyter>` after you
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have assimilated the contents of this tutorial.
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Command line interface
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^^^^^^^^^^^^^^^^^^^^^^
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After you installed Catalyst, you should be able to execute the following
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from your command line (e.g. ``cmd.exe`` or the ``Anaconda Prompt`` on Windows,
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or the Terminal application on MacOS).
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.. code-block:: bash
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$ catalyst --help
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This is the resulting output, simplified for eductional purposes:
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.. parsed-literal::
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Usage: catalyst [OPTIONS] COMMAND [ARGS]...
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Top level catalyst entry point.
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Options:
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--version Show the version and exit.
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--help Show this message and exit.
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Commands:
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ingest-exchange Ingest data for the given exchange.
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live Trade live with the given algorithm.
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run Run a backtest for the given algorithm.
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There are three main modes you can run on Catalyst. The first being
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``ingest-exchange`` for data ingestion, which we have covered in the previous
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section. The second is ``live`` to use your algorithm to trade live against a
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given exchange, and the third mode ``run`` is to backtest your algorithm before
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trading live with it.
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Let's start with backtesting, so run this other command to learn more about
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the available options:
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.. code-block:: bash
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$ catalyst run --help
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.. parsed-literal::
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Usage: catalyst run [OPTIONS]
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Run a backtest for the given algorithm.
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Options:
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-f, --algofile FILENAME The file that contains the algorithm to run.
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-t, --algotext TEXT The algorithm script to run.
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-D, --define TEXT Define a name to be bound in the namespace
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before executing the algotext. For example
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'-Dname=value'. The value may be any python
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expression. These are evaluated in order so
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they may refer to previously defined names.
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--data-frequency [daily|minute]
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The data frequency of the simulation.
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[default: daily]
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--capital-base FLOAT The starting capital for the simulation.
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[default: 10000000.0]
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-b, --bundle BUNDLE-NAME The data bundle to use for the simulation.
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[default: poloniex]
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--bundle-timestamp TIMESTAMP The date to lookup data on or before.
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[default: <current-time>]
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-s, --start DATE The start date of the simulation.
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-e, --end DATE The end date of the simulation.
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-o, --output FILENAME The location to write the perf data. If this
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is '-' the perf will be written to stdout.
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[default: -]
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--print-algo / --no-print-algo Print the algorithm to stdout.
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-x, --exchange-name [poloniex|bitfinex|bittrex]
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The name of the targeted exchange
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(supported: bitfinex, bittrex, poloniex).
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-n, --algo-namespace TEXT A label assigned to the algorithm for data
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storage purposes.
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-c, --base-currency TEXT The base currency used to calculate
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statistics (e.g. usd, btc, eth).
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--help Show this message and exit.
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As you can see there are a couple of flags that specify where to find your
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algorithm (``-f``) as well as a the ``-x`` flag to specify which exchange to
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use. There are also arguments for the date range to run the algorithm over
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(``--start`` and ``--end``). You also need to set the base currency for your
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algorithm through the ``-c`` flag, and the ``--capital_base``. All the
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aforementioned parameters are required. Optionally, you will want to save the
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performance metrics of your algorithm so that you can analyze how it performed.
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This is done via the ``--output`` flag and will cause it to write the
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performance ``DataFrame`` in the pickle Python file format. Note that you can
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also define a configuration file with these parameters that you can then
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conveniently pass to the ``-c`` option so that you don't have to supply the
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command line args all the time.
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Thus, to execute our algorithm from above and save the results to
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``buy_btc_simple_out.pickle`` we would call ``catalyst run`` as follows:
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.. code-block:: bash
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catalyst run -f buy_btc_simple.py -x bitfinex --start 2016-1-1 --end 2017-9-30 -c usd --capital-base 100000 -o buy_btc_simple_out.pickle
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.. parsed-literal::
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INFO: run_algo: running algo in backtest mode
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INFO: exchange_algorithm: initialized trading algorithm in backtest mode
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INFO: Performance: Simulated 639 trading days out of 639.
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INFO: Performance: first open: 2016-01-01 00:00:00+00:00
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INFO: Performance: last close: 2017-09-30 23:59:00+00:00
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``run`` first calls the ``initialize()`` function, and then
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streams the historical asset price day-by-day through ``handle_data()``.
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After each call to ``handle_data()`` we instruct ``catalyst`` to order 1
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bitcoin. After the call of the ``order()`` function, ``catalyst``
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enters the ordered stock and amount in the order book. After the
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``handle_data()`` function has finished, ``catalyst`` looks for any open
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orders and tries to fill them. If the trading volume is high enough for
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this asset, the order is executed after adding the commission and
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applying the slippage model which models the influence of your order on
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the stock price, so your algorithm will be charged more than just the
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asset price. (Note, that you can also change the commission and
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slippage model that ``catalyst`` uses).
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.. see the `Quantopian docs <https://www.quantopian.com/help#ide-slippage>`__
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.. for more information).
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Let's take a quick look at the performance ``DataFrame``. For this, we write
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different Python script--let's call it ``print_results.py``--and we make use of
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the fantastic ``pandas`` library to print the first ten rows. Note that
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``catalyst`` makes heavy usage of `pandas <http://pandas.pydata.org/>`_,
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especially for data analysis and outputting so it's worth spending some time to
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learn it.
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.. code-block:: python
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import pandas as pd
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perf = pd.read_pickle('buy_btc_simple_out.pickle') # read in perf DataFrame
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print(perf.head())
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Which we execute by running:
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.. code-block:: bash
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$ python print_results.py
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.. raw:: html
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<div style="max-height:1000px;max-width:1500px;overflow:auto;">
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<table border="1" class="dataframe">
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<thead>
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<tr style="text-align: right;">
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<th></th>
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<th>algo_volatility</th>
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<th>algorithm_period_return</th>
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<th>alpha</th>
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<th>benchmark_period_return</th>
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<th>benchmark_volatility</th>
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<th>beta</th>
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<th>btc</th>
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<th>capital_used</th>
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<th>ending_cash</th>
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<th>ending_exposure</th>
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<th>...</th>
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<th>short_exposure</th>
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<th>short_value</th>
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<th>shorts_count</th>
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<th>sortino</th>
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<th>starting_cash</th>
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<th>starting_exposure</th>
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<th>starting_value</th>
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<th>trading_days</th>
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<th>transactions</th>
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<th>treasury_period_return</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<th>2016-01-01 23:59:00+00:00</th>
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<td>NaN</td>
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<td>0.000000e+00</td>
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<td>NaN</td>
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<td>-0.010937</td>
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<td>NaN</td>
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<td>NaN</td>
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<td>433.979999</td>
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<td>0.000000</td>
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<td>1.000000e+07</td>
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<td>0.00</td>
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<td>...</td>
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<td>0</td>
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<td>0</td>
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<td>0</td>
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<td>NaN</td>
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<td>1.000000e+07</td>
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<td>0.00</td>
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<td>0.00</td>
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<td>1</td>
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<td>[]</td>
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<td>0.0227</td>
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</tr>
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<tr>
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<th>2016-01-02 23:59:00+00:00</th>
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<td>0.000011</td>
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<td>-9.536708e-07</td>
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<td>-0.000170</td>
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||
<td>-0.006480</td>
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<td>0.173338</td>
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<td>-0.000062</td>
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<td>432.700000</td>
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<td>-442.236708</td>
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<td>9.999558e+06</td>
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<td>432.70</td>
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<td>...</td>
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||
<td>0</td>
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||
<td>0</td>
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||
<td>0</td>
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||
<td>-11.224972</td>
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||
<td>1.000000e+07</td>
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<td>0.00</td>
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||
<td>0.00</td>
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||
<td>2</td>
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<td>[{u'order_id': u'7869f7828fa140328eb40477bb7de...</td>
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<td>0.0227</td>
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</tr>
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<tr>
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<th>2016-01-03 23:59:00+00:00</th>
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<td>0.000011</td>
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||
<td>-2.328842e-06</td>
|
||
<td>-0.000176</td>
|
||
<td>-0.026512</td>
|
||
<td>0.197857</td>
|
||
<td>0.000009</td>
|
||
<td>428.390000</td>
|
||
<td>-437.831716</td>
|
||
<td>9.999120e+06</td>
|
||
<td>856.78</td>
|
||
<td>...</td>
|
||
<td>0</td>
|
||
<td>0</td>
|
||
<td>0</td>
|
||
<td>-12.754262</td>
|
||
<td>9.999558e+06</td>
|
||
<td>432.70</td>
|
||
<td>432.70</td>
|
||
<td>3</td>
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||
<td>[{u'order_id': u'be62ff77760c4599abaac43be9cc9...</td>
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||
<td>0.0227</td>
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||
</tr>
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||
<tr>
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||
<th>2016-01-04 23:59:00+00:00</th>
|
||
<td>0.000011</td>
|
||
<td>-2.380954e-06</td>
|
||
<td>-0.000139</td>
|
||
<td>-0.008640</td>
|
||
<td>0.269790</td>
|
||
<td>0.000020</td>
|
||
<td>432.900000</td>
|
||
<td>-442.441116</td>
|
||
<td>9.998677e+06</td>
|
||
<td>1298.70</td>
|
||
<td>...</td>
|
||
<td>0</td>
|
||
<td>0</td>
|
||
<td>0</td>
|
||
<td>-11.287205</td>
|
||
<td>9.999120e+06</td>
|
||
<td>856.78</td>
|
||
<td>856.78</td>
|
||
<td>4</td>
|
||
<td>[{u'order_id': u'd6dca79513214346a646079213526...</td>
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||
<td>0.0224</td>
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||
</tr>
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||
<tr>
|
||
<th>2016-01-05 23:59:00+00:00</th>
|
||
<td>0.000011</td>
|
||
<td>-3.650729e-06</td>
|
||
<td>-0.000158</td>
|
||
<td>-0.021426</td>
|
||
<td>0.245989</td>
|
||
<td>0.000024</td>
|
||
<td>431.840000</td>
|
||
<td>-441.357754</td>
|
||
<td>9.998236e+06</td>
|
||
<td>1727.36</td>
|
||
<td>...</td>
|
||
<td>0</td>
|
||
<td>0</td>
|
||
<td>0</td>
|
||
<td>-12.333847</td>
|
||
<td>9.998677e+06</td>
|
||
<td>1298.70</td>
|
||
<td>1298.70</td>
|
||
<td>5</td>
|
||
<td>[{u'order_id': u'505275d6646a41f3856b22b16678d...</td>
|
||
<td>0.0225</td>
|
||
</tr>
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||
</tbody>
|
||
</table>
|
||
</div>
|
||
|
||
|
|
||
There is a row for each trading day, starting on the first day of our
|
||
simulation Jan 1st, 2016. In the columns you can find various
|
||
information about the state of your algorithm. The column
|
||
``btc`` was placed there by the ``record()`` function mentioned earlier
|
||
and allows us to plot the price of bitcoin. For example, we could easily
|
||
examine now how our portfolio value changed over time compared to the
|
||
bitcoin price.
|
||
|
||
Now we will run the simulation again, but this time we extend our original
|
||
algorithm with the addition of the ``analyze()`` function. Somewhat analogously
|
||
as how ``initialize()`` gets called once before the start of the algorith,
|
||
``analyze()`` gets called once at the end of the algorithm, and receives two
|
||
variables: ``context``, which we discussed at the very beginning, and ``perf``,
|
||
which is the pandas dataframe containing the performance data for our algorithm
|
||
that we reviewed above. Inside the ``analyze()`` function is where we can
|
||
analyze and visualize the results of our strategy. Here's the revised simple
|
||
algorithm (note the addition of Line 1, and Lines 11-18)
|
||
|
||
.. code-block:: python
|
||
|
||
import matplotlib.pyplot as plt
|
||
from catalyst.api import order, record, symbol
|
||
|
||
def initialize(context):
|
||
context.asset = symbol('btc_usd')
|
||
|
||
def handle_data(context, data):
|
||
order(context.asset, 1)
|
||
record(btc = data.current(context.asset, 'price'))
|
||
|
||
def analyze(context, perf):
|
||
ax1 = plt.subplot(211)
|
||
perf.portfolio_value.plot(ax=ax1)
|
||
ax1.set_ylabel('portfolio value')
|
||
ax2 = plt.subplot(212, sharex=ax1)
|
||
perf.btc.plot(ax=ax2)
|
||
ax2.set_ylabel('bitcoin price')
|
||
plt.show()
|
||
|
||
Here we make use of the external visualization library called
|
||
`matplotlib <https://matplotlib.org/>`_, which you might recall we installed
|
||
alongside enigma-catalyst (with the exception of the ``Conda`` install, where it
|
||
was included by default inside the conda environment we created). If for any
|
||
reason you don't have it installed, you can add it by running:
|
||
|
||
.. code-block:: python
|
||
|
||
(catalyst)$ pip install matplotlib
|
||
|
||
If everything works well, you'll see the following chart:
|
||
|
||
.. image:: https://s3.amazonaws.com/enigmaco-docs/github.io/buy_btc_simple_graph.png
|
||
|
||
Our algorithm performance as assessed by the ``portfolio_value`` closely
|
||
matches that of the bitcoin price. This is not surprising as our algorithm
|
||
only bought bitcoin every chance it got.
|
||
|
||
If you get an error when invoking matplotlib to visualize the performance
|
||
results refer to `MacOS + Matplotlib <install.html#macos-virtualenv-matplotlib>`_.
|
||
Alternatively, some users have reported the following error when running an algo
|
||
in a Linux environment:
|
||
|
||
.. parsed-literal::
|
||
|
||
ImportError: No module named _tkinter, please install the python-tk package
|
||
|
||
Which can easily solved by running (in Ubuntu/Debian-based systems):
|
||
|
||
.. code-block:: python
|
||
|
||
sudo apt install python-tk
|
||
|
||
|
||
.. _history:
|
||
|
||
Access to previous prices using ``history``
|
||
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
||
|
||
Working example: Dual Moving Average Cross-Over
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
The Dual Moving Average (DMA) is a classic momentum strategy. It's
|
||
probably not used by any serious trader anymore but is still very
|
||
instructive. The basic idea is that we compute two rolling or moving
|
||
averages (mavg) -- one with a longer window that is supposed to capture
|
||
long-term trends and one shorter window that is supposed to capture
|
||
short-term trends. Once the short-mavg crosses the long-mavg from below
|
||
we assume that the stock price has upwards momentum and long the stock.
|
||
If the short-mavg crosses from above we exit the positions as we assume
|
||
the stock to go down further.
|
||
|
||
As we need to have access to previous prices to implement this strategy
|
||
we need a new concept: History. ``data.history()`` is a convenience function
|
||
that keeps a rolling window of data for you. The first argument is the number
|
||
of bars you want to collect, the second argument is the unit (either ``'1d'``
|
||
for daily or ``'1m'`` for minute frequency, but note that you need to have
|
||
minute-level data when using ``1m``). This is a function we use in the
|
||
``handle_data()`` section.
|
||
|
||
You will note that the code below is substantially longer than the previous
|
||
examples. Don't get overwhelmed by it as the logic is fairly simple and easy to
|
||
follow. Most of the added some complexity has been added to beautify the output,
|
||
which you can skim through for now. A copy of this algorithm is available in
|
||
the ``examples`` directory:
|
||
`dual_moving_average.py <https://github.com/enigmampc/catalyst/blob/master/catalyst/examples/dual_moving_average.py>`_.
|
||
|
||
.. code-block:: python
|
||
|
||
import numpy as np
|
||
import pandas as pd
|
||
from logbook import Logger
|
||
import matplotlib.pyplot as plt
|
||
|
||
from catalyst import run_algorithm
|
||
from catalyst.api import (order, record, symbol, order_target_percent,
|
||
get_open_orders)
|
||
from catalyst.exchange.stats_utils import extract_transactions
|
||
|
||
NAMESPACE = 'dual_moving_average'
|
||
log = Logger(NAMESPACE)
|
||
|
||
def initialize(context):
|
||
context.i = 0
|
||
context.asset = symbol('ltc_usd')
|
||
context.base_price = None
|
||
|
||
|
||
def handle_data(context, data):
|
||
# define the windows for the moving averages
|
||
short_window = 50
|
||
long_window = 200
|
||
|
||
# Skip as many bars as long_window to properly compute the average
|
||
context.i += 1
|
||
if context.i < long_window:
|
||
return
|
||
|
||
# Compute moving averages calling data.history() for each
|
||
# moving average with the appropriate parameters. We choose to use
|
||
# minute bars for this simulation -> freq="1m"
|
||
# Returns a pandas dataframe.
|
||
short_mavg = data.history(context.asset, 'price',
|
||
bar_count=short_window, frequency="1m").mean()
|
||
long_mavg = data.history(context.asset, 'price',
|
||
bar_count=long_window, frequency="1m").mean()
|
||
|
||
# Let's keep the price of our asset in a more handy variable
|
||
price = data.current(context.asset, 'price')
|
||
|
||
# If base_price is not set, we use the current value. This is the
|
||
# price at the first bar which we reference to calculate price_change.
|
||
if context.base_price is None:
|
||
context.base_price = price
|
||
price_change = (price - context.base_price) / context.base_price
|
||
|
||
# Save values for later inspection
|
||
record(price=price,
|
||
cash=context.portfolio.cash,
|
||
price_change=price_change,
|
||
short_mavg=short_mavg,
|
||
long_mavg=long_mavg)
|
||
|
||
# Since we are using limit orders, some orders may not execute immediately
|
||
# we wait until all orders are executed before considering more trades.
|
||
orders = get_open_orders(context.asset)
|
||
if len(orders) > 0:
|
||
return
|
||
|
||
# Exit if we cannot trade
|
||
if not data.can_trade(context.asset):
|
||
return
|
||
|
||
# We check what's our position on our portfolio and trade accordingly
|
||
pos_amount = context.portfolio.positions[context.asset].amount
|
||
|
||
# Trading logic
|
||
if short_mavg > long_mavg and pos_amount == 0:
|
||
# we buy 100% of our portfolio for this asset
|
||
order_target_percent(context.asset, 1)
|
||
elif short_mavg < long_mavg and pos_amount > 0:
|
||
# we sell all our positions for this asset
|
||
order_target_percent(context.asset, 0)
|
||
|
||
|
||
def analyze(context, perf):
|
||
|
||
# Get the base_currency that was passed as a parameter to the simulation
|
||
base_currency = context.exchanges.values()[0].base_currency.upper()
|
||
|
||
# First chart: Plot portfolio value using base_currency
|
||
ax1 = plt.subplot(411)
|
||
perf.loc[:, ['portfolio_value']].plot(ax=ax1)
|
||
ax1.legend_.remove()
|
||
ax1.set_ylabel('Portfolio Value\n({})'.format(base_currency))
|
||
start, end = ax1.get_ylim()
|
||
ax1.yaxis.set_ticks(np.arange(start, end, (end-start)/5))
|
||
|
||
# Second chart: Plot asset price, moving averages and buys/sells
|
||
ax2 = plt.subplot(412, sharex=ax1)
|
||
perf.loc[:, ['price','short_mavg','long_mavg']].plot(ax=ax2, label='Price')
|
||
ax2.legend_.remove()
|
||
ax2.set_ylabel('{asset}\n({base})'.format(
|
||
asset = context.asset.symbol,
|
||
base = base_currency
|
||
))
|
||
start, end = ax2.get_ylim()
|
||
ax2.yaxis.set_ticks(np.arange(start, end, (end-start)/5))
|
||
|
||
transaction_df = extract_transactions(perf)
|
||
if not transaction_df.empty:
|
||
buy_df = transaction_df[transaction_df['amount'] > 0]
|
||
sell_df = transaction_df[transaction_df['amount'] < 0]
|
||
ax2.scatter(
|
||
buy_df.index.to_pydatetime(),
|
||
perf.loc[buy_df.index, 'price'],
|
||
marker='^',
|
||
s=100,
|
||
c='green',
|
||
label=''
|
||
)
|
||
ax2.scatter(
|
||
sell_df.index.to_pydatetime(),
|
||
perf.loc[sell_df.index, 'price'],
|
||
marker='v',
|
||
s=100,
|
||
c='red',
|
||
label=''
|
||
)
|
||
|
||
# Third chart: Compare percentage change between our portfolio
|
||
# and the price of the asset
|
||
ax3 = plt.subplot(413, sharex=ax1)
|
||
perf.loc[:, ['algorithm_period_return', 'price_change']].plot(ax=ax3)
|
||
ax3.legend_.remove()
|
||
ax3.set_ylabel('Percent Change')
|
||
start, end = ax3.get_ylim()
|
||
ax3.yaxis.set_ticks(np.arange(start, end, (end-start)/5))
|
||
|
||
# Fourth chart: Plot our cash
|
||
ax4 = plt.subplot(414, sharex=ax1)
|
||
perf.cash.plot(ax=ax4)
|
||
ax4.set_ylabel('Cash\n({})'.format(base_currency))
|
||
start, end = ax4.get_ylim()
|
||
ax4.yaxis.set_ticks(np.arange(0, end, end/5))
|
||
|
||
plt.show()
|
||
|
||
|
||
if __name__ == '__main__':
|
||
run_algorithm(
|
||
capital_base=1000,
|
||
data_frequency='minute',
|
||
initialize=initialize,
|
||
handle_data=handle_data,
|
||
analyze=analyze,
|
||
exchange_name='bitfinex',
|
||
algo_namespace=NAMESPACE,
|
||
base_currency='usd',
|
||
start=pd.to_datetime('2017-9-22', utc=True),
|
||
end=pd.to_datetime('2017-9-23', utc=True),
|
||
)
|
||
|
||
In order to run the code above, you have to ingest the needed data first:
|
||
|
||
.. code-block:: bash
|
||
|
||
catalyst ingest-exchange -x bitfinex -f minute -i ltc_usd
|
||
|
||
And then run the code above with the following command:
|
||
|
||
.. code-block:: bash
|
||
|
||
catalyst run -f dual_moving_average.py -x bitfinex -s 2017-9-22 -e 2017-9-23 --capital-base 1000 --base-currency usd --data-frequency minute -o out.pickle
|
||
|
||
Alternatively, we can make use of the ``run_algorithm()`` function included at
|
||
the end of the file, where we can specify all the simulation parameters, and
|
||
execute this file as a Python script:
|
||
|
||
.. code-block:: bash
|
||
|
||
python dual_moving_average.py
|
||
|
||
Either way, we obtain the following charts:
|
||
|
||
.. image:: https://s3.amazonaws.com/enigmaco-docs/github.io/tutorial_dual_moving_average.png
|
||
|
||
|
||
A few comments on the code above:
|
||
|
||
At the beginning of our code, we import a number of Python libraries that we
|
||
will be using in different parts of our script. It's good practice to keep all
|
||
imports at the beginning of the file, as they are available globally
|
||
throughout our script. All the libraries imported in this example are already
|
||
present in your environment since they are prerequisites for the Catalyst
|
||
installation.
|
||
|
||
Focus on the code that is inside ``handle_data()`` that is where all the
|
||
trading logic occurs. You can safely dismiss most of the code in the
|
||
``analyze()`` section, which is mostly to customize the visualization of the
|
||
performance of our algorithm using the matplotlib library. You can copy and
|
||
paste this whole section into other algorithms to obtain a similar display.
|
||
|
||
Inside the ``handle_data()``, we also used the ``order_target_percent()``
|
||
function above. This and other functions like it can make order management
|
||
and portfolio rebalancing much easier.
|
||
|
||
The ``ltc_usd`` asset was arbitrarily chosen. The values of 50 and 200 for the
|
||
``short_window`` and ``long_window`` parameters are fairly common for a dual
|
||
moving average crossover strategy from the world of traditional stocks (but
|
||
bear in mind that they are usually used with daily bars instead of minute
|
||
bars). The ``start`` and ``end`` dates have been chosen so as to demonstrate
|
||
how our strategy can both perform better (blue line above green line on the
|
||
``Percent Change`` chart) and worse (green line above blue line towards the end) than the
|
||
price of the asset we are trading.
|
||
|
||
You can change any of these parameters: ``asset``, ``short_window``,
|
||
``long_window``, ``start_date`` and ``end_date`` and compare the results, and
|
||
you will see that in most cases, the performance is either worse than the
|
||
price of the asset, or you are overfitting to one specific case. As we said
|
||
at the beginning of this section, this strategy is probably not used by any
|
||
serious trader anymore, but its educational purpose.
|
||
|
||
Although it might not be directly apparent, the power of ``history()``
|
||
(pun intended) can not be under-estimated as most algorithms make use of
|
||
prior market developments in one form or another. You could easily
|
||
devise a strategy that trains a classifier with
|
||
`scikit-learn <http://scikit-learn.org/stable/>`__ which tries to
|
||
predict future market movements based on past prices (note, that most of
|
||
the ``scikit-learn`` functions require ``numpy.ndarray``\ s rather than
|
||
``pandas.DataFrame``\ s, so you can simply pass the underlying
|
||
``ndarray`` of a ``DataFrame`` via ``.values``).
|
||
|
||
|
||
Jupyter Notebook
|
||
~~~~~~~~~~~~~~~~
|
||
|
||
(`This is actual Notebook <https://github.com/enigmampc/catalyst/blob/master/catalyst/examples/running_catalyst_in_jupyter_notebook.ipynb>`_ referenced in the text below)
|
||
|
||
The `Jupyter Notebook <https://jupyter.org/>`__ is a very powerful
|
||
browser-based interface to a Python interpreter. As it is already the
|
||
de-facto interface for most quantitative researchers, ``catalyst``
|
||
provides an easy way to run your algorithm inside the Notebook without
|
||
requiring you to use the CLI. We include this section here as an alternative to
|
||
running algorithms through the command line.
|
||
|
||
Install
|
||
^^^^^^^
|
||
|
||
In order to use Jupyter Notebook, you first have to install it inside your
|
||
environment. It's available as ``pip`` package, so regardless of how you
|
||
installed Catalyst, go inside your catalyst environemnt and run:
|
||
|
||
.. code:: bash
|
||
|
||
(catalyst)$ pip install jupyter
|
||
|
||
Once you have Jupyter Notebook installed, every time you want to use it run:
|
||
|
||
.. code:: bash
|
||
|
||
(catalyst)$ jupyter notebook
|
||
|
||
A local server will launch, and will open a new window on your browser. That's
|
||
the interface through which you will interact with Jupyter Notebook.
|
||
|
||
Running Algorithms
|
||
^^^^^^^^^^^^^^^^^^
|
||
|
||
Before running your algorithms inside the Jupyter Notebook, remember to ingest
|
||
the data from the command line interface (CLI). In the example below, you would
|
||
need to run first:
|
||
|
||
.. code:: bash
|
||
|
||
catalyst ingest-exchange -x bitfinex -i btc_usd
|
||
|
||
To use Catalyst inside a Jupyter Noebook, you have to write your algorithm in a
|
||
cell and let the Jupyter know that it is supposed to execute this algorithm with
|
||
Catalyst. This is done via the ``%%catalyst`` IPython magic command that is
|
||
available after you import ``catalyst`` from within the Notebook. This magic
|
||
takes the same arguments as the command line interface. Thus to run the
|
||
algorithm just supply the same parameters as the CLI but without the -f
|
||
and -o arguments. We just have to execute the following cell after
|
||
importing ``catalyst`` to register the magic.
|
||
|
||
.. code:: python
|
||
|
||
# Register the catalyst magic
|
||
%load_ext catalyst
|
||
|
||
.. code:: python
|
||
|
||
# Setup matplotlib to display graphs inline in this Notebook
|
||
%matplotlib inline
|
||
|
||
Note below that we do not have to specify an input file (-f) since the
|
||
magic will use the contents of the cell and look for your algorithm
|
||
functions.
|
||
|
||
.. code:: python
|
||
|
||
%%catalyst --start 2015-3-2 --end 2017-6-28 --capital-base 100000 -x bitfinex -c usd
|
||
|
||
from catalyst.finance.slippage import VolumeShareSlippage
|
||
|
||
from catalyst.api import (
|
||
order_target_value,
|
||
symbol,
|
||
record,
|
||
cancel_order,
|
||
get_open_orders,
|
||
)
|
||
|
||
def initialize(context):
|
||
context.ASSET_NAME = 'btc_usd'
|
||
context.TARGET_HODL_RATIO = 0.8
|
||
context.RESERVE_RATIO = 1.0 - context.TARGET_HODL_RATIO
|
||
|
||
# For all trading pairs in the poloniex bundle, the default denomination
|
||
# currently supported by Catalyst is 1/1000th of a full coin. Use this
|
||
# constant to scale the price of up to that of a full coin if desired.
|
||
context.TICK_SIZE = 1000.0
|
||
|
||
context.is_buying = True
|
||
context.asset = symbol(context.ASSET_NAME)
|
||
|
||
context.i = 0
|
||
|
||
def handle_data(context, data):
|
||
context.i += 1
|
||
|
||
starting_cash = context.portfolio.starting_cash
|
||
target_hodl_value = context.TARGET_HODL_RATIO * starting_cash
|
||
reserve_value = context.RESERVE_RATIO * starting_cash
|
||
|
||
# Cancel any outstanding orders
|
||
orders = get_open_orders(context.asset) or []
|
||
for order in orders:
|
||
cancel_order(order)
|
||
|
||
# Stop buying after passing the reserve threshold
|
||
cash = context.portfolio.cash
|
||
if cash <= reserve_value:
|
||
context.is_buying = False
|
||
|
||
# Retrieve current asset price from pricing data
|
||
price = data.current(context.asset, 'price')
|
||
|
||
# Check if still buying and could (approximately) afford another purchase
|
||
if context.is_buying and cash > price:
|
||
# Place order to make position in asset equal to target_hodl_value
|
||
order_target_value(
|
||
context.asset,
|
||
target_hodl_value,
|
||
limit_price=price*1.1,
|
||
stop_price=price*0.9,
|
||
)
|
||
|
||
record(
|
||
price=price,
|
||
volume=data.current(context.asset, 'volume'),
|
||
cash=cash,
|
||
starting_cash=context.portfolio.starting_cash,
|
||
leverage=context.account.leverage,
|
||
)
|
||
|
||
def analyze(context=None, results=None):
|
||
import matplotlib.pyplot as plt
|
||
|
||
# Plot the portfolio and asset data.
|
||
ax1 = plt.subplot(611)
|
||
results[['portfolio_value']].plot(ax=ax1)
|
||
ax1.set_ylabel('Portfolio Value (USD)')
|
||
|
||
ax2 = plt.subplot(612, sharex=ax1)
|
||
ax2.set_ylabel('{asset} (USD)'.format(asset=context.ASSET_NAME))
|
||
(context.TICK_SIZE * results[['price']]).plot(ax=ax2)
|
||
|
||
trans = results.ix[[t != [] for t in results.transactions]]
|
||
buys = trans.ix[
|
||
[t[0]['amount'] > 0 for t in trans.transactions]
|
||
]
|
||
ax2.plot(
|
||
buys.index,
|
||
context.TICK_SIZE * results.price[buys.index],
|
||
'^',
|
||
markersize=10,
|
||
color='g',
|
||
)
|
||
|
||
ax3 = plt.subplot(613, sharex=ax1)
|
||
results[['leverage', 'alpha', 'beta']].plot(ax=ax3)
|
||
ax3.set_ylabel('Leverage ')
|
||
|
||
ax4 = plt.subplot(614, sharex=ax1)
|
||
results[['starting_cash', 'cash']].plot(ax=ax4)
|
||
ax4.set_ylabel('Cash (USD)')
|
||
|
||
results[[
|
||
'treasury',
|
||
'algorithm',
|
||
'benchmark',
|
||
]] = results[[
|
||
'treasury_period_return',
|
||
'algorithm_period_return',
|
||
'benchmark_period_return',
|
||
]]
|
||
|
||
ax5 = plt.subplot(615, sharex=ax1)
|
||
results[[
|
||
'treasury',
|
||
'algorithm',
|
||
'benchmark',
|
||
]].plot(ax=ax5)
|
||
ax5.set_ylabel('Percent Change')
|
||
|
||
ax6 = plt.subplot(616, sharex=ax1)
|
||
results[['volume']].plot(ax=ax6)
|
||
ax6.set_ylabel('Volume (mCoins/5min)')
|
||
|
||
plt.legend(loc=3)
|
||
|
||
# Show the plot.
|
||
plt.gcf().set_size_inches(18, 8)
|
||
plt.show()
|
||
|
||
::
|
||
|
||
[2017-08-11 07:19:46.411748] INFO: Loader: Loading benchmark data for 'USDT_BTC' from 1989-12-31 00:00:00+00:00 to 2017-08-09 00:00:00+00:00
|
||
[2017-08-11 07:19:46.418983] INFO: Loader: Loading data for /Users/<snipped>/.catalyst/data/USDT_BTC_benchmark.csv failed with error [Unknown string format].
|
||
[2017-08-11 07:19:46.419740] INFO: Loader: Cache at /Users/<snipped>/.catalyst/data/USDT_BTC_benchmark.csv does not have data from 1990-01-01 00:00:00+00:00 to 2017-08-09 00:00:00+00:00.
|
||
|
||
[2017-08-11 07:19:46.420770] INFO: Loader: Downloading benchmark data for 'USDT_BTC' from 1989-12-31 00:00:00+00:00 to 2017-08-09 00:00:00+00:00
|
||
[2017-08-11 07:19:50.060244] WARNING: Loader: Still don't have expected data after redownload!
|
||
[2017-08-11 07:19:50.097334] WARNING: Loader: Refusing to download new treasury data because a download succeeded at 2017-08-11 06:56:49+00:00.
|
||
[2017-08-11 07:19:54.618399] INFO: Performance: Simulated 851 trading days out of 851.
|
||
[2017-08-11 07:19:54.619301] INFO: Performance: first open: 2015-03-01 00:00:00+00:00
|
||
[2017-08-11 07:19:54.620430] INFO: Performance: last close: 2017-06-28 23:59:00+00:00
|
||
|
||
.. figure:: https://i.imgur.com/DS5w47q.png
|
||
:alt: png
|
||
|
||
.. raw:: html
|
||
|
||
<div>
|
||
|
||
.. raw:: html
|
||
|
||
<table border="1" class="dataframe">
|
||
|
||
.. raw:: html
|
||
|
||
<thead>
|
||
|
||
.. raw:: html
|
||
|
||
<tr style="text-align: right;">
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
algo_volatility
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
algorithm_period_return
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
alpha
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
benchmark_period_return
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
benchmark_volatility
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
beta
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
capital_used
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
cash
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
ending_cash
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
ending_exposure
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
starting_cash
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
starting_exposure
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
starting_value
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
trading_days
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
transactions
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
treasury_period_return
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
volume
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
treasury
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
algorithm
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
benchmark
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
</thead>
|
||
|
||
.. raw:: html
|
||
|
||
<tbody>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-01 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
NaN
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
NaN
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.045833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
NaN
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
NaN
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
1
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0200
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
317
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0200
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.045833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-02 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000278
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.000025
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.011045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.120833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.290503
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.000956
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-85544.474955
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85542.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
2
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[{u’commission’: None, u’amount’: 318, u’sid’:…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0208
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
98063
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0208
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.000025
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.120833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-03 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.051796
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.005688
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.197544
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.113416
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.633538
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.077239
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84975.642
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85542.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85542.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
3
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
442983
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.005688
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.113416
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-04 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.342118
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.034955
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.401861
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.166666
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.524400
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.181468
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
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.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89040.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84975.642
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84975.642
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
4
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
245889
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.034955
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.166666
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-05 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.637226
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.038185
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-3.914003
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.070834
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.976896
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.550520
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
81726.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89040.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89040.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
5
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0211
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
117440
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0211
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.038185
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.070834
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-06 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.580521
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.028645
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-3.100822
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.083333
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.874082
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.546703
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
81726.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
81726.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0224
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84197
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0224
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.028645
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.083333
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-07 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.530557
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.028645
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-2.625704
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.083333
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.802793
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.536589
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0224
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
181
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0224
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.028645
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.083333
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-08 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.491628
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.028645
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-2.276841
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.083333
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.746605
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.529163
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0224
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
30900
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0224
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.028645
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.083333
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-09 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.467885
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.015925
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.895269
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.100000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.698764
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.532652
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83952.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82680.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0220
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
128367
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0220
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.015925
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.100000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-10 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.626552
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.069935
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.625285
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.212500
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.800983
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.676289
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
92538.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83952.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83952.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0214
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
54961
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0214
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.069935
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.212500
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-11 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.644515
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.022235
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.727710
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.150000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.834650
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.684052
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87768.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
92538.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
92538.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
11
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0211
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
42511
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0211
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.022235
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.150000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-12 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.614650
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.022235
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.573455
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.150000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.798403
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.680882
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87768.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87768.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87768.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
12
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0210
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
2909
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0210
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.022235
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.150000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-13 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.588942
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.019405
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.454733
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.146291
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.767688
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.677881
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87484.980
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87768.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87768.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
13
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0213
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
57613
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0213
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.019405
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.146291
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-14 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.565911
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.019373
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.344915
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.146250
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.739230
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.675665
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87481.800
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87484.980
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87484.980
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0213
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
48310
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0213
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.019373
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.146250
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-15 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.551394
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.041659
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.191436
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.175450
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.714876
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.680484
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89710.344
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87481.800
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87481.800
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
15
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0213
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
29454
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0213
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.041659
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.175450
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-16 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.541846
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.019055
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.188212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.145833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.706049
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.680281
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87450.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89710.344
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89710.344
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
16
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0210
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
25564
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0210
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.019055
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.145833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-17 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.524682
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.019055
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.115149
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.145833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.684599
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.678870
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87450.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87450.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87450.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
17
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0206
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0206
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.019055
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.145833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-18 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.532621
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.021999
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.180440
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.092041
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.696261
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.685307
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83344.620
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87450.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
87450.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
18
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
164911
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.021999
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.092041
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-19 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.518811
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.013234
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.096387
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.103526
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.676861
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.686186
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84221.028
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83344.620
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83344.620
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
19
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0198
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
713904
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0198
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.013234
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.103526
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-20 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.505168
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.017324
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.050273
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.098170
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.659945
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.685070
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83812.080
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84221.028
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84221.028
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
20
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
132725
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.017324
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.098170
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-21 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.492384
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.018494
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.002051
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.096637
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.643679
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.684283
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83695.056
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83812.080
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83812.080
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
21
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
201155
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.018494
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.096637
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-22 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.482998
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.004744
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.927947
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.114653
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.629319
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.686478
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85070.088
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83695.056
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
83695.056
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
22
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
64378
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.004744
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.114653
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-23 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.477523
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.026505
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.935352
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.086139
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.623502
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.687025
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82894.014
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85070.088
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85070.088
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
23
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0192
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
61850
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0192
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.026505
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.086139
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-24 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.504086
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.084215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.021023
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.010523
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.655188
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.701025
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
77122.950
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82894.014
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
82894.014
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
24
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0188
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
490180
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0188
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.084215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.010523
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-25 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.497690
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.068474
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.952786
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.031148
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.644272
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.704251
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
78697.050
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
77122.950
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
77122.950
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
25
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
90862
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0193
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.068474
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.031148
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-26 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.489730
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.084215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.943240
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.010523
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.634965
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.703738
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
77122.950
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
78697.050
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
78697.050
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
26
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0201
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
2299
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0201
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.084215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.010523
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-27 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.495916
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.049785
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.857592
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.055636
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.636644
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.713671
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
80565.936
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
77122.950
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
77122.950
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
27
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0195
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
663
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0195
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.049785
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.055636
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-28 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.488469
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.064490
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.848769
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.036368
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.627920
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.713212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
79095.504
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
80565.936
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
80565.936
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
28
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0195
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7061
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0195
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.064490
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.036368
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-29 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.479671
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.066903
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.822844
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.033205
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.616787
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.712868
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
78854.142
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
79095.504
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
79095.504
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
29
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0195
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8526
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0195
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.066903
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.033205
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-30 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.476306
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.046605
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.769239
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.059803
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.610002
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.716464
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
80883.936
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
78854.142
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
78854.142
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
30
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0196
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
29654
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0196
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.046605
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.059803
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
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.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
…
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|
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.. raw:: html
|
||
|
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</th>
|
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|
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.. raw:: html
|
||
|
||
<td>
|
||
|
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…
|
||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
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…
|
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|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
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…
|
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|
||
.. raw:: html
|
||
|
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</td>
|
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|
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.. raw:: html
|
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|
||
<td>
|
||
|
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…
|
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|
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.. raw:: html
|
||
|
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</td>
|
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|
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.. raw:: html
|
||
|
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<td>
|
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|
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…
|
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|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
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<td>
|
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|
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…
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|
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.. raw:: html
|
||
|
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</td>
|
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|
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.. raw:: html
|
||
|
||
<td>
|
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|
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…
|
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|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
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<td>
|
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|
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…
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|
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.. raw:: html
|
||
|
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</td>
|
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|
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.. raw:: html
|
||
|
||
<td>
|
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|
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…
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||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
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…
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||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
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…
|
||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
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|
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…
|
||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
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<td>
|
||
|
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…
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||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
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…
|
||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
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…
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||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
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…
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||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
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…
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||
|
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.. raw:: html
|
||
|
||
</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-05-30 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.495432
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
5.949752
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016611
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.916664
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.554369
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.888883
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
680519.682
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
701826.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
701826.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
822
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
40157964723
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
5.949752
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.916664
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-05-31 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.495243
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.102328
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.017086
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.154164
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.554182
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.888844
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
695777.322
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
680519.682
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
680519.682
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
823
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
31098652109
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.102328
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.154164
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-01 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.495836
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.504967
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.014668
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.644144
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.554541
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.889303
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
736041.210
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
695777.322
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
695777.322
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
824
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
40944880757
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.504967
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.644144
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-02 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.495948
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.801995
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.013641
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.033331
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.554581
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.889440
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
765744.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
736041.210
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
736041.210
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
825
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
22364557424
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.801995
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.033331
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-03 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.495729
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.952409
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.013100
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.230418
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.554317
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.889470
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
780785.400
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
765744.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
765744.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
826
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
23687278961
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.952409
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.230418
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-04 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.495450
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.042244
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.012768
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.348122
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.553999
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.889479
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
789768.900
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
780785.400
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
780785.400
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
827
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
21332021248
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.042244
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.348122
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-05 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.496148
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.524987
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.011320
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.980649
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.554578
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.889805
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
838043.208
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
789768.900
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
789768.900
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
828
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0218
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
22372229837
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0218
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.524987
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.980649
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-06 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.497592
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.194835
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.009554
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.858330
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.555841
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.890368
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
905028.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
838043.208
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
838043.208
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
829
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0214
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
81923184446
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0214
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.194835
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.858330
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-07 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.498895
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.557258
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.011975
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.022932
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.557003
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.890845
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
841270.272
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
905028.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
905028.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
830
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0218
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
49070430356
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0218
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.557258
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.022932
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-08 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.499349
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.010395
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.010676
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.616664
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.557357
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.891092
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
886584.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
841270.272
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
841270.272
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
831
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0219
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
34013412940
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0219
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.010395
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.616664
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-09 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.499063
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.099750
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.010386
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.733746
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.557033
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.891098
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
895519.482
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
886584.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
886584.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
832
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
25275425996
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.099750
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.733746
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-10 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.498769
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.086143
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.010416
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.715915
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.556705
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.891098
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
894158.760
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
895519.482
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
895519.482
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
30620792046
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.086143
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.715915
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-11 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.498971
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.484533
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.009305
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
11.237914
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.556827
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.891266
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
933997.800
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
894158.760
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
894158.760
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
834
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
30830678595
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.484533
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
11.237914
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-12 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.503448
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.320494
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.014065
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.712706
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.560936
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.892695
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
817593.900
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
933997.800
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
933997.800
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
835
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
88704710635
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.320494
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.712706
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-13 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.503565
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.656697
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.013054
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.153225
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.560981
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.892830
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
851214.132
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
817593.900
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
817593.900
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
836
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
42251296767
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.656697
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.153225
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-14 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.506845
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.734516
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016873
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.944917
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.563995
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.893862
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
758996.040
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
851214.132
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
851214.132
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
837
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
63183088135
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.734516
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.944917
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-15 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.506562
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.695367
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016991
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.893622
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.563678
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.893865
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
755081.142
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
758996.040
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
758996.040
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
838
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
104677533974
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.695367
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.893622
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-16 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.506404
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.887855
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016343
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.145831
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.563472
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.893913
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
774330.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
755081.142
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
755081.142
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
839
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
43479966625
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.887855
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.145831
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-17 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507407
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.435283
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.014812
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.863113
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564341
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.894311
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
829072.746
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
774330.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
774330.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
840
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
36800919715
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.435283
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.863113
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-18 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507740
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.070069
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016112
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.384581
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564605
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.894482
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
792551.400
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
829072.746
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
829072.746
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
841
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
46411759478
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.070069
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.384581
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-19 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507754
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.358645
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.015226
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.762694
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
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<td>
|
||
|
||
0.564557
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.894583
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
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.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
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<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
821408.946
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
792551.400
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
792551.400
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
842
|
||
|
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.. raw:: html
|
||
|
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</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
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|
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<td>
|
||
|
||
0.0219
|
||
|
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.. raw:: html
|
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|
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</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
28294406623
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0219
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.358645
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.762694
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
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.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-20 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507705
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.628795
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.014414
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.116664
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564451
|
||
|
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.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.894665
|
||
|
||
.. raw:: html
|
||
|
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</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
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|
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.. raw:: html
|
||
|
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</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
848424.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
821408.946
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
821408.946
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
843
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
36903854052
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.628795
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.116664
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-21 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507531
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.476155
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.014900
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.916664
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564238
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.894696
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
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.. raw:: html
|
||
|
||
</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
833160.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
848424.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
848424.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
844
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
43815656010
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0216
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.476155
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.916664
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
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.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-22 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507315
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.645891
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.014372
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.139065
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.563979
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.894725
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
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.. raw:: html
|
||
|
||
</td>
|
||
|
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.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
850133.568
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
833160.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
833160.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
845
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
22304647568
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.645891
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.139065
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-23 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507020
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.635155
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.014388
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.124997
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.563652
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.894725
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
849060.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
850133.568
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
850133.568
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
846
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
13090231864
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.635155
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
10.124997
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-24 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507936
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.105628
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016304
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.431173
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564463
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.895061
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
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.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
796107.276
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
849060.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
849060.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
847
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
34088563732
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.105628
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.431173
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-25 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507675
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.036714
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016515
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.340880
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564168
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.895069
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
789215.898
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
796107.276
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
796107.276
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
848
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
41560204433
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0215
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.036714
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.340880
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-26 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507780
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.761571
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.017485
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.980368
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.895175
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
761701.584
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
789215.898
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
789215.898
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
849
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0214
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
73840480752
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0214
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
6.761571
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
8.980368
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-27 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.508048
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.126355
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016390
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.458331
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564409
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.895349
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
798180.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
761701.584
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
761701.584
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
850
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
62426319778
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0221
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.126355
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.458331
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2017-06-28 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.507750
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.135895
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.016340
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.470831
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.564078
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.895349
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
799134.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
798180.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
798180.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
851
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0222
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
39676839183
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0222
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
7.135895
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
9.470831
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
</tbody>
|
||
|
||
.. raw:: html
|
||
|
||
</table>
|
||
|
||
.. raw:: html
|
||
|
||
<p>
|
||
|
||
851 rows × 45 columns
|
||
|
||
.. raw:: html
|
||
|
||
</p>
|
||
|
||
.. raw:: html
|
||
|
||
</div>
|
||
|
||
Also, instead of defining an output file we are accessing it via the “_"
|
||
variable that will be created in the name space and contain the
|
||
performance DataFrame.
|
||
|
||
.. code:: python
|
||
|
||
_.head()
|
||
|
||
.. raw:: html
|
||
|
||
<div>
|
||
|
||
.. raw:: html
|
||
|
||
<table border="1" class="dataframe">
|
||
|
||
.. raw:: html
|
||
|
||
<thead>
|
||
|
||
.. raw:: html
|
||
|
||
<tr style="text-align: right;">
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
algo_volatility
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
algorithm_period_return
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
alpha
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
benchmark_period_return
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
benchmark_volatility
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
beta
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
capital_used
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
cash
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
ending_cash
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
ending_exposure
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
starting_cash
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
starting_exposure
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
starting_value
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
trading_days
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
transactions
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
treasury_period_return
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
volume
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
treasury
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
algorithm
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
benchmark
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
</thead>
|
||
|
||
.. raw:: html
|
||
|
||
<tbody>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-01 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
NaN
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
NaN
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.045833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
NaN
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
NaN
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
1
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0200
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
317
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0200
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.045833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-02 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000278
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.000025
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.011045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.120833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.290503
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.000956
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-85544.474955
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85542.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
2
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[{u’commission’: None, u’amount’: 318, u’sid’:…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0208
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
98063
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0208
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.000025
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.120833
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-03 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.051796
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.005688
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-1.197544
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.113416
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.633538
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.077239
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84975.642
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85542.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
85542.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
3
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
442983
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.005688
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.113416
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-04 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.342118
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.034955
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.401861
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.166666
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.524400
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.181468
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89040.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84975.642
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
84975.642
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
4
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
245889
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0212
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.034955
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.166666
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
<tr>
|
||
|
||
.. raw:: html
|
||
|
||
<th>
|
||
|
||
2015-03-05 23:59:00+00:00
|
||
|
||
.. raw:: html
|
||
|
||
</th>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.637226
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.038185
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-3.914003
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.070834
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.976896
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.550520
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.000000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
14455.525045
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
81726.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
…
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
100000.0
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89040.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
89040.000
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
5
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
[]
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0211
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
117440
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.0211
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
-0.038185
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
<td>
|
||
|
||
0.070834
|
||
|
||
.. raw:: html
|
||
|
||
</td>
|
||
|
||
.. raw:: html
|
||
|
||
</tr>
|
||
|
||
.. raw:: html
|
||
|
||
</tbody>
|
||
|
||
.. raw:: html
|
||
|
||
</table>
|
||
|
||
.. raw:: html
|
||
|
||
<p>
|
||
|
||
5 rows × 45 columns
|
||
|
||
.. raw:: html
|
||
|
||
</p>
|
||
|
||
.. raw:: html
|
||
|
||
</div>
|
||
|
||
|
||
|
||
Next steps
|
||
~~~~~~~~~~
|
||
|
||
We hope that this tutorial gave you a little insight into the
|
||
architecture, API, and features of Catalyst. For next steps, check
|
||
out some of the other :doc:`example algorithms<example-algos>`.
|
||
|
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Feel free to ask questions on the ``#catalyst_dev`` channel of our
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`Discord group <https://discord.gg/SJK32GY>`__ and report
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problems on our `GitHub issue tracker <https://github.com/enigmampc/catalyst/issues>`__.
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