From c7e02a560a310eb46f98291d41675b1e5ea12504 Mon Sep 17 00:00:00 2001 From: Leander Kotzur Date: Mon, 15 May 2017 10:39:31 +0200 Subject: [PATCH] init public tsam rep --- .gitignore | 12 + LICENSE.txt | 674 +++ README.md | 94 + example/aggregation_example.ipynb | 668 +++ example/testdata.csv | 8761 +++++++++++++++++++++++++++++ setup.py | 16 + tsam/__init__.py | 7 + tsam/timeseriesaggregation.py | 891 +++ tsam/utils/__init__.py | 0 tsam/utils/k_medoids_exact.py | 244 + 10 files changed, 11367 insertions(+) create mode 100644 .gitignore create mode 100644 LICENSE.txt create mode 100644 README.md create mode 100644 example/aggregation_example.ipynb create mode 100644 example/testdata.csv create mode 100644 setup.py create mode 100644 tsam/__init__.py create mode 100644 tsam/timeseriesaggregation.py create mode 100644 tsam/utils/__init__.py create mode 100644 tsam/utils/k_medoids_exact.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..5bc7a4a --- /dev/null +++ b/.gitignore @@ -0,0 +1,12 @@ +# directories +__pycache__/ +trash/ +example/.ipynb_checkpoints/ + +# file types to ignore +*.pyc +*.egg-info +*.log + +# results in the example folder +example/testperiods.csv diff --git a/LICENSE.txt b/LICENSE.txt new file mode 100644 index 0000000..09af578 --- /dev/null +++ b/LICENSE.txt @@ -0,0 +1,674 @@ + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. By contrast, +the GNU General Public License is intended to guarantee your freedom to +share and change all versions of a program--to make sure it remains free +software for all its users. We, the Free Software Foundation, use the +GNU General Public License for most of our software; it applies also to +any other work released this way by its authors. You can apply it to +your programs, too. + + When we speak of free software, we are referring to freedom, not +price. Our General Public Licenses are designed to make sure that you +have the freedom to distribute copies of free software (and charge for +them if you wish), that you receive source code or can get it if you +want it, that you can change the software or use pieces of it in new +free programs, and that you know you can do these things. + + To protect your rights, we need to prevent others from denying you +these rights or asking you to surrender the rights. Therefore, you have +certain responsibilities if you distribute copies of the software, or if +you modify it: responsibilities to respect the freedom of others. + + For example, if you distribute copies of such a program, whether +gratis or for a fee, you must pass on to the recipients the same +freedoms that you received. You must make sure that they, too, receive +or can get the source code. And you must show them these terms so they +know their rights. + + Developers that use the GNU GPL protect your rights with two steps: +(1) assert copyright on the software, and (2) offer you this License +giving you legal permission to copy, distribute and/or modify it. + + For the developers' and authors' protection, the GPL clearly explains +that there is no warranty for this free software. For both users' and +authors' sake, the GPL requires that modified versions be marked as +changed, so that their problems will not be attributed erroneously to +authors of previous versions. + + Some devices are designed to deny users access to install or run +modified versions of the software inside them, although the manufacturer +can do so. This is fundamentally incompatible with the aim of +protecting users' freedom to change the software. The systematic +pattern of such abuse occurs in the area of products for individuals to +use, which is precisely where it is most unacceptable. Therefore, we +have designed this version of the GPL to prohibit the practice for those +products. If such problems arise substantially in other domains, we +stand ready to extend this provision to those domains in future versions +of the GPL, as needed to protect the freedom of users. + + Finally, every program is threatened constantly by software patents. +States should not allow patents to restrict development and use of +software on general-purpose computers, but in those that do, we wish to +avoid the special danger that patents applied to a free program could +make it effectively proprietary. To prevent this, the GPL assures that +patents cannot be used to render the program non-free. + + The precise terms and conditions for copying, distribution and +modification follow. + + TERMS AND CONDITIONS + + 0. Definitions. + + "This License" refers to version 3 of the GNU General Public License. + + "Copyright" also means copyright-like laws that apply to other kinds of +works, such as semiconductor masks. + + "The Program" refers to any copyrightable work licensed under this +License. Each licensee is addressed as "you". "Licensees" and +"recipients" may be individuals or organizations. + + To "modify" a work means to copy from or adapt all or part of the work +in a fashion requiring copyright permission, other than the making of an +exact copy. The resulting work is called a "modified version" of the +earlier work or a work "based on" the earlier work. + + A "covered work" means either the unmodified Program or a work based +on the Program. + + To "propagate" a work means to do anything with it that, without +permission, would make you directly or secondarily liable for +infringement under applicable copyright law, except executing it on a +computer or modifying a private copy. Propagation includes copying, +distribution (with or without modification), making available to the +public, and in some countries other activities as well. + + To "convey" a work means any kind of propagation that enables other +parties to make or receive copies. Mere interaction with a user through +a computer network, with no transfer of a copy, is not conveying. + + An interactive user interface displays "Appropriate Legal Notices" +to the extent that it includes a convenient and prominently visible +feature that (1) displays an appropriate copyright notice, and (2) +tells the user that there is no warranty for the work (except to the +extent that warranties are provided), that licensees may convey the +work under this License, and how to view a copy of this License. If +the interface presents a list of user commands or options, such as a +menu, a prominent item in the list meets this criterion. + + 1. Source Code. + + The "source code" for a work means the preferred form of the work +for making modifications to it. "Object code" means any non-source +form of a work. + + A "Standard Interface" means an interface that either is an official +standard defined by a recognized standards body, or, in the case of +interfaces specified for a particular programming language, one that +is widely used among developers working in that language. + + The "System Libraries" of an executable work include anything, other +than the work as a whole, that (a) is included in the normal form of +packaging a Major Component, but which is not part of that Major +Component, and (b) serves only to enable use of the work with that +Major Component, or to implement a Standard Interface for which an +implementation is available to the public in source code form. A +"Major Component", in this context, means a major essential component +(kernel, window system, and so on) of the specific operating system +(if any) on which the executable work runs, or a compiler used to +produce the work, or an object code interpreter used to run it. + + The "Corresponding Source" for a work in object code form means all +the source code needed to generate, install, and (for an executable +work) run the object code and to modify the work, including scripts to +control those activities. However, it does not include the work's +System Libraries, or general-purpose tools or generally available free +programs which are used unmodified in performing those activities but +which are not part of the work. For example, Corresponding Source +includes interface definition files associated with source files for +the work, and the source code for shared libraries and dynamically +linked subprograms that the work is specifically designed to require, +such as by intimate data communication or control flow between those +subprograms and other parts of the work. + + The Corresponding Source need not include anything that users +can regenerate automatically from other parts of the Corresponding +Source. + + The Corresponding Source for a work in source code form is that +same work. + + 2. Basic Permissions. + + All rights granted under this License are granted for the term of +copyright on the Program, and are irrevocable provided the stated +conditions are met. This License explicitly affirms your unlimited +permission to run the unmodified Program. The output from running a +covered work is covered by this License only if the output, given its +content, constitutes a covered work. This License acknowledges your +rights of fair use or other equivalent, as provided by copyright law. + + You may make, run and propagate covered works that you do not +convey, without conditions so long as your license otherwise remains +in force. You may convey covered works to others for the sole purpose +of having them make modifications exclusively for you, or provide you +with facilities for running those works, provided that you comply with +the terms of this License in conveying all material for which you do +not control copyright. Those thus making or running the covered works +for you must do so exclusively on your behalf, under your direction +and control, on terms that prohibit them from making any copies of +your copyrighted material outside their relationship with you. + + Conveying under any other circumstances is permitted solely under +the conditions stated below. Sublicensing is not allowed; section 10 +makes it unnecessary. + + 3. Protecting Users' Legal Rights From Anti-Circumvention Law. + + No covered work shall be deemed part of an effective technological +measure under any applicable law fulfilling obligations under article +11 of the WIPO copyright treaty adopted on 20 December 1996, or +similar laws prohibiting or restricting circumvention of such +measures. + + When you convey a covered work, you waive any legal power to forbid +circumvention of technological measures to the extent such circumvention +is effected by exercising rights under this License with respect to +the covered work, and you disclaim any intention to limit operation or +modification of the work as a means of enforcing, against the work's +users, your or third parties' legal rights to forbid circumvention of +technological measures. + + 4. Conveying Verbatim Copies. + + You may convey verbatim copies of the Program's source code as you +receive it, in any medium, provided that you conspicuously and +appropriately publish on each copy an appropriate copyright notice; +keep intact all notices stating that this License and any +non-permissive terms added in accord with section 7 apply to the code; +keep intact all notices of the absence of any warranty; and give all +recipients a copy of this License along with the Program. + + You may charge any price or no price for each copy that you convey, +and you may offer support or warranty protection for a fee. + + 5. Conveying Modified Source Versions. + + You may convey a work based on the Program, or the modifications to +produce it from the Program, in the form of source code under the +terms of section 4, provided that you also meet all of these conditions: + + a) The work must carry prominent notices stating that you modified + it, and giving a relevant date. + + b) The work must carry prominent notices stating that it is + released under this License and any conditions added under section + 7. This requirement modifies the requirement in section 4 to + "keep intact all notices". + + c) You must license the entire work, as a whole, under this + License to anyone who comes into possession of a copy. This + License will therefore apply, along with any applicable section 7 + additional terms, to the whole of the work, and all its parts, + regardless of how they are packaged. This License gives no + permission to license the work in any other way, but it does not + invalidate such permission if you have separately received it. + + d) If the work has interactive user interfaces, each must display + Appropriate Legal Notices; however, if the Program has interactive + interfaces that do not display Appropriate Legal Notices, your + work need not make them do so. + + A compilation of a covered work with other separate and independent +works, which are not by their nature extensions of the covered work, +and which are not combined with it such as to form a larger program, +in or on a volume of a storage or distribution medium, is called an +"aggregate" if the compilation and its resulting copyright are not +used to limit the access or legal rights of the compilation's users +beyond what the individual works permit. Inclusion of a covered work +in an aggregate does not cause this License to apply to the other +parts of the aggregate. + + 6. Conveying Non-Source Forms. + + You may convey a covered work in object code form under the terms +of sections 4 and 5, provided that you also convey the +machine-readable Corresponding Source under the terms of this License, +in one of these ways: + + a) Convey the object code in, or embodied in, a physical product + (including a physical distribution medium), accompanied by the + Corresponding Source fixed on a durable physical medium + customarily used for software interchange. + + b) Convey the object code in, or embodied in, a physical product + (including a physical distribution medium), accompanied by a + written offer, valid for at least three years and valid for as + long as you offer spare parts or customer support for that product + model, to give anyone who possesses the object code either (1) a + copy of the Corresponding Source for all the software in the + product that is covered by this License, on a durable physical + medium customarily used for software interchange, for a price no + more than your reasonable cost of physically performing this + conveying of source, or (2) access to copy the + Corresponding Source from a network server at no charge. + + c) Convey individual copies of the object code with a copy of the + written offer to provide the Corresponding Source. This + alternative is allowed only occasionally and noncommercially, and + only if you received the object code with such an offer, in accord + with subsection 6b. + + d) Convey the object code by offering access from a designated + place (gratis or for a charge), and offer equivalent access to the + Corresponding Source in the same way through the same place at no + further charge. You need not require recipients to copy the + Corresponding Source along with the object code. If the place to + copy the object code is a network server, the Corresponding Source + may be on a different server (operated by you or a third party) + that supports equivalent copying facilities, provided you maintain + clear directions next to the object code saying where to find the + Corresponding Source. Regardless of what server hosts the + Corresponding Source, you remain obligated to ensure that it is + available for as long as needed to satisfy these requirements. + + e) Convey the object code using peer-to-peer transmission, provided + you inform other peers where the object code and Corresponding + Source of the work are being offered to the general public at no + charge under subsection 6d. + + A separable portion of the object code, whose source code is excluded +from the Corresponding Source as a System Library, need not be +included in conveying the object code work. + + A "User Product" is either (1) a "consumer product", which means any +tangible personal property which is normally used for personal, family, +or household purposes, or (2) anything designed or sold for incorporation +into a dwelling. In determining whether a product is a consumer product, +doubtful cases shall be resolved in favor of coverage. For a particular +product received by a particular user, "normally used" refers to a +typical or common use of that class of product, regardless of the status +of the particular user or of the way in which the particular user +actually uses, or expects or is expected to use, the product. A product +is a consumer product regardless of whether the product has substantial +commercial, industrial or non-consumer uses, unless such uses represent +the only significant mode of use of the product. + + "Installation Information" for a User Product means any methods, +procedures, authorization keys, or other information required to install +and execute modified versions of a covered work in that User Product from +a modified version of its Corresponding Source. The information must +suffice to ensure that the continued functioning of the modified object +code is in no case prevented or interfered with solely because +modification has been made. + + If you convey an object code work under this section in, or with, or +specifically for use in, a User Product, and the conveying occurs as +part of a transaction in which the right of possession and use of the +User Product is transferred to the recipient in perpetuity or for a +fixed term (regardless of how the transaction is characterized), the +Corresponding Source conveyed under this section must be accompanied +by the Installation Information. But this requirement does not apply +if neither you nor any third party retains the ability to install +modified object code on the User Product (for example, the work has +been installed in ROM). + + The requirement to provide Installation Information does not include a +requirement to continue to provide support service, warranty, or updates +for a work that has been modified or installed by the recipient, or for +the User Product in which it has been modified or installed. Access to a +network may be denied when the modification itself materially and +adversely affects the operation of the network or violates the rules and +protocols for communication across the network. + + Corresponding Source conveyed, and Installation Information provided, +in accord with this section must be in a format that is publicly +documented (and with an implementation available to the public in +source code form), and must require no special password or key for +unpacking, reading or copying. + + 7. Additional Terms. + + "Additional permissions" are terms that supplement the terms of this +License by making exceptions from one or more of its conditions. +Additional permissions that are applicable to the entire Program shall +be treated as though they were included in this License, to the extent +that they are valid under applicable law. If additional permissions +apply only to part of the Program, that part may be used separately +under those permissions, but the entire Program remains governed by +this License without regard to the additional permissions. + + When you convey a copy of a covered work, you may at your option +remove any additional permissions from that copy, or from any part of +it. (Additional permissions may be written to require their own +removal in certain cases when you modify the work.) You may place +additional permissions on material, added by you to a covered work, +for which you have or can give appropriate copyright permission. + + Notwithstanding any other provision of this License, for material you +add to a covered work, you may (if authorized by the copyright holders of +that material) supplement the terms of this License with terms: + + a) Disclaiming warranty or limiting liability differently from the + terms of sections 15 and 16 of this License; or + + b) Requiring preservation of specified reasonable legal notices or + author attributions in that material or in the Appropriate Legal + Notices displayed by works containing it; or + + c) Prohibiting misrepresentation of the origin of that material, or + requiring that modified versions of such material be marked in + reasonable ways as different from the original version; or + + d) Limiting the use for publicity purposes of names of licensors or + authors of the material; or + + e) Declining to grant rights under trademark law for use of some + trade names, trademarks, or service marks; or + + f) Requiring indemnification of licensors and authors of that + material by anyone who conveys the material (or modified versions of + it) with contractual assumptions of liability to the recipient, for + any liability that these contractual assumptions directly impose on + those licensors and authors. + + All other non-permissive additional terms are considered "further +restrictions" within the meaning of section 10. If the Program as you +received it, or any part of it, contains a notice stating that it is +governed by this License along with a term that is a further +restriction, you may remove that term. If a license document contains +a further restriction but permits relicensing or conveying under this +License, you may add to a covered work material governed by the terms +of that license document, provided that the further restriction does +not survive such relicensing or conveying. + + If you add terms to a covered work in accord with this section, you +must place, in the relevant source files, a statement of the +additional terms that apply to those files, or a notice indicating +where to find the applicable terms. + + Additional terms, permissive or non-permissive, may be stated in the +form of a separately written license, or stated as exceptions; +the above requirements apply either way. + + 8. Termination. + + You may not propagate or modify a covered work except as expressly +provided under this License. Any attempt otherwise to propagate or +modify it is void, and will automatically terminate your rights under +this License (including any patent licenses granted under the third +paragraph of section 11). + + However, if you cease all violation of this License, then your +license from a particular copyright holder is reinstated (a) +provisionally, unless and until the copyright holder explicitly and +finally terminates your license, and (b) permanently, if the copyright +holder fails to notify you of the violation by some reasonable means +prior to 60 days after the cessation. + + Moreover, your license from a particular copyright holder is +reinstated permanently if the copyright holder notifies you of the +violation by some reasonable means, this is the first time you have +received notice of violation of this License (for any work) from that +copyright holder, and you cure the violation prior to 30 days after +your receipt of the notice. + + Termination of your rights under this section does not terminate the +licenses of parties who have received copies or rights from you under +this License. If your rights have been terminated and not permanently +reinstated, you do not qualify to receive new licenses for the same +material under section 10. + + 9. Acceptance Not Required for Having Copies. + + You are not required to accept this License in order to receive or +run a copy of the Program. Ancillary propagation of a covered work +occurring solely as a consequence of using peer-to-peer transmission +to receive a copy likewise does not require acceptance. However, +nothing other than this License grants you permission to propagate or +modify any covered work. These actions infringe copyright if you do +not accept this License. Therefore, by modifying or propagating a +covered work, you indicate your acceptance of this License to do so. + + 10. Automatic Licensing of Downstream Recipients. + + Each time you convey a covered work, the recipient automatically +receives a license from the original licensors, to run, modify and +propagate that work, subject to this License. You are not responsible +for enforcing compliance by third parties with this License. + + An "entity transaction" is a transaction transferring control of an +organization, or substantially all assets of one, or subdividing an +organization, or merging organizations. If propagation of a covered +work results from an entity transaction, each party to that +transaction who receives a copy of the work also receives whatever +licenses to the work the party's predecessor in interest had or could +give under the previous paragraph, plus a right to possession of the +Corresponding Source of the work from the predecessor in interest, if +the predecessor has it or can get it with reasonable efforts. + + You may not impose any further restrictions on the exercise of the +rights granted or affirmed under this License. For example, you may +not impose a license fee, royalty, or other charge for exercise of +rights granted under this License, and you may not initiate litigation +(including a cross-claim or counterclaim in a lawsuit) alleging that +any patent claim is infringed by making, using, selling, offering for +sale, or importing the Program or any portion of it. + + 11. Patents. + + A "contributor" is a copyright holder who authorizes use under this +License of the Program or a work on which the Program is based. The +work thus licensed is called the contributor's "contributor version". + + A contributor's "essential patent claims" are all patent claims +owned or controlled by the contributor, whether already acquired or +hereafter acquired, that would be infringed by some manner, permitted +by this License, of making, using, or selling its contributor version, +but do not include claims that would be infringed only as a +consequence of further modification of the contributor version. For +purposes of this definition, "control" includes the right to grant +patent sublicenses in a manner consistent with the requirements of +this License. + + Each contributor grants you a non-exclusive, worldwide, royalty-free +patent license under the contributor's essential patent claims, to +make, use, sell, offer for sale, import and otherwise run, modify and +propagate the contents of its contributor version. + + In the following three paragraphs, a "patent license" is any express +agreement or commitment, however denominated, not to enforce a patent +(such as an express permission to practice a patent or covenant not to +sue for patent infringement). To "grant" such a patent license to a +party means to make such an agreement or commitment not to enforce a +patent against the party. + + If you convey a covered work, knowingly relying on a patent license, +and the Corresponding Source of the work is not available for anyone +to copy, free of charge and under the terms of this License, through a +publicly available network server or other readily accessible means, +then you must either (1) cause the Corresponding Source to be so +available, or (2) arrange to deprive yourself of the benefit of the +patent license for this particular work, or (3) arrange, in a manner +consistent with the requirements of this License, to extend the patent +license to downstream recipients. "Knowingly relying" means you have +actual knowledge that, but for the patent license, your conveying the +covered work in a country, or your recipient's use of the covered work +in a country, would infringe one or more identifiable patents in that +country that you have reason to believe are valid. + + If, pursuant to or in connection with a single transaction or +arrangement, you convey, or propagate by procuring conveyance of, a +covered work, and grant a patent license to some of the parties +receiving the covered work authorizing them to use, propagate, modify +or convey a specific copy of the covered work, then the patent license +you grant is automatically extended to all recipients of the covered +work and works based on it. + + A patent license is "discriminatory" if it does not include within +the scope of its coverage, prohibits the exercise of, or is +conditioned on the non-exercise of one or more of the rights that are +specifically granted under this License. You may not convey a covered +work if you are a party to an arrangement with a third party that is +in the business of distributing software, under which you make payment +to the third party based on the extent of your activity of conveying +the work, and under which the third party grants, to any of the +parties who would receive the covered work from you, a discriminatory +patent license (a) in connection with copies of the covered work +conveyed by you (or copies made from those copies), or (b) primarily +for and in connection with specific products or compilations that +contain the covered work, unless you entered into that arrangement, +or that patent license was granted, prior to 28 March 2007. + + Nothing in this License shall be construed as excluding or limiting +any implied license or other defenses to infringement that may +otherwise be available to you under applicable patent law. + + 12. No Surrender of Others' Freedom. + + If conditions are imposed on you (whether by court order, agreement or +otherwise) that contradict the conditions of this License, they do not +excuse you from the conditions of this License. If you cannot convey a +covered work so as to satisfy simultaneously your obligations under this +License and any other pertinent obligations, then as a consequence you may +not convey it at all. For example, if you agree to terms that obligate you +to collect a royalty for further conveying from those to whom you convey +the Program, the only way you could satisfy both those terms and this +License would be to refrain entirely from conveying the Program. + + 13. Use with the GNU Affero General Public License. + + Notwithstanding any other provision of this License, you have +permission to link or combine any covered work with a work licensed +under version 3 of the GNU Affero General Public License into a single +combined work, and to convey the resulting work. The terms of this +License will continue to apply to the part which is the covered work, +but the special requirements of the GNU Affero General Public License, +section 13, concerning interaction through a network will apply to the +combination as such. + + 14. Revised Versions of this License. + + The Free Software Foundation may publish revised and/or new versions of +the GNU General Public License from time to time. Such new versions will +be similar in spirit to the present version, but may differ in detail to +address new problems or concerns. + + Each version is given a distinguishing version number. If the +Program specifies that a certain numbered version of the GNU General +Public License "or any later version" applies to it, you have the +option of following the terms and conditions either of that numbered +version or of any later version published by the Free Software +Foundation. If the Program does not specify a version number of the +GNU General Public License, you may choose any version ever published +by the Free Software Foundation. + + If the Program specifies that a proxy can decide which future +versions of the GNU General Public License can be used, that proxy's +public statement of acceptance of a version permanently authorizes you +to choose that version for the Program. + + Later license versions may give you additional or different +permissions. However, no additional obligations are imposed on any +author or copyright holder as a result of your choosing to follow a +later version. + + 15. Disclaimer of Warranty. + + THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY +APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT +HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY +OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, +THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM +IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF +ALL NECESSARY SERVICING, REPAIR OR CORRECTION. + + 16. Limitation of Liability. + + IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING +WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS +THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY +GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE +USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF +DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD +PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), +EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF +SUCH DAMAGES. + + 17. Interpretation of Sections 15 and 16. + + If the disclaimer of warranty and limitation of liability provided +above cannot be given local legal effect according to their terms, +reviewing courts shall apply local law that most closely approximates +an absolute waiver of all civil liability in connection with the +Program, unless a warranty or assumption of liability accompanies a +copy of the Program in return for a fee. + + END OF TERMS AND CONDITIONS + + How to Apply These Terms to Your New Programs + + If you develop a new program, and you want it to be of the greatest +possible use to the public, the best way to achieve this is to make it +free software which everyone can redistribute and change under these terms. + + To do so, attach the following notices to the program. It is safest +to attach them to the start of each source file to most effectively +state the exclusion of warranty; and each file should have at least +the "copyright" line and a pointer to where the full notice is found. + + + Copyright (C) + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..7d508b1 --- /dev/null +++ b/README.md @@ -0,0 +1,94 @@ +Forschungszentrum Juelich Logo + +# tsam - Time Series Aggregation Module +tsam is a python package which uses different machine learning algorithms for the aggregation of typical periods. It is applicable for all type of time series, eather weather data, load data or both simultaneously. The module is able to significantly reduce input time series for energy system models, and therefore the model's complexity and computational time. + +A publication will follow soon which validates the methods and describes their capabilites. + + [![TODO:ZENODO](TODO: zenodo)](TODO: zenodo link) + +## Features +* flexible read-in and handling of multidimensional time-series via the pandas module +* different aggregation methods implemented (averaging, k-mean, exact k-medoid, hierarchical), which are based on scikit-learn or pyomo +* flexible integration of extreme periods as own cluster centers +* weighting for the case of multidimensional time-series to represent their relevance + + +## Installation + +First clone a local copy of the repository to your computer + + git clone https://github.com/FZJ-IEK3-VSA/tsam.git + +Then install tsa via pip as follow + + cd tsam + pip install . + +Or install directly via python as + + python setup.py install + + +## Examples + +A small example how tsa can be used is decribed as follows + + import pandas as pd + import tsam.timeseriesaggregation as tsam + +Read in the time series data set with pandas + + raw = pd.read_csv('testdata.csv', index_col = 0) + +Initialize an aggregation object and define the number of typical periods, the length of a single period and the aggregation method + + aggregation = tsam.TimeSeriesAggregation(raw, + noTypicalPeriods = 8, + hoursPerPeriod = 24, + clusterMethod = 'hierarchical') + +Run the aggregation to typical periods + + typPeriods = aggregation.createTypicalPeriods() + +Store the results as .csv file + + typPeriods.to_csv('typperiods.csv') + +A more detailed example showing the capabilites of tsa is found [`here`](https://134.94.251.61/l-kotzur/tsa/blob/opensource/example/aggregation_example.ipynb) as jupyter notebook. + +The example time series are based on a department [publication](http://www.mdpi.com/1996-1073/10/3/361) and the [test reference years of the DWD](http://www.dwd.de/DE/leistungen/testreferenzjahre/testreferenzjahre.html). + +## License + +Copyright (C) 2016-2017 Leander Kotzur (FZJ IEK-3), Peter Markewitz (FZJ IEK-3), Martin Robinius (FZJ IEK-3), Detlef Stolten (FZJ IEK-3) + +This program is free software: you can redistribute it and/or modify +it under the terms of the GNU General Public License as published by +the Free Software Foundation, either version 3 of the License, or +(at your option) any later version. + +You should have received a copy of the GNU General Public License +along with this program. If not, see + +## About Us +Abteilung VSA + +We are the [Process and Systems Analysis](http://www.fz-juelich.de/iek/iek-3/EN/Forschung/_Process-and-System-Analysis/_node.html) department at the [Institute of Energy and Climate Research: Electrochemical Process Engineering (IEK-3)](http://www.fz-juelich.de/iek/iek-3/EN/Home/home_node.html) belonging to the Forschungszentrum Jülich. Our interdisciplinary department's research is focusing on energy-related process and systems analyses. Data searches and system simulations are used to determine energy and mass balances, as well as to evaluate performance, emissions and costs of energy systems. The results are used for performing comparative assessment studies between the various systems. Our current priorities include the development of energy strategies, in accordance with the German Federal Government’s greenhouse gas reduction targets, by designing new infrastructures for sustainable and secure energy supply chains and by conducting cost analysis studies for integrating new technologies into future energy market frameworks. + +#### Selected publications: + +* Power to gas: Technological overview, systems analysis and economic assessment for a case study in Germany +* Power-to-Steel: Reducing CO2 through the Integration of Renewable Energy and Hydrogen into the German Steel Industry +* Early power to gas applications: Reducing wind farm forecast errors and providing secondary control reserve +* A Top-Down Spatially Resolved Electrical Load Model +* Long-term power-to-gas potential from wind and solar power: A country analysis for Italy +* Closing the loop: captured CO2 as a feedstock in the chemical industry + + +## Acknowledgement + +This work was supported by the Helmholtz Association under the Joint Initiative ["Energy System 2050 – A Contribution of the Research Field Energy"](https://www.helmholtz.de/en/research/energy/energy_system_2050/). + +Helmholtz Logo \ No newline at end of file diff --git a/example/aggregation_example.ipynb b/example/aggregation_example.ipynb new file mode 100644 index 0000000..645861c --- /dev/null +++ b/example/aggregation_example.ipynb @@ -0,0 +1,668 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# TSAM-Example\n", + "Example usage of the time series aggregation module (tsam)\n", + "Date: 08.05.2017\n", + "\n", + "Author: Leander Kotzur" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import pandas and the relevant time series aggregation class" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "import copy\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import tsam.timeseriesaggregation as tsam\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Input data " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Read in time series from testdata.csv with pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "raw = pd.read_csv('testdata.csv', index_col = 0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Show a slice of the dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
GHITWindLoad
2009-12-31 23:30:000-2.17.1375.478394
2010-01-01 00:30:000-2.88.6364.541326
2010-01-01 01:30:000-3.39.7357.416844
2010-01-01 02:30:000-3.29.8350.191306
2010-01-01 03:30:000-3.29.4345.161449
\n", + "
" + ], + "text/plain": [ + " GHI T Wind Load\n", + "2009-12-31 23:30:00 0 -2.1 7.1 375.478394\n", + "2010-01-01 00:30:00 0 -2.8 8.6 364.541326\n", + "2010-01-01 01:30:00 0 -3.3 9.7 357.416844\n", + "2010-01-01 02:30:00 0 -3.2 9.8 350.191306\n", + "2010-01-01 03:30:00 0 -3.2 9.4 345.161449" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Show the shape of the raw input data: 4 types of timeseries (GHI, Temperature, Wind and Load) for every hour in a year" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(8760, 4)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a plot function for the temperature for a visual comparison of the time series" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "def plotTS(data, periodlength, vmin, vmax):\n", + " fig, axes = plt.subplots(figsize = [6, 2], dpi = 100, nrows = 1, ncols = 1)\n", + " stacked = tsam.groupToPeriods(copy.deepcopy(data), periodlength)\n", + " cax = axes.imshow(stacked.values.T, interpolation = 'nearest', vmin = vmin, vmax = vmax)\n", + " axes.set_aspect('auto') \n", + " axes.set_ylabel('Hour')\n", + " plt.xlabel('Day')\n", + "\n", + " fig.subplots_adjust(right = 1.2)\n", + " cbar=plt.colorbar(cax) \n", + " cbar.set_label('T [°C]')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot an example series - in this case the temperature" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqAAAADZCAYAAAD/joLlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plotTS(raw['T'], 24, vmin = raw['T'].min(), vmax = raw['T'].max())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simple k-mean aggregation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Initialize an aggregation class object with k-mean as method for eight typical days, without any integration of extreme periods. Alternative clusterMethod's are 'averaging','hierarchical' and 'k_medoids'." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "aggregation = tsam.TimeSeriesAggregation(raw, noTypicalPeriods = 8, hoursPerPeriod = 24, \n", + " clusterMethod = 'k_means')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create the typical periods" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "typPeriods = aggregation.createTypicalPeriods()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Show shape of typical periods: 4 types of timeseries for 8*24 hours" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(192, 4)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "typPeriods.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Save typical periods to .csv file" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "typPeriods.to_csv('testperiods.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Repredict the original time series based on the typical periods" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "predictedPeriods = aggregation.predictOriginalData()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the repredicted data" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqAAAADZCAYAAAD/joLlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nyv8P3CIRuf5b/RAAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plotTS(predictedPeriods['T'], 24, vmin = raw['T'].min(), vmax = raw['T'].max())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As seen, they days with the minimal temperature are excluded. In case that they are required they can be added to the aggregation as follow." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hierarchical aggregation including extreme periods" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Initialize a time series aggregation which integrates the day with the minimal temperature and the day with the maximal load as periods." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "aggregation = tsam.TimeSeriesAggregation(raw, noTypicalPeriods = 8, hoursPerPeriod = 24, \n", + " clusterMethod = 'hierarchical', \n", + " extremePeriodMethod = 'new_cluster_center',\n", + " addPeakMin = ['T'], addPeakMax = ['Load'] )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create the typical periods" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "typPeriods = aggregation.createTypicalPeriods()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The aggregation can also be evaluated by indicators" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MAERMSERMSE_duration
GHI0.0474920.0901660.024972
Load0.0679740.0950810.024072
T0.0652920.0838320.030665
Wind0.1140930.1462350.038005
\n", + "
" + ], + "text/plain": [ + " MAE RMSE RMSE_duration\n", + "GHI 0.047492 0.090166 0.024972\n", + "Load 0.067974 0.095081 0.024072\n", + "T 0.065292 0.083832 0.030665\n", + "Wind 0.114093 0.146235 0.038005" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "aggregation.accuracyIndicators()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Repredict the original time series based on the typical periods" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "predictedPeriodsWithEx = aggregation.predictOriginalData()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot repredicted data" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqAAAADZCAYAAAD/joLlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTjwAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plotTS(predictedPeriodsWithEx['T'], 24, vmin = raw['T'].min(), vmax = raw['T'].max())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now also the days with the minimal temperature are integrated into the typical periods." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Comparison of the aggregations \n", + "It was shown for the temperature, but both times all four time series have been aggregated. Therefore, we compare here also the duration curves of the electrical load for the original time series, the aggregation with k-mean, and the hierarchical aggregation including peak periods." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiAAAADZCAYAAAAZi4vkAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(figsize = [6, 2], dpi = 100, nrows = 1, ncols = 1)\n", + "raw['Load'].sort_values(ascending=False).reset_index(drop=True).plot(label = 'Original')\n", + "predictedPeriods['Load'].sort_values(ascending=False).reset_index(drop=True).plot(label = '8 typ days')\n", + "predictedPeriodsWithEx['Load'].sort_values(\n", + " ascending=False).reset_index(drop=True).plot(label = '8 typ days \\n + peak period')\n", + "plt.legend()\n", + "plt.xlabel('Hours [h]')\n", + "plt.ylabel('Duration Load [MW]')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Or as unsorted time series for an example week" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiAAAADdCAYAAACCGsnyAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(figsize = [6, 2], dpi = 100, nrows = 1, ncols = 1)\n", + "raw['Load']['20100210':'20100218'].plot(label = 'Original')\n", + "predictedPeriods['Load']['20100210':'20100218'].plot(label = '8 typ days')\n", + "predictedPeriodsWithEx['Load']['20100210':'20100218'].plot(label = '8 typ days \\n + peak period')\n", + "plt.legend()\n", + "plt.ylabel('Load [MW]')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.4.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/example/testdata.csv b/example/testdata.csv new file mode 100644 index 0000000..3cb087e --- /dev/null +++ b/example/testdata.csv @@ -0,0 +1,8761 @@ +,GHI,T,Wind,Load +2009-12-31 23:30:00,0,-2.1,7.1,375.4783938 +2010-01-01 00:30:00,0,-2.8,8.6,364.5413263 +2010-01-01 01:30:00,0,-3.3,9.7,357.4168443 +2010-01-01 02:30:00,0,-3.2,9.8,350.1913058 +2010-01-01 03:30:00,0,-3.2,9.4,345.161449 +2010-01-01 04:30:00,0,-3.2,10.0,340.678216 +2010-01-01 05:30:00,0,-3.2,8.0,331.0686632 +2010-01-01 06:30:00,0,-3.1,9.0,326.0985216 +2010-01-01 07:30:00,2,-3.0,10.0,330.3107396000001 +2010-01-01 08:30:00,28,-3.0,10.0,344.8215318 +2010-01-01 09:30:00,51,-2.7,10.0,359.92947589999994 +2010-01-01 10:30:00,63,-2.2,9.0,381.4085719 +2010-01-01 11:30:00,63,-1.8,8.0,390.8022313 +2010-01-01 12:30:00,52,-2.0,8.0,395.1384731 +2010-01-01 13:30:00,30,-1.5,7.0,398.7489456 +2010-01-01 14:30:00,3,-1.1,6.0,393.7282758 +2010-01-01 15:30:00,0,-0.9,5.0,396.9942376 +2010-01-01 16:30:00,0,-0.3,4.0,419.3047529 +2010-01-01 17:30:00,0,-0.2,4.0,429.14857300000006 +2010-01-01 18:30:00,0,0.1,4.0,421.65661280000006 +2010-01-01 19:30:00,0,0.0,5.0,408.4963027 +2010-01-01 20:30:00,0,-0.1,3.0,405.1844062 +2010-01-01 21:30:00,0,0.5,4.0,400.6460514 +2010-01-01 22:30:00,0,0.7,5.0,381.679587 +2010-01-01 23:30:00,0,0.3,5.0,363.2827137 +2010-01-02 00:30:00,0,0.0,5.0,353.374585 +2010-01-02 01:30:00,0,0.5,4.0,348.9970019 +2010-01-02 02:30:00,0,1.1,3.0,351.8862986 +2010-01-02 03:30:00,0,1.4,6.0,360.0718737 +2010-01-02 04:30:00,0,1.5,3.0,373.2229968 +2010-01-02 05:30:00,0,1.5,4.0,409.8605652 +2010-01-02 06:30:00,0,2.0,6.0,448.43198719999987 +2010-01-02 07:30:00,3,2.7,2.0,475.1154921 +2010-01-02 08:30:00,28,2.8,3.0,483.6501714 +2010-01-02 09:30:00,51,2.9,3.0,490.97217289999986 +2010-01-02 10:30:00,64,3.0,2.0,504.83528489999986 +2010-01-02 11:30:00,64,3.4,6.0,504.1370765 +2010-01-02 12:30:00,52,4.1,5.0,504.6699198 +2010-01-02 13:30:00,76,4.6,5.0,504.1554504 +2010-01-02 14:30:00,12,5.2,6.0,502.4191163 +2010-01-02 15:30:00,0,5.1,6.0,505.3405673 +2010-01-02 16:30:00,0,4.8,7.0,526.8196633 +2010-01-02 17:30:00,0,4.1,5.0,529.2450188999999 +2010-01-02 18:30:00,0,4.8,6.0,516.0893023 +2010-01-02 19:30:00,0,4.6,6.0,487.2744243 +2010-01-02 20:30:00,0,4.6,4.0,468.08747310000007 +2010-01-02 21:30:00,0,4.3,6.0,449.6768194 +2010-01-02 22:30:00,0,4.3,3.0,421.3166956 +2010-01-02 23:30:00,0,4.7,3.0,400.9905621 +2010-01-03 00:30:00,0,4.6,4.0,389.6400818 +2010-01-03 01:30:00,0,4.8,5.0,386.0801375 +2010-01-03 02:30:00,0,4.6,5.0,383.452669 +2010-01-03 03:30:00,0,4.7,5.0,397.2285049 +2010-01-03 04:30:00,0,4.0,5.0,413.7971746 +2010-01-03 05:30:00,0,4.0,7.0,445.1752124 +2010-01-03 06:30:00,0,3.7,7.0,483.3837498 +2010-01-03 07:30:00,3,3.6,4.0,507.15499050000005 +2010-01-03 08:30:00,29,3.4,4.0,517.311167 +2010-01-03 09:30:00,51,3.5,4.0,528.9418495 +2010-01-03 10:30:00,121,3.1,5.0,538.8545717000002 +2010-01-03 11:30:00,193,3.4,4.0,542.5615072 +2010-01-03 12:30:00,100,3.8,4.0,539.4425367 +2010-01-03 13:30:00,31,3.1,4.0,529.5527819 +2010-01-03 14:30:00,4,3.4,4.0,524.1278861000002 +2010-01-03 15:30:00,0,2.6,3.0,522.9014279 +2010-01-03 16:30:00,0,2.1,2.0,538.1196155 +2010-01-03 17:30:00,0,1.9,3.0,539.9478191000002 +2010-01-03 18:30:00,0,1.4,3.0,526.2914135999998 +2010-01-03 19:30:00,0,1.0,3.0,493.6639501 +2010-01-03 20:30:00,0,0.6,3.0,480.8159964 +2010-01-03 21:30:00,0,0.2,2.0,461.261567 +2010-01-03 22:30:00,0,0.1,4.0,431.0548657 +2010-01-03 23:30:00,0,0.3,4.0,397.4949265 +2010-01-04 00:30:00,0,0.8,6.0,383.5904732 +2010-01-04 01:30:00,0,1.1,8.0,379.837603 +2010-01-04 02:30:00,0,1.2,10.0,380.4026006 +2010-01-04 03:30:00,0,1.1,9.0,389.0934581 +2010-01-04 04:30:00,0,1.3,9.0,405.09713010000013 +2010-01-04 05:30:00,0,1.3,8.0,441.3810008 +2010-01-04 06:30:00,0,1.6,9.0,469.6400681 +2010-01-04 07:30:00,3,1.7,9.0,493.5169589 +2010-01-04 08:30:00,29,1.9,8.0,500.02591500000005 +2010-01-04 09:30:00,52,2.3,9.0,511.5693214 +2010-01-04 10:30:00,64,2.5,8.0,522.1802521000002 +2010-01-04 11:30:00,65,2.3,8.0,526.7461677 +2010-01-04 12:30:00,53,2.0,8.0,521.7392784 +2010-01-04 13:30:00,31,2.4,7.0,512.7176906000002 +2010-01-04 14:30:00,5,2.7,8.0,509.6722157 +2010-01-04 15:30:00,0,3.2,5.0,507.2927948 +2010-01-04 16:30:00,0,4.3,7.0,518.188521 +2010-01-04 17:30:00,0,4.7,6.0,510.9400152 +2010-01-04 18:30:00,0,4.7,5.0,495.7815428 +2010-01-04 19:30:00,0,4.3,7.0,466.746178 +2010-01-04 20:30:00,0,4.0,6.0,457.0585361 +2010-01-04 21:30:00,0,4.7,8.0,441.3075052 +2010-01-04 22:30:00,0,4.0,6.0,411.3029168 +2010-01-04 23:30:00,0,3.6,7.0,392.4696633 +2010-01-05 00:30:00,0,3.4,4.0,376.0801392 +2010-01-05 01:30:00,0,3.4,5.0,366.9712753 +2010-01-05 02:30:00,0,3.3,5.0,363.7925896 +2010-01-05 03:30:00,0,3.5,6.0,366.8977797 +2010-01-05 04:30:00,0,3.7,6.0,364.9409587 +2010-01-05 05:30:00,0,3.7,8.0,363.043853 +2010-01-05 06:30:00,0,4.0,8.0,373.6639706 +2010-01-05 07:30:00,3,4.2,8.0,399.4701214 +2010-01-05 08:30:00,29,4.1,10.0,419.663044 +2010-01-05 09:30:00,52,3.4,11.0,437.0998808 +2010-01-05 10:30:00,65,3.6,10.0,446.530288 +2010-01-05 11:30:00,65,3.5,10.0,446.3098011 +2010-01-05 12:30:00,54,4.0,8.0,445.8320795 +2010-01-05 13:30:00,32,4.7,8.0,438.5284519 +2010-01-05 14:30:00,5,5.6,10.0,435.7172443 +2010-01-05 15:30:00,0,6.2,9.0,442.1756723 +2010-01-05 16:30:00,0,6.7,9.0,459.56657419999993 +2010-01-05 17:30:00,0,7.2,10.0,462.80956860000015 +2010-01-05 18:30:00,0,7.7,8.0,456.0617517 +2010-01-05 19:30:00,0,7.9,9.0,438.9740192 +2010-01-05 20:30:00,0,7.6,6.0,423.2275818 +2010-01-05 21:30:00,0,7.5,5.0,416.847243 +2010-01-05 22:30:00,0,7.8,4.0,394.5505081 +2010-01-05 23:30:00,0,7.6,7.0,369.6308982 +2010-01-06 00:30:00,0,8.2,7.0,355.1155126 +2010-01-06 01:30:00,0,8.1,7.0,353.00251339999994 +2010-01-06 02:30:00,0,8.2,8.0,350.7149621000001 +2010-01-06 03:30:00,0,8.0,8.0,350.3888253 +2010-01-06 04:30:00,0,7.1,7.0,347.5730242 +2010-01-06 05:30:00,0,4.1,7.0,342.7820282 +2010-01-06 06:30:00,0,3.6,6.0,347.3249764 +2010-01-06 07:30:00,3,3.7,6.0,365.6299802 +2010-01-06 08:30:00,29,3.7,3.0,389.304758 +2010-01-06 09:30:00,100,3.7,4.0,408.046142 +2010-01-06 10:30:00,123,4.0,5.0,430.51283550000005 +2010-01-06 11:30:00,126,4.3,4.0,439.8467797 +2010-01-06 12:30:00,104,4.5,4.0,431.3212873 +2010-01-06 13:30:00,33,4.4,5.0,425.1246876 +2010-01-06 14:30:00,5,4.2,5.0,423.6409947 +2010-01-06 15:30:00,0,4.2,4.0,436.0296007 +2010-01-06 16:30:00,0,3.9,4.0,460.3015305 +2010-01-06 17:30:00,0,3.7,4.0,469.773279 +2010-01-06 18:30:00,0,3.7,3.0,463.7879791 +2010-01-06 19:30:00,0,3.7,4.0,446.9942291 +2010-01-06 20:30:00,0,3.7,3.0,437.6465045 +2010-01-06 21:30:00,0,3.4,3.0,433.1357106 +2010-01-06 22:30:00,0,3.3,2.0,405.7264364 +2010-01-06 23:30:00,0,3.1,3.0,383.8339275 +2010-01-07 00:30:00,0,2.7,3.0,368.0231815 +2010-01-07 01:30:00,0,2.7,3.0,368.4549682 +2010-01-07 02:30:00,0,2.4,4.0,370.3015458 +2010-01-07 03:30:00,0,2.4,2.0,381.6428392 +2010-01-07 04:30:00,0,2.5,2.0,409.6400784 +2010-01-07 05:30:00,0,2.0,3.0,479.0015732 +2010-01-07 06:30:00,0,1.9,3.0,536.6313291 +2010-01-07 07:30:00,6,2.2,4.0,559.6124919 +2010-01-07 08:30:00,56,2.3,5.0,560.1407417 +2010-01-07 09:30:00,183,2.8,6.0,565.3175897000001 +2010-01-07 10:30:00,217,3.6,7.0,575.5151075 +2010-01-07 11:30:00,170,3.3,7.0,575.799903 +2010-01-07 12:30:00,182,3.3,6.0,579.9340319 +2010-01-07 13:30:00,100,3.3,5.0,576.4567702 +2010-01-07 14:30:00,16,3.5,5.0,570.4025682 +2010-01-07 15:30:00,0,3.2,5.0,574.1324711 +2010-01-07 16:30:00,0,2.4,4.0,590.4944343 +2010-01-07 17:30:00,0,2.6,4.0,591.0640254 +2010-01-07 18:30:00,0,2.3,3.0,574.0038537 +2010-01-07 19:30:00,0,1.8,3.0,539.0199369 +2010-01-07 20:30:00,0,2.1,3.0,516.8977541999999 +2010-01-07 21:30:00,0,2.0,4.0,486.16280300000005 +2010-01-07 22:30:00,0,1.9,2.0,441.7760398 +2010-01-07 23:30:00,0,1.8,2.0,415.8504586 +2010-01-08 00:30:00,0,1.8,2.0,401.3029185 +2010-01-08 01:30:00,0,1.6,1.0,400.3566624 +2010-01-08 02:30:00,0,0.8,2.0,405.2257475 +2010-01-08 03:30:00,0,0.1,1.0,410.880317 +2010-01-08 04:30:00,0,-0.9,1.0,430.12239000000005 +2010-01-08 05:30:00,0,-2.1,0.0,494.0176478 +2010-01-08 06:30:00,0,-0.6,2.0,544.8260911 +2010-01-08 07:30:00,11,-0.5,2.0,560.6506176 +2010-01-08 08:30:00,76,-0.6,1.0,562.6901212 +2010-01-08 09:30:00,53,-1.2,2.0,572.4099173999998 +2010-01-08 10:30:00,66,-1.0,3.0,593.8247048 +2010-01-08 11:30:00,128,-0.6,3.0,597.9955813999999 +2010-01-08 12:30:00,56,-0.6,2.0,596.420019 +2010-01-08 13:30:00,87,-0.2,2.0,586.838027 +2010-01-08 14:30:00,12,0.0,2.0,583.5261305 +2010-01-08 15:30:00,0,0.0,2.0,580.3336642999999 +2010-01-08 16:30:00,0,-0.4,2.0,596.1444104 +2010-01-08 17:30:00,0,-1.0,2.0,597.2284708 +2010-01-08 18:30:00,0,-0.4,3.0,581.1421162 +2010-01-08 19:30:00,0,-0.1,3.0,550.3704173 +2010-01-08 20:30:00,0,-0.2,2.0,527.0401502000002 +2010-01-08 21:30:00,0,0.2,3.0,494.9271562 +2010-01-08 22:30:00,0,0.4,3.0,453.0943659 +2010-01-08 23:30:00,0,0.3,2.0,419.49308539999987 +2010-01-09 00:30:00,0,0.5,2.0,407.4995183 +2010-01-09 01:30:00,0,0.5,3.0,402.9336027 +2010-01-09 02:30:00,0,0.6,2.0,406.6635056 +2010-01-09 03:30:00,0,0.8,2.0,414.8169264 +2010-01-09 04:30:00,0,0.5,2.0,436.176592 +2010-01-09 05:30:00,0,0.5,2.0,502.5293597 +2010-01-09 06:30:00,0,0.6,3.0,561.0089088 +2010-01-09 07:30:00,3,0.6,4.0,591.8403228999998 +2010-01-09 08:30:00,30,0.7,2.0,588.4044025000002 +2010-01-09 09:30:00,102,1.0,3.0,596.5210754 +2010-01-09 10:30:00,127,1.2,4.0,607.1503799999998 +2010-01-09 11:30:00,129,1.7,4.0,607.6281016 +2010-01-09 12:30:00,107,1.6,3.0,607.8991167 +2010-01-09 13:30:00,66,2.1,3.0,600.7884151000002 +2010-01-09 14:30:00,14,1.9,3.0,597.1549752000002 +2010-01-09 15:30:00,0,1.1,2.0,597.788875 +2010-01-09 16:30:00,0,0.7,2.0,612.0653999 +2010-01-09 17:30:00,0,0.5,3.0,610.2142288 +2010-01-09 18:30:00,0,0.4,2.0,595.1705933999998 +2010-01-09 19:30:00,0,0.4,2.0,563.1816232000001 +2010-01-09 20:30:00,0,0.3,3.0,533.9854866999998 +2010-01-09 21:30:00,0,-0.2,3.0,499.3644544 +2010-01-09 22:30:00,0,-0.4,3.0,458.6524724 +2010-01-09 23:30:00,0,-0.9,2.0,424.71127469999993 +2010-01-10 00:30:00,0,-1.1,4.0,412.8692923 +2010-01-10 01:30:00,0,-1.6,4.0,408.9143091 +2010-01-10 02:30:00,0,-1.3,4.0,416.3511475 +2010-01-10 03:30:00,0,-1.7,4.0,421.1421435 +2010-01-10 04:30:00,0,-1.6,5.0,438.4090216 +2010-01-10 05:30:00,0,-1.6,4.0,503.1540725 +2010-01-10 06:30:00,0,-1.8,3.0,556.8196582 +2010-01-10 07:30:00,7,-1.7,3.0,583.7558042999998 +2010-01-10 08:30:00,31,-1.5,3.0,585.0970994 +2010-01-10 09:30:00,54,-1.1,5.0,586.5945727999998 +2010-01-10 10:30:00,68,-0.8,6.0,592.1343053999999 +2010-01-10 11:30:00,69,-0.7,4.0,588.4916786 +2010-01-10 12:30:00,58,-0.8,4.0,590.3290692 +2010-01-10 13:30:00,36,-0.9,5.0,587.6648528 +2010-01-10 14:30:00,8,-0.9,5.0,584.4586062000002 +2010-01-10 15:30:00,0,-0.7,6.0,577.7842849 +2010-01-10 16:30:00,0,-0.6,3.0,590.6000842999998 +2010-01-10 17:30:00,0,-0.4,4.0,589.189887 +2010-01-10 18:30:00,0,-0.1,4.0,579.6676102000001 +2010-01-10 19:30:00,0,-0.1,4.0,553.9028007000002 +2010-01-10 20:30:00,0,0.1,4.0,529.7824557 +2010-01-10 21:30:00,0,0.2,4.0,496.5073121 +2010-01-10 22:30:00,0,0.4,3.0,449.8789323 +2010-01-10 23:30:00,0,0.3,2.0,430.0305205 +2010-01-11 00:30:00,0,0.1,3.0,414.2657092 +2010-01-11 01:30:00,0,-0.2,3.0,410.1407673 +2010-01-11 02:30:00,0,-0.2,5.0,416.7645604 +2010-01-11 03:30:00,0,-0.2,5.0,421.8173845 +2010-01-11 04:30:00,0,-0.3,6.0,443.3286349 +2010-01-11 05:30:00,0,-0.3,6.0,503.8660614 +2010-01-11 06:30:00,0,-0.3,5.0,554.2381245 +2010-01-11 07:30:00,4,-0.4,5.0,576.87937 +2010-01-11 08:30:00,31,-0.6,7.0,572.3777631 +2010-01-11 09:30:00,55,-0.6,6.0,573.9533255 +2010-01-11 10:30:00,68,-0.7,6.0,583.5307240000002 +2010-01-11 11:30:00,70,-0.8,5.0,585.6850644 +2010-01-11 12:30:00,58,-0.9,4.0,578.2895672999998 +2010-01-11 13:30:00,37,-0.8,5.0,568.3768451000002 +2010-01-11 14:30:00,16,-0.9,5.0,564.3024313999998 +2010-01-11 15:30:00,0,-1.0,5.0,564.6790965 +2010-01-11 16:30:00,0,-1.2,6.0,581.6106507999998 +2010-01-11 17:30:00,0,-1.3,5.0,579.7181385 +2010-01-11 18:30:00,0,-1.8,4.0,565.7080352 +2010-01-11 19:30:00,0,-2.1,6.0,539.5849344999998 +2010-01-11 20:30:00,0,-3.0,3.0,521.9413913 +2010-01-11 21:30:00,0,-3.4,1.0,495.5289016 +2010-01-11 22:30:00,0,-3.6,5.0,463.23216839999986 +2010-01-11 23:30:00,0,-3.8,4.0,438.9602387 +2010-01-12 00:30:00,0,-4.0,2.0,422.5982755 +2010-01-12 01:30:00,0,-3.7,2.0,412.3961642 +2010-01-12 02:30:00,0,-3.5,4.0,409.0337395 +2010-01-12 03:30:00,0,-3.0,9.0,406.9574881 +2010-01-12 04:30:00,0,-3.2,6.0,402.8371397 +2010-01-12 05:30:00,0,-2.7,4.0,404.3805478 +2010-01-12 06:30:00,0,-2.8,4.0,429.2817838 +2010-01-12 07:30:00,14,-2.8,7.0,466.6129671 +2010-01-12 08:30:00,60,-1.9,6.0,482.2032263 +2010-01-12 09:30:00,197,-1.4,6.0,494.1876064 +2010-01-12 10:30:00,246,-0.8,5.0,497.6281203 +2010-01-12 11:30:00,251,-0.7,6.0,496.7829206 +2010-01-12 12:30:00,212,-0.6,6.0,489.47010610000007 +2010-01-12 13:30:00,132,-0.7,5.0,477.9818214 +2010-01-12 14:30:00,33,-0.7,3.0,480.15912930000013 +2010-01-12 15:30:00,0,-1.1,4.0,485.1154904 +2010-01-12 16:30:00,0,-1.6,5.0,512.3134646000002 +2010-01-12 17:30:00,0,-1.6,5.0,517.8072625 +2010-01-12 18:30:00,0,-1.9,4.0,507.2330796 +2010-01-12 19:30:00,0,-1.9,3.0,485.3497577 +2010-01-12 20:30:00,0,-2.0,4.0,477.9221062 +2010-01-12 21:30:00,0,-2.2,6.0,464.5642766 +2010-01-12 22:30:00,0,-3.0,5.0,439.3047495 +2010-01-12 23:30:00,0,-2.5,7.0,426.2776502 +2010-01-13 00:30:00,0,-3.0,8.0,404.1600609 +2010-01-13 01:30:00,0,-4.9,7.0,397.9726481 +2010-01-13 02:30:00,0,-5.0,5.0,391.6198701 +2010-01-13 03:30:00,0,-5.4,5.0,388.5284605 +2010-01-13 04:30:00,0,-5.3,7.0,380.7930461 +2010-01-13 05:30:00,0,-5.6,4.0,372.8187709 +2010-01-13 06:30:00,0,-5.6,5.0,376.2684717 +2010-01-13 07:30:00,16,-5.7,6.0,385.979081 +2010-01-13 08:30:00,116,-5.4,6.0,411.3029168 +2010-01-13 09:30:00,201,-4.4,4.0,431.0181179 +2010-01-13 10:30:00,249,-3.7,5.0,451.2386014 +2010-01-13 11:30:00,252,-3.0,4.0,462.9887142 +2010-01-13 12:30:00,213,-2.2,4.0,454.37594580000007 +2010-01-13 13:30:00,136,-1.9,4.0,442.1205505 +2010-01-13 14:30:00,34,-2.0,5.0,444.7388321 +2010-01-13 15:30:00,0,-2.7,5.0,453.3607875 +2010-01-13 16:30:00,0,-3.4,6.0,489.2450257 +2010-01-13 17:30:00,0,-3.4,8.0,503.4067137 +2010-01-13 18:30:00,0,-4.0,7.0,498.078281 +2010-01-13 19:30:00,0,-4.0,5.0,479.7043751 +2010-01-13 20:30:00,0,-3.7,7.0,470.3382766 +2010-01-13 21:30:00,0,-4.3,7.0,464.683707 +2010-01-13 22:30:00,0,-4.6,5.0,439.3460908 +2010-01-13 23:30:00,0,-4.1,6.0,415.6942804 +2010-01-14 00:30:00,0,-4.0,3.0,402.9198223 +2010-01-14 01:30:00,0,-4.4,4.0,401.99194 +2010-01-14 02:30:00,0,-4.3,6.0,406.3098079 +2010-01-14 03:30:00,0,-4.4,6.0,415.5289152 +2010-01-14 04:30:00,0,-4.3,7.0,444.1003389 +2010-01-14 05:30:00,0,-3.3,8.0,512.6212276 +2010-01-14 06:30:00,0,-2.6,7.0,569.2955404 +2010-01-14 07:30:00,16,-2.7,4.0,594.2335242 +2010-01-14 08:30:00,117,-2.6,3.0,597.0033905 +2010-01-14 09:30:00,201,-1.8,3.0,606.3786759999998 +2010-01-14 10:30:00,250,-1.4,4.0,610.2647571 +2010-01-14 11:30:00,255,-1.2,4.0,608.6386664 +2010-01-14 12:30:00,218,-0.9,5.0,606.7507476 +2010-01-14 13:30:00,140,-0.4,4.0,598.6800093999999 +2010-01-14 14:30:00,37,-1.1,5.0,597.2698121000002 +2010-01-14 15:30:00,0,-2.2,5.0,588.3309069000002 +2010-01-14 16:30:00,0,-3.1,5.0,611.0502415 +2010-01-14 17:30:00,0,-3.9,6.0,612.4420649 +2010-01-14 18:30:00,0,-4.2,7.0,600.1407349 +2010-01-14 19:30:00,0,-4.8,5.0,574.2656819 +2010-01-14 20:30:00,0,-5.2,3.0,558.3860337 +2010-01-14 21:30:00,0,-5.8,3.0,537.3892527 +2010-01-14 22:30:00,0,-5.9,5.0,502.667164 +2010-01-14 23:30:00,0,-5.9,4.0,477.1412152 +2010-01-15 00:30:00,0,-6.6,3.0,455.6850866 +2010-01-15 01:30:00,0,-6.3,3.0,450.6919777 +2010-01-15 02:30:00,0,-5.9,2.0,443.6180239 +2010-01-15 03:30:00,0,-6.1,3.0,448.5789785 +2010-01-15 04:30:00,0,-5.7,6.0,471.5004261 +2010-01-15 05:30:00,0,-5.7,5.0,530.8986705 +2010-01-15 06:30:00,0,-5.5,5.0,578.8224106 +2010-01-15 07:30:00,18,-5.6,5.0,596.2592473 +2010-01-15 08:30:00,120,-5.3,6.0,597.8623706000002 +2010-01-15 09:30:00,206,-4.4,4.0,607.6281016 +2010-01-15 10:30:00,255,-3.2,5.0,615.2624595 +2010-01-15 11:30:00,260,-1.9,4.0,616.1214396 +2010-01-15 12:30:00,222,-1.7,4.0,613.8614492 +2010-01-15 13:30:00,143,-1.2,4.0,605.0925026000001 +2010-01-15 14:30:00,40,-1.5,5.0,601.0869911 +2010-01-15 15:30:00,0,-2.2,3.0,593.7649896 +2010-01-15 16:30:00,0,-3.0,3.0,611.6749543999998 +2010-01-15 17:30:00,0,-3.6,3.0,611.6703609 +2010-01-15 18:30:00,0,-4.1,4.0,598.9739919 +2010-01-15 19:30:00,0,-4.5,5.0,575.4829532000001 +2010-01-15 20:30:00,0,-4.5,5.0,555.2808436 +2010-01-15 21:30:00,0,-4.8,4.0,534.2059735 +2010-01-15 22:30:00,0,-5.0,5.0,497.3892595 +2010-01-15 23:30:00,0,-5.1,5.0,472.80038 +2010-01-16 00:30:00,0,-5.1,5.0,454.5413109 +2010-01-16 01:30:00,0,-5.4,5.0,446.3695163 +2010-01-16 02:30:00,0,-5.9,3.0,446.9391074 +2010-01-16 03:30:00,0,-6.0,4.0,453.4205027 +2010-01-16 04:30:00,0,-6.1,4.0,471.8816847 +2010-01-16 05:30:00,0,-6.4,3.0,530.5449728 +2010-01-16 06:30:00,0,-6.4,4.0,578.5835498 +2010-01-16 07:30:00,19,-6.7,4.0,592.1251185 +2010-01-16 08:30:00,122,-5.3,5.0,593.8982004 +2010-01-16 09:30:00,209,-4.8,7.0,602.1388972 +2010-01-16 10:30:00,258,-3.9,7.0,610.5771135 +2010-01-16 11:30:00,264,-3.7,6.0,611.5922717999998 +2010-01-16 12:30:00,225,-2.9,5.0,609.6538247000002 +2010-01-16 13:30:00,146,-3.0,4.0,603.1035272 +2010-01-16 14:30:00,42,-3.5,4.0,598.3722465 +2010-01-16 15:30:00,0,-4.2,3.0,593.2413332 +2010-01-16 16:30:00,0,-5.0,3.0,613.1035254999998 +2010-01-16 17:30:00,0,-6.2,2.0,617.4902956 +2010-01-16 18:30:00,0,-6.2,2.0,607.0768843999998 +2010-01-16 19:30:00,0,-6.9,3.0,580.1958599999998 +2010-01-16 20:30:00,0,-7.1,2.0,562.0102867 +2010-01-16 21:30:00,0,-7.3,3.0,542.4742312000002 +2010-01-16 22:30:00,0,-7.0,4.0,507.063121 +2010-01-16 23:30:00,0,-7.0,3.0,475.4554094 +2010-01-17 00:30:00,0,-7.2,3.0,459.3736482 +2010-01-17 01:30:00,0,-7.6,2.0,449.7916563 +2010-01-17 02:30:00,0,-7.9,3.0,448.4733285 +2010-01-17 03:30:00,0,-8.3,2.0,448.8913349 +2010-01-17 04:30:00,0,-8.7,3.0,466.8931692 +2010-01-17 05:30:00,0,-8.8,3.0,530.2923316 +2010-01-17 06:30:00,0,-9.0,3.0,581.8954463 +2010-01-17 07:30:00,20,-9.0,3.0,595.331365 +2010-01-17 08:30:00,105,-8.1,3.0,590.1774843999998 +2010-01-17 09:30:00,205,-6.9,4.0,590.6414256 +2010-01-17 10:30:00,259,-5.8,4.0,603.6455575 +2010-01-17 11:30:00,265,-4.8,5.0,603.5628749 +2010-01-17 12:30:00,227,-4.2,5.0,602.2032059 +2010-01-17 13:30:00,151,-3.4,4.0,597.0814796 +2010-01-17 14:30:00,46,-3.3,3.0,591.9551597999998 +2010-01-17 15:30:00,0,-4.0,3.0,585.2119364 +2010-01-17 16:30:00,0,-4.9,3.0,604.2610833 +2010-01-17 17:30:00,0,-4.9,2.0,609.8237833 +2010-01-17 18:30:00,0,-5.4,2.0,597.0631057 +2010-01-17 19:30:00,0,-4.9,2.0,572.7498347 +2010-01-17 20:30:00,0,-4.9,3.0,554.5688547999998 +2010-01-17 21:30:00,0,-4.5,2.0,533.6639433 +2010-01-17 22:30:00,0,-4.3,3.0,493.4342763 +2010-01-17 23:30:00,0,-3.5,1.0,466.9482909 +2010-01-18 00:30:00,0,-3.2,3.0,453.1219267 +2010-01-18 01:30:00,0,-2.6,4.0,448.9786109 +2010-01-18 02:30:00,0,-2.6,3.0,446.4843532 +2010-01-18 03:30:00,0,-2.7,3.0,449.6584454 +2010-01-18 04:30:00,0,-2.8,3.0,470.7562829 +2010-01-18 05:30:00,0,-2.7,5.0,530.402575 +2010-01-18 06:30:00,0,-2.6,5.0,575.7355944 +2010-01-18 07:30:00,6,-2.4,5.0,590.269354 +2010-01-18 08:30:00,35,-2.3,5.0,598.4411486 +2010-01-18 09:30:00,114,-1.7,5.0,600.8021955 +2010-01-18 10:30:00,244,-1.3,5.0,598.1241987000002 +2010-01-18 11:30:00,262,-1.2,5.0,594.9638869 +2010-01-18 12:30:00,195,0.4,4.0,584.9501082 +2010-01-18 13:30:00,110,0.1,4.0,576.3419332999998 +2010-01-18 14:30:00,26,-0.7,3.0,570.6919572 +2010-01-18 15:30:00,0,-0.7,5.0,566.2546589 +2010-01-18 16:30:00,0,-1.3,5.0,585.5518536000002 +2010-01-18 17:30:00,0,-1.2,4.0,587.5408289 +2010-01-18 18:30:00,0,-1.5,4.0,572.3364217999998 +2010-01-18 19:30:00,0,-1.9,3.0,543.8384937000002 +2010-01-18 20:30:00,0,-2.3,4.0,530.7654596 +2010-01-18 21:30:00,0,-2.7,4.0,512.0057017 +2010-01-18 22:30:00,0,-3.0,2.0,477.6419042 +2010-01-18 23:30:00,0,-2.8,2.0,433.4848148 +2010-01-19 00:30:00,0,-2.9,1.0,414.2105875 +2010-01-19 01:30:00,0,-2.8,2.0,404.0681914 +2010-01-19 02:30:00,0,-2.8,1.0,398.2390697 +2010-01-19 03:30:00,0,-2.9,3.0,401.3810077 +2010-01-19 04:30:00,0,-3.2,1.0,408.3125637 +2010-01-19 05:30:00,0,-3.3,1.0,417.1504124 +2010-01-19 06:30:00,0,-2.9,1.0,444.9914733 +2010-01-19 07:30:00,22,-3.0,1.0,482.2216002 +2010-01-19 08:30:00,129,-2.7,2.0,502.281312 +2010-01-19 09:30:00,155,-2.1,1.0,517.6373039 +2010-01-19 10:30:00,142,-1.5,3.0,523.1862235 +2010-01-19 11:30:00,145,-1.5,2.0,518.5146579 +2010-01-19 12:30:00,125,-0.9,2.0,507.9864098000001 +2010-01-19 13:30:00,113,-0.4,2.0,499.2955523 +2010-01-19 14:30:00,28,-0.5,2.0,499.1531545 +2010-01-19 15:30:00,0,-0.7,1.0,499.4057957 +2010-01-19 16:30:00,0,-1.3,2.0,528.7718909 +2010-01-19 17:30:00,0,-1.7,2.0,530.3382663 +2010-01-19 18:30:00,0,-1.9,1.0,514.3621551 +2010-01-19 19:30:00,0,-1.9,1.0,488.4365739 +2010-01-19 20:30:00,0,-2.2,1.0,472.5155844 +2010-01-19 21:30:00,0,-2.2,1.0,458.9143006 +2010-01-19 22:30:00,0,-2.3,2.0,440.48527289999987 +2010-01-19 23:30:00,0,-2.4,1.0,433.74664289999987 +2010-01-20 00:30:00,0,-2.5,2.0,421.0089326 +2010-01-20 01:30:00,0,-2.5,1.0,412.1251491 +2010-01-20 02:30:00,0,-2.6,2.0,406.3144014 +2010-01-20 03:30:00,0,-2.7,1.0,401.2615773 +2010-01-20 04:30:00,0,-2.6,0.0,394.867458 +2010-01-20 05:30:00,0,-2.4,1.0,390.3474771 +2010-01-20 06:30:00,0,-2.6,2.0,396.2822488 +2010-01-20 07:30:00,7,-2.8,2.0,413.9257919 +2010-01-20 08:30:00,37,-2.5,1.0,434.7709882 +2010-01-20 09:30:00,62,-2.5,3.0,453.9809068 +2010-01-20 10:30:00,76,-2.4,3.0,472.62123439999993 +2010-01-20 11:30:00,78,-2.0,3.0,482.9565564 +2010-01-20 12:30:00,67,-1.7,2.0,474.6148032 +2010-01-20 13:30:00,45,-1.3,2.0,465.60699580000005 +2010-01-20 14:30:00,16,-1.5,2.0,463.314851 +2010-01-20 15:30:00,0,-1.5,2.0,467.6189385 +2010-01-20 16:30:00,0,-1.9,2.0,497.6097464 +2010-01-20 17:30:00,0,-1.9,1.0,514.2151639 +2010-01-20 18:30:00,0,-2.2,1.0,502.9014313 +2010-01-20 19:30:00,0,-2.0,1.0,487.040157 +2010-01-20 20:30:00,0,-2.0,1.0,483.5812692 +2010-01-20 21:30:00,0,-2.1,2.0,483.3607824 +2010-01-20 22:30:00,0,-2.6,2.0,463.9165964 +2010-01-20 23:30:00,0,-2.9,3.0,438.0047956 +2010-01-21 00:30:00,0,-2.9,3.0,426.87480210000007 +2010-01-21 01:30:00,0,-3.0,3.0,421.5004346 +2010-01-21 02:30:00,0,-3.1,2.0,418.5606097 +2010-01-21 03:30:00,0,-3.2,3.0,429.14857300000006 +2010-01-21 04:30:00,0,-3.3,2.0,449.3598695 +2010-01-21 05:30:00,0,-3.7,2.0,509.8054265 +2010-01-21 06:30:00,0,-3.9,1.0,559.2771682 +2010-01-21 07:30:00,8,-4.3,1.0,579.2771647000002 +2010-01-21 08:30:00,38,-4.7,1.0,581.9827224 +2010-01-21 09:30:00,63,-4.9,2.0,585.4829515 +2010-01-21 10:30:00,77,-4.8,2.0,591.5279665 +2010-01-21 11:30:00,79,-4.6,4.0,593.9671025 +2010-01-21 12:30:00,129,-4.3,4.0,592.9197899000002 +2010-01-21 13:30:00,46,-4.5,5.0,586.6221336 +2010-01-21 14:30:00,17,-4.4,6.0,581.1053684 +2010-01-21 15:30:00,0,-4.8,5.0,575.3497424 +2010-01-21 16:30:00,0,-4.8,6.0,591.5922752 +2010-01-21 17:30:00,0,-4.7,7.0,598.2344422 +2010-01-21 18:30:00,0,-4.4,6.0,589.7227303 +2010-01-21 19:30:00,0,-4.0,7.0,559.0107465 +2010-01-21 20:30:00,0,-3.6,8.0,543.967111 +2010-01-21 21:30:00,0,-3.3,10.0,516.2730414 +2010-01-21 22:30:00,0,-3.0,9.0,481.2477832 +2010-01-21 23:30:00,0,-2.9,8.0,452.285914 +2010-01-22 00:30:00,0,-2.6,9.0,438.7994671 +2010-01-22 01:30:00,0,-2.0,9.0,433.8568864 +2010-01-22 02:30:00,0,-1.4,8.0,434.4724122 +2010-01-22 03:30:00,0,-0.9,6.0,439.3139364 +2010-01-22 04:30:00,0,-0.6,4.0,463.8568812 +2010-01-22 05:30:00,0,-0.4,3.0,521.9873261 +2010-01-22 06:30:00,0,-0.2,2.0,571.4039461 +2010-01-22 07:30:00,8,0.1,2.0,587.14579 +2010-01-22 08:30:00,39,0.3,1.0,597.4535512 +2010-01-22 09:30:00,64,0.7,2.0,610.2096353999998 +2010-01-22 10:30:00,78,0.7,2.0,614.4034793999998 +2010-01-22 11:30:00,80,1.0,2.0,616.819648 +2010-01-22 12:30:00,70,1.5,2.0,614.2335207 +2010-01-22 13:30:00,48,1.4,3.0,608.7902511 +2010-01-22 14:30:00,18,1.6,2.0,602.0699950000002 +2010-01-22 15:30:00,0,1.8,6.0,592.5339379 +2010-01-22 16:30:00,0,1.4,5.0,595.1338455 +2010-01-22 17:30:00,0,1.1,6.0,597.1136339 +2010-01-22 18:30:00,0,1.6,7.0,589.681389 +2010-01-22 19:30:00,0,1.4,5.0,561.7300845999998 +2010-01-22 20:30:00,0,1.6,5.0,537.8761612000002 +2010-01-22 21:30:00,0,1.3,3.0,513.2643143 +2010-01-22 22:30:00,0,1.8,5.0,483.47102580000006 +2010-01-22 23:30:00,0,1.5,5.0,453.3699744 +2010-01-23 00:30:00,0,1.4,7.0,439.3598712 +2010-01-23 01:30:00,0,2.0,4.0,431.973561 +2010-01-23 02:30:00,0,2.1,3.0,430.15913780000005 +2010-01-23 03:30:00,0,2.4,5.0,434.9822881 +2010-01-23 04:30:00,0,2.1,3.0,461.6244517 +2010-01-23 05:30:00,0,2.3,4.0,524.0222362 +2010-01-23 06:30:00,0,2.7,4.0,570.6689898 +2010-01-23 07:30:00,9,3.1,4.0,583.5582847999998 +2010-01-23 08:30:00,40,3.6,5.0,578.4916803 +2010-01-23 09:30:00,65,3.4,5.0,582.7176786 +2010-01-23 10:30:00,79,3.6,4.0,591.7989816 +2010-01-23 11:30:00,81,3.7,5.0,592.6901161000002 +2010-01-23 12:30:00,134,3.9,4.0,590.5863038 +2010-01-23 13:30:00,92,4.1,5.0,583.1035306 +2010-01-23 14:30:00,35,4.0,5.0,580.4668752 +2010-01-23 15:30:00,0,3.7,4.0,570.9767527 +2010-01-23 16:30:00,0,3.4,7.0,584.5091345 +2010-01-23 17:30:00,0,3.5,7.0,595.6529084 +2010-01-23 18:30:00,0,3.9,9.0,584.890393 +2010-01-23 19:30:00,0,4.0,9.0,556.5853909 +2010-01-23 20:30:00,0,4.4,9.0,538.0093721 +2010-01-23 21:30:00,0,4.8,8.0,518.390634 +2010-01-23 22:30:00,0,4.8,8.0,488.65246730000007 +2010-01-23 23:30:00,0,5.1,5.0,465.0006569 +2010-01-24 00:30:00,0,5.4,6.0,447.9680461 +2010-01-24 01:30:00,0,5.5,7.0,445.152245 +2010-01-24 02:30:00,0,5.5,9.0,443.2229849 +2010-01-24 03:30:00,0,5.1,5.0,449.6262911 +2010-01-24 04:30:00,0,4.9,3.0,483.8752517 +2010-01-24 05:30:00,0,5.2,5.0,541.7898032 +2010-01-24 06:30:00,0,5.5,6.0,587.0493269 +2010-01-24 07:30:00,9,6.3,7.0,600.912439 +2010-01-24 08:30:00,40,7.1,7.0,603.6179966 +2010-01-24 09:30:00,66,7.1,7.0,607.8118406000001 +2010-01-24 10:30:00,80,7.0,6.0,613.2367364 +2010-01-24 11:30:00,82,6.7,4.0,622.2629176 +2010-01-24 12:30:00,72,6.9,6.0,624.1600234 +2010-01-24 13:30:00,50,5.9,5.0,616.7461524 +2010-01-24 14:30:00,20,5.4,2.0,606.1398152 +2010-01-24 15:30:00,0,5.6,3.0,600.315287 +2010-01-24 16:30:00,0,5.5,3.0,621.601457 +2010-01-24 17:30:00,0,5.1,4.0,624.5826232999998 +2010-01-24 18:30:00,0,4.9,4.0,612.336415 +2010-01-24 19:30:00,0,4.4,4.0,582.3777614 +2010-01-24 20:30:00,0,3.9,4.0,564.4448292000002 +2010-01-24 21:30:00,0,3.5,4.0,545.9974276 +2010-01-24 22:30:00,0,3.2,4.0,519.1255902 +2010-01-24 23:30:00,0,2.6,3.0,489.07047360000007 +2010-01-25 00:30:00,0,2.3,2.0,471.3580283 +2010-01-25 01:30:00,0,1.8,3.0,464.3208224 +2010-01-25 02:30:00,0,1.2,3.0,462.3685949 +2010-01-25 03:30:00,0,1.1,5.0,468.7029989 +2010-01-25 04:30:00,0,1.0,4.0,484.9133774 +2010-01-25 05:30:00,0,1.7,5.0,537.7337635 +2010-01-25 06:30:00,0,1.9,6.0,588.2114765 +2010-01-25 07:30:00,10,2.4,5.0,605.1797786000002 +2010-01-25 08:30:00,41,2.8,4.0,609.1255749 +2010-01-25 09:30:00,126,3.0,4.0,612.336415 +2010-01-25 10:30:00,154,4.4,7.0,615.3405486 +2010-01-25 11:30:00,159,5.1,7.0,619.8651229 +2010-01-25 12:30:00,139,5.0,7.0,611.4682478999998 +2010-01-25 13:30:00,51,4.6,5.0,605.7126218999998 +2010-01-25 14:30:00,21,4.4,4.0,601.8311342999998 +2010-01-25 15:30:00,0,4.1,4.0,588.2298503999998 +2010-01-25 16:30:00,0,4.1,5.0,590.751669 +2010-01-25 17:30:00,0,3.5,6.0,589.8145998 +2010-01-25 18:30:00,0,3.0,5.0,580.3290709 +2010-01-25 19:30:00,0,2.9,4.0,556.7737235000002 +2010-01-25 20:30:00,0,2.7,4.0,549.828387 +2010-01-25 21:30:00,0,2.7,4.0,536.9988072000001 +2010-01-25 22:30:00,0,2.3,4.0,511.4223302 +2010-01-25 23:30:00,0,2.0,5.0,477.6097498 +2010-01-26 00:30:00,0,1.7,4.0,463.1035511 +2010-01-26 01:30:00,0,1.8,4.0,453.8752569 +2010-01-26 02:30:00,0,2.1,4.0,448.082883 +2010-01-26 03:30:00,0,1.9,3.0,442.45128089999986 +2010-01-26 04:30:00,0,1.9,4.0,437.3571154 +2010-01-26 05:30:00,0,1.7,6.0,433.0851823 +2010-01-26 06:30:00,0,1.3,4.0,449.43336510000006 +2010-01-26 07:30:00,11,1.5,5.0,475.4921572 +2010-01-26 08:30:00,42,1.5,5.0,504.1141091 +2010-01-26 09:30:00,68,1.6,6.0,518.3079514 +2010-01-26 10:30:00,82,1.8,6.0,521.4407024000002 +2010-01-26 11:30:00,85,0.7,5.0,522.8784605000002 +2010-01-26 12:30:00,189,2.0,6.0,517.7751082 +2010-01-26 13:30:00,99,2.3,4.0,509.8054265 +2010-01-26 14:30:00,42,2.2,4.0,508.2757988 +2010-01-26 15:30:00,0,2.0,4.0,506.46596910000005 +2010-01-26 16:30:00,0,1.9,4.0,533.8430889 +2010-01-26 17:30:00,0,1.6,4.0,543.8247133 +2010-01-26 18:30:00,0,1.7,4.6,529.8008296 +2010-01-26 19:30:00,0,1.5,4.7,503.5169572 +2010-01-26 20:30:00,0,1.3,4.9,492.35480930000006 +2010-01-26 21:30:00,0,0.6,4.6,485.8228858 +2010-01-26 22:30:00,0,-0.3,4.0,465.9652869 +2010-01-26 23:30:00,0,-1.3,3.2,434.1279015 +2010-01-27 00:30:00,0,-2.0,2.4,419.9432461 +2010-01-27 01:30:00,0,-2.5,1.6,415.2395262 +2010-01-27 02:30:00,0,-2.5,1.2,409.8238174 +2010-01-27 03:30:00,0,-2.7,1.7,405.7356234 +2010-01-27 04:30:00,0,-2.7,1.0,401.9643792 +2010-01-27 05:30:00,0,-2.9,2.0,393.4342933 +2010-01-27 06:30:00,0,-3.1,2.0,403.1540896 +2010-01-27 07:30:00,11,-3.2,2.0,424.9225746 +2010-01-27 08:30:00,43,-3.4,2.0,452.4558726 +2010-01-27 09:30:00,69,-3.4,2.0,475.3819137 +2010-01-27 10:30:00,84,-2.8,1.0,500.0121346 +2010-01-27 11:30:00,86,-2.0,3.0,507.9542554 +2010-01-27 12:30:00,144,-1.8,2.0,494.1370782 +2010-01-27 13:30:00,102,-1.8,3.0,481.863309 +2010-01-27 14:30:00,43,-1.1,3.0,469.9937658 +2010-01-27 15:30:00,0,-1.4,4.0,460.94921060000013 +2010-01-27 16:30:00,0,-2.0,4.0,472.4420888 +2010-01-27 17:30:00,0,-2.7,4.0,486.8839788 +2010-01-27 18:30:00,0,-3.6,3.0,478.11043880000005 +2010-01-27 19:30:00,0,-4.0,3.0,459.3277134 +2010-01-27 20:30:00,0,-4.7,4.0,453.3332266 +2010-01-27 21:30:00,0,-5.2,2.0,448.1471917 +2010-01-27 22:30:00,0,-5.7,2.0,423.20461439999985 +2010-01-27 23:30:00,0,-6.1,2.0,405.6988755 +2010-01-28 00:30:00,0,-7.7,2.0,395.29465130000006 +2010-01-28 01:30:00,0,-7.3,2.0,393.1770587 +2010-01-28 02:30:00,0,-7.3,3.0,395.9423315 +2010-01-28 03:30:00,0,-7.6,2.0,411.8127927 +2010-01-28 04:30:00,0,-7.4,3.0,436.6910613 +2010-01-28 05:30:00,0,-7.3,4.0,502.8876509 +2010-01-28 06:30:00,0,-7.6,3.0,557.3387211 +2010-01-28 07:30:00,40,-7.2,4.0,579.2450104 +2010-01-28 08:30:00,113,-6.3,4.0,590.365817 +2010-01-28 09:30:00,132,-4.9,4.0,596.7140015 +2010-01-28 10:30:00,85,-4.6,4.0,607.8439950000002 +2010-01-28 11:30:00,87,-4.1,4.0,605.781524 +2010-01-28 12:30:00,77,-3.2,4.0,608.4411468999998 +2010-01-28 13:30:00,55,-3.3,4.0,600.912439 +2010-01-28 14:30:00,24,-2.8,3.0,590.0764279 +2010-01-28 15:30:00,0,-2.3,6.0,586.6588813999998 +2010-01-28 16:30:00,0,-2.1,5.0,605.7401827000001 +2010-01-28 17:30:00,0,-1.7,6.0,612.0562129 +2010-01-28 18:30:00,0,-1.1,7.0,599.8651262999998 +2010-01-28 19:30:00,0,-0.8,7.0,567.0585173 +2010-01-28 20:30:00,0,-0.6,6.0,544.862839 +2010-01-28 21:30:00,0,-0.2,7.0,524.6010142 +2010-01-28 22:30:00,0,-0.1,7.0,495.58861680000007 +2010-01-28 23:30:00,0,0.3,7.0,479.5068556 +2010-01-29 00:30:00,0,0.5,7.0,463.7558248 +2010-01-29 01:30:00,0,0.8,7.0,458.11503560000006 +2010-01-29 02:30:00,0,0.9,8.0,460.489863 +2010-01-29 03:30:00,0,1.0,8.0,464.8123244 +2010-01-29 04:30:00,0,1.4,9.0,480.1683162 +2010-01-29 05:30:00,0,1.8,10.0,531.9505766 +2010-01-29 06:30:00,0,1.7,11.0,585.4553906 +2010-01-29 07:30:00,13,1.4,10.0,614.95929 +2010-01-29 08:30:00,45,1.3,12.0,609.5757356 +2010-01-29 09:30:00,71,1.6,10.0,611.8724738 +2010-01-29 10:30:00,86,2.7,9.0,619.8926838 +2010-01-29 11:30:00,89,3.3,8.0,613.0254364 +2010-01-29 12:30:00,78,3.7,8.0,614.3391707000002 +2010-01-29 13:30:00,56,4.0,7.0,608.7672837 +2010-01-29 14:30:00,25,4.4,6.0,604.7250243999998 +2010-01-29 15:30:00,0,4.9,6.0,599.5895177 +2010-01-29 16:30:00,0,5.5,6.0,608.4870817000002 +2010-01-29 17:30:00,0,5.9,7.0,619.0612645 +2010-01-29 18:30:00,0,5.7,7.0,605.4967285 +2010-01-29 19:30:00,0,5.6,8.0,575.1246620000002 +2010-01-29 20:30:00,0,5.7,8.0,547.6510792 +2010-01-29 21:30:00,0,5.5,7.0,512.3226516 +2010-01-29 22:30:00,0,5.9,8.0,484.9179709 +2010-01-29 23:30:00,0,6.3,9.0,448.66166110000006 +2010-01-30 00:30:00,0,6.2,8.0,439.791658 +2010-01-30 01:30:00,0,6.1,9.0,435.1154989 +2010-01-30 02:30:00,0,4.6,7.0,438.8270279 +2010-01-30 03:30:00,0,4.3,5.0,445.152245 +2010-01-30 04:30:00,0,4.4,8.0,466.2179282 +2010-01-30 05:30:00,0,3.4,3.0,516.2776348 +2010-01-30 06:30:00,0,3.5,6.0,563.6271904 +2010-01-30 07:30:00,14,3.0,4.0,579.3414734 +2010-01-30 08:30:00,46,3.7,6.0,582.1113397 +2010-01-30 09:30:00,72,4.1,4.0,591.2156100999998 +2010-01-30 10:30:00,87,4.5,5.0,599.543583 +2010-01-30 11:30:00,90,4.8,5.0,592.5752791 +2010-01-30 12:30:00,79,4.8,5.0,579.7916341 +2010-01-30 13:30:00,57,5.2,4.0,569.2863534 +2010-01-30 14:30:00,26,5.3,4.0,562.4466669 +2010-01-30 15:30:00,0,5.2,2.0,548.4365637 +2010-01-30 16:30:00,0,5.5,4.0,560.7333002 +2010-01-30 17:30:00,0,6.8,4.0,583.5720653 +2010-01-30 18:30:00,0,7.1,6.0,573.2459301 +2010-01-30 19:30:00,0,7.1,7.0,554.1600354 +2010-01-30 20:30:00,0,7.1,7.0,540.7103362 +2010-01-30 21:30:00,0,6.8,8.0,517.9404733 +2010-01-30 22:30:00,0,6.5,8.0,482.2996893 +2010-01-30 23:30:00,0,5.8,6.0,458.445766 +2010-01-31 00:30:00,0,6.0,7.0,441.9505919 +2010-01-31 01:30:00,0,6.2,8.0,436.9758569 +2010-01-31 02:30:00,0,6.2,7.0,443.8201368 +2010-01-31 03:30:00,0,5.8,6.0,449.6033237 +2010-01-31 04:30:00,0,5.8,8.0,462.8876577 +2010-01-31 05:30:00,0,5.9,8.0,518.8362012 +2010-01-31 06:30:00,0,5.4,7.0,563.2688992000002 +2010-01-31 07:30:00,15,5.5,7.0,578.9234671 +2010-01-31 08:30:00,48,5.7,6.0,579.9753732 +2010-01-31 09:30:00,74,5.9,7.0,583.1540589 +2010-01-31 10:30:00,89,6.0,7.0,601.9459712 +2010-01-31 11:30:00,91,6.1,6.0,610.57252 +2010-01-31 12:30:00,81,6.4,7.0,612.2766998 +2010-01-31 13:30:00,59,6.6,6.0,593.9211677999998 +2010-01-31 14:30:00,28,6.7,6.0,583.521537 +2010-01-31 15:30:00,0,6.5,4.0,576.6313223 +2010-01-31 16:30:00,0,6.4,4.0,582.6120287 +2010-01-31 17:30:00,0,6.4,5.0,591.7484534 +2010-01-31 18:30:00,0,6.2,5.0,585.4370167000002 +2010-01-31 19:30:00,0,6.1,3.0,560.7746415 +2010-01-31 20:30:00,0,5.7,5.0,544.8398716 +2010-01-31 21:30:00,0,5.6,4.0,525.1062966 +2010-01-31 22:30:00,0,5.5,3.0,488.2620218 +2010-01-31 23:30:00,0,5.4,4.0,458.629505 +2010-02-01 00:30:00,0,5.3,4.0,447.8118679 +2010-02-01 01:30:00,0,5.0,4.0,443.3424153 +2010-02-01 02:30:00,0,4.7,4.0,447.504105 +2010-02-01 03:30:00,0,4.4,4.0,448.0782895 +2010-02-01 04:30:00,0,4.2,4.0,469.3414922 +2010-02-01 05:30:00,0,4.0,4.0,522.1618781999998 +2010-02-01 06:30:00,0,4.1,3.0,566.149009 +2010-02-01 07:30:00,29,4.3,4.0,592.5477182999998 +2010-02-01 08:30:00,92,4.6,4.0,598.4778964 +2010-02-01 09:30:00,142,4.8,5.0,605.0925026000001 +2010-02-01 10:30:00,171,5.5,5.0,605.9790435 +2010-02-01 11:30:00,175,5.4,5.0,606.7507476 +2010-02-01 12:30:00,156,5.7,8.0,598.3171247 +2010-02-01 13:30:00,114,5.6,6.0,573.0346302 +2010-02-01 14:30:00,54,5.6,6.0,555.7677521 +2010-02-01 15:30:00,1,5.3,6.0,571.6703677 +2010-02-01 16:30:00,0,5.0,5.0,590.5311821 +2010-02-01 17:30:00,0,4.7,5.0,598.8178137 +2010-02-01 18:30:00,0,4.4,4.0,580.4255339 +2010-02-01 19:30:00,0,4.4,6.0,552.3961404 +2010-02-01 20:30:00,0,4.5,3.0,521.8587088 +2010-02-01 21:30:00,0,4.4,3.0,489.3231148 +2010-02-01 22:30:00,0,4.3,3.0,443.3883501 +2010-02-01 23:30:00,0,4.4,3.0,414.8858285 +2010-02-02 00:30:00,0,4.2,4.0,401.2615773 +2010-02-02 01:30:00,0,4.2,3.0,390.7057683000001 +2010-02-02 02:30:00,0,3.9,4.0,391.5371876 +2010-02-02 03:30:00,0,3.9,5.0,397.2790332 +2010-02-02 04:30:00,0,3.5,4.0,409.00617860000006 +2010-02-02 05:30:00,0,3.1,5.0,415.4002979 +2010-02-02 06:30:00,0,2.9,5.0,439.2082865 +2010-02-02 07:30:00,17,3.0,4.0,478.8408015 +2010-02-02 08:30:00,50,2.9,3.0,504.03602 +2010-02-02 09:30:00,76,3.0,4.0,517.8761646 +2010-02-02 10:30:00,91,3.4,3.0,528.7672974 +2010-02-02 11:30:00,94,3.8,4.0,528.8178256 +2010-02-02 12:30:00,84,4.1,4.0,514.293253 +2010-02-02 13:30:00,61,4.3,4.0,498.3263287 +2010-02-02 14:30:00,30,4.4,5.0,489.7916494 +2010-02-02 15:30:00,1,3.5,5.0,484.7204514 +2010-02-02 16:30:00,0,3.4,5.0,507.74754900000005 +2010-02-02 17:30:00,0,2.7,5.0,528.1425846 +2010-02-02 18:30:00,0,1.9,4.0,516.2592609000002 +2010-02-02 19:30:00,0,1.8,4.0,480.1453488 +2010-02-02 20:30:00,0,1.9,4.0,462.25835139999987 +2010-02-02 21:30:00,0,1.9,5.0,458.050727 +2010-02-02 22:30:00,0,1.9,5.0,437.1595959 +2010-02-02 23:30:00,0,1.9,5.0,408.4641484 +2010-02-03 00:30:00,0,1.9,4.0,395.7953403 +2010-02-03 01:30:00,0,1.9,6.0,387.1779784 +2010-02-03 02:30:00,0,2.1,6.0,384.0360405 +2010-02-03 03:30:00,0,2.0,5.0,382.8876713 +2010-02-03 04:30:00,0,1.9,4.0,374.6837224 +2010-02-03 05:30:00,0,1.9,5.0,366.9161536 +2010-02-03 06:30:00,0,1.8,5.0,372.1894646 +2010-02-03 07:30:00,18,1.7,5.0,393.700715 +2010-02-03 08:30:00,51,1.6,5.0,424.261114 +2010-02-03 09:30:00,77,1.6,4.0,446.4843532 +2010-02-03 10:30:00,93,1.8,4.0,467.3387364 +2010-02-03 11:30:00,95,1.9,4.0,476.6037785 +2010-02-03 12:30:00,85,2.0,3.0,475.0649639 +2010-02-03 13:30:00,63,2.1,3.0,465.3956959 +2010-02-03 14:30:00,31,2.2,3.0,462.4145296 +2010-02-03 15:30:00,1,2.2,3.0,465.377322 +2010-02-03 16:30:00,0,2.2,3.0,490.5128253 +2010-02-03 17:30:00,0,2.2,4.0,508.7397399 +2010-02-03 18:30:00,0,2.3,3.0,504.4172786 +2010-02-03 19:30:00,0,2.3,3.0,487.9910067 +2010-02-03 20:30:00,0,2.3,2.0,478.1977148 +2010-02-03 21:30:00,0,2.2,3.0,473.9900904 +2010-02-03 22:30:00,0,2.1,2.0,449.3874303 +2010-02-03 23:30:00,0,1.9,2.0,424.7755834 +2010-02-04 00:30:00,0,1.7,3.0,412.2445795 +2010-02-04 01:30:00,0,0.8,3.0,408.03695510000006 +2010-02-04 02:30:00,0,0.4,3.0,410.5541802 +2010-02-04 03:30:00,0,0.2,4.0,424.55050300000005 +2010-02-04 04:30:00,0,0.5,4.0,451.7255099 +2010-02-04 05:30:00,0,0.8,3.0,517.8440103 +2010-02-04 06:30:00,0,1.1,4.0,581.1558966 +2010-02-04 07:30:00,19,1.4,5.0,611.344224 +2010-02-04 08:30:00,52,1.6,4.0,619.0199232000001 +2010-02-04 09:30:00,79,1.9,4.0,624.2472995 +2010-02-04 10:30:00,94,2.3,5.0,636.4843208 +2010-02-04 11:30:00,97,2.6,5.0,630.7930035 +2010-02-04 12:30:00,86,3.0,5.0,626.5302573 +2010-02-04 13:30:00,64,3.1,5.0,616.328146 +2010-02-04 14:30:00,33,3.1,5.0,614.7479901 +2010-02-04 15:30:00,2,3.2,5.0,607.6740363 +2010-02-04 16:30:00,0,3.2,5.0,615.7080267000001 +2010-02-04 17:30:00,0,3.1,5.0,623.4204737000001 +2010-02-04 18:30:00,0,2.9,6.0,606.8196497 +2010-02-04 19:30:00,0,3.0,6.0,580.8435402000001 +2010-02-04 20:30:00,0,3.1,5.0,558.0277424999998 +2010-02-04 21:30:00,0,3.1,4.0,530.788427 +2010-02-04 22:30:00,0,3.1,4.0,486.6588985 +2010-02-04 23:30:00,0,3.2,3.0,513.829886 +2010-02-05 00:30:00,0,3.2,3.0,540.8986597999998 +2010-02-05 01:30:00,0,3.6,2.0,558.8447802999998 +2010-02-05 02:30:00,0,3.2,3.0,562.813212 +2010-02-05 03:30:00,0,3.0,3.0,546.4905176 +2010-02-05 04:30:00,0,3.0,4.0,518.9017121 +2010-02-05 05:30:00,0,2.7,3.0,468.8408929 +2010-02-05 06:30:00,0,2.7,2.0,416.2670743000001 +2010-02-05 07:30:00,37,2.5,2.0,400.5753729 +2010-02-05 08:30:00,161,2.8,3.0,396.036731 +2010-02-05 09:30:00,286,4.9,2.0,399.5637673 +2010-02-05 10:30:00,341,6.5,2.0,395.610408 +2010-02-05 11:30:00,350,8.1,3.0,374.78864560000005 +2010-02-05 12:30:00,314,9.0,3.0,384.1217555 +2010-02-05 13:30:00,234,9.7,3.0,386.7399473 +2010-02-05 14:30:00,121,9.6,3.0,394.8861011 +2010-02-05 15:30:00,7,8.9,3.0,398.8094414 +2010-02-05 16:30:00,0,7.7,3.0,403.4003071 +2010-02-05 17:30:00,0,7.6,3.0,402.80073280000005 +2010-02-05 18:30:00,0,6.8,3.4,400.4665918 +2010-02-05 19:30:00,0,6.4,3.4,412.1754441 +2010-02-05 20:30:00,0,6.0,3.6,424.5762067 +2010-02-05 21:30:00,0,4.3,3.4,438.1140253 +2010-02-05 22:30:00,0,2.1,3.1,462.7359833 +2010-02-05 23:30:00,0,-0.5,2.6,474.9271596 +2010-02-06 00:30:00,0,-2.8,2.1,460.2510022 +2010-02-06 01:30:00,0,-4.5,1.6,457.8348336 +2010-02-06 02:30:00,0,-4.6,1.4,457.11825130000005 +2010-02-06 03:30:00,0,-4.3,1.7,461.7117277 +2010-02-06 04:30:00,0,-4.3,2.0,477.9772279 +2010-02-06 05:30:00,0,-4.4,1.0,533.9533322999998 +2010-02-06 06:30:00,0,-4.7,2.0,577.0631091 +2010-02-06 07:30:00,21,-4.5,3.0,594.2289307 +2010-02-06 08:30:00,140,-3.3,2.0,590.3474431 +2010-02-06 09:30:00,154,-3.1,3.0,609.9018724 +2010-02-06 10:30:00,343,-2.0,2.0,616.0617244 +2010-02-06 11:30:00,254,-1.4,2.0,614.8077053 +2010-02-06 12:30:00,89,-1.2,2.0,608.7626903 +2010-02-06 13:30:00,67,-1.7,2.0,604.9730722 +2010-02-06 14:30:00,35,-1.8,2.0,603.9165726 +2010-02-06 15:30:00,3,-2.4,2.0,584.1416562999998 +2010-02-06 16:30:00,0,-3.2,2.0,605.3635177 +2010-02-06 17:30:00,0,-4.6,3.0,626.9252962999999 +2010-02-06 18:30:00,0,-5.2,3.0,617.0309478999999 +2010-02-06 19:30:00,0,-5.8,4.0,587.7337549 +2010-02-06 20:30:00,0,-6.4,4.0,567.5408323 +2010-02-06 21:30:00,0,-6.4,4.0,534.6423538 +2010-02-06 22:30:00,0,-6.2,4.0,503.5766724 +2010-02-06 23:30:00,0,-5.5,3.0,468.7673076 +2010-02-07 00:30:00,0,-4.4,4.0,458.24365300000005 +2010-02-07 01:30:00,0,-4.2,4.0,450.1499474 +2010-02-07 02:30:00,0,-4.0,3.0,452.5707095 +2010-02-07 03:30:00,0,-5.1,3.0,461.0364867 +2010-02-07 04:30:00,0,-5.7,0.0,479.6768142 +2010-02-07 05:30:00,0,-5.4,2.0,539.7273323 +2010-02-07 06:30:00,0,-5.0,3.0,586.5027032 +2010-02-07 07:30:00,77,-4.5,4.0,609.7548812000001 +2010-02-07 08:30:00,201,-3.4,4.0,610.0947984000002 +2010-02-07 09:30:00,296,-1.9,5.0,617.4535477999998 +2010-02-07 10:30:00,351,-0.8,5.0,613.4112885 +2010-02-07 11:30:00,358,-0.4,3.0,611.3763784 +2010-02-07 12:30:00,321,0.7,4.0,605.2808351 +2010-02-07 13:30:00,206,-0.2,3.0,595.5059171 +2010-02-07 14:30:00,109,-0.5,2.0,589.6032999 +2010-02-07 15:30:00,11,-0.8,3.0,582.9611328999998 +2010-02-07 16:30:00,0,-1.6,4.0,590.5128082 +2010-02-07 17:30:00,0,-2.3,4.0,609.1301683999999 +2010-02-07 18:30:00,0,-2.3,3.0,597.4213967999998 +2010-02-07 19:30:00,0,-2.7,4.0,570.9216309999998 +2010-02-07 20:30:00,0,-3.3,3.0,554.8536502999998 +2010-02-07 21:30:00,0,-3.2,3.0,530.8573292 +2010-02-07 22:30:00,0,-3.5,3.0,496.6267424 +2010-02-07 23:30:00,0,-4.3,2.0,466.0341891 +2010-02-08 00:30:00,0,-4.3,1.0,451.68416860000013 +2010-02-08 01:30:00,0,-3.8,2.0,446.1030947 +2010-02-08 02:30:00,0,-3.5,2.0,445.7080557 +2010-02-08 03:30:00,0,-3.5,2.0,447.7154049 +2010-02-08 04:30:00,0,-3.6,1.0,463.8614747 +2010-02-08 05:30:00,0,-3.6,1.0,512.0286691 +2010-02-08 06:30:00,0,-3.6,0.0,563.112721 +2010-02-08 07:30:00,23,-3.6,1.0,585.1016929 +2010-02-08 08:30:00,58,-3.8,2.0,592.3410117999998 +2010-02-08 09:30:00,84,-3.8,2.0,602.4880013999998 +2010-02-08 10:30:00,100,-3.4,2.0,606.3970499 +2010-02-08 11:30:00,102,-3.4,2.0,605.3910785 +2010-02-08 12:30:00,303,-2.2,1.0,596.8885536 +2010-02-08 13:30:00,247,-2.0,2.0,590.3106952 +2010-02-08 14:30:00,134,-2.8,3.0,582.7911742 +2010-02-08 15:30:00,4,-3.6,2.0,575.8136835 +2010-02-08 16:30:00,0,-3.5,2.0,583.6914956 +2010-02-08 17:30:00,0,-3.4,2.0,593.8247048 +2010-02-08 18:30:00,0,-3.4,2.0,577.660261 +2010-02-08 19:30:00,0,-3.6,1.0,551.0364712999999 +2010-02-08 20:30:00,0,-4.0,1.0,531.2156203 +2010-02-08 21:30:00,0,-4.1,1.0,516.0295871000002 +2010-02-08 22:30:00,0,-4.0,1.0,482.6717609 +2010-02-08 23:30:00,0,-3.9,1.0,458.22068560000014 +2010-02-09 00:30:00,0,-3.5,0.0,441.3810008 +2010-02-09 01:30:00,0,-3.5,1.0,430.701168 +2010-02-09 02:30:00,0,-3.2,0.0,430.6322659 +2010-02-09 03:30:00,0,-1.6,0.0,427.3571171 +2010-02-09 04:30:00,0,-1.4,0.0,423.02087530000006 +2010-02-09 05:30:00,0,-1.5,0.0,424.2794879 +2010-02-09 06:30:00,0,-1.2,1.0,441.8816898 +2010-02-09 07:30:00,46,-0.9,1.0,471.2937197 +2010-02-09 08:30:00,111,-0.8,1.0,496.9758467 +2010-02-09 09:30:00,163,-0.4,1.0,506.6175538 +2010-02-09 10:30:00,304,0.8,2.0,513.7420358 +2010-02-09 11:30:00,360,3.4,2.0,514.9730875 +2010-02-09 12:30:00,239,4.4,2.0,506.07552360000005 +2010-02-09 13:30:00,134,3.5,2.0,523.0897603999998 +2010-02-09 14:30:00,74,3.6,2.0,488.9923845 +2010-02-09 15:30:00,9,3.3,2.0,485.9193488 +2010-02-09 16:30:00,0,2.1,2.0,498.4962874 +2010-02-09 17:30:00,0,1.9,2.0,524.6882903 +2010-02-09 18:30:00,0,2.1,2.0,513.1081361 +2010-02-09 19:30:00,0,1.9,3.0,488.4641347 +2010-02-09 20:30:00,0,1.9,3.0,478.0139758 +2010-02-09 21:30:00,0,2.3,2.0,474.2748859 +2010-02-09 22:30:00,0,2.4,3.0,449.4379586 +2010-02-09 23:30:00,0,2.3,4.0,425.1981832 +2010-02-10 00:30:00,0,1.8,3.0,408.5514244 +2010-02-10 01:30:00,0,1.6,4.0,404.2657109 +2010-02-10 02:30:00,0,1.7,3.0,398.4457762 +2010-02-10 03:30:00,0,1.8,4.0,391.9965352 +2010-02-10 04:30:00,0,2.5,4.0,387.42143260000006 +2010-02-10 05:30:00,0,2.4,5.0,376.3649347 +2010-02-10 06:30:00,0,1.8,4.0,379.2817923 +2010-02-10 07:30:00,25,1.9,6.0,396.31440310000005 +2010-02-10 08:30:00,60,2.0,5.0,416.0296041 +2010-02-10 09:30:00,87,2.3,7.0,431.60148939999993 +2010-02-10 10:30:00,103,2.8,6.0,448.2941829 +2010-02-10 11:30:00,105,2.8,6.0,447.3065855 +2010-02-10 12:30:00,95,2.8,5.0,438.6341019 +2010-02-10 13:30:00,73,2.9,6.0,434.1922101 +2010-02-10 14:30:00,40,2.8,5.0,434.61481 +2010-02-10 15:30:00,6,2.9,6.0,432.64880199999993 +2010-02-10 16:30:00,0,3.0,5.0,444.74801910000014 +2010-02-10 17:30:00,0,3.1,5.0,471.1651023 +2010-02-10 18:30:00,0,3.2,4.0,465.859637 +2010-02-10 19:30:00,0,3.3,4.0,454.8812282 +2010-02-10 20:30:00,0,3.6,4.0,451.996525 +2010-02-10 21:30:00,0,3.9,3.0,455.0603738 +2010-02-10 22:30:00,0,4.0,4.0,431.0273048 +2010-02-10 23:30:00,0,4.2,3.0,442.0562419 +2010-02-11 00:30:00,0,4.5,4.0,434.219771 +2010-02-11 01:30:00,0,4.6,4.0,427.779717 +2010-02-11 02:30:00,0,4.4,4.0,430.2831617 +2010-02-11 03:30:00,0,4.5,5.0,435.0236294 +2010-02-11 04:30:00,0,4.3,4.0,448.2666221 +2010-02-11 05:30:00,0,4.2,4.0,483.1540759 +2010-02-11 06:30:00,0,4.1,3.0,530.3566402 +2010-02-11 07:30:00,27,4.1,3.0,558.6019271 +2010-02-11 08:30:00,62,4.1,2.0,571.7071155 +2010-02-11 09:30:00,89,4.4,3.0,576.6175419 +2010-02-11 10:30:00,104,4.6,3.0,586.0157947 +2010-02-11 11:30:00,107,4.8,3.0,587.7429419 +2010-02-11 12:30:00,97,5.0,3.0,581.0548401000002 +2010-02-11 13:30:00,74,5.1,2.0,572.3180478999999 +2010-02-11 14:30:00,42,5.1,2.0,569.3782229 +2010-02-11 15:30:00,7,5.1,3.0,563.999262 +2010-02-11 16:30:00,0,5.0,2.0,572.3639826 +2010-02-11 17:30:00,0,4.9,2.0,593.190805 +2010-02-11 18:30:00,0,5.0,2.0,584.0681607 +2010-02-11 19:30:00,0,5.1,2.0,557.2146972 +2010-02-11 20:30:00,0,5.1,1.0,537.3479114 +2010-02-11 21:30:00,0,5.1,2.0,516.0112132 +2010-02-11 22:30:00,0,5.3,4.0,484.99606 +2010-02-11 23:30:00,0,5.3,3.0,461.3488431 +2010-02-12 00:30:00,0,5.5,5.0,451.34425130000005 +2010-02-12 01:30:00,0,5.8,5.0,446.5578488 +2010-02-12 02:30:00,0,6.2,6.0,444.77098650000005 +2010-02-12 03:30:00,0,6.6,6.0,448.0507287 +2010-02-12 04:30:00,0,6.8,5.0,465.464598 +2010-02-12 05:30:00,0,7.1,5.0,520.1912768 +2010-02-12 06:30:00,0,7.2,6.0,571.3809787 +2010-02-12 07:30:00,28,7.3,5.0,592.5155639999998 +2010-02-12 08:30:00,63,7.6,7.0,602.9381621 +2010-02-12 09:30:00,90,7.9,8.0,612.1434889999998 +2010-02-12 10:30:00,106,8.3,10.0,623.5720584 +2010-02-12 11:30:00,108,8.6,8.0,627.3846438999999 +2010-02-12 12:30:00,98,8.6,6.0,617.6235063999999 +2010-02-12 13:30:00,76,8.1,6.0,612.2858867000001 +2010-02-12 14:30:00,82,7.7,5.0,604.228929 +2010-02-12 15:30:00,7,6.4,10.0,593.875233 +2010-02-12 16:30:00,0,4.5,8.0,603.9671007999998 +2010-02-12 17:30:00,0,3.4,9.0,623.1264912 +2010-02-12 18:30:00,0,2.6,7.0,614.3024228999999 +2010-02-12 19:30:00,0,2.4,7.0,585.680471 +2010-02-12 20:30:00,0,2.3,7.0,563.4526383 +2010-02-12 21:30:00,0,1.4,6.0,537.3662853 +2010-02-12 22:30:00,0,1.1,6.0,500.9354234 +2010-02-12 23:30:00,0,0.2,5.0,485.0098404 +2010-02-13 00:30:00,0,0.5,7.0,473.0162733 +2010-02-13 01:30:00,0,0.0,6.0,468.3171469 +2010-02-13 02:30:00,0,-0.1,6.0,470.2188462 +2010-02-13 03:30:00,0,-0.6,6.0,477.9358867 +2010-02-13 04:30:00,0,-0.4,6.0,495.9239405 +2010-02-13 05:30:00,0,-0.7,5.0,552.3364252 +2010-02-13 06:30:00,0,-0.9,3.0,597.6326968 +2010-02-13 07:30:00,29,-0.7,6.0,611.8495065000002 +2010-02-13 08:30:00,65,-0.5,7.0,615.845831 +2010-02-13 09:30:00,92,-0.5,6.0,601.1099584 +2010-02-13 10:30:00,107,-0.7,5.0,605.6115654 +2010-02-13 11:30:00,110,-1.5,4.0,607.7934667000002 +2010-02-13 12:30:00,100,-1.6,4.0,609.3047205 +2010-02-13 13:30:00,146,-1.4,4.0,603.7466138999998 +2010-02-13 14:30:00,45,-1.5,4.0,601.4682496 +2010-02-13 15:30:00,8,-1.6,5.0,590.8665059 +2010-02-13 16:30:00,0,-1.8,3.0,596.2776212 +2010-02-13 17:30:00,0,-1.5,4.0,618.3217147999999 +2010-02-13 18:30:00,0,-1.4,4.0,611.4728414 +2010-02-13 19:30:00,0,-1.4,4.0,587.9680222 +2010-02-13 20:30:00,0,-1.7,5.0,568.6570471 +2010-02-13 21:30:00,0,-2.0,5.0,543.967111 +2010-02-13 22:30:00,0,-2.1,5.0,502.4237098 +2010-02-13 23:30:00,0,-2.0,6.0,448.7535306 +2010-02-14 00:30:00,0,-2.1,5.0,438.5284519 +2010-02-14 01:30:00,0,-2.0,5.0,431.3350678000001 +2010-02-14 02:30:00,0,-1.9,4.0,433.8155451 +2010-02-14 03:30:00,0,-1.6,6.0,434.4999731 +2010-02-14 04:30:00,0,-1.6,6.0,447.6648767 +2010-02-14 05:30:00,0,-1.7,6.0,502.386962 +2010-02-14 06:30:00,0,-1.7,5.0,540.0764365 +2010-02-14 07:30:00,58,-1.5,5.0,545.4186496 +2010-02-14 08:30:00,66,-1.4,5.0,542.4374834 +2010-02-14 09:30:00,176,-1.0,4.0,554.0543853999999 +2010-02-14 10:30:00,206,-0.5,4.0,570.9997201 +2010-02-14 11:30:00,212,-0.1,3.0,578.4227781000002 +2010-02-14 12:30:00,192,-0.2,3.0,578.3768434 +2010-02-14 13:30:00,79,-0.5,3.0,571.6428068 +2010-02-14 14:30:00,46,-0.8,3.0,561.8127672 +2010-02-14 15:30:00,9,-0.8,3.0,548.4227832 +2010-02-14 16:30:00,0,-0.7,3.0,552.2261818 +2010-02-14 17:30:00,0,-1.0,3.0,570.7057376 +2010-02-14 18:30:00,0,-1.0,3.0,564.1784076 +2010-02-14 19:30:00,0,-1.1,2.0,536.5486465 +2010-02-14 20:30:00,0,-1.7,4.0,517.1779562 +2010-02-14 21:30:00,0,-2.5,4.0,499.8697368 +2010-02-14 22:30:00,0,-3.9,4.0,473.2918819 +2010-02-14 23:30:00,0,-4.3,3.0,444.4494431 +2010-02-15 00:30:00,0,-4.5,2.0,425.7356199 +2010-02-15 01:30:00,0,-4.5,2.0,419.90190480000007 +2010-02-15 02:30:00,0,-4.5,3.0,418.4503662 +2010-02-15 03:30:00,0,-4.6,3.0,424.366764 +2010-02-15 04:30:00,0,-4.5,4.0,440.4163708 +2010-02-15 05:30:00,0,-4.4,4.0,488.4687282 +2010-02-15 06:30:00,1,-4.0,3.0,526.0709267 +2010-02-15 07:30:00,32,-3.7,2.0,542.1113465 +2010-02-15 08:30:00,67,-3.2,3.0,548.3171332999998 +2010-02-15 09:30:00,95,-2.3,4.0,554.3988961 +2010-02-15 10:30:00,110,-1.8,4.0,557.6051427 +2010-02-15 11:30:00,214,-1.8,5.0,556.5807975 +2010-02-15 12:30:00,103,-2.1,4.0,551.4039495000002 +2010-02-15 13:30:00,80,-2.3,4.0,543.5445112000001 +2010-02-15 14:30:00,89,-2.4,4.0,535.9285272 +2010-02-15 15:30:00,10,-2.8,4.0,529.332295 +2010-02-15 16:30:00,0,-3.3,5.0,532.3410221 +2010-02-15 17:30:00,0,-3.6,5.0,547.4857139999998 +2010-02-15 18:30:00,0,-4.6,5.0,533.9487388 +2010-02-15 19:30:00,0,-4.9,3.0,507.3019818 +2010-02-15 20:30:00,0,-5.0,4.0,487.4673503 +2010-02-15 21:30:00,0,-5.5,3.0,461.5739234 +2010-02-15 22:30:00,0,-5.5,2.0,433.2183931 +2010-02-15 23:30:00,0,-5.0,2.0,417.0998842 +2010-02-16 00:30:00,0,-5.1,2.0,405.3681452 +2010-02-16 01:30:00,0,-5.2,2.0,393.6455933 +2010-02-16 02:30:00,0,-5.1,3.0,389.8605686 +2010-02-16 03:30:00,0,-5.4,1.0,389.6308948 +2010-02-16 04:30:00,0,-5.8,2.0,387.7154151 +2010-02-16 05:30:00,0,-5.7,1.0,387.5913913 +2010-02-16 06:30:00,1,-5.6,2.0,405.028228 +2010-02-16 07:30:00,33,-5.3,2.0,433.8752603 +2010-02-16 08:30:00,69,-4.9,3.0,456.0571582 +2010-02-16 09:30:00,183,-4.3,3.0,471.5004261 +2010-02-16 10:30:00,112,-4.0,3.0,472.9335908 +2010-02-16 11:30:00,115,-4.0,3.0,470.5633569 +2010-02-16 12:30:00,104,-4.1,4.0,458.3860508 +2010-02-16 13:30:00,81,-4.0,3.0,449.943241 +2010-02-16 14:30:00,49,-4.2,4.0,445.2303341 +2010-02-16 15:30:00,11,-4.2,3.0,442.6901416 +2010-02-16 16:30:00,0,-4.2,2.0,456.96207310000005 +2010-02-16 17:30:00,0,-4.4,2.0,478.3906408 +2010-02-16 18:30:00,0,-4.5,2.0,464.9087874 +2010-02-16 19:30:00,0,-4.8,1.0,442.6579873 +2010-02-16 20:30:00,0,-4.9,2.0,437.1182547 +2010-02-16 21:30:00,0,-5.0,1.0,427.1228498 +2010-02-16 22:30:00,0,-5.1,1.0,405.09713010000013 +2010-02-16 23:30:00,0,-5.2,2.0,390.3474771 +2010-02-17 00:30:00,0,-5.3,1.0,381.486661 +2010-02-17 01:30:00,0,-5.3,1.0,382.7912083 +2010-02-17 02:30:00,0,-5.3,1.0,379.7365465 +2010-02-17 03:30:00,0,-5.4,1.0,382.8095822 +2010-02-17 04:30:00,0,-5.6,0.0,371.1834933 +2010-02-17 05:30:00,0,-5.6,1.0,367.4535904 +2010-02-17 06:30:00,1,-5.6,1.0,364.403522 +2010-02-17 07:30:00,35,-5.4,1.0,382.1389347 +2010-02-17 08:30:00,70,-5.0,1.0,402.2124269 +2010-02-17 09:30:00,98,-4.7,1.0,416.5762278 +2010-02-17 10:30:00,114,-4.7,1.0,430.2142595 +2010-02-17 11:30:00,116,-4.6,1.0,428.93727300000006 +2010-02-17 12:30:00,106,-4.3,1.0,415.6345652 +2010-02-17 13:30:00,83,-4.4,1.0,407.1550076 +2010-02-17 14:30:00,50,-4.5,1.0,407.7062248 +2010-02-17 15:30:00,13,-4.8,1.0,409.2036981 +2010-02-17 16:30:00,0,-5.1,1.0,422.8876645 +2010-02-17 17:30:00,0,-5.2,0.0,456.50731889999986 +2010-02-17 18:30:00,0,-5.3,0.4,453.24135710000013 +2010-02-17 19:30:00,0,-5.5,0.4,440.0856405 +2010-02-17 20:30:00,0,-5.7,0.6,435.5472857 +2010-02-17 21:30:00,0,-6.1,1.3,435.0511902 +2010-02-17 22:30:00,0,-6.4,1.9,411.4269407 +2010-02-17 23:30:00,0,-6.5,3.1,389.9937795 +2010-02-18 00:30:00,0,-6.6,3.4,380.6736157 +2010-02-18 01:30:00,0,-6.7,3.7,376.9988345 +2010-02-18 02:30:00,0,-6.7,3.3,384.3254295 +2010-02-18 03:30:00,0,-6.9,3.4,395.0511971 +2010-02-18 04:30:00,0,-6.9,3.0,415.6896869 +2010-02-18 05:30:00,0,-7.6,2.0,477.2652391 +2010-02-18 06:30:00,6,-6.8,3.0,522.0240739 +2010-02-18 07:30:00,125,-6.7,2.0,524.9179641 +2010-02-18 08:30:00,257,-5.2,4.0,517.2606388 +2010-02-18 09:30:00,354,-3.8,3.0,522.6947215 +2010-02-18 10:30:00,411,-3.0,4.0,527.2881978999999 +2010-02-18 11:30:00,421,-1.7,4.0,526.9804349999998 +2010-02-18 12:30:00,382,-0.7,3.0,526.0525528 +2010-02-18 13:30:00,301,-0.1,3.0,518.9969729 +2010-02-18 14:30:00,183,0.0,2.0,512.5201711 +2010-02-18 15:30:00,49,-0.7,3.0,502.7682205 +2010-02-18 16:30:00,0,-1.6,3.0,511.7117192 +2010-02-18 17:30:00,0,-2.9,5.0,535.7539751 +2010-02-18 18:30:00,0,-3.7,4.0,532.7314676 +2010-02-18 19:30:00,0,-4.6,4.0,507.8761663 +2010-02-18 20:30:00,0,-5.1,5.0,487.3525134 +2010-02-18 21:30:00,0,-6.6,6.0,468.3033665 +2010-02-18 22:30:00,0,-7.5,5.0,436.2500876 +2010-02-18 23:30:00,0,-8.0,4.0,418.6157314 +2010-02-19 00:30:00,0,-8.3,5.0,408.1609789 +2010-02-19 01:30:00,0,-7.9,5.0,404.7985542 +2010-02-19 02:30:00,0,-7.8,8.0,403.5215677 +2010-02-19 03:30:00,0,-8.2,8.0,407.9910203 +2010-02-19 04:30:00,0,-8.2,9.0,424.4310726 +2010-02-19 05:30:00,0,-8.0,7.0,475.7861397 +2010-02-19 06:30:00,9,-8.0,6.0,515.0787375 +2010-02-19 07:30:00,134,-6.2,7.0,534.2013801 +2010-02-19 08:30:00,263,-5.4,6.0,541.3212686 +2010-02-19 09:30:00,360,-3.9,6.0,547.0906751 +2010-02-19 10:30:00,417,-2.6,7.0,557.0722994 +2010-02-19 11:30:00,427,-1.5,7.0,557.8210361 +2010-02-19 12:30:00,388,-0.3,8.0,554.2840592 +2010-02-19 13:30:00,307,-0.2,8.0,544.3437761 +2010-02-19 14:30:00,187,0.1,8.0,539.5619671000002 +2010-02-19 15:30:00,51,0.2,7.0,529.8651383 +2010-02-19 16:30:00,0,-0.9,6.0,533.8339018999999 +2010-02-19 17:30:00,0,-1.4,6.0,546.9115295 +2010-02-19 18:30:00,0,-1.5,6.0,539.8054214 +2010-02-19 19:30:00,0,-1.9,6.0,515.7218242 +2010-02-19 20:30:00,0,-1.8,6.0,499.6584369 +2010-02-19 21:30:00,0,-1.1,7.0,476.5073155 +2010-02-19 22:30:00,0,-0.9,7.0,443.9074129 +2010-02-19 23:30:00,0,-1.2,7.0,417.4581753 +2010-02-20 00:30:00,0,-2.3,8.0,406.1352558 +2010-02-20 01:30:00,0,-3.4,6.0,402.8876679 +2010-02-20 02:30:00,0,-3.6,4.0,408.7076026 +2010-02-20 03:30:00,0,-4.0,4.0,411.9965318 +2010-02-20 04:30:00,0,-4.2,4.0,427.5821975 +2010-02-20 05:30:00,0,-5.4,2.0,480.8205899 +2010-02-20 06:30:00,11,-5.5,4.0,517.2468584 +2010-02-20 07:30:00,139,-5.0,5.0,526.3235679 +2010-02-20 08:30:00,269,-3.2,3.0,529.4700993 +2010-02-20 09:30:00,366,-1.2,2.0,540.3979797999998 +2010-02-20 10:30:00,423,-0.4,3.0,550.2601738 +2010-02-20 11:30:00,432,0.6,3.0,549.1072112 +2010-02-20 12:30:00,394,2.1,3.0,544.7158477 +2010-02-20 13:30:00,312,3.0,3.0,537.8715678 +2010-02-20 14:30:00,194,3.0,2.0,534.4172734 +2010-02-20 15:30:00,57,2.8,2.0,525.1797922000002 +2010-02-20 16:30:00,0,1.2,3.0,526.1627962 +2010-02-20 17:30:00,0,0.1,5.0,548.7351396 +2010-02-20 18:30:00,0,-0.5,4.0,543.879835 +2010-02-20 19:30:00,0,-1.1,4.0,519.8375791 +2010-02-20 20:30:00,0,-0.3,6.0,500.8435539 +2010-02-20 21:30:00,0,-0.6,7.0,480.3842096 +2010-02-20 22:30:00,0,-0.5,4.0,449.7916563 +2010-02-20 23:30:00,0,-1.1,6.0,423.0438427 +2010-02-21 00:30:00,0,-1.0,5.0,413.126527 +2010-02-21 01:30:00,0,-1.3,3.0,407.6005748 +2010-02-21 02:30:00,0,-1.6,3.0,408.0828898 +2010-02-21 03:30:00,0,-2.2,2.0,414.1416853 +2010-02-21 04:30:00,0,-1.8,3.0,431.385596 +2010-02-21 05:30:00,0,-2.3,3.0,479.2036862 +2010-02-21 06:30:00,14,-2.6,2.0,512.8233405 +2010-02-21 07:30:00,144,-1.5,2.0,533.526139 +2010-02-21 08:30:00,274,-0.8,3.0,537.0585223999999 +2010-02-21 09:30:00,372,-0.2,5.0,547.4489662000002 +2010-02-21 10:30:00,429,0.7,5.0,557.742947 +2010-02-21 11:30:00,438,1.6,5.0,555.9698651000001 +2010-02-21 12:30:00,400,2.1,4.0,554.1646288 +2010-02-21 13:30:00,318,3.6,3.0,546.2500689 +2010-02-21 14:30:00,199,4.3,3.0,539.5114388999998 +2010-02-21 15:30:00,60,3.4,2.0,527.6924239 +2010-02-21 16:30:00,0,1.8,3.0,528.4962823 +2010-02-21 17:30:00,0,0.0,3.0,550.1774912000002 +2010-02-21 18:30:00,0,0.2,4.0,543.1035375 +2010-02-21 19:30:00,0,-0.2,4.0,519.7640835 +2010-02-21 20:30:00,0,-1.0,3.0,500.8343669 +2010-02-21 21:30:00,0,-0.9,5.0,480.7149399000001 +2010-02-21 22:30:00,0,-0.4,6.0,453.856883 +2010-02-21 23:30:00,0,-0.7,6.0,429.91109010000014 +2010-02-22 00:30:00,0,-0.9,5.0,418.7351618 +2010-02-22 01:30:00,0,-1.2,6.0,412.7636424 +2010-02-22 02:30:00,0,-1.4,6.0,414.4310743 +2010-02-22 03:30:00,0,-1.5,7.0,418.32174889999993 +2010-02-22 04:30:00,0,-1.9,8.0,441.91384410000006 +2010-02-22 05:30:00,0,-1.9,7.0,479.23584050000005 +2010-02-22 06:30:00,17,-1.8,8.0,515.1062983 +2010-02-22 07:30:00,149,-1.1,8.0,524.5275186000001 +2010-02-22 08:30:00,280,-0.9,6.0,526.691046 +2010-02-22 09:30:00,378,0.1,6.0,539.5527801 +2010-02-22 10:30:00,434,0.9,7.0,550.3933846 +2010-02-22 11:30:00,443,1.6,6.0,550.9905366 +2010-02-22 12:30:00,406,2.7,6.0,543.2229679 +2010-02-22 13:30:00,323,2.8,4.0,534.41268 +2010-02-22 14:30:00,203,3.0,4.0,528.6019322 +2010-02-22 15:30:00,65,2.7,3.0,520.7562743999998 +2010-02-22 16:30:00,0,1.7,4.0,520.1177812 +2010-02-22 17:30:00,0,0.8,5.0,536.6221422 +2010-02-22 18:30:00,0,0.3,5.0,529.8513578 +2010-02-22 19:30:00,0,-0.2,5.0,501.8633056 +2010-02-22 20:30:00,0,-0.4,4.0,484.81691439999986 +2010-02-22 21:30:00,0,-0.6,6.0,479.8835207 +2010-02-22 22:30:00,0,-0.9,5.0,466.7186171 +2010-02-22 23:30:00,0,-1.8,3.0,451.2983166 +2010-02-23 00:30:00,0,-2.4,4.0,437.0309786 +2010-02-23 01:30:00,0,-2.8,2.0,426.5762261 +2010-02-23 02:30:00,0,-3.1,3.0,421.7576693 +2010-02-23 03:30:00,0,-3.6,3.0,418.4595532 +2010-02-23 04:30:00,0,-3.2,3.0,417.0769168 +2010-02-23 05:30:00,0,-4.1,2.0,418.2390663 +2010-02-23 06:30:00,21,-4.0,2.0,428.5146732 +2010-02-23 07:30:00,155,-2.7,2.0,451.64742080000013 +2010-02-23 08:30:00,285,-1.7,3.0,477.1366217 +2010-02-23 09:30:00,384,0.3,3.0,492.99330260000005 +2010-02-23 10:30:00,440,1.6,3.0,495.8734123 +2010-02-23 11:30:00,449,2.4,3.0,493.0805786 +2010-02-23 12:30:00,411,3.2,3.0,532.3088677000002 +2010-02-23 13:30:00,328,3.9,3.0,557.655671 +2010-02-23 14:30:00,209,4.2,2.0,555.1476328 +2010-02-23 15:30:00,69,4.0,3.0,560.5128133 +2010-02-23 16:30:00,0,2.8,2.0,562.1067497 +2010-02-23 17:30:00,0,1.3,2.0,561.8816693 +2010-02-23 18:30:00,0,1.1,3.0,554.3254005 +2010-02-23 19:30:00,0,0.7,1.0,538.5422153 +2010-02-23 20:30:00,0,1.2,2.0,506.8839754 +2010-02-23 21:30:00,0,1.4,2.0,502.9152117 +2010-02-23 22:30:00,0,0.7,1.0,486.52568770000005 +2010-02-23 23:30:00,0,0.5,2.0,389.8284143 +2010-02-24 00:30:00,0,0.2,2.0,380.9308504 +2010-02-24 01:30:00,0,0.2,2.0,381.1375568 +2010-02-24 02:30:00,0,-0.1,2.0,378.2896014 +2010-02-24 03:30:00,0,-0.3,1.0,380.0810572 +2010-02-24 04:30:00,0,0.0,2.0,372.308895 +2010-02-24 05:30:00,0,0.5,2.0,368.606553 +2010-02-24 06:30:00,24,0.6,2.0,365.6024194 +2010-02-24 07:30:00,161,1.8,2.0,381.6290588 +2010-02-24 08:30:00,291,2.1,2.0,401.6658032 +2010-02-24 09:30:00,389,3.7,1.0,416.5165126 +2010-02-24 10:30:00,445,4.3,3.0,430.0672683 +2010-02-24 11:30:00,455,4.9,3.0,428.4228037 +2010-02-24 12:30:00,416,6.1,3.0,415.0328197 +2010-02-24 13:30:00,333,6.4,2.0,406.5302948 +2010-02-24 14:30:00,213,6.3,3.0,404.7526194 +2010-02-24 15:30:00,73,5.9,3.0,406.3741166 +2010-02-24 16:30:00,0,4.3,2.0,422.60286900000006 +2010-02-24 17:30:00,0,3.6,1.0,456.0158169 +2010-02-24 18:30:00,0,2.6,3.0,453.751233 +2010-02-24 19:30:00,0,1.6,3.0,439.8375927 +2010-02-24 20:30:00,0,0.8,6.0,435.1384663 +2010-02-24 21:30:00,0,0.6,5.0,433.7236755 +2010-02-24 22:30:00,0,0.6,6.0,409.59873710000005 +2010-02-24 23:30:00,0,0.2,6.0,361.4269492 +2010-02-25 00:30:00,0,0.2,5.0,351.8403638000001 +2010-02-25 01:30:00,0,-0.1,5.0,350.9721968 +2010-02-25 02:30:00,0,-0.1,6.0,360.1499628 +2010-02-25 03:30:00,0,-0.4,5.0,375.8734328000001 +2010-02-25 04:30:00,0,-1.2,4.0,397.3111875 +2010-02-25 05:30:00,0,-1.1,4.0,457.5408511 +2010-02-25 06:30:00,28,-0.8,5.0,503.1035443 +2010-02-25 07:30:00,166,-0.2,5.0,506.475156 +2010-02-25 08:30:00,297,0.8,3.0,504.0314265 +2010-02-25 09:30:00,396,2.0,3.0,534.9409298 +2010-02-25 10:30:00,452,2.8,4.0,548.5468071 +2010-02-25 11:30:00,461,4.8,3.0,549.741111 +2010-02-25 12:30:00,422,4.9,4.0,550.3428564 +2010-02-25 13:30:00,339,5.5,4.0,546.7691317000001 +2010-02-25 14:30:00,218,5.6,4.0,538.4503457999998 +2010-02-25 15:30:00,78,5.3,4.0,527.3065719 +2010-02-25 16:30:00,0,4.5,4.0,529.2817666999998 +2010-02-25 17:30:00,0,4.4,5.0,544.7158477 +2010-02-25 18:30:00,0,2.4,3.0,537.0079942000001 +2010-02-25 19:30:00,0,2.5,4.0,509.07047019999993 +2010-02-25 20:30:00,0,2.5,6.0,492.1343225 +2010-02-25 21:30:00,0,2.3,6.0,471.9276194 +2010-02-25 22:30:00,0,3.1,6.0,439.2174734 +2010-02-25 23:30:00,0,1.7,4.0,417.4627688 +2010-02-26 00:30:00,0,1.3,4.0,409.0613003 +2010-02-26 01:30:00,0,0.5,4.0,401.1605208 +2010-02-26 02:30:00,0,-0.1,2.0,405.1752192 +2010-02-26 03:30:00,0,-0.3,2.0,411.2432017 +2010-02-26 04:30:00,0,-1.0,2.0,429.4012142 +2010-02-26 05:30:00,0,-1.3,2.0,478.0415366 +2010-02-26 06:30:00,32,-0.3,3.0,507.5040948 +2010-02-26 07:30:00,172,1.1,2.0,524.936338 +2010-02-26 08:30:00,303,2.1,3.0,524.7020706999998 +2010-02-26 09:30:00,398,4.1,3.0,533.7604063 +2010-02-26 10:30:00,243,4.9,2.0,539.7181453 +2010-02-26 11:30:00,248,5.1,3.0,540.1912734 +2010-02-26 12:30:00,227,6.6,3.0,537.5867722 +2010-02-26 13:30:00,183,4.5,2.0,534.8628407 +2010-02-26 14:30:00,119,3.9,1.0,526.6175504 +2010-02-26 15:30:00,43,4.4,2.0,514.4723986 +2010-02-26 16:30:00,0,4.9,2.0,516.3740978 +2010-02-26 17:30:00,0,4.8,1.0,535.2349123 +2010-02-26 18:30:00,0,4.9,2.0,534.7112559 +2010-02-26 19:30:00,0,4.6,2.0,508.5330335 +2010-02-26 20:30:00,0,4.8,2.0,490.9859533 +2010-02-26 21:30:00,0,5.4,1.0,472.4742431 +2010-02-26 22:30:00,0,4.9,1.0,439.00158 +2010-02-26 23:30:00,0,5.1,1.0,414.2243679 +2010-02-27 00:30:00,0,4.8,1.0,404.150874 +2010-02-27 01:30:00,0,5.2,1.0,397.508707 +2010-02-27 02:30:00,0,5.9,1.0,398.0507372 +2010-02-27 03:30:00,0,5.8,1.0,407.7843139 +2010-02-27 04:30:00,0,5.2,0.0,427.1733781 +2010-02-27 05:30:00,0,5.0,1.0,478.7075907 +2010-02-27 06:30:00,19,4.9,0.0,514.5550811 +2010-02-27 07:30:00,94,5.3,1.0,530.1820881 +2010-02-27 08:30:00,164,7.3,1.0,534.3391843 +2010-02-27 09:30:00,216,10.8,1.0,539.4241628 +2010-02-27 10:30:00,245,11.0,2.0,549.4746892999998 +2010-02-27 11:30:00,337,10.8,4.0,549.8100131 +2010-02-27 12:30:00,230,10.7,3.0,548.0782724999998 +2010-02-27 13:30:00,250,10.9,1.0,540.1131843 +2010-02-27 14:30:00,163,11.3,1.0,535.9790554 +2010-02-27 15:30:00,61,11.1,1.0,522.5155758999998 +2010-02-27 16:30:00,0,10.1,1.0,522.0975695000002 +2010-02-27 17:30:00,0,9.5,2.0,540.1866799 +2010-02-27 18:30:00,0,9.2,1.1,536.8196616 +2010-02-27 19:30:00,0,8.7,0.8,509.1807137 +2010-02-27 20:30:00,0,8.1,0.4,492.0148921 +2010-02-27 21:30:00,0,6.9,0.3,473.3745645 +2010-02-27 22:30:00,0,5.6,0.6,443.6363978 +2010-02-27 23:30:00,0,4.1,1.1,416.8013082 +2010-02-28 00:30:00,0,3.0,1.5,404.5734738 +2010-02-28 01:30:00,0,2.1,1.8,397.9450872 +2010-02-28 02:30:00,0,1.8,1.9,399.5252432 +2010-02-28 03:30:00,0,1.8,1.6,404.5642869 +2010-02-28 04:30:00,0,1.5,2.0,421.0548674 +2010-02-28 05:30:00,0,1.5,2.0,474.6010227 +2010-02-28 06:30:00,11,1.2,3.0,512.4099276000002 +2010-02-28 07:30:00,51,1.4,3.0,527.8348216 +2010-02-28 08:30:00,88,1.8,3.0,528.7075821999998 +2010-02-28 09:30:00,295,2.7,4.0,534.6515406999998 +2010-02-28 10:30:00,395,3.8,5.0,532.0975678 +2010-02-28 11:30:00,441,5.2,4.0,527.173361 +2010-02-28 12:30:00,404,6.2,5.0,526.6542982 +2010-02-28 13:30:00,344,5.7,5.0,526.6680786000002 +2010-02-28 14:30:00,227,5.4,6.0,520.5679418999998 +2010-02-28 15:30:00,90,5.1,5.0,509.1026246 +2010-02-28 16:30:00,0,4.0,5.0,512.3134646000002 +2010-02-28 17:30:00,0,3.5,5.0,531.8081788 +2010-02-28 18:30:00,0,2.8,4.0,531.0043204 +2010-02-28 19:30:00,0,2.6,3.0,502.5890749 +2010-02-28 20:30:00,0,2.2,4.0,485.7310162 +2010-02-28 21:30:00,0,2.4,3.2,464.8077309 +2010-02-28 22:30:00,0,2.3,4.5,434.2335514 +2010-02-28 23:30:00,0,2.2,4.7,407.1044793 +2010-03-01 00:30:00,0,2.3,5.0,398.1334198 +2010-03-01 01:30:00,0,2.3,5.2,396.1536314 +2010-03-01 02:30:00,0,2.4,5.5,400.7333275 +2010-03-01 03:30:00,0,2.5,5.7,403.746648 +2010-03-01 04:30:00,0,2.6,7.0,416.5716344 +2010-03-01 05:30:00,0,2.4,6.0,470.37043089999986 +2010-03-01 06:30:00,13,2.3,7.0,508.4916922000001 +2010-03-01 07:30:00,53,2.5,8.0,521.8678957 +2010-03-01 08:30:00,90,2.8,9.0,526.4246244 +2010-03-01 09:30:00,117,3.1,10.0,532.1113483 +2010-03-01 10:30:00,133,3.6,10.0,536.851816 +2010-03-01 11:30:00,135,3.7,10.0,537.4719352999998 +2010-03-01 12:30:00,124,4.0,8.0,533.4939847 +2010-03-01 13:30:00,101,4.5,9.0,523.5169538 +2010-03-01 14:30:00,67,4.7,9.0,516.0847088 +2010-03-01 15:30:00,27,5.0,8.0,504.8720327 +2010-03-01 16:30:00,0,5.4,7.0,503.0024878 +2010-03-01 17:30:00,0,5.9,5.0,518.004782 +2010-03-01 18:30:00,0,6.5,5.0,515.1797938999998 +2010-03-01 19:30:00,0,6.8,6.0,484.80772750000006 +2010-03-01 20:30:00,0,7.0,5.0,470.6001047 +2010-03-01 21:30:00,0,7.0,4.2,454.8352934 +2010-03-01 22:30:00,0,6.9,4.5,426.10309810000007 +2010-03-01 23:30:00,0,6.9,3.7,412.2445795 +2010-03-02 00:30:00,0,6.8,4.0,396.341964 +2010-03-02 01:30:00,0,6.8,2.2,388.8821581 +2010-03-02 02:30:00,0,6.7,6.5,388.2298845 +2010-03-02 03:30:00,0,6.7,4.7,388.0966737 +2010-03-02 04:30:00,0,6.8,5.0,388.5652083 +2010-03-02 05:30:00,0,6.8,5.0,390.7471096 +2010-03-02 06:30:00,14,6.7,4.0,403.7099002 +2010-03-02 07:30:00,54,6.8,4.0,429.4333685 +2010-03-02 08:30:00,91,6.9,3.0,449.23125210000006 +2010-03-02 09:30:00,119,7.0,4.0,463.6777357 +2010-03-02 10:30:00,135,7.4,6.0,464.288668 +2010-03-02 11:30:00,137,7.5,6.0,461.7668494 +2010-03-02 12:30:00,126,7.6,7.0,453.0805854 +2010-03-02 13:30:00,102,7.8,7.0,445.064969 +2010-03-02 14:30:00,68,8.2,6.0,436.4981353 +2010-03-02 15:30:00,28,8.7,5.0,432.01949580000013 +2010-03-02 16:30:00,0,8.6,6.0,437.8578044 +2010-03-02 17:30:00,0,8.3,7.0,462.736073 +2010-03-02 18:30:00,0,8.3,6.0,468.5560077 +2010-03-02 19:30:00,0,8.2,5.0,446.31439460000007 +2010-03-02 20:30:00,0,8.2,7.0,434.8536708 +2010-03-02 21:30:00,0,8.0,7.3,428.1242277 +2010-03-02 22:30:00,0,8.0,8.7,412.8646988 +2010-03-02 23:30:00,0,8.0,10.1,383.3929538 +2010-03-03 00:30:00,0,8.0,9.5,368.009401 +2010-03-03 01:30:00,0,8.0,10.8,359.89272810000006 +2010-03-03 02:30:00,0,8.0,11.2,358.2804178 +2010-03-03 03:30:00,0,7.2,10.6,353.5077958 +2010-03-03 04:30:00,0,7.2,9.0,351.95060730000006 +2010-03-03 05:30:00,0,6.9,8.0,348.7122063 +2010-03-03 06:30:00,15,6.8,8.0,353.2735285 +2010-03-03 07:30:00,56,7.0,8.0,375.6299785 +2010-03-03 08:30:00,93,6.6,5.0,397.8026895 +2010-03-03 09:30:00,121,6.2,4.0,423.4205078 +2010-03-03 10:30:00,136,6.2,5.0,443.1908306 +2010-03-03 11:30:00,263,7.2,7.0,446.0250056 +2010-03-03 12:30:00,242,6.6,7.0,440.2372252 +2010-03-03 13:30:00,104,6.5,6.0,434.2657058 +2010-03-03 14:30:00,70,6.5,6.0,418.1380098 +2010-03-03 15:30:00,29,6.4,4.0,408.2895963 +2010-03-03 16:30:00,0,6.3,4.0,414.9914785 +2010-03-03 17:30:00,0,6.4,4.0,442.1618918 +2010-03-03 18:30:00,0,5.9,6.0,452.382377 +2010-03-03 19:30:00,0,5.7,5.0,438.3584933 +2010-03-03 20:30:00,0,5.3,5.0,432.7177042 +2010-03-03 21:30:00,0,4.9,3.8,431.3672221 +2010-03-03 22:30:00,0,4.6,4.7,404.46323039999993 +2010-03-03 23:30:00,0,4.6,4.6,386.0571701 +2010-03-04 00:30:00,0,4.2,4.5,373.7099053 +2010-03-04 01:30:00,0,4.0,4.3,376.3833086 +2010-03-04 02:30:00,0,3.9,4.2,371.7025561 +2010-03-04 03:30:00,0,3.5,5.1,378.160984 +2010-03-04 04:30:00,0,3.6,4.0,395.8366815 +2010-03-04 05:30:00,0,3.5,4.0,461.1696975 +2010-03-04 06:30:00,17,3.1,5.0,494.4540281 +2010-03-04 07:30:00,58,3.3,5.0,500.0764433 +2010-03-04 08:30:00,95,3.5,6.0,500.65522130000005 +2010-03-04 09:30:00,122,4.4,6.0,520.7976156999998 +2010-03-04 10:30:00,261,4.9,7.0,536.0203967 +2010-03-04 11:30:00,265,5.6,5.0,534.3897126 +2010-03-04 12:30:00,245,5.5,6.0,526.401657 +2010-03-04 13:30:00,105,5.2,5.0,508.3998227 +2010-03-04 14:30:00,71,4.5,5.0,497.7659246 +2010-03-04 15:30:00,30,4.0,4.0,487.049344 +2010-03-04 16:30:00,0,3.8,3.0,493.2826916 +2010-03-04 17:30:00,0,3.7,4.0,516.0755219 +2010-03-04 18:30:00,0,3.5,3.0,529.92026 +2010-03-04 19:30:00,0,3.0,4.0,500.517417 +2010-03-04 20:30:00,0,2.8,4.0,484.3300059 +2010-03-04 21:30:00,0,2.7,4.1,459.7043785 +2010-03-04 22:30:00,0,2.3,2.2,420.9308435 +2010-03-04 23:30:00,0,2.2,3.3,401.2799512 +2010-03-05 00:30:00,0,2.0,3.5,391.93682 +2010-03-05 01:30:00,0,1.8,3.6,393.3010825 +2010-03-05 02:30:00,0,1.8,2.7,400.3061342 +2010-03-05 03:30:00,0,1.7,2.8,407.9450855 +2010-03-05 04:30:00,0,1.7,3.0,425.6253765 +2010-03-05 05:30:00,0,1.5,2.0,479.8881142 +2010-03-05 06:30:00,18,1.6,3.0,504.2151656 +2010-03-05 07:30:00,59,2.0,4.0,504.85365880000006 +2010-03-05 08:30:00,97,2.1,3.0,503.93037010000006 +2010-03-05 09:30:00,124,2.6,4.0,517.9818146000001 +2010-03-05 10:30:00,265,3.5,4.0,532.543135 +2010-03-05 11:30:00,142,4.1,5.0,527.4030349 +2010-03-05 12:30:00,247,4.0,6.0,521.5785066999998 +2010-03-05 13:30:00,202,3.9,5.0,507.0217797 +2010-03-05 14:30:00,138,3.7,5.0,500.46688880000005 +2010-03-05 15:30:00,32,2.5,5.0,486.0433726 +2010-03-05 16:30:00,0,2.3,4.0,490.64603610000006 +2010-03-05 17:30:00,0,2.1,4.0,515.5702394 +2010-03-05 18:30:00,0,1.0,4.0,523.5491081 +2010-03-05 19:30:00,0,0.7,3.0,270.0 +2010-03-05 20:30:00,0,0.7,3.0,476.9574762 +2010-03-05 21:30:00,0,0.3,3.7,452.2996944 +2010-03-05 22:30:00,0,0.3,4.5,421.1099891 +2010-03-05 23:30:00,0,0.0,3.2,394.3107681 +2010-03-06 00:30:00,0,0.1,4.0,418.4457728 +2010-03-06 01:30:00,0,0.0,3.7,432.3882837 +2010-03-06 02:30:00,0,0.0,3.5,430.2165742 +2010-03-06 03:30:00,0,0.1,2.2,418.44403230000006 +2010-03-06 04:30:00,0,0.2,3.0,401.0042708 +2010-03-06 05:30:00,0,-0.1,4.0,367.3367932 +2010-03-06 06:30:00,20,-0.1,3.0,338.4965434 +2010-03-06 07:30:00,61,-0.1,2.0,327.3315426000001 +2010-03-06 08:30:00,98,0.1,2.0,321.8780991000001 +2010-03-06 09:30:00,238,0.8,4.0,316.557557 +2010-03-06 10:30:00,465,2.1,4.0,315.5374776999999 +2010-03-06 11:30:00,271,2.8,5.0,315.27626410000005 +2010-03-06 12:30:00,336,2.3,7.0,316.019241 +2010-03-06 13:30:00,375,3.4,7.0,318.3652918 +2010-03-06 14:30:00,256,3.4,6.0,327.7832958 +2010-03-06 15:30:00,62,2.6,5.0,336.411123 +2010-03-06 16:30:00,0,2.1,3.0,341.7075764 +2010-03-06 17:30:00,0,0.6,4.0,333.9647335 +2010-03-06 18:30:00,0,0.6,3.0,324.7477525 +2010-03-06 19:30:00,0,0.4,3.0,335.6246427 +2010-03-06 20:30:00,0,0.3,4.0,349.977265 +2010-03-06 21:30:00,0,0.2,3.8,362.6983867 +2010-03-06 22:30:00,0,-0.3,4.7,388.1333407 +2010-03-06 23:30:00,0,-0.4,4.6,401.5417793 +2010-03-07 00:30:00,0,-0.6,4.5,396.7048486 +2010-03-07 01:30:00,0,-1.2,4.3,394.2243713 +2010-03-07 02:30:00,0,-1.4,4.2,398.183948 +2010-03-07 03:30:00,0,-1.5,4.1,407.9772399 +2010-03-07 04:30:00,0,-1.6,4.0,427.0539477 +2010-03-07 05:30:00,0,-1.7,5.0,475.8596353 +2010-03-07 06:30:00,40,-1.4,5.0,509.68140260000007 +2010-03-07 07:30:00,119,-1.5,4.0,520.8986722 +2010-03-07 08:30:00,190,-1.1,5.0,519.5711575 +2010-03-07 09:30:00,242,-1.1,4.0,528.0874629 +2010-03-07 10:30:00,271,-0.1,4.0,530.3842011 +2010-03-07 11:30:00,275,0.6,4.0,531.5830985 +2010-03-07 12:30:00,340,0.2,6.0,531.3350507 +2010-03-07 13:30:00,329,1.3,8.0,520.1269681 +2010-03-07 14:30:00,226,1.5,7.0,516.2868218 +2010-03-07 15:30:00,102,1.2,6.0,506.9804384 +2010-03-07 16:30:00,1,0.7,4.0,504.5642698 +2010-03-07 17:30:00,0,0.4,4.0,527.0355567 +2010-03-07 18:30:00,0,-0.5,4.0,528.4090062 +2010-03-07 19:30:00,0,-0.5,5.0,500.0167281 +2010-03-07 20:30:00,0,-0.7,5.0,480.1499423 +2010-03-07 21:30:00,0,-0.7,4.8,458.07828780000006 +2010-03-07 22:30:00,0,-0.7,4.7,437.8532109 +2010-03-07 23:30:00,0,-0.7,3.6,416.2776519 +2010-03-08 00:30:00,0,-0.7,2.5,402.9427897 +2010-03-08 01:30:00,0,-0.6,2.3,398.9556521 +2010-03-08 02:30:00,0,-0.6,4.2,403.4756329 +2010-03-08 03:30:00,0,-0.7,4.1,413.1403074 +2010-03-08 04:30:00,0,-0.2,4.0,427.46736060000006 +2010-03-08 05:30:00,0,-0.3,3.0,470.8803068 +2010-03-08 06:30:00,22,-0.2,4.0,495.3635364 +2010-03-08 07:30:00,65,-0.2,4.0,508.9556333 +2010-03-08 08:30:00,102,-0.2,4.0,514.5642680999998 +2010-03-08 09:30:00,245,0.0,4.0,527.1458002 +2010-03-08 10:30:00,145,0.5,4.0,538.7810761 +2010-03-08 11:30:00,483,1.2,4.0,534.3070299999998 +2010-03-08 12:30:00,406,2.4,4.0,531.087003 +2010-03-08 13:30:00,211,3.0,4.0,514.9822745 +2010-03-08 14:30:00,145,3.1,5.0,504.7480089 +2010-03-08 15:30:00,35,2.7,5.0,495.8596319 +2010-03-08 16:30:00,1,2.3,7.0,496.7369859 +2010-03-08 17:30:00,0,1.0,6.0,509.3460788 +2010-03-08 18:30:00,0,0.2,7.0,509.7181504 +2010-03-08 19:30:00,0,0.0,7.0,482.34562410000007 +2010-03-08 20:30:00,0,0.0,6.0,463.6777357 +2010-03-08 21:30:00,0,0.0,6.2,440.7838489 +2010-03-08 22:30:00,0,-0.1,6.5,422.795795 +2010-03-08 23:30:00,0,-0.1,6.7,401.220236 +2010-03-09 00:30:00,0,0.0,7.0,387.3387501 +2010-03-09 01:30:00,0,0.0,6.2,375.5794503 +2010-03-09 02:30:00,0,0.1,6.5,377.3433452 +2010-03-09 03:30:00,0,0.5,6.7,378.08289489999987 +2010-03-09 04:30:00,0,1.4,6.0,380.310731 +2010-03-09 05:30:00,0,1.4,5.0,383.8063666000001 +2010-03-09 06:30:00,24,1.5,3.0,400.6276775 +2010-03-09 07:30:00,66,1.6,2.0,423.0668101 +2010-03-09 08:30:00,103,2.0,2.0,442.06083539999986 +2010-03-09 09:30:00,131,2.5,2.0,464.7847635 +2010-03-09 10:30:00,146,3.1,3.0,480.6506313 +2010-03-09 11:30:00,148,4.0,4.0,483.4296845 +2010-03-09 12:30:00,137,4.3,2.0,471.37180880000005 +2010-03-09 13:30:00,113,4.2,1.0,447.6740636 +2010-03-09 14:30:00,78,4.1,1.0,434.6102165 +2010-03-09 15:30:00,37,4.5,2.0,423.75583160000014 +2010-03-09 16:30:00,2,4.1,2.0,431.7301067 +2010-03-09 17:30:00,0,3.1,2.0,450.1729148 +2010-03-09 18:30:00,0,2.9,2.2,451.022708 +2010-03-09 19:30:00,0,2.4,2.3,429.6951967 +2010-03-09 20:30:00,0,2.0,2.1,424.1141227 +2010-03-09 21:30:00,0,1.1,2.0,413.0162836 +2010-03-09 22:30:00,0,0.0,1.8,392.7636458 +2010-03-09 23:30:00,0,-1.3,1.8,373.1311273 +2010-03-10 00:30:00,0,-2.3,1.7,360.86654510000005 +2010-03-10 01:30:00,0,-3.2,1.7,359.96163019999995 +2010-03-10 02:30:00,0,-3.4,1.5,360.6139039 +2010-03-10 03:30:00,0,-3.1,1.7,362.4788553 +2010-03-10 04:30:00,0,-3.3,1.0,363.5812897 +2010-03-10 05:30:00,0,-3.0,2.0,356.1352643 +2010-03-10 06:30:00,84,-2.4,2.0,363.9625482 +2010-03-10 07:30:00,129,-1.5,2.0,387.260661 +2010-03-10 08:30:00,268,-1.0,2.0,416.0801324 +2010-03-10 09:30:00,437,0.9,2.0,437.8394305 +2010-03-10 10:30:00,444,2.0,4.0,461.6749799 +2010-03-10 11:30:00,493,3.1,3.0,468.491699 +2010-03-10 12:30:00,456,3.6,3.0,453.9349721 +2010-03-10 13:30:00,376,4.0,3.0,447.2514638 +2010-03-10 14:30:00,275,4.1,2.0,439.888121 +2010-03-10 15:30:00,131,4.1,3.0,432.9381911 +2010-03-10 16:30:00,6,3.3,3.0,436.6451266 +2010-03-10 17:30:00,0,1.8,2.0,446.5991901 +2010-03-10 18:30:00,0,0.7,2.0,451.35343830000005 +2010-03-10 19:30:00,0,0.3,2.0,433.3653844 +2010-03-10 20:30:00,0,-0.3,2.0,270.0 +2010-03-10 21:30:00,0,-0.7,2.9,428.8637774 +2010-03-10 22:30:00,0,-0.6,3.3,408.9969917 +2010-03-10 23:30:00,0,-0.9,6.2,392.2813307 +2010-03-11 00:30:00,0,-0.7,7.1,390.6230857 +2010-03-11 01:30:00,0,-1.2,7.5,389.2863841 +2010-03-11 02:30:00,0,-1.3,5.9,392.2859242 +2010-03-11 03:30:00,0,-1.5,6.8,397.2928136 +2010-03-11 04:30:00,0,-1.7,6.0,416.8656169 +2010-03-11 05:30:00,0,-1.9,7.0,468.7581206 +2010-03-11 06:30:00,51,-1.6,8.0,507.1044623 +2010-03-11 07:30:00,132,-0.7,7.0,525.4875552 +2010-03-11 08:30:00,202,0.1,9.0,529.8192035000002 +2010-03-11 09:30:00,254,0.3,8.0,538.2803872000002 +2010-03-11 10:30:00,284,0.7,8.0,545.7631602999999 +2010-03-11 11:30:00,287,1.7,7.0,543.0300417999998 +2010-03-11 12:30:00,265,2.7,7.0,543.6547546 +2010-03-11 13:30:00,219,3.7,6.0,537.4351875 +2010-03-11 14:30:00,81,3.1,7.0,536.6129552 +2010-03-11 15:30:00,74,2.8,5.0,526.3235679 +2010-03-11 16:30:00,3,2.3,4.0,524.1646339 +2010-03-11 17:30:00,0,1.9,4.0,534.1186974999998 +2010-03-11 18:30:00,0,1.6,3.0,542.4926051 +2010-03-11 19:30:00,0,1.4,2.0,523.4756125 +2010-03-11 20:30:00,0,1.1,1.0,507.2698275 +2010-03-11 21:30:00,0,0.9,1.1,480.5725422 +2010-03-11 22:30:00,0,0.6,1.2,454.426474 +2010-03-11 23:30:00,0,-0.3,0.3,428.7810948 +2010-03-12 00:30:00,0,-0.5,0.0,420.64604800000006 +2010-03-12 01:30:00,0,-0.7,0.0,414.3805461 +2010-03-12 02:30:00,0,-0.6,0.2,415.2992414 +2010-03-12 03:30:00,0,-0.7,0.3,421.3672238 +2010-03-12 04:30:00,0,-0.9,1.0,436.7875244 +2010-03-12 05:30:00,0,-0.8,2.0,485.46459460000005 +2010-03-12 06:30:00,29,-0.7,1.0,512.4604558999998 +2010-03-12 07:30:00,71,-0.6,2.0,531.279929 +2010-03-12 08:30:00,109,-0.4,2.0,538.5881501 +2010-03-12 09:30:00,136,-0.2,3.0,547.2009185 +2010-03-12 10:30:00,286,1.2,4.0,559.9570027000002 +2010-03-12 11:30:00,290,2.7,4.0,560.4944393999998 +2010-03-12 12:30:00,268,1.4,3.0,552.0516296 +2010-03-12 13:30:00,298,0.5,2.0,546.5807992 +2010-03-12 14:30:00,156,2.0,3.0,538.9372543 +2010-03-12 15:30:00,76,1.9,3.0,521.4912306 +2010-03-12 16:30:00,4,0.6,2.0,519.3047358 +2010-03-12 17:30:00,0,-0.1,2.0,536.456777 +2010-03-12 18:30:00,0,-0.9,1.0,547.88994 +2010-03-12 19:30:00,0,-1.6,2.0,522.198626 +2010-03-12 20:30:00,0,-2.3,1.0,502.869277 +2010-03-12 21:30:00,0,-2.7,0.8,481.6474157 +2010-03-12 22:30:00,0,-2.9,1.2,449.8054367 +2010-03-12 23:30:00,0,-3.5,2.2,429.1991012 +2010-03-13 00:30:00,0,-4.0,2.1,416.2684649 +2010-03-13 01:30:00,0,-4.1,1.9,410.8986909 +2010-03-13 02:30:00,0,-4.2,1.2,412.1894578 +2010-03-13 03:30:00,0,-3.9,1.7,417.5362644 +2010-03-13 04:30:00,0,-3.6,1.0,432.947378 +2010-03-13 05:30:00,0,-2.9,1.0,485.3130099 +2010-03-13 06:30:00,58,-2.5,1.0,510.77005650000007 +2010-03-13 07:30:00,138,-2.2,1.0,518.5146579 +2010-03-13 08:30:00,209,-0.7,2.0,520.7195266 +2010-03-13 09:30:00,413,-0.4,1.0,523.0438257000002 +2010-03-13 10:30:00,390,0.4,3.0,527.6051478 +2010-03-13 11:30:00,293,1.6,3.0,528.0323411 +2010-03-13 12:30:00,143,2.1,2.0,527.0585241 +2010-03-13 13:30:00,119,2.8,3.0,519.6354661 +2010-03-13 14:30:00,84,2.8,3.0,514.1692291 +2010-03-13 15:30:00,42,2.5,2.0,501.71631439999993 +2010-03-13 16:30:00,3,1.3,2.0,502.5385467 +2010-03-13 17:30:00,0,1.1,2.0,517.0125911 +2010-03-13 18:30:00,0,0.7,2.0,530.6276553 +2010-03-13 19:30:00,0,1.0,2.0,510.8205848 +2010-03-13 20:30:00,0,1.5,3.0,493.6639501 +2010-03-13 21:30:00,0,1.7,2.5,474.2197642 +2010-03-13 22:30:00,0,2.0,2.0,447.1779681 +2010-03-13 23:30:00,0,2.3,3.6,416.9482994 +2010-03-14 00:30:00,0,2.2,2.5,404.0130697 +2010-03-14 01:30:00,0,2.4,3.0,399.6217062 +2010-03-14 02:30:00,0,2.3,2.5,400.6552384 +2010-03-14 03:30:00,0,2.4,2.5,405.2027801 +2010-03-14 04:30:00,0,2.4,3.0,425.8091156 +2010-03-14 05:30:00,0,2.4,5.0,474.2105772 +2010-03-14 06:30:00,32,2.4,5.0,507.7062077 +2010-03-14 07:30:00,75,2.6,5.0,518.5697796000002 +2010-03-14 08:30:00,112,3.0,5.0,522.4604542 +2010-03-14 09:30:00,139,3.2,6.0,524.5229251000002 +2010-03-14 10:30:00,155,3.6,6.0,526.9804349999998 +2010-03-14 11:30:00,156,4.3,5.0,529.2542059 +2010-03-14 12:30:00,144,3.9,5.0,526.8380373 +2010-03-14 13:30:00,120,4.8,5.0,516.4384065 +2010-03-14 14:30:00,85,4.0,5.0,509.0475028 +2010-03-14 15:30:00,43,4.1,4.0,495.9836557 +2010-03-14 16:30:00,4,4.0,4.0,494.5964258 +2010-03-14 17:30:00,0,3.8,4.0,508.67083780000013 +2010-03-14 18:30:00,0,3.6,5.0,524.1921948 +2010-03-14 19:30:00,0,3.3,4.0,504.4861807 +2010-03-14 20:30:00,0,3.3,4.0,489.7043734 +2010-03-14 21:30:00,0,3.5,3.8,470.9492089 +2010-03-14 22:30:00,0,3.3,2.6,444.5964344 +2010-03-14 23:30:00,0,3.2,3.8,420.9262501 +2010-03-15 00:30:00,0,3.2,3.6,409.0658938 +2010-03-15 01:30:00,0,3.3,5.3,405.4416409 +2010-03-15 02:30:00,0,3.4,5.1,407.8761834 +2010-03-15 03:30:00,0,3.4,6.4,412.5247816 +2010-03-15 04:30:00,0,3.5,5.0,428.7167862 +2010-03-15 05:30:00,0,3.5,4.0,476.32357639999987 +2010-03-15 06:30:00,34,3.6,4.0,503.6226071 +2010-03-15 07:30:00,77,3.8,4.0,509.897296 +2010-03-15 08:30:00,114,4.0,5.0,513.9165879 +2010-03-15 09:30:00,141,4.3,4.0,518.0415298 +2010-03-15 10:30:00,156,4.7,6.0,529.8100165 +2010-03-15 11:30:00,158,4.8,5.0,534.2519083000002 +2010-03-15 12:30:00,146,4.7,5.0,532.8233371 +2010-03-15 13:30:00,121,4.8,5.0,529.033719 +2010-03-15 14:30:00,86,5.0,5.0,523.6134168000002 +2010-03-15 15:30:00,44,5.4,4.0,512.7314709999998 +2010-03-15 16:30:00,4,5.7,5.0,507.6464925 +2010-03-15 17:30:00,0,5.8,5.0,515.3865003999998 +2010-03-15 18:30:00,0,5.9,4.0,522.7222823 +2010-03-15 19:30:00,0,5.9,4.0,499.43335660000014 +2010-03-15 20:30:00,0,5.8,4.0,481.57392 +2010-03-15 21:30:00,0,5.6,5.1,467.8532058 +2010-03-15 22:30:00,0,5.4,6.0,451.46827520000005 +2010-03-15 23:30:00,0,5.2,5.5,425.822896 +2010-03-16 00:30:00,0,5.1,3.8,424.8215181 +2010-03-16 01:30:00,0,4.9,3.2,414.2289614 +2010-03-16 02:30:00,0,4.9,3.2,414.5688786 +2010-03-16 03:30:00,0,4.9,2.1,406.1214754 +2010-03-16 04:30:00,0,4.9,4.0,407.2514706 +2010-03-16 05:30:00,1,4.9,4.0,405.0328215 +2010-03-16 06:30:00,35,4.7,5.0,419.2036964 +2010-03-16 07:30:00,78,4.9,3.0,444.3208258 +2010-03-16 08:30:00,116,4.9,3.0,470.544983 +2010-03-16 09:30:00,143,5.1,2.1,493.38374810000005 +2010-03-16 10:30:00,158,5.3,2.6,498.6938069 +2010-03-16 11:30:00,159,5.5,4.1,495.4554059 +2010-03-16 12:30:00,279,6.0,3.6,484.84447530000006 +2010-03-16 13:30:00,233,6.4,3.6,471.913839 +2010-03-16 14:30:00,166,6.0,3.6,461.1696975 +2010-03-16 15:30:00,86,5.8,2.6,440.2785665 +2010-03-16 16:30:00,5,5.8,2.6,429.8008466 +2010-03-16 17:30:00,0,5.8,2.6,443.3699761 +2010-03-16 18:30:00,0,5.8,2.6,456.7232123 +2010-03-16 19:30:00,0,5.8,3.1,432.763639 +2010-03-16 20:30:00,0,5.6,3.6,423.3424187 +2010-03-16 21:30:00,0,5.2,3.4,423.27811 +2010-03-16 22:30:00,0,5.0,3.7,398.9832129 +2010-03-16 23:30:00,0,4.8,3.5,434.7964586 +2010-03-17 00:30:00,0,4.7,3.8,453.4443313 +2010-03-17 01:30:00,0,4.6,3.1,473.9624667 +2010-03-17 02:30:00,0,4.4,2.9,485.0217278 +2010-03-17 03:30:00,0,4.2,3.2,480.24630660000014 +2010-03-17 04:30:00,0,4.0,3.1,482.0395209 +2010-03-17 05:30:00,1,3.7,2.6,504.5811724 +2010-03-17 06:30:00,37,3.6,3.1,508.4233642 +2010-03-17 07:30:00,80,3.6,2.6,481.6278395 +2010-03-17 08:30:00,117,3.6,2.6,437.5211528 +2010-03-17 09:30:00,145,3.8,4.1,428.48059000000006 +2010-03-17 10:30:00,160,4.0,3.6,418.3194522 +2010-03-17 11:30:00,161,4.6,3.0,407.2089002 +2010-03-17 12:30:00,149,4.6,2.0,418.66389110000006 +2010-03-17 13:30:00,124,4.9,3.0,426.2929827 +2010-03-17 14:30:00,89,5.2,3.0,429.7800773 +2010-03-17 15:30:00,47,5.0,2.0,437.0221326 +2010-03-17 16:30:00,6,4.9,2.0,431.3250823 +2010-03-17 17:30:00,0,4.7,2.0,408.8835364 +2010-03-17 18:30:00,0,4.7,2.0,389.2565444 +2010-03-17 19:30:00,0,4.9,2.0,392.6425646 +2010-03-17 20:30:00,0,5.0,2.0,401.466301 +2010-03-17 21:30:00,0,5.0,2.3,392.1640356 +2010-03-17 22:30:00,0,5.1,2.1,397.3161578 +2010-03-17 23:30:00,0,5.1,2.3,401.1834882 +2010-03-18 00:30:00,0,5.2,1.1,387.7613499 +2010-03-18 01:30:00,0,5.2,1.3,383.6961232 +2010-03-18 02:30:00,0,5.1,2.1,383.4159211 +2010-03-18 03:30:00,0,5.0,1.3,391.6566179 +2010-03-18 04:30:00,0,5.2,2.0,416.3052127 +2010-03-18 05:30:00,2,5.2,3.0,465.657524 +2010-03-18 06:30:00,38,5.1,2.0,484.8123209 +2010-03-18 07:30:00,82,5.0,2.0,493.1540742 +2010-03-18 08:30:00,119,5.1,3.0,491.5187966 +2010-03-18 09:30:00,146,5.3,3.0,492.1481029 +2010-03-18 10:30:00,161,5.8,3.0,493.9074044 +2010-03-18 11:30:00,308,6.6,3.0,497.1595857 +2010-03-18 12:30:00,285,6.5,3.0,499.6125022 +2010-03-18 13:30:00,126,6.3,3.0,496.3097926 +2010-03-18 14:30:00,171,6.5,3.0,488.514663 +2010-03-18 15:30:00,48,6.2,3.0,483.8476909 +2010-03-18 16:30:00,7,6.0,3.0,486.5394681 +2010-03-18 17:30:00,0,5.7,2.0,504.7250415 +2010-03-18 18:30:00,0,4.9,4.0,522.5569172 +2010-03-18 19:30:00,0,4.8,4.0,499.0658785 +2010-03-18 20:30:00,0,4.5,2.0,479.60331860000014 +2010-03-18 21:30:00,0,3.9,2.0,458.14719 +2010-03-18 22:30:00,0,3.4,2.7,423.471036 +2010-03-18 23:30:00,0,3.0,2.1,400.4163776 +2010-03-19 00:30:00,0,2.3,2.8,390.7011748 +2010-03-19 01:30:00,0,1.7,2.9,387.646513 +2010-03-19 02:30:00,0,1.5,4.9,394.3346147 +2010-03-19 03:30:00,0,1.1,4.5,399.8697539 +2010-03-19 04:30:00,0,0.8,3.0,415.0144458 +2010-03-19 05:30:00,6,0.3,4.0,463.7420443 +2010-03-19 06:30:00,76,0.3,4.0,496.8610097 +2010-03-19 07:30:00,158,1.0,4.0,512.1113517 +2010-03-19 08:30:00,308,2.8,3.0,515.9744654 +2010-03-19 09:30:00,376,3.3,5.0,521.4682632 +2010-03-19 10:30:00,489,3.8,4.0,526.9345003000002 +2010-03-19 11:30:00,541,4.3,4.0,531.472855 +2010-03-19 12:30:00,500,4.5,4.0,529.6813992 +2010-03-19 13:30:00,324,5.5,3.0,512.7130971 +2010-03-19 14:30:00,233,5.2,4.0,513.9671162 +2010-03-19 15:30:00,147,5.0,4.0,507.0034058 +2010-03-19 16:30:00,20,4.5,3.0,500.035102 +2010-03-19 17:30:00,0,2.9,1.0,506.9023493 +2010-03-19 18:30:00,0,2.4,1.0,520.7516809 +2010-03-19 19:30:00,0,2.0,1.0,497.8761681 +2010-03-19 20:30:00,0,1.9,2.0,479.47470130000005 +2010-03-19 21:30:00,0,1.6,3.1,453.4985918 +2010-03-19 22:30:00,0,1.4,3.1,426.5670392 +2010-03-19 23:30:00,0,0.1,2.1,399.0337412 +2010-03-20 00:30:00,0,0.1,2.1,387.8899672 +2010-03-20 01:30:00,0,0.2,2.1,383.347019 +2010-03-20 02:30:00,0,-0.1,2.1,387.7980977 +2010-03-20 03:30:00,0,-0.4,3.1,394.3300213 +2010-03-20 04:30:00,0,-0.3,3.0,407.1504141 +2010-03-20 05:30:00,3,-0.1,3.0,456.5027254 +2010-03-20 06:30:00,42,-0.1,3.0,490.3612405 +2010-03-20 07:30:00,85,0.2,4.0,510.9997304 +2010-03-20 08:30:00,123,0.5,2.0,519.3920118999998 +2010-03-20 09:30:00,150,0.7,3.0,534.0635758000002 +2010-03-20 10:30:00,164,1.0,3.0,545.0098302 +2010-03-20 11:30:00,166,1.6,3.0,548.6754244 +2010-03-20 12:30:00,153,2.1,4.0,552.3180513 +2010-03-20 13:30:00,129,2.5,3.0,539.7273323 +2010-03-20 14:30:00,93,2.8,4.0,530.8986705 +2010-03-20 15:30:00,50,3.2,4.0,521.4774502 +2010-03-20 16:30:00,8,3.4,3.0,516.7875107 +2010-03-20 17:30:00,0,3.4,4.0,522.5201694 +2010-03-20 18:30:00,0,3.3,5.0,531.877081 +2010-03-20 19:30:00,0,3.2,5.0,506.6910494 +2010-03-20 20:30:00,0,3.3,4.0,486.0847139 +2010-03-20 21:30:00,0,2.9,2.9,461.7944103 +2010-03-20 22:30:00,0,2.7,4.3,431.3993764 +2010-03-20 23:30:00,0,2.5,3.2,411.4361277 +2010-03-21 00:30:00,0,1.3,2.6,401.9505987 +2010-03-21 01:30:00,0,-0.2,2.4,395.8091207 +2010-03-21 02:30:00,0,-0.7,2.3,399.0199607 +2010-03-21 03:30:00,0,-0.8,1.6,404.8307085 +2010-03-21 04:30:00,0,-1.2,1.0,419.6217027 +2010-03-21 05:30:00,10,-1.1,1.0,468.8040554 +2010-03-21 06:30:00,150,-1.6,1.0,500.7562778 +2010-03-21 07:30:00,301,0.0,3.0,519.6814009 +2010-03-21 08:30:00,409,0.4,2.0,528.4227866 +2010-03-21 09:30:00,523,2.0,2.0,533.3469934 +2010-03-21 10:30:00,574,3.7,1.0,538.9556282000002 +2010-03-21 11:30:00,592,4.8,3.0,539.3001389 +2010-03-21 12:30:00,549,5.7,2.0,535.4278383000002 +2010-03-21 13:30:00,460,5.8,1.0,525.3543444000002 +2010-03-21 14:30:00,334,5.9,2.0,521.8862696 +2010-03-21 15:30:00,183,5.2,2.0,506.475156 +2010-03-21 16:30:00,33,4.9,2.0,499.8513629 +2010-03-21 17:30:00,0,2.9,2.0,507.8348251 +2010-03-21 18:30:00,0,1.2,1.0,523.5950429 +2010-03-21 19:30:00,0,0.1,3.0,505.9974345 +2010-03-21 20:30:00,0,-0.1,3.0,485.5151228 +2010-03-21 21:30:00,0,-0.4,3.4,463.2137945 +2010-03-21 22:30:00,0,-0.5,2.7,437.0217917 +2010-03-21 23:30:00,0,-0.5,3.0,412.8003902 +2010-03-22 00:30:00,0,-0.8,3.8,402.8922614 +2010-03-22 01:30:00,0,-0.9,2.6,398.2023219 +2010-03-22 02:30:00,0,-1.1,2.4,399.842193 +2010-03-22 03:30:00,0,-1.3,2.2,406.0479798 +2010-03-22 04:30:00,0,-1.0,1.0,422.8738841 +2010-03-22 05:30:00,9,-0.7,1.0,466.4246346 +2010-03-22 06:30:00,85,0.0,1.0,494.7250432 +2010-03-22 07:30:00,169,0.9,1.0,509.07047019999993 +2010-03-22 08:30:00,239,1.4,1.0,518.5927469999998 +2010-03-22 09:30:00,290,2.1,1.0,526.8104764 +2010-03-22 10:30:00,317,3.4,2.0,540.9951318 +2010-03-22 11:30:00,320,4.3,3.0,541.527975 +2010-03-22 12:30:00,297,5.1,3.0,533.034637 +2010-03-22 13:30:00,249,3.8,3.0,518.0461233 +2010-03-22 14:30:00,96,1.9,3.0,509.2450223 +2010-03-22 15:30:00,53,0.9,2.0,500.1637193 +2010-03-22 16:30:00,10,0.3,2.0,499.3047392 +2010-03-22 17:30:00,0,0.2,1.0,505.1752022 +2010-03-22 18:30:00,0,0.5,2.0,518.2068949 +2010-03-22 19:30:00,0,0.9,2.0,495.05118 +2010-03-22 20:30:00,0,1.2,3.0,486.2730465 +2010-03-22 21:30:00,0,1.2,2.2,476.9023544 +2010-03-22 22:30:00,0,1.4,3.5,465.8412631 +2010-03-22 23:30:00,0,1.6,3.2,397.5270809 +2010-03-23 00:30:00,0,1.8,2.8,388.3355344 +2010-03-23 01:30:00,0,1.2,3.0,383.0162887 +2010-03-23 02:30:00,0,1.3,2.7,383.8201471 +2010-03-23 03:30:00,0,1.4,2.9,385.30384 +2010-03-23 04:30:00,0,1.5,3.0,382.95198 +2010-03-23 05:30:00,6,1.0,3.0,385.4462377 +2010-03-23 06:30:00,47,0.0,2.0,403.4894134 +2010-03-23 07:30:00,91,-0.7,4.0,429.6722293 +2010-03-23 08:30:00,128,-0.7,5.0,452.8509116 +2010-03-23 09:30:00,155,-0.7,5.0,468.5835685 +2010-03-23 10:30:00,320,-0.2,4.0,471.16050880000006 +2010-03-23 11:30:00,322,-1.0,5.0,468.6340968 +2010-03-23 12:30:00,299,-1.0,6.0,466.5670324 +2010-03-23 13:30:00,398,-0.8,7.0,463.3607858 +2010-03-23 14:30:00,183,-0.6,6.0,461.1375432 +2010-03-23 15:30:00,178,-0.6,6.0,458.39523770000005 +2010-03-23 16:30:00,39,-0.6,5.0,461.7990038 +2010-03-23 17:30:00,0,-1.6,5.0,467.7521493 +2010-03-23 18:30:00,0,-2.0,5.0,478.48251039999985 +2010-03-23 19:30:00,0,-2.2,6.0,454.9363499 +2010-03-23 20:30:00,0,-2.6,4.0,448.9464566 +2010-03-23 21:30:00,0,-2.8,4.2,440.1866969 +2010-03-23 22:30:00,0,-3.1,4.3,425.2303375 +2010-03-23 23:30:00,0,-3.3,5.0,439.0567017 +2010-03-24 00:30:00,0,-3.5,5.6,419.52064630000007 +2010-03-24 01:30:00,0,-3.7,7.7,414.92716980000006 +2010-03-24 02:30:00,0,-3.7,4.8,413.1724618 +2010-03-24 03:30:00,0,-3.6,6.5,409.0796742 +2010-03-24 04:30:00,0,-3.4,6.0,402.1389313 +2010-03-24 05:30:00,25,-3.3,5.0,390.172925 +2010-03-24 06:30:00,174,-2.7,5.0,396.7645638 +2010-03-24 07:30:00,329,-0.4,4.0,418.7121944 +2010-03-24 08:30:00,461,1.0,4.0,444.2702975 +2010-03-24 09:30:00,557,2.2,5.0,462.7590404 +2010-03-24 10:30:00,605,2.3,4.0,483.6777323 +2010-03-24 11:30:00,594,3.5,5.0,494.1049239 +2010-03-24 12:30:00,524,5.1,4.0,487.733772 +2010-03-24 13:30:00,402,5.1,3.0,471.8724977 +2010-03-24 14:30:00,295,5.5,2.0,466.4705694 +2010-03-24 15:30:00,141,5.0,3.0,462.1205471 +2010-03-24 16:30:00,23,3.6,3.0,467.6648732 +2010-03-24 17:30:00,0,2.0,2.0,477.5408477 +2010-03-24 18:30:00,0,1.1,2.0,493.4572437 +2010-03-24 19:30:00,0,0.4,2.0,485.7953249 +2010-03-24 20:30:00,0,-0.1,2.0,478.5697864 +2010-03-24 21:30:00,0,-0.8,2.8,476.5762176 +2010-03-24 22:30:00,0,-1.3,3.1,459.6308829 +2010-03-24 23:30:00,0,-1.7,1.8,442.2032331 +2010-03-25 00:30:00,0,-2.2,3.1,434.316234 +2010-03-25 01:30:00,0,-2.2,2.8,432.6809564 +2010-03-25 02:30:00,0,-2.8,3.6,425.7402134 +2010-03-25 03:30:00,0,-2.8,3.8,429.7962532 +2010-03-25 04:30:00,0,-3.0,3.0,446.1628098000001 +2010-03-25 05:30:00,28,-3.2,3.0,479.1393775 +2010-03-25 06:30:00,150,-1.9,3.0,509.5435983 +2010-03-25 07:30:00,240,0.0,3.0,525.8366593999998 +2010-03-25 08:30:00,333,1.5,3.0,536.0158033 +2010-03-25 09:30:00,402,3.0,4.0,542.4282964 +2010-03-25 10:30:00,438,4.0,3.0,546.7645382000002 +2010-03-25 11:30:00,441,5.7,1.0,546.5762057000002 +2010-03-25 12:30:00,409,7.7,3.0,540.6276536 +2010-03-25 13:30:00,345,7.1,3.0,535.9974294 +2010-03-25 14:30:00,254,7.2,4.0,539.2863585 +2010-03-25 15:30:00,144,6.5,3.0,533.0530109 +2010-03-25 16:30:00,25,5.5,3.0,532.2904938 +2010-03-25 17:30:00,0,3.3,1.0,536.1719815 +2010-03-25 18:30:00,0,2.0,2.0,539.3506672 +2010-03-25 19:30:00,0,1.5,2.0,527.4627501 +2010-03-25 20:30:00,0,1.6,2.0,529.9018861000002 +2010-03-25 21:30:00,0,1.2,2.8,504.3391895 +2010-03-25 22:30:00,0,-0.2,2.5,445.9790708 +2010-03-25 23:30:00,0,-0.4,2.2,421.1053957 +2010-03-26 00:30:00,0,-1.0,3.0,415.7402151 +2010-03-26 01:30:00,0,-1.3,2.8,405.7539973 +2010-03-26 02:30:00,0,-1.1,3.0,406.1122884 +2010-03-26 03:30:00,0,-1.3,3.8,412.837138 +2010-03-26 04:30:00,0,-1.2,4.0,439.7411297 +2010-03-26 05:30:00,18,-0.9,3.0,476.5119089 +2010-03-26 06:30:00,171,-0.4,4.0,511.6933453 +2010-03-26 07:30:00,339,1.5,7.0,535.9514946 +2010-03-26 08:30:00,473,3.1,10.0,548.8499764999998 +2010-03-26 09:30:00,564,4.4,9.0,551.20643 +2010-03-26 10:30:00,616,5.4,6.0,550.0902152000001 +2010-03-26 11:30:00,575,6.4,7.0,535.1108883999998 +2010-03-26 12:30:00,560,7.8,8.0,525.3405639 +2010-03-26 13:30:00,259,7.4,7.0,525.1200771000001 +2010-03-26 14:30:00,191,7.1,7.0,517.7842951 +2010-03-26 15:30:00,109,7.0,5.0,503.0254552 +2010-03-26 16:30:00,14,6.2,5.0,499.08884580000006 +2010-03-26 17:30:00,0,5.1,3.0,505.8458497 +2010-03-26 18:30:00,0,4.8,2.0,522.295089 +2010-03-26 19:30:00,0,5.0,3.0,511.60147580000006 +2010-03-26 20:30:00,0,5.0,3.0,490.260184 +2010-03-26 21:30:00,0,4.4,1.9,472.53395830000005 +2010-03-26 22:30:00,0,3.2,2.4,448.27121560000006 +2010-03-26 23:30:00,0,3.2,4.3,416.452204 +2010-03-27 00:30:00,0,3.0,3.3,407.2055358 +2010-03-27 01:30:00,0,2.4,3.7,404.2978652 +2010-03-27 02:30:00,0,2.2,5.2,404.7618063 +2010-03-27 03:30:00,0,2.4,4.6,408.5652049 +2010-03-27 04:30:00,0,2.8,4.0,425.9652938 +2010-03-27 05:30:00,11,2.8,5.0,464.27029410000006 +2010-03-27 06:30:00,54,2.8,4.0,491.6703813 +2010-03-27 07:30:00,97,3.1,4.0,504.7342284 +2010-03-27 08:30:00,134,3.6,3.0,514.2381313 +2010-03-27 09:30:00,161,4.0,3.0,520.5174135999998 +2010-03-27 10:30:00,175,4.5,4.0,526.2225114 +2010-03-27 11:30:00,176,4.7,4.0,523.4480516 +2010-03-27 12:30:00,163,5.4,3.0,514.8490636 +2010-03-27 13:30:00,138,5.8,2.0,507.072308 +2010-03-27 14:30:00,102,6.2,3.0,504.720448 +2010-03-27 15:30:00,59,6.3,1.0,493.2551307 +2010-03-27 16:30:00,15,6.0,2.0,487.8164546 +2010-03-27 17:30:00,0,6.0,2.0,496.4246295 +2010-03-27 18:30:00,0,6.0,1.0,514.1738226 +2010-03-27 19:30:00,0,6.2,1.0,497.92669630000006 +2010-03-27 20:30:00,0,6.0,1.0,482.0378612 +2010-03-27 21:30:00,0,6.2,2.0,466.640528 +2010-03-27 22:30:00,0,6.2,2.6,439.7732841 +2010-03-27 23:30:00,0,6.1,3.2,417.3525254 +2010-03-28 00:30:00,0,6.1,1.8,405.3635518 +2010-03-28 01:30:00,0,5.6,1.2,401.702551 +2010-03-28 02:30:00,0,5.6,1.3,404.9363584 +2010-03-28 03:30:00,0,5.5,1.4,408.8821547 +2010-03-28 04:30:00,0,5.5,1.0,422.3502278 +2010-03-28 05:30:00,12,5.5,3.0,454.8169195 +2010-03-28 06:30:00,55,5.7,3.0,485.9239423 +2010-03-28 07:30:00,99,6.3,4.0,503.2046008 +2010-03-28 08:30:00,136,6.7,5.0,506.9896254 +2010-03-28 09:30:00,163,7.4,6.0,512.3272451 +2010-03-28 10:30:00,177,8.0,4.0,518.2574232 +2010-03-28 11:30:00,336,9.4,4.0,522.1205369 +2010-03-28 12:30:00,313,10.3,4.0,517.5454343 +2010-03-28 13:30:00,264,10.9,4.0,503.6961028 +2010-03-28 14:30:00,196,11.5,4.0,490.3428666 +2010-03-28 15:30:00,114,11.8,4.0,474.2611055 +2010-03-28 16:30:00,31,10.8,3.0,472.28591060000014 +2010-03-28 17:30:00,0,9.5,2.0,474.2794794 +2010-03-28 18:30:00,0,8.1,1.0,487.338733 +2010-03-28 19:30:00,0,8.1,3.0,472.791193 +2010-03-28 20:30:00,0,8.1,3.0,468.8453967 +2010-03-28 21:30:00,0,7.7,3.4,459.0291375 +2010-03-28 22:30:00,0,7.3,3.2,433.8522929 +2010-03-28 23:30:00,0,7.2,3.0,411.9689709 +2010-03-29 00:30:00,0,6.8,2.7,399.8054452 +2010-03-29 01:30:00,0,6.6,2.5,392.4053546 +2010-03-29 02:30:00,0,6.7,2.3,387.637326 +2010-03-29 03:30:00,0,6.6,2.0,380.8895091 +2010-03-29 04:30:00,0,6.4,2.0,369.764109 +2010-03-29 05:30:00,44,6.7,1.0,356.3190034 +2010-03-29 06:30:00,171,8.5,1.0,360.0902476 +2010-03-29 07:30:00,349,11.6,3.0,384.1325035 +2010-03-29 08:30:00,414,13.5,3.0,409.6630457 +2010-03-29 09:30:00,568,15.5,5.0,425.726433 +2010-03-29 10:30:00,338,16.0,5.0,438.53763889999993 +2010-03-29 11:30:00,339,17.0,4.0,443.0668067 +2010-03-29 12:30:00,547,17.6,5.0,431.6933589 +2010-03-29 13:30:00,266,18.0,4.0,423.6409947 +2010-03-29 14:30:00,267,18.1,4.0,411.5463711 +2010-03-29 15:30:00,116,17.3,4.0,402.46966160000005 +2010-03-29 16:30:00,32,16.5,4.0,402.6258398 +2010-03-29 17:30:00,0,14.5,3.0,415.1476567 +2010-03-29 18:30:00,0,13.2,3.0,430.6965745 +2010-03-29 19:30:00,0,12.5,3.0,420.8022262 +2010-03-29 20:30:00,0,12.1,4.0,414.1049375 +2010-03-29 21:30:00,0,12.2,4.0,411.8771014 +2010-03-29 22:30:00,0,11.4,4.0,393.209213 +2010-03-29 23:30:00,0,11.1,3.9,374.7664049 +2010-03-30 00:30:00,0,10.7,3.8,363.140316 +2010-03-30 01:30:00,0,9.7,3.7,359.5849652 +2010-03-30 02:30:00,0,9.5,3.7,358.4779373 +2010-03-30 03:30:00,0,9.4,3.0,357.8026963 +2010-03-30 04:30:00,0,7.7,2.0,358.1839548 +2010-03-30 05:30:00,27,7.6,2.0,356.0985165 +2010-03-30 06:30:00,111,8.8,3.0,370.5955283 +2010-03-30 07:30:00,261,11.3,3.0,393.0805957 +2010-03-30 08:30:00,355,11.0,4.0,408.6984157 +2010-03-30 09:30:00,498,13.2,4.0,412.8830728 +2010-03-30 10:30:00,540,14.8,4.0,419.5390202 +2010-03-30 11:30:00,542,17.3,4.0,425.8826112 +2010-03-30 12:30:00,318,18.5,3.0,423.5491251 +2010-03-30 13:30:00,269,19.8,4.0,419.3552811 +2010-03-30 14:30:00,201,18.9,3.0,412.4053512 +2010-03-30 15:30:00,118,18.7,3.0,405.4692017 +2010-03-30 16:30:00,34,17.5,3.0,411.661208 +2010-03-30 17:30:00,0,15.0,1.0,425.2165571000001 +2010-03-30 18:30:00,0,14.2,1.0,439.7273493 +2010-03-30 19:30:00,0,13.8,1.0,428.5100797 +2010-03-30 20:30:00,0,12.3,2.0,418.8637791 +2010-03-30 21:30:00,0,12.5,1.9,411.4315342 +2010-03-30 22:30:00,0,12.1,1.6,392.5707198 +2010-03-30 23:30:00,0,11.7,1.4,370.168335 +2010-03-31 00:30:00,0,11.5,1.2,358.5376525 +2010-03-31 01:30:00,0,11.4,1.0,352.1894680000001 +2010-03-31 02:30:00,0,11.2,0.7,352.1894680000001 +2010-03-31 03:30:00,0,10.7,0.0,349.855982 +2010-03-31 04:30:00,0,10.7,1.0,344.2427537 +2010-03-31 05:30:00,31,10.1,1.0,333.0806059 +2010-03-31 06:30:00,115,11.3,1.0,330.8619567 +2010-03-31 07:30:00,266,13.7,1.0,349.750332 +2010-03-31 08:30:00,359,14.6,1.0,373.6547836 +2010-03-31 09:30:00,426,14.9,1.4,391.5280006 +2010-03-31 10:30:00,545,15.4,1.8,404.9547324 +2010-03-31 11:30:00,546,16.8,2.2,414.5367243 +2010-03-31 12:30:00,556,17.6,2.0,399.1118303 +2010-03-31 13:30:00,496,17.9,2.6,390.1683316 +2010-03-31 14:30:00,380,17.6,2.0,384.2059991 +2010-03-31 15:30:00,228,17.6,2.4,375.1798178 +2010-03-31 16:30:00,68,17.3,2.0,374.7939658 +2010-03-31 17:30:00,0,14.1,2.0,380.0443094 +2010-03-31 18:30:00,0,13.5,2.3,390.278575 +2010-03-31 19:30:00,0,12.4,2.4,403.5812829 +2010-03-31 20:30:00,0,11.9,2.6,405.8458668 +2010-03-31 21:30:00,0,10.9,2.3,407.4719575 +2010-03-31 22:30:00,0,9.8,2.0,388.4457779 +2010-03-31 23:30:00,0,8.5,1.5,368.7213899 +2010-04-01 00:30:00,0,7.6,1.1,355.29465810000005 +2010-04-01 01:30:00,0,6.7,0.7,351.8311769 +2010-04-01 02:30:00,0,6.5,0.6,350.8527664 +2010-04-01 03:30:00,0,6.3,0.6,347.43521989999994 +2010-04-01 04:30:00,0,5.7,1.0,344.1371038000001 +2010-04-01 05:30:00,62,6.3,0.0,342.3961762 +2010-04-01 06:30:00,220,7.4,0.0,343.4297084 +2010-04-01 07:30:00,376,9.5,1.0,358.436596 +2010-04-01 08:30:00,506,11.4,2.0,377.9037494 +2010-04-01 09:30:00,599,12.3,1.0,399.5436171 +2010-04-01 10:30:00,648,13.0,2.0,412.2216121 +2010-04-01 11:30:00,650,14.3,2.0,411.8403536 +2010-04-01 12:30:00,608,15.2,2.0,393.8431127 +2010-04-01 13:30:00,517,15.1,2.0,385.4232704 +2010-04-01 14:30:00,387,15.4,2.0,374.9822983 +2010-04-01 15:30:00,233,15.3,2.5,362.7131226 +2010-04-01 16:30:00,72,14.9,2.4,371.0640629 +2010-04-01 17:30:00,0,13.4,2.4,381.65661960000006 +2010-04-01 18:30:00,0,11.2,2.3,390.9308487 +2010-04-01 19:30:00,0,9.5,2.2,403.8339241000001 +2010-04-01 20:30:00,0,9.3,2.0,406.2684666 +2010-04-01 21:30:00,0,8.5,2.1,403.7190872 +2010-04-01 22:30:00,0,8.4,2.1,377.2101344 +2010-04-01 23:30:00,0,8.4,2.1,379.7824812 +2010-04-02 00:30:00,0,8.2,2.1,369.4333787 +2010-04-02 01:30:00,0,8.3,2.1,368.5514313 +2010-04-02 02:30:00,0,7.5,2.1,370.1361806000001 +2010-04-02 03:30:00,0,7.6,2.0,376.3557478 +2010-04-02 04:30:00,0,7.0,2.0,395.3681469 +2010-04-02 05:30:00,67,6.6,0.0,445.4691949 +2010-04-02 06:30:00,228,7.7,0.0,479.6584403 +2010-04-02 07:30:00,384,10.6,1.0,497.31576389999987 +2010-04-02 08:30:00,515,12.5,2.0,506.1122714 +2010-04-02 09:30:00,609,13.1,2.0,514.0819531000002 +2010-04-02 10:30:00,658,14.2,1.0,522.1848456 +2010-04-02 11:30:00,654,15.0,1.0,523.2137843 +2010-04-02 12:30:00,594,15.3,2.0,516.3832848000002 +2010-04-02 13:30:00,518,15.4,1.0,509.7411178 +2010-04-02 14:30:00,380,15.3,2.0,501.7438752000001 +2010-04-02 15:30:00,229,15.3,2.1,485.46459460000005 +2010-04-02 16:30:00,73,14.3,2.1,483.5031801 +2010-04-02 17:30:00,0,12.7,2.1,488.7581172 +2010-04-02 18:30:00,0,10.3,2.1,490.0305102 +2010-04-02 19:30:00,0,10.2,2.1,494.7939453 +2010-04-02 20:30:00,0,9.3,2.0,270.0 +2010-04-02 21:30:00,0,8.7,2.2,470.4898613 +2010-04-02 22:30:00,0,8.3,2.2,441.35344 +2010-04-02 23:30:00,0,7.6,2.3,418.3263424 +2010-04-03 00:30:00,0,7.4,2.4,402.0149074 +2010-04-03 01:30:00,0,7.3,2.5,397.7613482 +2010-04-03 02:30:00,0,7.2,2.5,401.2799512 +2010-04-03 03:30:00,0,6.5,2.0,408.9510569 +2010-04-03 04:30:00,0,6.0,1.0,427.4995149 +2010-04-03 05:30:00,73,5.7,1.0,471.8449368 +2010-04-03 06:30:00,232,7.6,1.0,504.0865483 +2010-04-03 07:30:00,390,8.8,3.0,525.8550333000002 +2010-04-03 08:30:00,517,11.0,3.0,528.7213626 +2010-04-03 09:30:00,517,10.8,4.0,535.570236 +2010-04-03 10:30:00,353,10.5,4.0,543.9946719 +2010-04-03 11:30:00,353,10.5,3.0,542.3869551 +2010-04-03 12:30:00,173,9.1,4.0,541.7576489 +2010-04-03 13:30:00,147,8.0,4.0,533.8201215 +2010-04-03 14:30:00,111,7.2,5.0,525.7126355 +2010-04-03 15:30:00,128,5.9,4.8,511.7025323 +2010-04-03 16:30:00,57,6.0,4.4,507.4214122 +2010-04-03 17:30:00,0,5.5,4.1,506.62214730000005 +2010-04-03 18:30:00,0,3.1,3.8,507.3019818 +2010-04-03 19:30:00,0,2.8,3.4,507.7934838000001 +2010-04-03 20:30:00,0,2.4,3.0,495.5380885 +2010-04-03 21:30:00,0,2.3,3.2,481.5968874 +2010-04-03 22:30:00,0,2.3,3.4,451.77144460000005 +2010-04-03 23:30:00,0,2.2,3.5,426.998826 +2010-04-04 00:30:00,0,1.9,3.7,416.2041562 +2010-04-04 01:30:00,0,1.1,3.8,411.5417776 +2010-04-04 02:30:00,0,1.0,4.0,413.0070966 +2010-04-04 03:30:00,0,1.1,4.0,418.78569 +2010-04-04 04:30:00,0,-0.2,4.0,433.1908323 +2010-04-04 05:30:00,55,-0.2,4.0,477.380076 +2010-04-04 06:30:00,232,-0.1,4.0,512.1205386 +2010-04-04 07:30:00,333,0.8,4.0,531.1604986000001 +2010-04-04 08:30:00,280,1.6,4.0,540.2693625 +2010-04-04 09:30:00,329,2.0,4.0,550.5403759 +2010-04-04 10:30:00,187,1.7,4.0,555.6069804 +2010-04-04 11:30:00,355,2.3,4.0,557.8440035 +2010-04-04 12:30:00,574,0.2,6.0,552.2996774000002 +2010-04-04 13:30:00,379,3.2,4.0,542.0700052999998 +2010-04-04 14:30:00,337,1.4,5.0,531.5004159 +2010-04-04 15:30:00,227,2.3,4.7,517.4214105000002 +2010-04-04 16:30:00,81,1.9,4.3,510.0259133 +2010-04-04 17:30:00,0,1.3,3.9,507.7613294 +2010-04-04 18:30:00,0,1.1,3.4,505.9285323 +2010-04-04 19:30:00,0,0.6,3.0,511.8219626 +2010-04-04 20:30:00,0,0.2,2.0,498.6800264 +2010-04-04 21:30:00,0,-0.5,2.7,477.55462810000006 +2010-04-04 22:30:00,0,-0.9,2.9,443.5353413 +2010-04-04 23:30:00,0,-1.0,3.0,417.5638253 +2010-04-05 00:30:00,0,-1.1,3.2,408.6157331 +2010-04-05 01:30:00,0,-1.1,3.3,402.4237268 +2010-04-05 02:30:00,0,-1.0,3.5,407.6373226 +2010-04-05 03:30:00,0,-0.6,3.0,411.0135278 +2010-04-05 04:30:00,0,-1.3,4.0,426.2730567 +2010-04-05 05:30:00,23,-1.2,5.0,469.869742 +2010-04-05 06:30:00,69,-0.8,4.0,506.06633660000006 +2010-04-05 07:30:00,113,0.3,4.0,530.9354183 +2010-04-05 08:30:00,149,0.7,4.0,540.8022057999998 +2010-04-05 09:30:00,175,1.8,3.0,553.7925572 +2010-04-05 10:30:00,189,3.2,5.0,562.4007322000001 +2010-04-05 11:30:00,189,3.8,4.0,557.5362406 +2010-04-05 12:30:00,176,5.0,6.0,545.8779973 +2010-04-05 13:30:00,150,5.5,5.0,533.3194326 +2010-04-05 14:30:00,114,5.9,6.0,529.9248534 +2010-04-05 15:30:00,70,5.9,6.2,518.8316078 +2010-04-05 16:30:00,24,6.2,6.2,512.7957797 +2010-04-05 17:30:00,0,6.5,6.2,507.8577924 +2010-04-05 18:30:00,0,6.5,6.2,503.1770399 +2010-04-05 19:30:00,0,6.8,6.2,498.2160853 +2010-04-05 20:30:00,0,6.9,6.0,486.9207266 +2010-04-05 21:30:00,0,7.3,6.0,470.7884373 +2010-04-05 22:30:00,0,7.2,5.7,447.4352028 +2010-04-05 23:30:00,0,6.5,5.5,430.2234465 +2010-04-06 00:30:00,0,5.0,5.3,410.8665366 +2010-04-06 01:30:00,0,3.3,5.1,401.4407228 +2010-04-06 02:30:00,0,2.0,4.8,396.3970857 +2010-04-06 03:30:00,0,2.1,4.0,394.7204668 +2010-04-06 04:30:00,0,0.1,5.0,394.2473387 +2010-04-06 05:30:00,74,0.0,6.0,400.2647929 +2010-04-06 06:30:00,134,0.2,3.0,416.0296041 +2010-04-06 07:30:00,216,0.6,4.0,440.1132013 +2010-04-06 08:30:00,453,1.8,5.0,459.7824676 +2010-04-06 09:30:00,612,3.8,6.0,470.1637245 +2010-04-06 10:30:00,673,4.3,5.0,465.8412631 +2010-04-06 11:30:00,675,5.8,6.0,466.8931692 +2010-04-06 12:30:00,627,5.8,5.0,457.6924358 +2010-04-06 13:30:00,523,5.9,5.0,449.0383261 +2010-04-06 14:30:00,397,5.1,4.0,446.68646619999987 +2010-04-06 15:30:00,247,5.0,4.4,440.5358012 +2010-04-06 16:30:00,90,4.0,4.3,434.2519253 +2010-04-06 17:30:00,0,3.2,4.1,435.8826095 +2010-04-06 18:30:00,0,2.8,3.9,439.0750756 +2010-04-06 19:30:00,0,1.4,3.8,437.1044742 +2010-04-06 20:30:00,0,0.8,3.0,430.4301529 +2010-04-06 21:30:00,0,-0.2,3.5,422.0608388 +2010-04-06 22:30:00,0,-1.8,3.5,399.8927213 +2010-04-06 23:30:00,0,-1.9,3.4,378.3676905 +2010-04-07 00:30:00,0,-2.1,3.3,365.4048999 +2010-04-07 01:30:00,0,-2.1,3.2,358.5146851 +2010-04-07 02:30:00,0,-2.2,3.2,357.59139639999995 +2010-04-07 03:30:00,0,-2.7,3.0,356.0847361 +2010-04-07 04:30:00,0,-3.0,2.0,353.1403177 +2010-04-07 05:30:00,94,-2.3,3.0,344.45864710000006 +2010-04-07 06:30:00,257,-1.0,3.0,346.7829462 +2010-04-07 07:30:00,413,2.0,4.0,363.4572658 +2010-04-07 08:30:00,543,3.1,4.0,383.5675059 +2010-04-07 09:30:00,636,4.0,3.0,399.7962583 +2010-04-07 10:30:00,684,5.2,3.0,412.8555119 +2010-04-07 11:30:00,684,5.7,3.0,415.3268022 +2010-04-07 12:30:00,637,6.5,3.0,404.2335565 +2010-04-07 13:30:00,544,6.7,2.0,394.7250602 +2010-04-07 14:30:00,411,6.7,2.0,387.7383825 +2010-04-07 15:30:00,256,7.0,2.7,376.6037955 +2010-04-07 16:30:00,94,6.1,2.8,381.3258893 +2010-04-07 17:30:00,0,5.2,2.9,397.7383808 +2010-04-07 18:30:00,0,3.5,2.9,411.9689709 +2010-04-07 19:30:00,0,2.2,3.0,422.2445778 +2010-04-07 20:30:00,0,1.9,3.0,424.2978618 +2010-04-07 21:30:00,0,1.8,3.4,417.8072795 +2010-04-07 22:30:00,0,1.1,3.7,396.7461899 +2010-04-07 23:30:00,0,0.8,4.0,376.1536348 +2010-04-08 00:30:00,0,0.4,4.2,366.1949778 +2010-04-08 01:30:00,0,-0.1,4.5,365.3497781 +2010-04-08 02:30:00,0,-0.5,4.8,369.1531767 +2010-04-08 03:30:00,0,-0.9,5.0,376.8931845 +2010-04-08 04:30:00,0,-1.0,4.0,403.3791699 +2010-04-08 05:30:00,99,-0.6,4.0,471.7346934 +2010-04-08 06:30:00,263,0.7,3.0,504.8077241 +2010-04-08 07:30:00,419,3.7,5.0,511.4636715 +2010-04-08 08:30:00,549,5.2,6.0,515.276257 +2010-04-08 09:30:00,637,6.5,5.0,521.9781391 +2010-04-08 10:30:00,668,7.0,4.0,529.6262775 +2010-04-08 11:30:00,635,7.9,3.0,532.8049632 +2010-04-08 12:30:00,622,9.0,4.0,529.323108 +2010-04-08 13:30:00,506,9.0,3.0,526.4292178000002 +2010-04-08 14:30:00,406,8.7,3.0,526.006618 +2010-04-08 15:30:00,254,7.9,3.5,511.7944018 +2010-04-08 16:30:00,98,7.4,3.4,503.08976389999987 +2010-04-08 17:30:00,0,6.9,3.4,502.3594011 +2010-04-08 18:30:00,0,6.0,3.3,507.54543600000005 +2010-04-08 19:30:00,0,5.3,3.2,505.0695522 +2010-04-08 20:30:00,0,4.8,3.0,492.88765260000014 +2010-04-08 21:30:00,0,4.2,3.1,469.8375876 +2010-04-08 22:30:00,0,3.7,3.1,435.3727336 +2010-04-08 23:30:00,0,3.4,3.1,414.0406288 +2010-04-09 00:30:00,0,2.9,3.1,402.281329 +2010-04-09 01:30:00,0,3.1,3.1,399.5941453 +2010-04-09 02:30:00,0,3.1,3.1,405.0833497 +2010-04-09 03:30:00,0,2.7,3.0,416.5670409 +2010-04-09 04:30:00,0,2.7,3.0,435.72183780000006 +2010-04-09 05:30:00,88,2.5,4.0,492.9657417 +2010-04-09 06:30:00,191,5.5,4.0,521.8541153 +2010-04-09 07:30:00,225,7.5,5.0,530.9262313 +2010-04-09 08:30:00,396,8.0,5.0,536.7829138000002 +2010-04-09 09:30:00,461,10.0,5.0,546.7875056 +2010-04-09 10:30:00,495,10.3,4.0,556.3603106 +2010-04-09 11:30:00,495,12.0,4.0,560.1315548 +2010-04-09 12:30:00,461,12.9,3.0,562.5017885999998 +2010-04-09 13:30:00,395,13.7,3.0,546.6772622000002 +2010-04-09 14:30:00,302,14.2,3.0,532.7268741 +2010-04-09 15:30:00,190,14.7,3.0,522.207813 +2010-04-09 16:30:00,86,14.0,2.9,517.4443779000002 +2010-04-09 17:30:00,0,12.1,2.9,518.0093755 +2010-04-09 18:30:00,0,10.3,2.8,518.9234773000002 +2010-04-09 19:30:00,0,9.4,2.7,513.7374423 +2010-04-09 20:30:00,0,9.0,2.0,499.0475046 +2010-04-09 21:30:00,0,8.2,2.7,474.6837053 +2010-04-09 22:30:00,0,8.3,2.9,439.8054384 +2010-04-09 23:30:00,0,7.8,3.0,410.97678 +2010-04-10 00:30:00,0,8.0,3.2,399.369065 +2010-04-10 01:30:00,0,7.3,3.3,394.3943299 +2010-04-10 02:30:00,0,7.5,3.5,398.2115089 +2010-04-10 03:30:00,0,6.9,3.0,407.8945573 +2010-04-10 04:30:00,0,5.6,3.0,426.3419588 +2010-04-10 05:30:00,101,5.6,3.0,471.4039631 +2010-04-10 06:30:00,196,6.9,3.0,498.9694155 +2010-04-10 07:30:00,229,7.7,3.0,517.127428 +2010-04-10 08:30:00,399,9.9,3.0,522.6350063 +2010-04-10 09:30:00,466,11.8,4.0,534.7342233 +2010-04-10 10:30:00,499,12.3,3.0,543.6960958999998 +2010-04-10 11:30:00,498,13.4,4.0,537.6924222 +2010-04-10 12:30:00,464,13.0,4.0,536.6129552 +2010-04-10 13:30:00,398,13.7,3.0,545.0236106000001 +2010-04-10 14:30:00,305,13.9,4.0,542.0194769999998 +2010-04-10 15:30:00,194,13.9,4.4,533.9395519 +2010-04-10 16:30:00,89,13.1,4.3,527.5316521999998 +2010-04-10 17:30:00,0,11.4,4.1,522.2813086 +2010-04-10 18:30:00,0,9.6,3.9,513.8155313999998 +2010-04-10 19:30:00,0,8.6,3.8,508.5100661 +2010-04-10 20:30:00,0,8.0,3.0,501.105382 +2010-04-10 21:30:00,0,7.4,3.6,470.2050657 +2010-04-10 22:30:00,0,7.0,3.6,435.2670836 +2010-04-10 23:30:00,0,6.8,3.6,409.8284109 +2010-04-11 00:30:00,0,6.5,3.6,394.6056298 +2010-04-11 01:30:00,0,6.1,3.6,387.6694804 +2010-04-11 02:30:00,0,5.0,3.6,390.0443077 +2010-04-11 03:30:00,0,4.1,3.0,400.9813752 +2010-04-11 04:30:00,0,3.9,4.0,422.400756 +2010-04-11 05:30:00,82,3.8,4.0,475.9285374 +2010-04-11 06:30:00,79,4.1,3.0,515.8963763 +2010-04-11 07:30:00,122,4.3,3.0,534.3299973999998 +2010-04-11 08:30:00,158,5.2,4.0,537.7107961 +2010-04-11 09:30:00,348,6.1,5.0,538.1012416 +2010-04-11 10:30:00,197,6.5,6.0,546.9390903 +2010-04-11 11:30:00,197,5.2,7.0,549.2174547000002 +2010-04-11 12:30:00,183,4.8,7.0,552.4558556 +2010-04-11 13:30:00,157,4.6,7.0,537.8669742999998 +2010-04-11 14:30:00,121,3.9,8.0,535.7539751 +2010-04-11 15:30:00,77,3.4,7.7,522.0194803999998 +2010-04-11 16:30:00,31,3.6,7.2,517.802669 +2010-04-11 17:30:00,0,3.0,6.7,513.6180118999998 +2010-04-11 18:30:00,0,1.9,6.1,509.7503048 +2010-04-11 19:30:00,0,1.2,5.6,505.5748346 +2010-04-11 20:30:00,0,0.9,5.0,496.5945881 +2010-04-11 21:30:00,0,0.4,4.9,468.4273903 +2010-04-11 22:30:00,0,0.2,4.7,435.1522467 +2010-04-11 23:30:00,0,0.2,4.5,403.1494961 +2010-04-12 00:30:00,0,0.1,4.2,384.2289665 +2010-04-12 01:30:00,0,0.1,4.0,377.9956189 +2010-04-12 02:30:00,0,0.1,3.8,384.7755902 +2010-04-12 03:30:00,0,0.1,3.0,389.5987405 +2010-04-12 04:30:00,0,0.0,3.0,412.7728293 +2010-04-12 05:30:00,34,0.0,2.0,469.2128748 +2010-04-12 06:30:00,80,0.0,3.0,510.8665195 +2010-04-12 07:30:00,124,0.5,4.0,525.5702377 +2010-04-12 08:30:00,160,1.2,3.0,531.0181008999998 +2010-04-12 09:30:00,351,2.2,5.0,534.6101995 +2010-04-12 10:30:00,376,2.4,5.0,534.7617842 +2010-04-12 11:30:00,376,3.5,5.0,538.7627022 +2010-04-12 12:30:00,350,3.8,7.0,528.7535169 +2010-04-12 13:30:00,404,4.1,5.0,515.4232482 +2010-04-12 14:30:00,311,4.4,6.0,504.61479800000006 +2010-04-12 15:30:00,199,4.1,5.5,492.4283049 +2010-04-12 16:30:00,82,3.8,4.8,498.7673025 +2010-04-12 17:30:00,0,3.4,4.2,494.954717 +2010-04-12 18:30:00,0,2.9,3.5,482.2859089 +2010-04-12 19:30:00,0,2.2,2.8,473.8936274 +2010-04-12 20:30:00,0,2.1,2.0,466.8104866000001 +2010-04-12 21:30:00,0,1.6,2.2,449.5941368 +2010-04-12 22:30:00,0,0.7,2.4,424.3070488 +2010-04-12 23:30:00,0,0.5,2.5,357.1366422 +2010-04-13 00:30:00,0,0.1,2.7,340.3382987 +2010-04-13 01:30:00,0,0.2,2.8,336.4246568 +2010-04-13 02:30:00,0,-0.3,3.0,340.0626901 +2010-04-13 03:30:00,0,-1.2,3.0,341.7806503 +2010-04-13 04:30:00,2,-1.5,2.0,347.3341634 +2010-04-13 05:30:00,116,-0.5,2.0,360.5220344 +2010-04-13 06:30:00,269,1.9,1.0,385.08335310000007 +2010-04-13 07:30:00,444,4.3,2.0,417.426021 +2010-04-13 08:30:00,571,6.4,3.0,446.7369944 +2010-04-13 09:30:00,647,5.6,3.0,469.0015749 +2010-04-13 10:30:00,692,7.1,3.0,476.493535 +2010-04-13 11:30:00,691,8.5,1.0,476.6910545 +2010-04-13 12:30:00,558,8.6,2.0,463.1357054 +2010-04-13 13:30:00,407,8.1,2.0,440.379623 +2010-04-13 14:30:00,234,8.9,2.0,438.1563803 +2010-04-13 15:30:00,151,8.4,2.2,436.2041528 +2010-04-13 16:30:00,63,7.8,2.3,439.71356889999987 +2010-04-13 17:30:00,0,6.3,2.4,437.1182547 +2010-04-13 18:30:00,0,5.1,2.3,431.3396612 +2010-04-13 19:30:00,0,4.3,2.4,429.6630423 +2010-04-13 20:30:00,0,3.7,2.4,420.0764569 +2010-04-13 21:30:00,0,4.1,2.8,403.1724635 +2010-04-13 22:30:00,0,4.7,3.4,382.8279562 +2010-04-13 23:30:00,0,5.2,4.0,360.86654510000005 +2010-04-14 00:30:00,0,5.4,4.1,351.6152835 +2010-04-14 01:30:00,0,5.4,4.0,342.7269065 +2010-04-14 02:30:00,0,4.9,3.4,343.3240584 +2010-04-14 03:30:00,0,5.1,3.5,346.9988396 +2010-04-14 04:30:00,1,4.6,2.0,345.8091292 +2010-04-14 05:30:00,37,5.9,4.0,340.7838659 +2010-04-14 06:30:00,83,6.1,4.0,350.41179260000007 +2010-04-14 07:30:00,127,6.1,6.0,374.8077462 +2010-04-14 08:30:00,163,6.2,4.0,399.6354866 +2010-04-14 09:30:00,188,6.8,5.0,412.5018142 +2010-04-14 10:30:00,201,6.7,4.0,435.36814010000006 +2010-04-14 11:30:00,201,7.7,4.0,445.8320795 +2010-04-14 12:30:00,187,7.2,4.0,438.9877996 +2010-04-14 13:30:00,161,7.4,3.0,414.9914785 +2010-04-14 14:30:00,318,8.8,3.0,395.4324556 +2010-04-14 15:30:00,81,8.4,5.0,385.6207898 +2010-04-14 16:30:00,34,6.7,2.0,391.1145877 +2010-04-14 17:30:00,0,6.1,3.0,402.492629 +2010-04-14 18:30:00,0,5.3,3.0,411.4820624 +2010-04-14 19:30:00,0,5.1,2.0,416.5073257 +2010-04-14 20:30:00,0,4.8,2.0,419.7778809 +2010-04-14 21:30:00,0,4.8,2.0,416.32358660000006 +2010-04-14 22:30:00,0,4.7,2.0,390.4990619 +2010-04-14 23:30:00,0,3.8,0.0,375.9698958 +2010-04-15 00:30:00,0,3.4,0.0,361.867923 +2010-04-15 01:30:00,0,3.3,2.0,357.4535921000001 +2010-04-15 02:30:00,0,2.5,1.0,359.2083001000001 +2010-04-15 03:30:00,0,3.1,2.0,373.7374662 +2010-04-15 04:30:00,3,3.0,2.0,402.1756791 +2010-04-15 05:30:00,38,2.5,3.0,461.6198582 +2010-04-15 06:30:00,85,4.8,4.0,497.0677162 +2010-04-15 07:30:00,128,6.9,4.0,510.4898545 +2010-04-15 08:30:00,164,7.5,5.0,519.0107533 +2010-04-15 09:30:00,190,7.8,6.0,531.4544811000002 +2010-04-15 10:30:00,203,8.1,7.0,539.7594866000002 +2010-04-15 11:30:00,202,9.5,7.0,541.0732209 +2010-04-15 12:30:00,188,9.8,7.0,546.2592557999999 +2010-04-15 13:30:00,162,9.8,7.0,542.2399638999998 +2010-04-15 14:30:00,126,10.0,7.0,531.9230157 +2010-04-15 15:30:00,82,10.1,7.0,513.3424034 +2010-04-15 16:30:00,35,10.4,6.0,503.0713899 +2010-04-15 17:30:00,1,10.8,7.0,495.6529254 +2010-04-15 18:30:00,0,10.4,7.0,497.2468618 +2010-04-15 19:30:00,0,9.4,5.0,487.1963352 +2010-04-15 20:30:00,0,8.8,5.0,473.0116799 +2010-04-15 21:30:00,0,8.7,4.0,443.783389 +2010-04-15 22:30:00,0,8.9,4.0,405.6667212 +2010-04-15 23:30:00,0,8.8,4.0,383.7971797 +2010-04-16 00:30:00,0,8.9,4.0,370.7057717 +2010-04-16 01:30:00,0,8.6,5.0,367.20554260000006 +2010-04-16 02:30:00,0,8.6,8.0,372.9198274 +2010-04-16 03:30:00,0,7.8,7.0,379.7549204 +2010-04-16 04:30:00,2,7.6,6.0,401.28454460000006 +2010-04-16 05:30:00,40,7.3,7.0,459.2128765 +2010-04-16 06:30:00,86,7.2,5.0,497.4351943 +2010-04-16 07:30:00,130,7.2,5.0,508.624903 +2010-04-16 08:30:00,166,7.3,4.0,512.0011082 +2010-04-16 09:30:00,191,7.6,4.0,522.0837891 +2010-04-16 10:30:00,204,7.3,6.0,536.3511269999998 +2010-04-16 11:30:00,203,7.1,6.0,536.1352336 +2010-04-16 12:30:00,190,7.0,6.0,533.2780912999998 +2010-04-16 13:30:00,163,7.5,5.0,519.4379466 +2010-04-16 14:30:00,127,8.2,5.0,514.8215028 +2010-04-16 15:30:00,83,7.9,3.0,501.9322078 +2010-04-16 16:30:00,69,8.4,3.0,505.790728 +2010-04-16 17:30:00,2,8.5,3.0,500.2142476 +2010-04-16 18:30:00,0,8.2,1.0,500.7057496000001 +2010-04-16 19:30:00,0,8.1,2.0,493.0254569 +2010-04-16 20:30:00,0,8.0,3.0,479.2588079 +2010-04-16 21:30:00,0,7.8,2.0,444.6469626 +2010-04-16 22:30:00,0,7.5,2.0,408.8454069 +2010-04-16 23:30:00,0,7.4,3.0,388.0553324 +2010-04-17 00:30:00,0,7.4,1.0,373.3332403 +2010-04-17 01:30:00,0,7.0,1.0,371.0686564 +2010-04-17 02:30:00,0,6.8,3.0,373.8109618 +2010-04-17 03:30:00,0,6.6,2.0,382.2308042 +2010-04-17 04:30:00,5,6.5,1.0,407.2790314 +2010-04-17 05:30:00,78,6.4,3.0,463.2826967 +2010-04-17 06:30:00,166,6.7,2.0,503.3332181 +2010-04-17 07:30:00,131,6.6,3.0,519.1393707 +2010-04-17 08:30:00,317,7.5,2.0,526.6588916999998 +2010-04-17 09:30:00,364,8.0,3.0,540.9675708999998 +2010-04-17 10:30:00,205,7.3,2.0,554.1600354 +2010-04-17 11:30:00,205,7.8,4.0,553.8247116 +2010-04-17 12:30:00,191,8.0,3.0,541.2523664 +2010-04-17 13:30:00,165,6.8,3.0,527.2652306 +2010-04-17 14:30:00,243,7.8,3.0,518.5284383000002 +2010-04-17 15:30:00,214,8.3,2.0,508.6111226 +2010-04-17 16:30:00,37,7.0,6.0,503.0667965 +2010-04-17 17:30:00,2,6.3,2.0,499.82380210000014 +2010-04-17 18:30:00,0,5.9,2.0,495.5932102 +2010-04-17 19:30:00,0,5.2,1.0,490.7333121 +2010-04-17 20:30:00,0,5.1,1.0,482.5844849 +2010-04-17 21:30:00,0,5.2,2.0,451.7898185 +2010-04-17 22:30:00,0,4.6,2.0,420.4806829 +2010-04-17 23:30:00,0,4.3,2.0,403.4296982 +2010-04-18 00:30:00,0,4.0,2.0,390.9216617 +2010-04-18 01:30:00,0,3.6,1.0,385.3773356 +2010-04-18 02:30:00,0,4.1,2.0,386.9574915 +2010-04-18 03:30:00,0,3.8,2.0,396.8885877 +2010-04-18 04:30:00,12,3.7,3.0,423.8706685 +2010-04-18 05:30:00,128,4.9,2.0,479.38742520000005 +2010-04-18 06:30:00,294,5.5,1.0,510.6322522 +2010-04-18 07:30:00,460,7.2,3.0,515.9377176 +2010-04-18 08:30:00,583,8.1,3.0,521.9873261 +2010-04-18 09:30:00,637,9.7,3.0,533.2137826000002 +2010-04-18 10:30:00,679,10.1,3.0,544.8949932999999 +2010-04-18 11:30:00,617,10.6,2.0,548.0047768999998 +2010-04-18 12:30:00,364,10.3,3.0,540.4714753999998 +2010-04-18 13:30:00,166,9.5,2.0,534.8582472 +2010-04-18 14:30:00,245,9.3,1.0,523.5353276999998 +2010-04-18 15:30:00,162,9.2,1.0,523.0713865 +2010-04-18 16:30:00,73,9.0,2.0,515.2808504 +2010-04-18 17:30:00,3,8.4,1.0,509.414981 +2010-04-18 18:30:00,0,8.4,1.0,505.8688171 +2010-04-18 19:30:00,0,7.6,1.0,498.1471832 +2010-04-18 20:30:00,0,6.7,2.0,490.7562795 +2010-04-18 21:30:00,0,6.4,3.0,460.007548 +2010-04-18 22:30:00,0,6.0,2.0,431.2294178 +2010-04-18 23:30:00,0,5.3,2.0,403.9946958 +2010-04-19 00:30:00,0,5.4,2.0,390.2831685 +2010-04-19 01:30:00,0,4.9,3.0,383.5307581 +2010-04-19 02:30:00,0,4.6,3.0,383.9855122 +2010-04-19 03:30:00,0,4.0,1.0,393.5629107 +2010-04-19 04:30:00,15,3.4,0.0,415.7034673 +2010-04-19 05:30:00,84,5.2,0.0,465.2211438 +2010-04-19 06:30:00,172,5.8,0.0,494.858254 +2010-04-19 07:30:00,254,7.2,2.0,504.2243525 +2010-04-19 08:30:00,322,8.5,3.0,510.1591242 +2010-04-19 09:30:00,369,9.6,3.0,516.9712498 +2010-04-19 10:30:00,394,9.8,4.0,516.3235696 +2010-04-19 11:30:00,393,10.7,3.0,525.4508074 +2010-04-19 12:30:00,365,11.3,3.0,520.6322504999998 +2010-04-19 13:30:00,316,11.6,4.0,503.1540725 +2010-04-19 14:30:00,247,12.2,3.0,486.91613319999993 +2010-04-19 15:30:00,164,12.3,3.0,477.1274348 +2010-04-19 16:30:00,40,11.5,3.0,476.5486568 +2010-04-19 17:30:00,2,10.6,2.0,476.3649177 +2010-04-19 18:30:00,0,9.1,2.0,473.8109448 +2010-04-19 19:30:00,0,8.8,2.0,466.4016672 +2010-04-19 20:30:00,0,8.7,2.0,455.96988210000006 +2010-04-19 21:30:00,0,8.6,2.0,428.9923948 +2010-04-19 22:30:00,0,8.5,2.0,407.5454531 +2010-04-19 23:30:00,0,8.0,2.0,398.1793545 +2010-04-20 00:30:00,0,7.6,2.0,380.3658528 +2010-04-20 01:30:00,0,7.2,2.0,376.6129825 +2010-04-20 02:30:00,0,6.6,2.0,378.4090318 +2010-04-20 03:30:00,0,7.3,2.0,380.0764637 +2010-04-20 04:30:00,19,6.6,1.0,377.4673691 +2010-04-20 05:30:00,161,7.2,0.0,386.1076984 +2010-04-20 06:30:00,235,8.4,1.0,408.2069137 +2010-04-20 07:30:00,407,9.9,1.0,427.40305189999987 +2010-04-20 08:30:00,436,10.6,2.0,441.7944137 +2010-04-20 09:30:00,500,11.6,2.0,451.5371773 +2010-04-20 10:30:00,395,11.1,2.0,447.4168289 +2010-04-20 11:30:00,394,12.2,2.0,439.52064289999987 +2010-04-20 12:30:00,368,12.5,1.0,426.7461848 +2010-04-20 13:30:00,318,13.4,3.0,413.6042486 +2010-04-20 14:30:00,249,12.9,3.0,406.0709471 +2010-04-20 15:30:00,166,12.9,2.0,400.2004842 +2010-04-20 16:30:00,77,12.7,1.0,403.9257936 +2010-04-20 17:30:00,5,11.9,1.0,412.6625859 +2010-04-20 18:30:00,0,11.0,1.0,413.8798572 +2010-04-20 19:30:00,0,10.4,1.0,409.5573958 +2010-04-20 20:30:00,0,10.4,1.0,404.84908239999993 +2010-04-20 21:30:00,0,10.0,2.0,390.1912989 +2010-04-20 22:30:00,0,10.1,2.0,368.2574488 +2010-04-20 23:30:00,0,9.9,2.0,355.4738037 +2010-04-21 00:30:00,0,9.6,2.0,340.7241507 +2010-04-21 01:30:00,0,9.6,2.0,332.956582 +2010-04-21 02:30:00,0,9.6,2.0,336.2363242 +2010-04-21 03:30:00,0,9.4,2.0,337.940504 +2010-04-21 04:30:00,18,9.6,2.0,338.8546058 +2010-04-21 05:30:00,89,10.4,2.0,338.3631038000001 +2010-04-21 06:30:00,178,12.0,2.0,345.3911228 +2010-04-21 07:30:00,259,13.8,3.0,366.6635124 +2010-04-21 08:30:00,327,15.1,2.0,387.5638304 +2010-04-21 09:30:00,374,15.6,2.0,403.2964873 +2010-04-21 10:30:00,398,15.8,2.0,416.3419605 +2010-04-21 11:30:00,397,16.7,3.0,416.7737473 +2010-04-21 12:30:00,370,17.1,1.0,402.5661246 +2010-04-21 13:30:00,321,17.3,3.0,394.4586386 +2010-04-21 14:30:00,251,17.6,3.0,390.2923554 +2010-04-21 15:30:00,89,17.2,1.0,388.78569510000005 +2010-04-21 16:30:00,42,16.6,1.0,394.1416887 +2010-04-21 17:30:00,7,15.6,1.0,405.1430649 +2010-04-21 18:30:00,0,13.9,1.0,410.696578 +2010-04-21 19:30:00,0,14.0,2.0,412.5339685 +2010-04-21 20:30:00,0,13.5,3.0,409.5160545 +2010-04-21 21:30:00,0,12.9,2.0,396.332777 +2010-04-21 22:30:00,0,12.7,2.0,370.168335 +2010-04-21 23:30:00,0,9.2,3.0,357.7521680000001 +2010-04-22 00:30:00,0,9.0,4.0,351.1008141000001 +2010-04-22 01:30:00,0,9.4,3.0,345.79075530000006 +2010-04-22 02:30:00,0,8.3,3.0,350.2648014 +2010-04-22 03:30:00,0,8.3,1.0,361.0962189 +2010-04-22 04:30:00,13,7.7,3.0,387.5638304 +2010-04-22 05:30:00,92,7.6,3.0,447.5408528 +2010-04-22 06:30:00,95,7.9,2.0,488.7489303 +2010-04-22 07:30:00,138,7.7,2.0,508.3906357 +2010-04-22 08:30:00,329,9.4,2.0,509.1944941 +2010-04-22 09:30:00,507,10.3,4.0,508.8913246 +2010-04-22 10:30:00,538,10.3,4.0,511.7668409 +2010-04-22 11:30:00,631,10.5,4.0,510.0534742 +2010-04-22 12:30:00,589,11.4,4.0,506.291417 +2010-04-22 13:30:00,511,10.7,4.0,493.103546 +2010-04-22 14:30:00,402,10.4,4.0,484.8306949 +2010-04-22 15:30:00,321,11.3,3.0,473.8660665 +2010-04-22 16:30:00,153,10.0,4.0,475.3176051 +2010-04-22 17:30:00,14,8.8,3.0,481.9643655 +2010-04-22 18:30:00,0,6.7,3.0,483.0116782 +2010-04-22 19:30:00,0,5.3,4.0,478.1563735 +2010-04-22 20:30:00,0,4.5,4.0,470.2142527 +2010-04-22 21:30:00,0,3.3,1.0,439.0337344 +2010-04-22 22:30:00,0,3.4,2.0,405.1338779 +2010-04-22 23:30:00,0,3.2,3.0,384.7250619 +2010-04-23 00:30:00,0,3.3,3.0,376.8518433 +2010-04-23 01:30:00,0,3.2,2.0,376.3281869 +2010-04-23 02:30:00,0,3.0,3.0,381.8082044 +2010-04-23 03:30:00,0,2.8,3.0,392.0746243 +2010-04-23 04:30:00,20,3.1,3.0,411.4499081 +2010-04-23 05:30:00,94,3.5,2.0,463.0805837 +2010-04-23 06:30:00,290,4.8,1.0,499.92026510000005 +2010-04-23 07:30:00,460,6.2,1.0,516.732389 +2010-04-23 08:30:00,331,7.1,3.0,520.3842028 +2010-04-23 09:30:00,510,8.9,2.0,527.5132783 +2010-04-23 10:30:00,637,9.6,2.0,523.3148408 +2010-04-23 11:30:00,635,10.5,1.0,524.1738209 +2010-04-23 12:30:00,374,11.2,3.0,527.1779544999998 +2010-04-23 13:30:00,325,11.4,2.0,520.8159896000002 +2010-04-23 14:30:00,255,11.4,3.0,516.7002347 +2010-04-23 15:30:00,173,11.2,2.0,507.7567360000001 +2010-04-23 16:30:00,84,10.8,2.0,498.3309222 +2010-04-23 17:30:00,9,10.2,1.0,493.63179580000013 +2010-04-23 18:30:00,0,8.6,1.0,491.22940760000006 +2010-04-23 19:30:00,0,8.1,2.0,478.0185692 +2010-04-23 20:30:00,0,7.1,2.0,468.8178358 +2010-04-23 21:30:00,0,7.1,2.0,443.6272108 +2010-04-23 22:30:00,0,7.1,2.0,410.8711301 +2010-04-23 23:30:00,0,6.2,1.0,377.9037494 +2010-04-24 00:30:00,0,5.6,1.0,370.1224002 +2010-04-24 01:30:00,0,4.5,1.0,362.9060487 +2010-04-24 02:30:00,0,5.5,2.0,367.6051751 +2010-04-24 03:30:00,0,5.7,2.0,376.3833086 +2010-04-24 04:30:00,26,5.8,2.0,398.2620371 +2010-04-24 05:30:00,153,7.5,2.0,450.6827907 +2010-04-24 06:30:00,249,8.8,2.0,485.0649622 +2010-04-24 07:30:00,267,10.3,2.0,499.2128697 +2010-04-24 08:30:00,449,11.0,2.0,507.0217797 +2010-04-24 09:30:00,381,12.9,2.0,515.074144 +2010-04-24 10:30:00,404,14.5,3.0,529.1853037 +2010-04-24 11:30:00,403,15.4,3.0,527.7475456000002 +2010-04-24 12:30:00,654,15.4,3.0,526.2041375 +2010-04-24 13:30:00,439,16.2,2.0,518.6938035000002 +2010-04-24 14:30:00,258,16.4,2.0,511.2845259 +2010-04-24 15:30:00,175,16.0,2.0,496.1628013 +2010-04-24 16:30:00,86,14.9,1.0,490.3336797 +2010-04-24 17:30:00,10,15.3,1.0,488.7718977 +2010-04-24 18:30:00,0,13.8,2.0,483.07139339999986 +2010-04-24 19:30:00,0,13.1,2.0,473.4021254 +2010-04-24 20:30:00,0,12.5,3.0,468.3493012 +2010-04-24 21:30:00,0,11.7,3.0,435.7080574 +2010-04-24 22:30:00,0,11.6,3.0,409.6860131 +2010-04-24 23:30:00,0,11.1,3.0,380.609307 +2010-04-25 00:30:00,0,11.3,3.0,368.0737097 +2010-04-25 01:30:00,0,11.9,3.0,362.2951163 +2010-04-25 02:30:00,0,11.6,2.0,363.0943812 +2010-04-25 03:30:00,0,12.3,2.0,372.7544622 +2010-04-25 04:30:00,19,11.4,1.0,394.5413212 +2010-04-25 05:30:00,99,11.2,2.0,446.4567923 +2010-04-25 06:30:00,327,13.2,3.0,485.574838 +2010-04-25 07:30:00,508,14.4,3.0,504.5872372 +2010-04-25 08:30:00,634,16.2,3.0,514.2702856000002 +2010-04-25 09:30:00,383,16.1,4.0,519.1853054 +2010-04-25 10:30:00,547,16.9,3.0,529.2587994 +2010-04-25 11:30:00,740,18.3,3.0,529.4746928000002 +2010-04-25 12:30:00,378,17.6,4.0,524.5688598999999 +2010-04-25 13:30:00,329,16.8,4.0,515.1292657 +2010-04-25 14:30:00,259,16.0,3.0,507.6832403 +2010-04-25 15:30:00,176,16.2,2.0,499.60790870000005 +2010-04-25 16:30:00,139,16.8,3.0,494.8536605000001 +2010-04-25 17:30:00,20,15.5,2.0,485.4829685 +2010-04-25 18:30:00,0,14.8,1.0,483.2183846 +2010-04-25 19:30:00,0,14.0,1.0,472.5936735 +2010-04-25 20:30:00,0,13.5,3.0,466.7783323 +2010-04-25 21:30:00,0,12.5,4.0,439.7778775000001 +2010-04-25 22:30:00,0,11.7,4.0,407.0998859 +2010-04-25 23:30:00,0,11.5,4.0,383.7833993 +2010-04-26 00:30:00,0,11.2,3.0,376.3695282 +2010-04-26 01:30:00,0,10.8,3.0,366.8242841 +2010-04-26 02:30:00,0,10.7,3.0,368.7811051000001 +2010-04-26 03:30:00,0,10.2,3.0,375.4600199 +2010-04-26 04:30:00,21,10.1,2.0,400.535808 +2010-04-26 05:30:00,101,10.3,2.0,446.4981336 +2010-04-26 06:30:00,191,10.5,2.0,478.556006 +2010-04-26 07:30:00,144,10.8,3.0,500.3382714 +2010-04-26 08:30:00,179,10.6,4.0,510.0810351 +2010-04-26 09:30:00,203,10.4,2.0,518.7397382 +2010-04-26 10:30:00,216,10.7,3.0,530.7149314 +2010-04-26 11:30:00,407,12.5,3.0,538.4549393 +2010-04-26 12:30:00,381,14.0,3.0,532.9795153 +2010-04-26 13:30:00,331,13.7,4.0,521.3534263 +2010-04-26 14:30:00,262,13.2,3.0,510.976763 +2010-04-26 15:30:00,179,12.6,3.0,505.4370303 +2010-04-26 16:30:00,90,12.5,3.0,501.7392818 +2010-04-26 17:30:00,12,12.0,3.0,492.5661092 +2010-04-26 18:30:00,0,11.5,2.0,484.1646408 +2010-04-26 19:30:00,0,11.2,2.0,469.03372919999987 +2010-04-26 20:30:00,0,10.8,1.0,453.95793939999993 +2010-04-26 21:30:00,0,10.6,2.0,428.551421 +2010-04-26 22:30:00,0,10.3,2.0,397.508707 +2010-04-26 23:30:00,0,10.0,2.0,384.9363619 +2010-04-27 00:30:00,0,9.7,3.0,374.3300247 +2010-04-27 01:30:00,0,9.6,3.0,370.3428871 +2010-04-27 02:30:00,0,9.6,2.0,372.3134885 +2010-04-27 03:30:00,0,9.5,3.0,372.5569427 +2010-04-27 04:30:00,12,9.5,3.0,377.0126149 +2010-04-27 05:30:00,55,9.5,3.0,386.6359482 +2010-04-27 06:30:00,102,9.5,3.0,409.1715438 +2010-04-27 07:30:00,145,9.2,2.0,435.4278553 +2010-04-27 08:30:00,180,9.5,3.0,454.0819633 +2010-04-27 09:30:00,205,9.6,3.0,468.4365773 +2010-04-27 10:30:00,217,9.5,3.0,474.7204531 +2010-04-27 11:30:00,216,9.3,3.0,466.5486585 +2010-04-27 12:30:00,202,8.7,4.0,461.9873363 +2010-04-27 13:30:00,176,8.0,5.0,449.7319411 +2010-04-27 14:30:00,139,8.3,4.0,446.25927289999987 +2010-04-27 15:30:00,95,8.8,4.0,439.203693 +2010-04-27 16:30:00,48,9.4,4.0,444.284078 +2010-04-27 17:30:00,7,9.3,3.0,447.3708942 +2010-04-27 18:30:00,0,8.9,1.0,442.0516484 +2010-04-27 19:30:00,0,8.0,1.0,429.22206860000006 +2010-04-27 20:30:00,0,7.7,2.0,423.1081514 +2010-04-27 21:30:00,0,6.9,3.0,410.0626782 +2010-04-27 22:30:00,0,6.6,2.0,380.5312179 +2010-04-27 23:30:00,0,6.1,2.0,351.8587377 +2010-04-28 00:30:00,0,5.7,3.0,340.5541921 +2010-04-28 01:30:00,0,5.1,3.0,338.51468860000006 +2010-04-28 02:30:00,0,4.5,3.0,336.1260808 +2010-04-28 03:30:00,0,4.2,2.0,333.4159297 +2010-04-28 04:30:00,13,3.5,3.0,333.8982447 +2010-04-28 05:30:00,107,3.6,4.0,327.8302623 +2010-04-28 06:30:00,263,4.4,4.0,339.4747251 +2010-04-28 07:30:00,518,5.5,4.0,362.1756859 +2010-04-28 08:30:00,627,6.9,4.0,385.0971335 +2010-04-28 09:30:00,524,8.6,4.0,396.7232225 +2010-04-28 10:30:00,412,9.2,3.0,409.0245525 +2010-04-28 11:30:00,411,9.5,4.0,405.2257475 +2010-04-28 12:30:00,516,9.3,3.0,389.2128885 +2010-04-28 13:30:00,530,9.2,4.0,380.1637398 +2010-04-28 14:30:00,265,9.0,4.0,376.3695282 +2010-04-28 15:30:00,318,9.5,4.0,381.3167024 +2010-04-28 16:30:00,126,8.9,2.0,392.7958001 +2010-04-28 17:30:00,21,8.2,3.0,402.85092010000005 +2010-04-28 18:30:00,0,7.5,2.0,400.0994277 +2010-04-28 19:30:00,0,6.4,4.0,397.9542742 +2010-04-28 20:30:00,0,5.0,4.0,400.89869260000006 +2010-04-28 21:30:00,0,4.2,4.0,394.9179862 +2010-04-28 22:30:00,0,3.3,3.0,370.9538195 +2010-04-28 23:30:00,0,3.0,4.0,354.5642954 +2010-04-29 00:30:00,0,1.4,4.0,348.9832215 +2010-04-29 01:30:00,0,0.2,2.0,346.7875397 +2010-04-29 02:30:00,0,-0.6,3.0,351.9184529 +2010-04-29 03:30:00,0,0.1,4.0,365.4646151 +2010-04-29 04:30:00,35,0.6,3.0,391.1375551 +2010-04-29 05:30:00,110,0.9,4.0,444.8490756 +2010-04-29 06:30:00,197,1.3,5.0,481.7898134 +2010-04-29 07:30:00,279,2.5,5.0,500.6735952 +2010-04-29 08:30:00,345,2.7,4.0,501.6244449 +2010-04-29 09:30:00,527,4.2,4.0,510.66440660000006 +2010-04-29 10:30:00,657,5.3,3.0,522.7911845 +2010-04-29 11:30:00,754,6.1,3.0,518.2114884 +2010-04-29 12:30:00,519,6.1,3.0,508.4090096 +2010-04-29 13:30:00,336,3.5,2.0,505.5288999 +2010-04-29 14:30:00,268,3.9,6.0,508.2160836 +2010-04-29 15:30:00,185,3.7,4.0,498.5146613 +2010-04-29 16:30:00,95,2.9,3.0,490.2647775 +2010-04-29 17:30:00,16,2.2,3.0,488.4825087 +2010-04-29 18:30:00,0,1.8,3.0,482.5201762 +2010-04-29 19:30:00,0,1.8,1.0,465.5426871 +2010-04-29 20:30:00,0,0.6,2.0,463.3470054 +2010-04-29 21:30:00,0,1.2,1.0,435.6896835 +2010-04-29 22:30:00,0,1.0,2.0,404.46323039999993 +2010-04-29 23:30:00,0,0.8,2.0,377.8761885 +2010-04-30 00:30:00,0,0.9,0.0,369.2266723 +2010-04-30 01:30:00,0,1.0,1.0,365.2670956 +2010-04-30 02:30:00,0,1.2,2.0,371.3993867 +2010-04-30 03:30:00,0,-0.1,3.0,382.7177127 +2010-04-30 04:30:00,15,-0.3,0.0,408.7994722 +2010-04-30 05:30:00,112,0.0,0.0,453.0805854 +2010-04-30 06:30:00,200,0.3,0.0,485.8136988 +2010-04-30 07:30:00,281,1.3,2.0,505.6667042 +2010-04-30 08:30:00,467,2.6,3.0,513.6271989 +2010-04-30 09:30:00,530,4.4,3.0,520.4393245 +2010-04-30 10:30:00,416,3.5,1.0,530.7746466 +2010-04-30 11:30:00,415,4.5,3.0,527.67405 +2010-04-30 12:30:00,387,4.5,3.0,524.9684923000002 +2010-04-30 13:30:00,338,4.7,4.0,513.213786 +2010-04-30 14:30:00,269,3.0,3.0,504.6607328 +2010-04-30 15:30:00,186,4.6,2.0,487.4673503 +2010-04-30 16:30:00,52,3.5,5.0,481.48664400000007 +2010-04-30 17:30:00,9,1.7,2.0,486.31438780000013 +2010-04-30 18:30:00,0,1.9,2.8,477.7108063 +2010-04-30 19:30:00,0,1.8,2.6,458.48251380000005 +2010-04-30 20:30:00,0,1.9,2.7,447.4719506 +2010-04-30 21:30:00,0,3.6,3.5,425.2119636 +2010-04-30 22:30:00,0,5.8,4.2,402.1205574 +2010-04-30 23:30:00,0,8.4,4.9,382.5615345 +2010-05-01 00:30:00,0,10.4,5.7,368.8178529 +2010-05-01 01:30:00,0,11.8,6.5,360.8573581 +2010-05-01 02:30:00,0,11.6,6.5,357.4581856000001 +2010-05-01 03:30:00,0,11.6,6.3,355.6207950000001 +2010-05-01 04:30:00,52,11.1,6.0,348.2758261 +2010-05-01 05:30:00,154,11.7,5.0,332.42833219999994 +2010-05-01 06:30:00,273,12.9,5.0,337.9450975000001 +2010-05-01 07:30:00,283,14.0,4.0,360.8895125 +2010-05-01 08:30:00,349,14.7,5.0,385.1201009 +2010-05-01 09:30:00,532,16.9,4.0,396.3189966 +2010-05-01 10:30:00,563,18.0,5.0,404.5505064 +2010-05-01 11:30:00,416,19.0,5.0,404.2427435 +2010-05-01 12:30:00,390,19.7,6.0,395.4692034 +2010-05-01 13:30:00,340,20.6,4.0,383.6088472 +2010-05-01 14:30:00,272,20.0,4.0,375.9285545 +2010-05-01 15:30:00,189,20.1,3.0,373.5491337 +2010-05-01 16:30:00,100,17.9,3.0,390.0213403 +2010-05-01 17:30:00,10,17.2,3.0,403.2505526 +2010-05-01 18:30:00,0,16.6,2.0,401.6520228 +2010-05-01 19:30:00,0,14.8,3.0,399.8008517 +2010-05-01 20:30:00,0,14.1,5.0,406.3327753 +2010-05-01 21:30:00,0,11.6,4.0,396.3649313 +2010-05-01 22:30:00,0,11.6,5.0,369.5665896 +2010-05-01 23:30:00,0,11.3,4.0,352.382394 +2010-05-02 00:30:00,0,11.5,4.0,341.6336591 +2010-05-02 01:30:00,0,11.0,4.0,340.0259423 +2010-05-02 02:30:00,0,11.6,3.0,340.2785835 +2010-05-02 03:30:00,0,10.7,2.0,351.6474378 +2010-05-02 04:30:00,17,10.5,1.0,380.8068265 +2010-05-02 05:30:00,61,10.8,1.0,439.1256039 +2010-05-02 06:30:00,108,11.5,1.0,479.5068556 +2010-05-02 07:30:00,151,11.8,2.0,494.1370782 +2010-05-02 08:30:00,352,13.2,2.0,502.75444010000007 +2010-05-02 09:30:00,210,14.0,3.0,509.9478242 +2010-05-02 10:30:00,222,13.9,3.0,523.8798383999998 +2010-05-02 11:30:00,221,12.9,2.0,526.1949505 +2010-05-02 12:30:00,207,12.0,2.0,517.3479148 +2010-05-02 13:30:00,181,11.4,3.0,503.5628919 +2010-05-02 14:30:00,144,10.5,2.0,495.6712993 +2010-05-02 15:30:00,101,10.1,2.0,488.5376304 +2010-05-02 16:30:00,54,10.4,2.0,486.1673965 +2010-05-02 17:30:00,11,10.3,2.0,486.0984944 +2010-05-02 18:30:00,0,10.2,2.0,481.3212788 +2010-05-02 19:30:00,0,10.1,1.0,472.18026060000005 +2010-05-02 20:30:00,0,9.9,1.0,468.5743816 +2010-05-02 21:30:00,0,9.9,2.0,445.0236277 +2010-05-02 22:30:00,0,9.7,2.0,413.3653878 +2010-05-02 23:30:00,0,9.2,2.0,383.2275886000001 +2010-05-03 00:30:00,0,8.8,2.0,371.1191846 +2010-05-03 01:30:00,0,8.5,2.0,366.0296127 +2010-05-03 02:30:00,0,8.7,2.0,367.79350760000005 +2010-05-03 03:30:00,0,8.5,2.0,378.3171622 +2010-05-03 04:30:00,18,8.5,2.0,399.4287801 +2010-05-03 05:30:00,62,8.8,2.0,448.0874765 +2010-05-03 06:30:00,207,9.4,1.0,479.24502750000005 +2010-05-03 07:30:00,287,10.3,2.0,498.4871004 +2010-05-03 08:30:00,353,10.5,4.0,508.65246389999993 +2010-05-03 09:30:00,399,10.9,3.0,512.2583429 +2010-05-03 10:30:00,423,11.3,2.0,519.6951813000002 +2010-05-03 11:30:00,565,11.8,3.0,523.2734995 +2010-05-03 12:30:00,528,12.3,3.0,516.8564129 +2010-05-03 13:30:00,462,12.5,2.0,507.04934060000005 +2010-05-03 14:30:00,370,13.3,2.0,500.806806 +2010-05-03 15:30:00,305,14.0,2.0,486.43841160000005 +2010-05-03 16:30:00,139,12.7,2.0,483.4939932 +2010-05-03 17:30:00,23,11.8,2.0,481.3442462 +2010-05-03 18:30:00,0,10.5,0.0,474.4769989 +2010-05-03 19:30:00,0,10.6,1.0,461.0732345 +2010-05-03 20:30:00,0,8.7,0.0,454.4953762 +2010-05-03 21:30:00,0,9.4,0.0,433.2092062 +2010-05-03 22:30:00,0,9.9,0.0,402.281329 +2010-05-03 23:30:00,0,9.7,0.0,385.2165639 +2010-05-04 00:30:00,0,9.0,1.0,367.8072881 +2010-05-04 01:30:00,0,8.2,1.0,360.4531322 +2010-05-04 02:30:00,0,8.5,1.0,362.1894663 +2010-05-04 03:30:00,0,8.6,1.0,363.1357225 +2010-05-04 04:30:00,62,9.1,1.0,365.3589651 +2010-05-04 05:30:00,162,10.1,1.0,375.28546780000005 +2010-05-04 06:30:00,281,11.4,3.0,391.0548725 +2010-05-04 07:30:00,458,13.3,2.0,423.0254688 +2010-05-04 08:30:00,648,14.1,3.0,447.205529 +2010-05-04 09:30:00,636,14.9,3.0,457.83942710000014 +2010-05-04 10:30:00,570,13.8,3.0,458.6800333000001 +2010-05-04 11:30:00,422,13.6,4.0,451.5325839 +2010-05-04 12:30:00,208,13.4,5.0,446.11228160000013 +2010-05-04 13:30:00,345,13.9,2.0,434.7801751 +2010-05-04 14:30:00,372,14.3,5.0,428.1426016 +2010-05-04 15:30:00,338,15.3,4.0,419.865157 +2010-05-04 16:30:00,183,13.9,3.0,418.0828881 +2010-05-04 17:30:00,46,13.3,1.0,418.2482533 +2010-05-04 18:30:00,0,12.3,1.0,413.2964856 +2010-05-04 19:30:00,0,10.5,3.0,401.4499098 +2010-05-04 20:30:00,0,9.1,2.0,398.3676871 +2010-05-04 21:30:00,0,8.5,1.0,387.62813910000006 +2010-05-04 22:30:00,0,8.8,0.0,359.6676477 +2010-05-04 23:30:00,0,8.5,0.0,343.705317 +2010-05-05 00:30:00,0,7.7,1.0,331.5371978 +2010-05-05 01:30:00,0,8.2,0.0,324.6607635 +2010-05-05 02:30:00,0,7.4,1.0,324.3162528 +2010-05-05 03:30:00,0,6.5,1.0,328.7030228 +2010-05-05 04:30:00,70,6.4,1.0,329.3782638 +2010-05-05 05:30:00,123,8.0,1.0,327.3525407 +2010-05-05 06:30:00,211,9.1,3.0,337.6005867 +2010-05-05 07:30:00,291,10.6,5.0,361.1008124 +2010-05-05 08:30:00,188,10.6,4.0,386.7967198 +2010-05-05 09:30:00,213,11.8,8.0,398.5284588 +2010-05-05 10:30:00,425,12.8,5.0,414.9455437 +2010-05-05 11:30:00,773,13.5,5.0,414.4678221 +2010-05-05 12:30:00,628,13.2,6.0,401.2248294 +2010-05-05 13:30:00,466,13.4,5.0,385.9055854 +2010-05-05 14:30:00,484,13.7,6.0,376.4981456 +2010-05-05 15:30:00,366,14.2,6.0,379.2726054 +2010-05-05 16:30:00,200,13.3,5.0,390.1912989 +2010-05-05 17:30:00,48,11.9,3.0,399.5849583 +2010-05-05 18:30:00,0,10.5,1.0,400.5909297 +2010-05-05 19:30:00,0,9.7,2.0,399.7089822 +2010-05-05 20:30:00,0,9.0,3.0,406.8242773 +2010-05-05 21:30:00,0,8.1,2.0,401.6244619 +2010-05-05 22:30:00,0,7.8,2.0,374.5045768 +2010-05-05 23:30:00,0,7.6,2.0,362.1710924 +2010-05-06 00:30:00,0,7.1,4.0,353.1403177 +2010-05-06 01:30:00,0,6.9,5.0,347.5454633 +2010-05-06 02:30:00,0,6.8,5.0,350.5495969 +2010-05-06 03:30:00,0,6.5,5.0,361.0640646 +2010-05-06 04:30:00,21,6.6,5.0,387.2744414 +2010-05-06 05:30:00,66,6.7,4.0,443.5169674 +2010-05-06 06:30:00,112,6.8,4.0,475.9285374 +2010-05-06 07:30:00,155,6.9,5.0,502.5615141 +2010-05-06 08:30:00,189,7.5,4.0,507.9680359 +2010-05-06 09:30:00,214,7.9,4.0,515.4645895 +2010-05-06 10:30:00,225,8.3,5.0,526.6129569 +2010-05-06 11:30:00,425,7.8,5.0,526.9299068 +2010-05-06 12:30:00,210,8.9,4.0,531.578505 +2010-05-06 13:30:00,184,9.0,4.0,524.1324796 +2010-05-06 14:30:00,148,9.2,4.0,510.5863175 +2010-05-06 15:30:00,198,9.4,3.0,497.6373073 +2010-05-06 16:30:00,109,9.7,2.0,493.4067154 +2010-05-06 17:30:00,27,9.6,3.0,491.7163161 +2010-05-06 18:30:00,0,8.6,2.0,486.3786964 +2010-05-06 19:30:00,0,6.9,0.0,472.4007475 +2010-05-06 20:30:00,0,7.1,0.0,465.2119568 +2010-05-06 21:30:00,0,7.1,1.0,439.8100319 +2010-05-06 22:30:00,0,5.7,1.0,406.8426512 +2010-05-06 23:30:00,0,5.6,1.0,384.3529903 +2010-05-07 00:30:00,0,5.9,0.0,376.1582283 +2010-05-07 01:30:00,0,6.1,0.0,371.8679213 +2010-05-07 02:30:00,0,6.1,1.0,373.32864680000006 +2010-05-07 03:30:00,0,5.6,2.0,379.047525 +2010-05-07 04:30:00,42,6.5,2.0,399.9983712 +2010-05-07 05:30:00,126,6.1,2.0,446.906953 +2010-05-07 06:30:00,215,6.8,2.0,483.0254586 +2010-05-07 07:30:00,295,8.0,3.0,506.5899929 +2010-05-07 08:30:00,361,8.9,2.0,513.3561838 +2010-05-07 09:30:00,406,9.9,2.0,521.0135091 +2010-05-07 10:30:00,226,8.4,2.0,535.7356012 +2010-05-07 11:30:00,225,8.0,2.0,535.3497491999998 +2010-05-07 12:30:00,211,7.7,2.0,534.0681691999998 +2010-05-07 13:30:00,185,7.6,3.0,519.4195727 +2010-05-07 14:30:00,149,7.4,2.0,510.4898545 +2010-05-07 15:30:00,105,6.8,3.0,501.2064385 +2010-05-07 16:30:00,59,6.6,2.0,498.078281 +2010-05-07 17:30:00,15,6.4,1.0,496.6313359 +2010-05-07 18:30:00,0,6.3,2.0,490.0488841 +2010-05-07 19:30:00,0,6.2,2.0,477.3938564 +2010-05-07 20:30:00,0,6.0,3.0,464.0130594 +2010-05-07 21:30:00,0,5.9,3.0,441.5785203 +2010-05-07 22:30:00,0,5.8,3.0,413.5445334 +2010-05-07 23:30:00,0,5.6,3.0,392.717711 +2010-05-08 00:30:00,0,5.5,3.0,379.3782553 +2010-05-08 01:30:00,0,5.4,3.0,374.2060008 +2010-05-08 02:30:00,0,5.2,3.0,376.4981456 +2010-05-08 03:30:00,0,5.1,4.0,385.2716856 +2010-05-08 04:30:00,23,4.9,5.0,404.247337 +2010-05-08 05:30:00,68,4.3,4.0,453.4894048000001 +2010-05-08 06:30:00,114,4.2,5.0,483.3837498 +2010-05-08 07:30:00,157,4.3,4.0,503.3699659 +2010-05-08 08:30:00,191,3.9,6.0,515.1430461 +2010-05-08 09:30:00,215,3.6,4.0,521.2799307 +2010-05-08 10:30:00,227,4.1,4.0,531.9322027 +2010-05-08 11:30:00,226,4.3,4.0,540.9629774 +2010-05-08 12:30:00,212,4.4,6.0,540.7516775 +2010-05-08 13:30:00,186,4.6,4.0,529.0934342 +2010-05-08 14:30:00,150,4.6,3.0,523.1127278 +2010-05-08 15:30:00,106,4.5,3.0,512.3318385 +2010-05-08 16:30:00,60,4.6,4.0,501.3580232 +2010-05-08 17:30:00,16,4.6,4.0,493.103546 +2010-05-08 18:30:00,0,4.4,6.0,488.7581172 +2010-05-08 19:30:00,0,4.1,4.0,473.6272057 +2010-05-08 20:30:00,0,3.8,3.0,459.0107636 +2010-05-08 21:30:00,0,3.3,2.0,436.1995594 +2010-05-08 22:30:00,0,3.2,4.0,412.04706 +2010-05-08 23:30:00,0,3.2,5.0,375.3038417 +2010-05-09 00:30:00,0,3.1,5.0,359.901915 +2010-05-09 01:30:00,0,3.2,4.0,355.216569 +2010-05-09 02:30:00,0,3.0,5.0,352.7177178 +2010-05-09 03:30:00,0,3.2,3.0,353.7971848 +2010-05-09 04:30:00,24,3.2,4.0,348.3171674 +2010-05-09 05:30:00,69,3.2,5.0,351.7255269 +2010-05-09 06:30:00,115,3.3,5.0,363.9809222 +2010-05-09 07:30:00,158,3.4,6.0,391.1788964 +2010-05-09 08:30:00,192,3.6,7.0,417.3249645 +2010-05-09 09:30:00,216,4.4,7.0,422.7360798 +2010-05-09 10:30:00,228,3.9,7.0,432.4283152 +2010-05-09 11:30:00,227,4.1,7.0,436.07553550000006 +2010-05-09 12:30:00,213,4.2,8.0,424.1830249 +2010-05-09 13:30:00,187,4.3,7.0,422.9198189 +2010-05-09 14:30:00,150,4.5,8.0,404.7526194 +2010-05-09 15:30:00,107,4.4,8.0,392.3548264 +2010-05-09 16:30:00,60,4.4,6.0,397.2652527 +2010-05-09 17:30:00,17,4.2,5.0,401.018123 +2010-05-09 18:30:00,0,4.2,5.0,396.0296076 +2010-05-09 19:30:00,0,4.2,4.0,388.2115106 +2010-05-09 20:30:00,0,4.4,4.0,390.673614 +2010-05-09 21:30:00,0,4.4,3.0,380.5541853 +2010-05-09 22:30:00,0,4.4,3.0,355.9698992 +2010-05-09 23:30:00,0,4.3,3.0,353.1632850000001 +2010-05-10 00:30:00,0,4.3,1.0,342.3456479 +2010-05-10 01:30:00,0,4.3,0.0,338.5698103000001 +2010-05-10 02:30:00,0,4.3,1.0,341.266181 +2010-05-10 03:30:00,0,4.2,1.0,350.65524689999995 +2010-05-10 04:30:00,25,4.4,1.0,372.8647057 +2010-05-10 05:30:00,70,4.7,1.0,408.4044332 +2010-05-10 06:30:00,116,5.3,0.0,440.7103533 +2010-05-10 07:30:00,158,5.5,1.0,470.5312026 +2010-05-10 08:30:00,193,5.9,1.0,483.9028126 +2010-05-10 09:30:00,217,6.3,1.0,498.4825069 +2010-05-10 10:30:00,229,6.5,1.0,502.2904989 +2010-05-10 11:30:00,227,7.4,1.0,508.2757988 +2010-05-10 12:30:00,213,7.5,1.0,501.1650972 +2010-05-10 13:30:00,187,7.3,1.0,490.5311992 +2010-05-10 14:30:00,151,7.9,2.0,480.0442924 +2010-05-10 15:30:00,108,7.6,1.0,472.50639749999993 +2010-05-10 16:30:00,61,7.8,0.0,468.7167794 +2010-05-10 17:30:00,18,7.6,1.0,462.6533904 +2010-05-10 18:30:00,0,7.2,0.8,455.0649673 +2010-05-10 19:30:00,0,6.9,0.8,440.8160032 +2010-05-10 20:30:00,0,6.7,0.6,431.2615721 +2010-05-10 21:30:00,0,7.9,1.1,413.6685572 +2010-05-10 22:30:00,0,9.6,1.8,390.9308487 +2010-05-10 23:30:00,0,11.8,2.7,360.9124799 +2010-05-11 00:30:00,0,13.4,3.6,348.0277783 +2010-05-11 01:30:00,0,14.3,4.2,342.8509304 +2010-05-11 02:30:00,0,14.0,4.6,340.9262637 +2010-05-11 03:30:00,0,14.1,5.4,344.3621841 +2010-05-11 04:30:00,91,14.0,7.0,350.4301665 +2010-05-11 05:30:00,252,14.7,8.0,372.5523493 +2010-05-11 06:30:00,417,15.9,6.0,393.4526672 +2010-05-11 07:30:00,568,18.4,4.0,427.3433367 +2010-05-11 08:30:00,690,20.2,4.0,448.9648305 +2010-05-11 09:30:00,776,21.1,4.0,457.8164597 +2010-05-11 10:30:00,818,22.3,4.0,458.27121380000006 +2010-05-11 11:30:00,814,22.7,4.0,450.9538058 +2010-05-11 12:30:00,764,22.8,3.0,445.6759013 +2010-05-11 13:30:00,670,23.6,3.0,435.8228943 +2010-05-11 14:30:00,542,23.2,3.0,417.7659383 +2010-05-11 15:30:00,388,22.6,3.0,407.2330967 +2010-05-11 16:30:00,220,21.5,4.0,416.29143230000005 +2010-05-11 17:30:00,47,19.7,3.0,418.5100814 +2010-05-11 18:30:00,0,18.3,2.0,417.2055341 +2010-05-11 19:30:00,0,17.9,4.0,400.8068231 +2010-05-11 20:30:00,0,17.5,4.0,391.4085702 +2010-05-11 21:30:00,0,16.8,4.2,373.9395792 +2010-05-11 22:30:00,0,16.3,4.2,351.8817051000001 +2010-05-11 23:30:00,0,16.1,4.3,327.4168494 +2010-05-12 00:30:00,0,15.5,4.4,312.8876833 +2010-05-12 01:30:00,0,13.6,4.5,304.26572789999994 +2010-05-12 02:30:00,0,13.3,4.5,303.967152 +2010-05-12 03:30:00,0,12.7,4.0,310.2280604 +2010-05-12 04:30:00,67,12.7,1.0,313.11735710000005 +2010-05-12 05:30:00,247,12.1,0.0,323.85690510000006 +2010-05-12 06:30:00,300,15.0,1.0,340.2418357 +2010-05-12 07:30:00,303,14.9,3.0,366.6129842 +2010-05-12 08:30:00,368,16.6,1.0,392.4558829 +2010-05-12 09:30:00,556,19.7,1.0,399.7135757 +2010-05-12 10:30:00,690,19.9,2.0,413.80176810000006 +2010-05-12 11:30:00,686,21.5,2.0,418.3722771 +2010-05-12 12:30:00,406,20.5,1.0,408.6754483 +2010-05-12 13:30:00,358,14.0,1.0,396.0939162 +2010-05-12 14:30:00,289,14.1,1.0,382.768241 +2010-05-12 15:30:00,208,15.8,2.0,382.8417366000001 +2010-05-12 16:30:00,119,16.0,2.0,399.8927213 +2010-05-12 17:30:00,36,14.3,2.0,404.7250585 +2010-05-12 18:30:00,0,13.7,2.0,407.0126098 +2010-05-12 19:30:00,0,13.3,2.0,396.4705813 +2010-05-12 20:30:00,0,13.1,2.0,393.4067325 +2010-05-12 21:30:00,0,13.0,2.0,383.8614884 +2010-05-12 22:30:00,0,13.0,1.9,360.5174409 +2010-05-12 23:30:00,0,12.4,1.8,353.6823479 +2010-05-13 00:30:00,0,11.5,1.8,342.5569478999999 +2010-05-13 01:30:00,0,11.3,1.7,337.4765629 +2010-05-13 02:30:00,0,11.3,1.6,339.1807426000001 +2010-05-13 03:30:00,0,11.5,1.0,348.978628 +2010-05-13 04:30:00,27,11.5,3.0,375.1844113 +2010-05-13 05:30:00,72,11.8,3.0,441.7668529 +2010-05-13 06:30:00,224,12.2,2.0,477.8394236 +2010-05-13 07:30:00,409,13.8,2.0,498.8867329 +2010-05-13 08:30:00,369,16.5,2.0,514.2335378 +2010-05-13 09:30:00,414,17.6,2.0,521.7346848999998 +2010-05-13 10:30:00,436,15.3,3.0,528.1931128 +2010-05-13 11:30:00,434,13.9,2.0,534.123291 +2010-05-13 12:30:00,408,16.6,2.0,530.1591206999999 +2010-05-13 13:30:00,189,14.5,2.0,521.4866371999998 +2010-05-13 14:30:00,153,12.3,2.0,515.9836523 +2010-05-13 15:30:00,209,11.8,2.0,499.60790870000005 +2010-05-13 16:30:00,121,12.2,2.0,495.4186581 +2010-05-13 17:30:00,37,12.8,0.0,484.5229319 +2010-05-13 18:30:00,0,12.7,0.0,473.6455796 +2010-05-13 19:30:00,0,11.9,1.0,457.62353370000005 +2010-05-13 20:30:00,0,11.5,2.0,447.1595942 +2010-05-13 21:30:00,0,10.8,2.0,424.068188 +2010-05-13 22:30:00,0,10.7,1.9,387.8532194 +2010-05-13 23:30:00,0,10.9,1.8,386.9758654 +2010-05-14 00:30:00,0,10.6,1.8,378.3401296 +2010-05-14 01:30:00,0,10.5,1.7,374.2611225 +2010-05-14 02:30:00,0,10.4,1.6,378.4503731 +2010-05-14 03:30:00,0,10.5,1.0,383.434295 +2010-05-14 04:30:00,28,10.4,1.0,402.869294 +2010-05-14 05:30:00,73,10.4,1.0,453.9625329 +2010-05-14 06:30:00,119,10.3,1.0,485.96069010000014 +2010-05-14 07:30:00,161,10.2,2.0,506.4935299 +2010-05-14 08:30:00,195,10.0,2.0,510.572537 +2010-05-14 09:30:00,219,10.1,1.0,513.5674837 +2010-05-14 10:30:00,231,10.3,1.0,527.2422632 +2010-05-14 11:30:00,230,10.0,1.0,529.1623364 +2010-05-14 12:30:00,216,10.4,1.0,521.3809871999998 +2010-05-14 13:30:00,190,10.9,1.0,516.2776348 +2010-05-14 14:30:00,154,10.2,2.0,510.0488807 +2010-05-14 15:30:00,111,10.4,2.0,496.5119055 +2010-05-14 16:30:00,65,10.2,3.0,491.5463575 +2010-05-14 17:30:00,21,9.5,3.0,490.76087300000006 +2010-05-14 18:30:00,0,9.2,3.0,487.4168221 +2010-05-14 19:30:00,0,9.2,1.0,468.47791860000007 +2010-05-14 20:30:00,0,8.8,0.0,460.8986824 +2010-05-14 21:30:00,0,8.8,0.6,439.92027530000007 +2010-05-14 22:30:00,0,7.6,0.8,406.7875295 +2010-05-14 23:30:00,0,7.0,0.9,386.567046 +2010-05-15 00:30:00,0,6.4,1.1,379.13020760000006 +2010-05-15 01:30:00,0,5.8,1.2,371.817393 +2010-05-15 02:30:00,0,5.5,1.4,379.3047597 +2010-05-15 03:30:00,0,5.4,1.0,393.0071 +2010-05-15 04:30:00,54,7.0,2.0,412.1756774 +2010-05-15 05:30:00,189,8.1,2.0,457.35251860000005 +2010-05-15 06:30:00,120,9.2,3.0,496.3878817 +2010-05-15 07:30:00,307,9.5,3.0,515.1338592000002 +2010-05-15 08:30:00,372,10.4,3.0,505.2395108 +2010-05-15 09:30:00,220,11.5,4.0,530.9721661 +2010-05-15 10:30:00,439,12.8,4.0,548.3584746 +2010-05-15 11:30:00,230,10.7,3.0,551.1650887 +2010-05-15 12:30:00,552,12.6,3.0,549.0429026 +2010-05-15 13:30:00,191,11.9,7.0,531.1053768999999 +2010-05-15 14:30:00,155,8.1,3.0,524.7066642 +2010-05-15 15:30:00,212,7.0,5.0,509.7503048 +2010-05-15 16:30:00,166,7.7,2.0,500.6506278 +2010-05-15 17:30:00,75,7.6,2.0,499.6125022 +2010-05-15 18:30:00,0,7.0,0.0,490.5311992 +2010-05-15 19:30:00,0,6.2,0.0,480.214251 +2010-05-15 20:30:00,0,6.1,0.0,470.4163657 +2010-05-15 21:30:00,0,6.1,0.5,448.8316197 +2010-05-15 22:30:00,0,6.2,0.5,415.8688325 +2010-05-15 23:30:00,0,6.2,0.5,387.3525305 +2010-05-16 00:30:00,0,5.3,0.5,374.7664049 +2010-05-16 01:30:00,0,4.9,0.5,369.4701265 +2010-05-16 02:30:00,0,4.0,0.5,373.8293357 +2010-05-16 03:30:00,1,3.6,0.0,379.0750859 +2010-05-16 04:30:00,105,4.0,1.0,398.2620371 +2010-05-16 05:30:00,266,5.1,0.0,440.9354336 +2010-05-16 06:30:00,431,7.1,1.0,481.4453027 +2010-05-16 07:30:00,580,9.5,3.0,489.2174649 +2010-05-16 08:30:00,702,11.6,4.0,487.8164546 +2010-05-16 09:30:00,780,12.2,3.0,519.2266467000002 +2010-05-16 10:30:00,803,12.3,4.0,529.7962361000001 +2010-05-16 11:30:00,437,11.1,2.0,528.2849823 +2010-05-16 12:30:00,651,12.8,5.0,537.2560419 +2010-05-16 13:30:00,362,13.5,4.0,528.5330301 +2010-05-16 14:30:00,294,12.4,3.0,519.9064812 +2010-05-16 15:30:00,213,12.5,4.0,506.475156 +2010-05-16 16:30:00,126,12.5,3.0,503.1219182 +2010-05-16 17:30:00,67,11.9,2.0,506.2041409 +2010-05-16 18:30:00,0,10.1,2.0,498.2252723 +2010-05-16 19:30:00,0,8.7,1.0,478.0736909 +2010-05-16 20:30:00,0,8.1,2.0,467.28820819999993 +2010-05-16 21:30:00,0,7.6,2.3,441.1467335 +2010-05-16 22:30:00,0,7.4,2.5,409.8835326 +2010-05-16 23:30:00,0,7.2,2.7,378.1885449 +2010-05-17 00:30:00,0,7.2,3.0,365.3497781 +2010-05-17 01:30:00,0,7.3,3.2,360.3474823 +2010-05-17 02:30:00,0,7.1,3.4,365.4186803 +2010-05-17 03:30:00,2,7.0,3.0,371.4085736 +2010-05-17 04:30:00,107,7.5,4.0,394.1141279 +2010-05-17 05:30:00,268,10.1,4.0,442.0011202 +2010-05-17 06:30:00,433,12.1,5.0,474.6791118 +2010-05-17 07:30:00,582,14.0,6.0,497.29739000000006 +2010-05-17 08:30:00,704,15.5,6.0,508.6157161 +2010-05-17 09:30:00,782,16.6,7.0,516.8058846 +2010-05-17 10:30:00,824,17.5,7.0,523.7052863 +2010-05-17 11:30:00,826,18.6,7.0,517.416817 +2010-05-17 12:30:00,776,19.3,7.0,509.3414853 +2010-05-17 13:30:00,679,19.3,7.0,497.2927965 +2010-05-17 14:30:00,552,19.3,7.0,488.7581172 +2010-05-17 15:30:00,402,18.9,7.0,476.5670307 +2010-05-17 16:30:00,232,18.6,6.0,469.070477 +2010-05-17 17:30:00,68,17.0,4.0,467.0447539 +2010-05-17 18:30:00,0,15.9,5.0,460.74250419999987 +2010-05-17 19:30:00,0,14.9,5.0,445.08334289999993 +2010-05-17 20:30:00,0,14.6,5.0,438.0645108 +2010-05-17 21:30:00,0,14.3,4.7,420.0948308 +2010-05-17 22:30:00,0,14.0,4.4,395.2395296 +2010-05-17 23:30:00,0,14.1,4.0,341.0227267 +2010-05-18 00:30:00,0,13.6,3.7,327.3020125 +2010-05-18 01:30:00,0,13.4,3.3,318.321766 +2010-05-18 02:30:00,0,13.5,3.0,318.0737182000001 +2010-05-18 03:30:00,1,13.2,2.0,319.1715591 +2010-05-18 04:30:00,78,13.4,2.0,319.3461112 +2010-05-18 05:30:00,193,14.0,2.0,320.6368781000001 +2010-05-18 06:30:00,231,16.5,4.0,342.9611738 +2010-05-18 07:30:00,417,17.4,5.0,370.9032912 +2010-05-18 08:30:00,503,18.5,3.0,391.0824334 +2010-05-18 09:30:00,420,19.8,3.0,403.5996568 +2010-05-18 10:30:00,441,21.3,5.0,409.1026416 +2010-05-18 11:30:00,440,20.8,4.0,402.46047460000005 +2010-05-18 12:30:00,413,20.9,3.0,392.630435 +2010-05-18 13:30:00,365,21.2,4.0,382.4145433 +2010-05-18 14:30:00,296,21.4,4.0,373.0346643 +2010-05-18 15:30:00,216,21.5,3.0,364.6102284 +2010-05-18 16:30:00,128,20.8,3.0,364.2703112 +2010-05-18 17:30:00,45,19.7,2.0,357.1779835 +2010-05-18 18:30:00,0,18.1,1.0,349.7870798 +2010-05-18 19:30:00,0,16.6,0.0,343.1862541000001 +2010-05-18 20:30:00,0,16.0,2.0,336.0617721000001 +2010-05-18 21:30:00,0,16.1,2.5,333.6639774 +2010-05-18 22:30:00,0,15.8,2.5,311.8771185 +2010-05-18 23:30:00,0,15.4,2.4,295.34060310000007 +2010-05-19 00:30:00,0,13.4,2.3,279.8100591 +2010-05-19 01:30:00,0,13.2,2.2,275.36816739999995 +2010-05-19 02:30:00,0,12.9,2.2,274.00390489999995 +2010-05-19 03:30:00,1,12.8,2.0,273.5537442 +2010-05-19 04:30:00,31,12.8,3.0,270.0581086 +2010-05-19 05:30:00,145,13.4,1.0,270.0 +2010-05-19 06:30:00,231,13.7,1.0,278.6800639 +2010-05-19 07:30:00,310,14.4,2.0,305.528934 +2010-05-19 08:30:00,594,15.6,2.0,325.0328351 +2010-05-19 09:30:00,665,17.4,4.0,339.4930990000001 +2010-05-19 10:30:00,442,16.9,6.0,356.7278228 +2010-05-19 11:30:00,697,18.1,5.0,357.4076573000001 +2010-05-19 12:30:00,556,18.5,4.0,341.4820744 +2010-05-19 13:30:00,578,18.8,3.0,323.8844660000001 +2010-05-19 14:30:00,544,18.7,4.0,314.4081240000001 +2010-05-19 15:30:00,396,19.6,4.0,306.2087685 +2010-05-19 16:30:00,242,18.6,3.0,309.8422084 +2010-05-19 17:30:00,85,16.8,1.0,316.0342147 +2010-05-19 18:30:00,0,15.8,2.1,319.5344437 +2010-05-19 19:30:00,0,14.3,2.0,316.4843754 +2010-05-19 20:30:00,0,13.7,3.0,309.02456960000006 +2010-05-19 21:30:00,0,13.6,3.6,304.4264996 +2010-05-19 22:30:00,0,13.5,4.1,289.2772142 +2010-05-19 23:30:00,0,14.0,4.6,331.587726 +2010-05-20 00:30:00,0,14.9,5.2,319.8513936 +2010-05-20 01:30:00,0,14.0,5.7,317.6740858 +2010-05-20 02:30:00,0,13.6,6.2,316.6818948 +2010-05-20 03:30:00,2,13.2,6.0,315.3819410000001 +2010-05-20 04:30:00,60,13.5,6.0,318.6938375 +2010-05-20 05:30:00,77,12.2,3.0,321.2891518 +2010-05-20 06:30:00,232,12.1,3.0,331.6520347 +2010-05-20 07:30:00,419,12.8,0.0,350.3428904999999 +2010-05-20 08:30:00,653,15.3,4.0,374.7388441 +2010-05-20 09:30:00,731,18.8,4.0,395.349773 +2010-05-20 10:30:00,809,20.3,3.0,410.0672717 +2010-05-20 11:30:00,805,21.5,3.0,414.5642851 +2010-05-20 12:30:00,720,21.7,3.0,404.3851413 +2010-05-20 13:30:00,636,21.4,2.0,400.2234516 +2010-05-20 14:30:00,546,21.0,2.0,389.1715472 +2010-05-20 15:30:00,399,20.8,2.0,388.6662648 +2010-05-20 16:30:00,130,19.3,2.0,388.2574453 +2010-05-20 17:30:00,25,17.8,5.0,387.1779784 +2010-05-20 18:30:00,0,12.9,5.0,386.8380611 +2010-05-20 19:30:00,0,12.0,2.0,380.3015441 +2010-05-20 20:30:00,0,11.6,2.0,379.1026467 +2010-05-20 21:30:00,0,11.3,2.8,378.53764910000007 +2010-05-20 22:30:00,0,11.0,3.0,362.1067838 +2010-05-20 23:30:00,0,10.8,3.2,341.6290656000001 +2010-05-21 00:30:00,0,10.5,3.5,330.8481763000001 +2010-05-21 01:30:00,0,10.2,3.7,326.8794126 +2010-05-21 02:30:00,0,9.9,3.9,330.9859806 +2010-05-21 03:30:00,1,9.7,4.0,340.22346180000005 +2010-05-21 04:30:00,32,9.7,3.0,368.9878115 +2010-05-21 05:30:00,78,9.8,2.0,420.1040178 +2010-05-21 06:30:00,123,9.8,2.0,459.1807222 +2010-05-21 07:30:00,165,9.3,2.0,484.1324864 +2010-05-21 08:30:00,199,9.7,3.0,496.3373534 +2010-05-21 09:30:00,223,10.3,2.0,508.0874663 +2010-05-21 10:30:00,234,10.4,3.0,525.3221900000002 +2010-05-21 11:30:00,233,9.0,2.0,525.0971097 +2010-05-21 12:30:00,219,9.3,1.0,520.8159896000002 +2010-05-21 13:30:00,194,9.4,1.0,512.6396014999998 +2010-05-21 14:30:00,158,10.3,2.0,493.9854935 +2010-05-21 15:30:00,220,11.3,2.0,484.0176495 +2010-05-21 16:30:00,132,10.0,2.0,482.1389176 +2010-05-21 17:30:00,48,9.7,2.0,483.9946821 +2010-05-21 18:30:00,0,9.2,2.0,484.5734602 +2010-05-21 19:30:00,0,8.8,2.0,468.8913315 +2010-05-21 20:30:00,0,8.6,2.0,455.2211455 +2010-05-21 21:30:00,0,8.0,2.1,428.0828864 +2010-05-21 22:30:00,0,7.7,2.1,398.5514261 +2010-05-21 23:30:00,0,7.4,2.1,382.8738909 +2010-05-22 00:30:00,0,7.4,2.1,378.1012689 +2010-05-22 01:30:00,0,7.4,2.1,369.4793135 +2010-05-22 02:30:00,0,6.3,2.1,373.4297033 +2010-05-22 03:30:00,4,5.2,2.0,382.3134868 +2010-05-22 04:30:00,114,5.2,1.0,401.5647467 +2010-05-22 05:30:00,278,6.6,1.0,448.5789785 +2010-05-22 06:30:00,441,9.2,1.0,485.8458532 +2010-05-22 07:30:00,590,10.3,1.0,510.4209523 +2010-05-22 08:30:00,711,11.8,3.0,516.0801153 +2010-05-22 09:30:00,795,13.5,2.0,523.8614645 +2010-05-22 10:30:00,837,14.3,2.0,534.7342233 +2010-05-22 11:30:00,833,15.4,2.0,507.2330796 +2010-05-22 12:30:00,784,15.8,2.0,529.0245321000001 +2010-05-22 13:30:00,692,16.5,1.0,523.5445146000002 +2010-05-22 14:30:00,566,16.2,3.0,516.5027152 +2010-05-22 15:30:00,415,16.0,2.0,502.4237098 +2010-05-22 16:30:00,251,15.5,2.0,498.9969763 +2010-05-22 17:30:00,93,14.5,2.0,492.419118 +2010-05-22 18:30:00,0,12.5,0.0,482.0562351 +2010-05-22 19:30:00,0,10.8,2.0,463.5583053 +2010-05-22 20:30:00,0,10.1,3.0,451.8357533 +2010-05-22 21:30:00,0,10.3,2.9,437.4260176 +2010-05-22 22:30:00,0,9.5,2.6,408.83622 +2010-05-22 23:30:00,0,8.9,2.4,383.5261646 +2010-05-23 00:30:00,0,8.2,2.2,373.1311273 +2010-05-23 01:30:00,0,8.5,2.0,369.16236360000005 +2010-05-23 02:30:00,0,8.0,1.7,372.8371448 +2010-05-23 03:30:00,6,7.1,1.0,381.4223523 +2010-05-23 04:30:00,119,8.1,1.0,401.3029185 +2010-05-23 05:30:00,280,10.7,2.0,446.9299204 +2010-05-23 06:30:00,373,12.4,2.0,490.3428666 +2010-05-23 07:30:00,545,14.7,3.0,508.8683573 +2010-05-23 08:30:00,712,16.2,2.0,517.9358798000002 +2010-05-23 09:30:00,797,16.7,1.0,527.8531956 +2010-05-23 10:30:00,838,18.1,2.0,535.6529186 +2010-05-23 11:30:00,834,18.7,2.0,539.0383107999999 +2010-05-23 12:30:00,780,18.9,1.0,536.1949488 +2010-05-23 13:30:00,689,19.1,2.0,529.4333515 +2010-05-23 14:30:00,569,19.5,2.0,513.0484209 +2010-05-23 15:30:00,417,19.5,1.0,500.1958737 +2010-05-23 16:30:00,253,18.7,1.0,496.39706860000007 +2010-05-23 17:30:00,95,17.5,2.0,496.6451164 +2010-05-23 18:30:00,0,15.7,1.6,489.7319343 +2010-05-23 19:30:00,0,14.5,1.8,473.6363927 +2010-05-23 20:30:00,0,13.6,1.9,465.2119568 +2010-05-23 21:30:00,0,12.4,2.0,437.4168306 +2010-05-23 22:30:00,0,11.0,1.9,399.3415041 +2010-05-23 23:30:00,0,9.4,1.7,379.0796793 +2010-05-24 00:30:00,0,8.1,1.6,369.4425657 +2010-05-24 01:30:00,0,7.2,1.4,364.0130765 +2010-05-24 02:30:00,0,7.0,1.5,364.2519373 +2010-05-24 03:30:00,2,7.2,1.6,378.5468361 +2010-05-24 04:30:00,34,7.0,2.0,395.657536 +2010-05-24 05:30:00,149,7.3,2.0,448.574385 +2010-05-24 06:30:00,236,8.3,2.0,481.8311547 +2010-05-24 07:30:00,314,8.8,2.0,502.1389142 +2010-05-24 08:30:00,378,9.3,2.0,509.7778656 +2010-05-24 09:30:00,223,10.1,2.0,523.0484192 +2010-05-24 10:30:00,235,9.8,2.0,530.8757031 +2010-05-24 11:30:00,234,9.5,2.0,526.0020245000002 +2010-05-24 12:30:00,220,11.0,2.0,514.4218703 +2010-05-24 13:30:00,369,10.6,2.0,496.4430034 +2010-05-24 14:30:00,303,11.2,2.0,489.8238038 +2010-05-24 15:30:00,222,10.1,2.0,481.1742876 +2010-05-24 16:30:00,135,9.8,2.0,473.9028143 +2010-05-24 17:30:00,51,9.7,2.0,470.2923418 +2010-05-24 18:30:00,0,9.3,1.0,461.92302760000007 +2010-05-24 19:30:00,0,8.8,1.0,447.8210549 +2010-05-24 20:30:00,0,8.1,1.0,437.3938632 +2010-05-24 21:30:00,0,8.2,1.7,430.1775117 +2010-05-24 22:30:00,0,8.4,2.0,405.2441214 +2010-05-24 23:30:00,0,8.4,2.2,378.5606165 +2010-05-25 00:30:00,0,8.2,2.4,366.2592865 +2010-05-25 01:30:00,0,8.1,2.6,358.8454155 +2010-05-25 02:30:00,0,8.0,2.9,362.7774313 +2010-05-25 03:30:00,2,7.9,3.0,365.0971369 +2010-05-25 04:30:00,34,7.9,2.0,359.612526 +2010-05-25 05:30:00,79,7.5,2.0,365.9055888 +2010-05-25 06:30:00,125,7.7,2.0,381.8082044 +2010-05-25 07:30:00,166,8.1,2.0,411.25698210000013 +2010-05-25 08:30:00,200,8.4,1.0,432.6855499 +2010-05-25 09:30:00,224,9.0,2.0,448.7719045 +2010-05-25 10:30:00,446,11.5,2.0,456.86561 +2010-05-25 11:30:00,443,12.4,3.0,454.4586284 +2010-05-25 12:30:00,727,14.1,3.0,439.686008 +2010-05-25 13:30:00,676,14.7,2.0,427.3663041 +2010-05-25 14:30:00,567,15.4,2.0,426.2776502 +2010-05-25 15:30:00,354,15.5,2.0,423.2092079 +2010-05-25 16:30:00,136,12.6,2.0,423.6685555 +2010-05-25 17:30:00,52,10.3,0.0,429.6814162 +2010-05-25 18:30:00,0,10.0,0.0,418.5835771 +2010-05-25 19:30:00,0,9.0,1.0,397.0907006 +2010-05-25 20:30:00,0,8.6,0.0,392.3640133 +2010-05-25 21:30:00,0,8.5,0.7,385.3773356 +2010-05-25 22:30:00,0,8.4,1.0,376.0893262 +2010-05-25 23:30:00,0,8.3,1.2,354.4862063 +2010-05-26 00:30:00,0,8.4,1.4,340.60931380000005 +2010-05-26 01:30:00,0,8.2,1.6,335.0052725 +2010-05-26 02:30:00,0,8.5,1.9,337.361726 +2010-05-26 03:30:00,2,8.6,2.0,341.2248397 +2010-05-26 04:30:00,35,8.7,1.0,340.1729336 +2010-05-26 05:30:00,150,9.1,1.0,338.0691213 +2010-05-26 06:30:00,237,9.4,1.0,347.6419263 +2010-05-26 07:30:00,315,10.1,1.0,369.9340677 +2010-05-26 08:30:00,510,11.3,2.0,394.568882 +2010-05-26 09:30:00,570,11.9,3.0,418.9510552 +2010-05-26 10:30:00,775,14.1,3.0,440.0121448 +2010-05-26 11:30:00,598,13.9,3.0,448.84080660000006 +2010-05-26 12:30:00,221,11.4,2.0,438.3676803 +2010-05-26 13:30:00,499,12.0,3.0,432.1251457 +2010-05-26 14:30:00,529,15.3,5.0,422.7360798 +2010-05-26 15:30:00,355,15.2,5.0,415.2073719 +2010-05-26 16:30:00,137,13.9,4.0,420.2004808 +2010-05-26 17:30:00,54,13.4,4.0,426.8564282 +2010-05-26 18:30:00,0,11.6,3.0,422.5385603 +2010-05-26 19:30:00,0,10.3,0.0,417.2514689 +2010-05-26 20:30:00,0,9.2,0.0,416.8702103 +2010-05-26 21:30:00,0,8.8,0.3,416.1260671 +2010-05-26 22:30:00,0,8.0,0.6,388.041552 +2010-05-26 23:30:00,0,7.9,0.9,366.5900168 +2010-05-27 00:30:00,0,8.1,1.2,356.9988379 +2010-05-27 01:30:00,0,8.3,1.5,356.0020535 +2010-05-27 02:30:00,0,8.3,1.8,363.9395809 +2010-05-27 03:30:00,4,8.4,2.0,372.7269014 +2010-05-27 04:30:00,67,8.5,1.0,391.1513355 +2010-05-27 05:30:00,151,9.6,2.0,441.0318966 +2010-05-27 06:30:00,238,10.8,3.0,481.2018484 +2010-05-27 07:30:00,167,10.8,3.0,506.1260518 +2010-05-27 08:30:00,200,11.0,3.0,513.5904511 +2010-05-27 09:30:00,571,13.4,4.0,520.1591225 +2010-05-27 10:30:00,600,15.6,4.0,525.7861311 +2010-05-27 11:30:00,445,13.0,3.0,521.3672068 +2010-05-27 12:30:00,221,13.2,3.0,515.4324352 +2010-05-27 13:30:00,371,10.1,1.0,511.3396476 +2010-05-27 14:30:00,305,11.7,3.0,502.6396032 +2010-05-27 15:30:00,225,13.2,3.0,486.9620679 +2010-05-27 16:30:00,138,13.9,4.0,482.9335891 +2010-05-27 17:30:00,100,13.9,2.0,480.4255509 +2010-05-27 18:30:00,1,12.7,1.0,478.91889060000005 +2010-05-27 19:30:00,0,11.3,1.0,463.99468550000006 +2010-05-27 20:30:00,0,10.7,2.0,452.6855464 +2010-05-27 21:30:00,0,10.7,1.8,442.2537614 +2010-05-27 22:30:00,0,10.9,1.5,411.2845429 +2010-05-27 23:30:00,0,11.2,1.2,399.419961 +2010-05-28 00:30:00,0,11.5,0.9,429.4950664 +2010-05-28 01:30:00,0,10.9,0.6,449.1598559 +2010-05-28 02:30:00,0,10.6,0.3,443.931098 +2010-05-28 03:30:00,2,10.5,0.0,419.3786702 +2010-05-28 04:30:00,35,10.4,1.0,398.6759973 +2010-05-28 05:30:00,152,11.4,1.0,365.0935976 +2010-05-28 06:30:00,126,12.0,2.0,328.9567675 +2010-05-28 07:30:00,316,12.4,2.0,310.1011791 +2010-05-28 08:30:00,380,14.3,4.0,304.0880357 +2010-05-28 09:30:00,425,15.2,4.0,289.5174252 +2010-05-28 10:30:00,777,16.1,3.0,280.6345478 +2010-05-28 11:30:00,598,17.3,4.0,280.9341645 +2010-05-28 12:30:00,664,19.4,3.0,281.82183139999995 +2010-05-28 13:30:00,500,18.9,0.0,285.8695903 +2010-05-28 14:30:00,411,20.0,1.0,291.4775657 +2010-05-28 15:30:00,226,19.7,2.0,299.0406483999999 +2010-05-28 16:30:00,139,19.2,2.0,308.3684426000001 +2010-05-28 17:30:00,56,18.6,2.0,310.9304361 +2010-05-28 18:30:00,1,17.0,2.0,316.0605195 +2010-05-28 19:30:00,0,16.6,3.0,328.7367427 +2010-05-28 20:30:00,0,16.3,4.0,333.50363639999995 +2010-05-28 21:30:00,0,16.2,4.5,341.6732554 +2010-05-28 22:30:00,0,15.1,4.3,367.7755464 +2010-05-28 23:30:00,0,14.6,4.2,375.5656698 +2010-05-29 00:30:00,0,13.8,4.0,364.7296588 +2010-05-29 01:30:00,0,12.3,3.9,359.9478498000001 +2010-05-29 02:30:00,0,11.5,3.7,362.9887312 +2010-05-29 03:30:00,3,11.4,3.0,371.22483460000007 +2010-05-29 04:30:00,36,11.7,3.0,393.3607977 +2010-05-29 05:30:00,81,11.7,2.0,442.23079400000006 +2010-05-29 06:30:00,126,11.4,2.0,482.12513719999987 +2010-05-29 07:30:00,167,11.7,2.0,504.89959360000006 +2010-05-29 08:30:00,201,11.8,2.0,510.7379022 +2010-05-29 09:30:00,224,12.5,2.0,521.1145656 +2010-05-29 10:30:00,447,13.4,2.0,530.8251748 +2010-05-29 11:30:00,446,13.8,3.0,525.3910922 +2010-05-29 12:30:00,420,15.2,2.0,525.1614183 +2010-05-29 13:30:00,373,16.4,2.0,513.0622013000002 +2010-05-29 14:30:00,306,16.0,3.0,503.3010638 +2010-05-29 15:30:00,226,16.0,2.0,492.4788332 +2010-05-29 16:30:00,140,15.7,2.0,486.1168683 +2010-05-29 17:30:00,57,15.0,2.0,480.9446137 +2010-05-29 18:30:00,1,14.3,1.0,472.9978994 +2010-05-29 19:30:00,0,13.7,2.0,456.5578471 +2010-05-29 20:30:00,0,12.9,2.0,446.3327685 +2010-05-29 21:30:00,0,12.7,2.4,427.6051649 +2010-05-29 22:30:00,0,12.4,2.7,399.7686974 +2010-05-29 23:30:00,0,12.0,3.0,362.4145467 +2010-05-30 00:30:00,0,12.1,3.2,350.8619533000001 +2010-05-30 01:30:00,0,12.2,3.5,345.1017338 +2010-05-30 02:30:00,0,12.2,3.8,346.2363225 +2010-05-30 03:30:00,3,11.9,4.0,348.8132628 +2010-05-30 04:30:00,36,11.8,4.0,339.9019185 +2010-05-30 05:30:00,81,12.1,3.0,330.7471198 +2010-05-30 06:30:00,126,11.9,4.0,342.0241046 +2010-05-30 07:30:00,167,12.1,3.0,362.22621410000005 +2010-05-30 08:30:00,201,13.0,3.0,382.749867 +2010-05-30 09:30:00,425,14.4,2.0,403.79258280000005 +2010-05-30 10:30:00,236,14.5,2.0,423.5812795 +2010-05-30 11:30:00,235,15.0,2.0,425.2165571000001 +2010-05-30 12:30:00,222,14.9,2.0,414.2703027 +2010-05-30 13:30:00,197,15.9,1.0,398.4917109 +2010-05-30 14:30:00,162,15.6,2.0,392.0057222 +2010-05-30 15:30:00,120,15.9,2.0,381.2891415 +2010-05-30 16:30:00,141,15.4,2.0,379.4930922 +2010-05-30 17:30:00,58,15.0,1.0,385.2808726 +2010-05-30 18:30:00,2,14.4,1.0,384.0130731 +2010-05-30 19:30:00,0,12.9,0.0,373.0760056 +2010-05-30 20:30:00,0,12.2,0.0,371.132965 +2010-05-30 21:30:00,0,11.7,0.9,370.8941043 +2010-05-30 22:30:00,0,11.0,1.2,348.6433042 +2010-05-30 23:30:00,0,10.9,1.6,343.0622303 +2010-05-31 00:30:00,0,10.5,2.0,332.7498756 +2010-05-31 01:30:00,0,10.2,2.4,326.6681127 +2010-05-31 02:30:00,0,10.2,2.7,322.77284469999995 +2010-05-31 03:30:00,8,11.3,3.0,328.1196513000001 +2010-05-31 04:30:00,69,11.6,2.0,343.5261713999999 +2010-05-31 05:30:00,153,12.4,2.0,371.2064607 +2010-05-31 06:30:00,239,13.1,2.0,408.8821547 +2010-05-31 07:30:00,427,15.4,3.0,432.5431521 +2010-05-31 08:30:00,512,16.8,1.0,448.1839395 +2010-05-31 09:30:00,426,16.7,1.0,456.6405297 +2010-05-31 10:30:00,448,17.9,3.0,458.6800333000001 +2010-05-31 11:30:00,446,17.9,3.0,456.4567906 +2010-05-31 12:30:00,421,19.5,4.0,449.5022672 +2010-05-31 13:30:00,374,19.7,3.0,442.1802657 +2010-05-31 14:30:00,414,20.4,3.0,431.5279938 +2010-05-31 15:30:00,307,19.2,1.0,428.358495 +2010-05-31 16:30:00,191,19.6,1.0,424.0360336 +2010-05-31 17:30:00,58,18.4,1.0,417.4765492 +2010-05-31 18:30:00,1,16.2,2.0,408.6938222 +2010-05-31 19:30:00,0,14.1,2.0,389.787073 +2010-05-31 20:30:00,0,13.5,2.0,378.9786229 +2010-05-31 21:30:00,0,13.5,2.3,373.8660835 +2010-05-31 22:30:00,0,10.8,2.5,353.9120217 +2010-05-31 23:30:00,0,10.7,2.7,339.8284228 +2010-06-01 00:30:00,0,10.3,3.0,334.1830402 +2010-06-01 01:30:00,0,9.9,3.2,331.2432153 +2010-06-01 02:30:00,0,9.0,3.4,325.9423434 +2010-06-01 03:30:00,3,8.6,3.0,330.411796 +2010-06-01 04:30:00,37,8.4,2.0,336.861037 +2010-06-01 05:30:00,81,9.0,2.0,345.9653074 +2010-06-01 06:30:00,239,9.5,2.0,362.7774313 +2010-06-01 07:30:00,168,10.2,2.0,393.5629107 +2010-06-01 08:30:00,512,10.8,1.0,421.9689692 +2010-06-01 09:30:00,426,13.5,2.0,440.0213318 +2010-06-01 10:30:00,710,15.0,2.0,441.9735593 +2010-06-01 11:30:00,447,14.9,2.0,433.0254671 +2010-06-01 12:30:00,667,15.5,4.0,424.6102182 +2010-06-01 13:30:00,649,17.3,2.0,416.1490345 +2010-06-01 14:30:00,535,17.1,2.0,410.4209694 +2010-06-01 15:30:00,397,17.6,2.0,402.7177093 +2010-06-01 16:30:00,192,16.0,3.0,400.7700753 +2010-06-01 17:30:00,59,15.7,2.0,403.9074197 +2010-06-01 18:30:00,2,14.4,1.0,401.3350729 +2010-06-01 19:30:00,0,12.7,1.0,385.0741661 +2010-06-01 20:30:00,0,12.3,1.0,376.8610302 +2010-06-01 21:30:00,0,11.8,1.9,370.7195522 +2010-06-01 22:30:00,0,11.0,2.2,346.1122987 +2010-06-01 23:30:00,0,10.9,2.6,346.87481569999994 +2010-06-02 00:30:00,0,11.0,3.0,328.4044468 +2010-06-02 01:30:00,0,11.1,3.4,324.1554811000001 +2010-06-02 02:30:00,0,11.1,3.7,323.8109703 +2010-06-02 03:30:00,3,11.2,4.0,326.9850626 +2010-06-02 04:30:00,37,10.9,3.0,325.50136969999994 +2010-06-02 05:30:00,81,11.3,3.0,324.8536895000001 +2010-06-02 06:30:00,127,12.3,5.0,331.6290673 +2010-06-02 07:30:00,168,11.2,4.0,353.3378372 +2010-06-02 08:30:00,381,12.7,5.0,375.3084352 +2010-06-02 09:30:00,425,13.8,5.0,392.524785 +2010-06-02 10:30:00,448,16.8,6.0,411.9689709 +2010-06-02 11:30:00,446,17.4,6.0,412.9473814 +2010-06-02 12:30:00,421,18.7,3.0,401.3764142 +2010-06-02 13:30:00,503,20.5,7.0,389.1899211 +2010-06-02 14:30:00,309,20.5,4.0,378.7535425 +2010-06-02 15:30:00,229,19.8,7.0,374.6056333 +2010-06-02 16:30:00,144,19.6,7.0,383.2781168 +2010-06-02 17:30:00,60,18.1,4.0,392.919824 +2010-06-02 18:30:00,2,17.0,3.4,397.04935930000005 +2010-06-02 19:30:00,0,15.7,2.7,394.8904254 +2010-06-02 20:30:00,0,14.6,2.7,391.4958463 +2010-06-02 21:30:00,0,13.6,2.5,393.9855105 +2010-06-02 22:30:00,0,12.8,2.3,367.4352165 +2010-06-02 23:30:00,0,12.3,1.8,337.4352216 +2010-06-03 00:30:00,0,11.9,1.3,325.5748653 +2010-06-03 01:30:00,0,11.5,1.0,321.9735798 +2010-06-03 02:30:00,0,11.4,1.0,328.5422511000001 +2010-06-03 03:30:00,9,11.5,1.0,339.8835445 +2010-06-03 04:30:00,94,11.6,1.0,368.5881791000001 +2010-06-03 05:30:00,245,11.9,1.0,428.6616645 +2010-06-03 06:30:00,418,13.5,1.0,475.1017117 +2010-06-03 07:30:00,318,13.7,1.0,503.7144767 +2010-06-03 08:30:00,605,14.3,2.0,509.0291289 +2010-06-03 09:30:00,573,15.4,2.0,513.0989491 +2010-06-03 10:30:00,603,16.4,1.0,519.9018878 +2010-06-03 11:30:00,448,16.3,2.0,521.5141980000002 +2010-06-03 12:30:00,567,16.4,2.0,512.8003731000001 +2010-06-03 13:30:00,375,15.9,4.0,503.0484226 +2010-06-03 14:30:00,416,16.8,2.0,493.0116765 +2010-06-03 15:30:00,230,15.5,1.0,477.485726 +2010-06-03 16:30:00,145,15.4,1.0,482.7268826 +2010-06-03 17:30:00,61,12.6,3.0,479.30933610000005 +2010-06-03 18:30:00,3,11.3,2.0,469.8835224 +2010-06-03 19:30:00,0,11.0,3.0,459.1347874 +2010-06-03 20:30:00,0,10.6,3.0,444.1462737 +2010-06-03 21:30:00,0,10.5,3.0,427.3892715 +2010-06-03 22:30:00,0,10.4,3.0,395.4140817 +2010-06-03 23:30:00,0,10.2,3.0,371.2661759 +2010-06-04 00:30:00,0,10.1,4.0,359.50687610000006 +2010-06-04 01:30:00,0,10.2,3.0,355.2073821 +2010-06-04 02:30:00,0,10.2,3.0,359.8651672 +2010-06-04 03:30:00,4,10.3,3.0,367.4398099 +2010-06-04 04:30:00,70,10.5,4.0,388.4365909 +2010-06-04 05:30:00,154,10.8,4.0,442.5523373 +2010-06-04 06:30:00,240,11.0,3.0,474.56886839999993 +2010-06-04 07:30:00,318,11.7,4.0,494.568865 +2010-06-04 08:30:00,382,13.1,3.0,491.7852182 +2010-06-04 09:30:00,426,14.4,2.0,498.2941744 +2010-06-04 10:30:00,449,15.2,2.0,506.5991799 +2010-06-04 11:30:00,447,13.8,2.0,513.8936205 +2010-06-04 12:30:00,223,14.3,3.0,520.0213182 +2010-06-04 13:30:00,376,14.4,3.0,513.6455728 +2010-06-04 14:30:00,310,14.4,2.0,506.46596910000005 +2010-06-04 15:30:00,311,14.3,3.0,491.9505834 +2010-06-04 16:30:00,145,14.1,3.0,487.733772 +2010-06-04 17:30:00,62,12.6,2.0,482.547737 +2010-06-04 18:30:00,3,12.0,1.0,476.4981285 +2010-06-04 19:30:00,0,11.6,3.0,459.3369004 +2010-06-04 20:30:00,0,12.1,3.0,442.6625808 +2010-06-04 21:30:00,0,12.0,3.0,427.9267082 +2010-06-04 22:30:00,0,11.5,3.0,398.5422392 +2010-06-04 23:30:00,0,11.5,3.0,380.0075616 +2010-06-05 00:30:00,0,11.3,4.0,366.63595160000006 +2010-06-05 01:30:00,0,10.9,2.0,359.0107806000001 +2010-06-05 02:30:00,0,10.2,1.0,359.0613088 +2010-06-05 03:30:00,4,10.4,1.0,368.5376508 +2010-06-05 04:30:00,37,10.3,1.0,385.8780245 +2010-06-05 05:30:00,82,10.3,2.0,439.52064289999987 +2010-06-05 06:30:00,127,10.1,2.0,476.8426393 +2010-06-05 07:30:00,168,10.2,2.0,493.7420392 +2010-06-05 08:30:00,201,10.9,1.0,496.8656032 +2010-06-05 09:30:00,225,10.8,2.0,513.9074009999998 +2010-06-05 10:30:00,237,11.0,2.0,529.2542059 +2010-06-05 11:30:00,236,10.9,3.0,532.1389091 +2010-06-05 12:30:00,223,10.7,3.0,528.3998193 +2010-06-05 13:30:00,198,10.0,3.0,519.3966054 +2010-06-05 14:30:00,164,10.0,2.0,510.4668871 +2010-06-05 15:30:00,122,10.2,2.0,498.271207 +2010-06-05 16:30:00,77,10.4,3.0,490.0396972 +2010-06-05 17:30:00,33,10.4,2.0,487.5132851 +2010-06-05 18:30:00,2,10.4,2.0,483.06220639999987 +2010-06-05 19:30:00,0,10.6,2.0,461.30290830000007 +2010-06-05 20:30:00,0,10.8,2.0,447.687844 +2010-06-05 21:30:00,0,10.7,2.0,433.3148561 +2010-06-05 22:30:00,0,10.7,2.0,404.4953847 +2010-06-05 23:30:00,0,10.7,2.0,382.5707215 +2010-06-06 00:30:00,0,10.1,2.0,365.5472976 +2010-06-06 01:30:00,0,10.3,2.0,358.0553375 +2010-06-06 02:30:00,0,9.9,3.0,358.9189111 +2010-06-06 03:30:00,4,9.2,3.0,364.7480327 +2010-06-06 04:30:00,71,8.8,4.0,381.6658066 +2010-06-06 05:30:00,82,8.8,2.0,440.2050709 +2010-06-06 06:30:00,127,8.7,3.0,476.2868286 +2010-06-06 07:30:00,168,9.3,3.0,500.31071060000005 +2010-06-06 08:30:00,382,9.4,2.0,504.1232961 +2010-06-06 09:30:00,225,9.4,2.0,514.8352831999998 +2010-06-06 10:30:00,237,9.2,2.0,529.1439624 +2010-06-06 11:30:00,447,10.4,3.0,533.5766672 +2010-06-06 12:30:00,223,10.0,2.0,529.2450188999999 +2010-06-06 13:30:00,198,9.8,3.0,520.1361551 +2010-06-06 14:30:00,311,10.6,3.0,506.03877580000005 +2010-06-06 15:30:00,231,10.2,2.0,496.4062556 +2010-06-06 16:30:00,146,10.4,2.0,487.1917418000001 +2010-06-06 17:30:00,63,10.3,2.0,483.1402955 +2010-06-06 18:30:00,7,9.7,3.0,475.6437419 +2010-06-06 19:30:00,0,9.2,2.0,459.19450260000013 +2010-06-06 20:30:00,0,9.1,3.0,443.2827001 +2010-06-06 21:30:00,0,9.0,2.0,434.0957471 +2010-06-06 22:30:00,0,8.9,1.0,404.7158716 +2010-06-06 23:30:00,0,8.7,2.0,376.9253389 +2010-06-07 00:30:00,0,8.1,1.0,361.9322316 +2010-06-07 01:30:00,0,7.4,2.0,356.5303033 +2010-06-07 02:30:00,0,7.7,2.0,270.0 +2010-06-07 03:30:00,11,8.0,3.0,363.227592 +2010-06-07 04:30:00,113,8.3,2.0,374.2243747 +2010-06-07 05:30:00,292,11.6,0.0,428.059919 +2010-06-07 06:30:00,418,11.7,2.0,464.86285260000005 +2010-06-07 07:30:00,428,11.7,1.0,491.6152596 +2010-06-07 08:30:00,382,12.1,1.0,504.70207410000006 +2010-06-07 09:30:00,426,13.3,2.0,515.6069873 +2010-06-07 10:30:00,603,15.2,2.0,530.1223729 +2010-06-07 11:30:00,602,15.5,2.0,524.3208121 +2010-06-07 12:30:00,669,16.5,1.0,517.1136475 +2010-06-07 13:30:00,596,17.2,2.0,503.0392356 +2010-06-07 14:30:00,540,16.9,1.0,491.3442445 +2010-06-07 15:30:00,424,17.2,2.0,482.653387 +2010-06-07 16:30:00,274,17.8,1.0,478.92807760000005 +2010-06-07 17:30:00,120,16.8,1.0,472.984119 +2010-06-07 18:30:00,8,16.4,1.0,462.4145296 +2010-06-07 19:30:00,0,14.9,1.0,444.0452172 +2010-06-07 20:30:00,0,14.3,1.0,430.2464138 +2010-06-07 21:30:00,0,14.1,0.0,429.3460925 +2010-06-07 22:30:00,0,13.7,1.0,407.8578095 +2010-06-07 23:30:00,0,13.3,1.0,377.485743 +2010-06-08 00:30:00,0,12.6,1.0,363.4021441 +2010-06-08 01:30:00,0,12.0,1.0,356.2317273 +2010-06-08 02:30:00,0,11.7,1.0,351.321301 +2010-06-08 03:30:00,14,11.3,1.0,349.4930973000001 +2010-06-08 04:30:00,135,13.1,1.0,345.3038468000001 +2010-06-08 05:30:00,293,14.3,1.0,367.9542793 +2010-06-08 06:30:00,454,15.8,2.0,391.3350746 +2010-06-08 07:30:00,599,17.0,3.0,424.09115539999993 +2010-06-08 08:30:00,718,17.8,3.0,448.6295067 +2010-06-08 09:30:00,796,18.7,2.0,460.6781955 +2010-06-08 10:30:00,839,19.2,2.0,464.9133808 +2010-06-08 11:30:00,837,20.0,2.0,449.4149912 +2010-06-08 12:30:00,773,20.8,2.0,439.2312538 +2010-06-08 13:30:00,654,21.8,3.0,432.3869739 +2010-06-08 14:30:00,541,21.8,2.0,427.4765475 +2010-06-08 15:30:00,405,22.1,1.0,417.6786622 +2010-06-08 16:30:00,270,21.7,2.0,417.5821992 +2010-06-08 17:30:00,120,21.6,2.0,411.8449471 +2010-06-08 18:30:00,9,20.9,1.0,403.7053067 +2010-06-08 19:30:00,0,18.8,0.0,385.3405878 +2010-06-08 20:30:00,0,18.3,1.0,373.1586882 +2010-06-08 21:30:00,0,16.8,1.0,371.3167041 +2010-06-08 22:30:00,0,16.5,1.0,352.4558897 +2010-06-08 23:30:00,0,15.6,1.0,347.1412374 +2010-06-09 00:30:00,0,15.3,1.0,332.9382081 +2010-06-09 01:30:00,0,15.8,0.0,323.6685726 +2010-06-09 02:30:00,0,15.9,1.0,317.7108336 +2010-06-09 03:30:00,15,15.4,0.0,317.329575 +2010-06-09 04:30:00,135,16.8,0.0,319.4150134 +2010-06-09 05:30:00,293,18.9,0.0,326.9850626 +2010-06-09 06:30:00,454,19.7,1.0,340.967605 +2010-06-09 07:30:00,599,20.8,1.0,363.3286485 +2010-06-09 08:30:00,718,21.9,2.0,385.4416443 +2010-06-09 09:30:00,803,22.4,3.0,402.2353943 +2010-06-09 10:30:00,845,23.3,3.0,416.2271236 +2010-06-09 11:30:00,844,24.1,2.0,415.7356216 +2010-06-09 12:30:00,797,25.0,3.0,404.4494499 +2010-06-09 13:30:00,705,25.3,4.0,405.2487148 +2010-06-09 14:30:00,569,25.8,2.0,405.9561102 +2010-06-09 15:30:00,369,25.5,2.0,400.6552384 +2010-06-09 16:30:00,271,25.3,2.0,394.5137603 +2010-06-09 17:30:00,119,25.7,1.0,405.8872081 +2010-06-09 18:30:00,7,24.4,1.0,408.3906528 +2010-06-09 19:30:00,0,22.3,1.0,401.3488533 +2010-06-09 20:30:00,0,21.3,1.0,394.5275407 +2010-06-09 21:30:00,0,21.3,2.0,395.6437555 +2010-06-09 22:30:00,0,20.6,1.0,371.624467 +2010-06-09 23:30:00,0,21.3,1.0,351.4866661000001 +2010-06-10 00:30:00,0,20.2,0.0,338.4182255 +2010-06-10 01:30:00,0,19.5,1.0,333.5767013 +2010-06-10 02:30:00,0,19.0,1.0,333.4297101 +2010-06-10 03:30:00,11,18.9,1.0,341.66581339999993 +2010-06-10 04:30:00,124,19.8,1.0,368.0828967 +2010-06-10 05:30:00,283,20.3,1.0,432.465063 +2010-06-10 06:30:00,380,21.6,2.0,475.2762638 +2010-06-10 07:30:00,428,21.6,3.0,499.68140430000005 +2010-06-10 08:30:00,513,22.7,2.0,501.1467233 +2010-06-10 09:30:00,740,24.0,2.0,493.8155348 +2010-06-10 10:30:00,603,24.6,4.0,503.1816334 +2010-06-10 11:30:00,602,25.5,4.0,496.22711 +2010-06-10 12:30:00,424,25.7,2.0,491.6795683 +2010-06-10 13:30:00,377,25.4,3.0,482.363998 +2010-06-10 14:30:00,312,26.1,1.0,477.3203608 +2010-06-10 15:30:00,233,22.0,2.0,470.34287 +2010-06-10 16:30:00,148,18.4,1.0,464.0452138 +2010-06-10 17:30:00,65,19.4,3.0,464.481594 +2010-06-10 18:30:00,5,18.3,3.0,456.1444342 +2010-06-10 19:30:00,0,18.0,1.0,441.160514 +2010-06-10 20:30:00,0,17.8,3.0,427.3295563 +2010-06-10 21:30:00,0,18.4,2.0,410.9538126 +2010-06-10 22:30:00,0,17.7,2.0,382.80039530000005 +2010-06-10 23:30:00,0,17.4,1.0,379.13020760000006 +2010-06-11 00:30:00,0,17.0,1.0,366.8748123 +2010-06-11 01:30:00,0,17.1,1.0,360.6368713 +2010-06-11 02:30:00,0,16.9,1.0,355.9423383 +2010-06-11 03:30:00,9,16.9,1.0,372.5247884 +2010-06-11 04:30:00,72,16.5,0.0,389.9662186000001 +2010-06-11 05:30:00,155,17.1,1.0,442.6074591 +2010-06-11 06:30:00,241,18.4,1.0,477.17336960000006 +2010-06-11 07:30:00,318,19.0,1.0,496.6680837 +2010-06-11 08:30:00,381,20.1,1.0,500.55875830000014 +2010-06-11 09:30:00,426,21.0,3.0,511.5371671 +2010-06-11 10:30:00,449,21.8,2.0,517.9220994 +2010-06-11 11:30:00,236,20.6,2.0,511.95517350000006 +2010-06-11 12:30:00,224,18.9,2.0,519.180712 +2010-06-11 13:30:00,199,18.1,1.0,512.4466754 +2010-06-11 14:30:00,165,18.3,1.0,505.395689 +2010-06-11 15:30:00,234,18.2,2.0,502.8003748 +2010-06-11 16:30:00,149,18.7,1.0,490.06266460000006 +2010-06-11 17:30:00,66,18.4,1.0,486.58999630000005 +2010-06-11 18:30:00,3,17.6,1.0,479.47470130000005 +2010-06-11 19:30:00,0,17.1,3.0,464.4770006 +2010-06-11 20:30:00,0,15.9,1.0,446.9896356 +2010-06-11 21:30:00,0,15.7,1.0,430.2923486 +2010-06-11 22:30:00,0,15.5,1.0,399.6171127 +2010-06-11 23:30:00,0,15.5,1.0,378.3539101 +2010-06-12 00:30:00,0,15.3,2.0,367.8578163 +2010-06-12 01:30:00,0,14.8,3.0,363.2551529 +2010-06-12 02:30:00,0,14.6,2.0,363.4756397 +2010-06-12 03:30:00,9,14.1,3.0,367.8532228 +2010-06-12 04:30:00,72,13.2,3.0,389.4701231 +2010-06-12 05:30:00,155,13.1,3.0,439.4241799 +2010-06-12 06:30:00,239,13.2,3.0,476.8564197 +2010-06-12 07:30:00,318,13.6,2.0,505.5334933 +2010-06-12 08:30:00,381,14.2,2.0,508.6019356000001 +2010-06-12 09:30:00,426,13.9,2.0,514.2473182 +2010-06-12 10:30:00,448,15.8,3.0,525.1476379 +2010-06-12 11:30:00,448,17.2,2.0,534.4448343 +2010-06-12 12:30:00,423,16.2,3.0,539.0566847 +2010-06-12 13:30:00,377,15.2,2.0,528.4181932 +2010-06-12 14:30:00,313,15.7,2.0,515.6161741999998 +2010-06-12 15:30:00,234,15.2,2.0,503.5399246 +2010-06-12 16:30:00,149,15.4,2.0,495.6207711 +2010-06-12 17:30:00,35,13.5,2.0,486.8334506 +2010-06-12 18:30:00,5,13.2,2.0,483.3424085 +2010-06-12 19:30:00,0,12.9,3.0,468.7581206 +2010-06-12 20:30:00,0,12.5,2.0,452.9244072 +2010-06-12 21:30:00,0,12.4,1.0,432.6809564 +2010-06-12 22:30:00,0,11.8,1.0,402.86010710000005 +2010-06-12 23:30:00,0,11.5,1.0,387.0080197 +2010-06-13 00:30:00,0,11.3,1.0,376.8426563 +2010-06-13 01:30:00,0,10.8,1.0,374.9593309 +2010-06-13 02:30:00,0,11.1,2.0,378.4044383 +2010-06-13 03:30:00,9,11.2,1.0,382.8738909 +2010-06-13 04:30:00,72,11.0,2.0,397.6832591 +2010-06-13 05:30:00,155,11.3,2.0,453.7374526 +2010-06-13 06:30:00,239,10.7,2.0,496.39706860000007 +2010-06-13 07:30:00,317,10.9,2.0,522.3869585 +2010-06-13 08:30:00,381,12.3,2.0,527.8118543 +2010-06-13 09:30:00,573,12.4,3.0,534.8169058999998 +2010-06-13 10:30:00,711,13.7,3.0,545.9468994 +2010-06-13 11:30:00,448,12.0,5.0,552.7773989 +2010-06-13 12:30:00,423,10.0,3.0,546.4016536 +2010-06-13 13:30:00,378,13.4,4.0,542.8922375 +2010-06-13 14:30:00,312,11.4,3.0,525.515116 +2010-06-13 15:30:00,234,11.6,2.0,515.5518655000002 +2010-06-13 16:30:00,201,10.9,2.0,513.4021186000001 +2010-06-13 17:30:00,90,10.4,2.0,507.6097447 +2010-06-13 18:30:00,6,10.2,2.0,497.5040965 +2010-06-13 19:30:00,0,9.2,2.0,479.70896860000005 +2010-06-13 20:30:00,0,9.3,0.0,463.9625312 +2010-06-13 21:30:00,0,9.2,2.0,436.63134620000005 +2010-06-13 22:30:00,0,9.2,1.0,411.1651126 +2010-06-13 23:30:00,0,9.3,1.0,389.9983729 +2010-06-14 00:30:00,0,9.4,2.0,378.6019578 +2010-06-14 01:30:00,0,9.5,2.0,368.606553 +2010-06-14 02:30:00,0,9.5,2.0,367.6373294 +2010-06-14 03:30:00,4,9.4,2.0,374.651568 +2010-06-14 04:30:00,71,9.5,3.0,388.5560213 +2010-06-14 05:30:00,155,10.1,2.0,437.9680478 +2010-06-14 06:30:00,239,10.1,1.0,478.353893 +2010-06-14 07:30:00,317,10.6,3.0,497.6097464 +2010-06-14 08:30:00,380,11.4,4.0,488.2620218 +2010-06-14 09:30:00,426,10.8,3.0,495.3130082 +2010-06-14 10:30:00,448,10.1,3.0,503.5996397 +2010-06-14 11:30:00,448,11.7,3.0,506.1352388 +2010-06-14 12:30:00,423,13.2,4.0,511.1007868 +2010-06-14 13:30:00,507,13.4,4.0,502.3364337 +2010-06-14 14:30:00,496,14.0,3.0,491.4039597 +2010-06-14 15:30:00,409,13.3,3.0,475.7034571 +2010-06-14 16:30:00,274,12.2,4.0,470.544983 +2010-06-14 17:30:00,126,12.3,4.0,464.8306983 +2010-06-14 18:30:00,11,11.2,4.0,458.5606029 +2010-06-14 19:30:00,0,9.7,3.0,438.3906476 +2010-06-14 20:30:00,0,8.7,3.0,419.1072334 +2010-06-14 21:30:00,0,8.2,3.0,412.0608405 +2010-06-14 22:30:00,0,7.9,3.0,391.6106832 +2010-06-14 23:30:00,0,7.8,3.0,388.6019561 +2010-06-15 00:30:00,0,7.5,3.0,372.9014535 +2010-06-15 01:30:00,0,8.1,2.0,366.3373756 +2010-06-15 02:30:00,0,8.5,2.0,358.24367 +2010-06-15 03:30:00,16,7.1,2.0,351.8908921000001 +2010-06-15 04:30:00,135,8.8,0.0,345.5518945 +2010-06-15 05:30:00,283,10.1,2.0,357.5133073 +2010-06-15 06:30:00,438,11.2,3.0,387.9175281 +2010-06-15 07:30:00,579,12.7,2.0,420.64604800000006 +2010-06-15 08:30:00,661,14.6,1.0,439.8284058 +2010-06-15 09:30:00,674,15.0,1.0,438.8775562 +2010-06-15 10:30:00,603,16.3,2.0,435.694277 +2010-06-15 11:30:00,603,17.0,2.0,430.3704377 +2010-06-15 12:30:00,672,17.6,2.0,412.5018142 +2010-06-15 13:30:00,508,18.3,2.0,395.262497 +2010-06-15 14:30:00,313,18.1,2.0,386.4935504 +2010-06-15 15:30:00,235,17.4,2.0,384.215186 +2010-06-15 16:30:00,150,17.2,3.0,393.3653912 +2010-06-15 17:30:00,91,16.8,1.0,396.4154596 +2010-06-15 18:30:00,9,15.2,2.0,391.5463745 +2010-06-15 19:30:00,0,14.4,1.0,374.8307136 +2010-06-15 20:30:00,0,14.1,1.0,362.6717814 +2010-06-15 21:30:00,0,14.1,2.0,361.0916254 +2010-06-15 22:30:00,0,14.1,2.0,339.5114729 +2010-06-15 23:30:00,0,13.5,1.0,341.3304896 +2010-06-16 00:30:00,0,13.8,2.0,332.55694960000005 +2010-06-16 01:30:00,0,13.5,2.0,321.4591104 +2010-06-16 02:30:00,0,13.2,2.0,320.04431960000005 +2010-06-16 03:30:00,16,13.1,2.0,321.2202496000001 +2010-06-16 04:30:00,134,13.9,1.0,321.4774843 +2010-06-16 05:30:00,155,13.9,1.0,329.6125311 +2010-06-16 06:30:00,321,15.4,2.0,344.6194188 +2010-06-16 07:30:00,426,15.9,2.0,361.0181298 +2010-06-16 08:30:00,602,17.2,3.0,380.2785767 +2010-06-16 09:30:00,673,18.6,3.0,396.7783442 +2010-06-16 10:30:00,710,19.4,3.0,415.0466002 +2010-06-16 11:30:00,709,19.9,3.0,416.8334625 +2010-06-16 12:30:00,424,19.9,3.0,411.4636885 +2010-06-16 13:30:00,378,20.0,4.0,400.1453625 +2010-06-16 14:30:00,313,19.9,4.0,389.2726037 +2010-06-16 15:30:00,317,20.5,3.0,389.5206514 +2010-06-16 16:30:00,80,19.2,3.0,392.1481199 +2010-06-16 17:30:00,36,17.7,4.0,400.0718669 +2010-06-16 18:30:00,4,16.7,4.0,399.9799973 +2010-06-16 19:30:00,0,13.3,4.0,389.1531733 +2010-06-16 20:30:00,0,12.7,4.0,381.5739371 +2010-06-16 21:30:00,0,12.2,4.0,384.5459164 +2010-06-16 22:30:00,0,11.5,3.0,365.5381107 +2010-06-16 23:30:00,0,10.7,4.0,349.5482191 +2010-06-17 00:30:00,0,10.2,3.0,339.9708206 +2010-06-17 01:30:00,0,9.0,4.0,338.9556623000001 +2010-06-17 02:30:00,0,8.0,3.0,339.3323274 +2010-06-17 03:30:00,8,7.7,2.0,345.7540075 +2010-06-17 04:30:00,113,7.6,2.0,371.8036126 +2010-06-17 05:30:00,155,8.3,2.0,432.3134783 +2010-06-17 06:30:00,126,8.9,3.0,470.2739679 +2010-06-17 07:30:00,167,8.9,3.0,493.7604131 +2010-06-17 08:30:00,380,9.9,2.0,497.6648681 +2010-06-17 09:30:00,572,10.9,3.0,516.1030827 +2010-06-17 10:30:00,602,11.9,3.0,530.2785511 +2010-06-17 11:30:00,448,12.5,3.0,525.5518638 +2010-06-17 12:30:00,424,13.0,3.0,525.0787358 +2010-06-17 13:30:00,508,14.1,3.0,519.277175 +2010-06-17 14:30:00,422,14.2,3.0,522.4926085 +2010-06-17 15:30:00,374,13.6,3.0,509.2588028 +2010-06-17 16:30:00,276,14.4,2.0,494.22435430000013 +2010-06-17 17:30:00,127,13.3,2.0,494.2289477 +2010-06-17 18:30:00,13,12.6,1.0,494.4540281 +2010-06-17 19:30:00,0,11.2,1.0,477.6051563 +2010-06-17 20:30:00,0,10.5,1.0,460.11319789999993 +2010-06-17 21:30:00,0,10.3,1.0,447.3387398 +2010-06-17 22:30:00,0,9.5,0.0,420.0351156 +2010-06-17 23:30:00,0,8.8,0.0,395.4324556 +2010-06-18 00:30:00,0,8.9,2.0,378.3814709 +2010-06-18 01:30:00,0,10.4,2.0,373.4388902 +2010-06-18 02:30:00,0,10.7,3.0,374.2151878 +2010-06-18 03:30:00,4,10.6,2.0,381.968976 +2010-06-18 04:30:00,37,11.0,2.0,399.6952018 +2010-06-18 05:30:00,289,11.9,4.0,451.71632289999985 +2010-06-18 06:30:00,321,13.0,5.0,490.1177863 +2010-06-18 07:30:00,167,12.9,4.0,498.5743765 +2010-06-18 08:30:00,380,13.6,4.0,505.05577180000006 +2010-06-18 09:30:00,794,17.2,5.0,520.9859481999998 +2010-06-18 10:30:00,602,18.7,7.0,533.6777237 +2010-06-18 11:30:00,448,17.9,8.0,525.9560898 +2010-06-18 12:30:00,424,19.5,6.0,521.9965129999998 +2010-06-18 13:30:00,509,17.8,2.0,514.7066659 +2010-06-18 14:30:00,314,18.6,5.0,510.7930239 +2010-06-18 15:30:00,318,16.8,4.0,504.09114169999987 +2010-06-18 16:30:00,240,16.5,4.0,505.896378 +2010-06-18 17:30:00,69,15.0,4.0,506.6451147 +2010-06-18 18:30:00,7,13.3,4.0,501.51420139999993 +2010-06-18 19:30:00,0,12.6,2.0,480.3796161 +2010-06-18 20:30:00,0,11.0,3.0,463.9257834 +2010-06-18 21:30:00,0,10.6,2.0,448.2666221 +2010-06-18 22:30:00,0,10.5,2.0,415.9928563 +2010-06-18 23:30:00,0,10.5,2.0,397.1963506 +2010-06-19 00:30:00,0,10.4,2.0,385.3405878 +2010-06-19 01:30:00,0,10.4,2.0,377.591393 +2010-06-19 02:30:00,0,10.2,2.0,375.7356285 +2010-06-19 03:30:00,4,10.0,2.0,382.9703539 +2010-06-19 04:30:00,37,10.1,2.0,397.9267133 +2010-06-19 05:30:00,81,10.0,4.0,451.3580317 +2010-06-19 06:30:00,126,10.1,3.0,494.0911434 +2010-06-19 07:30:00,316,10.7,2.0,512.6396014999998 +2010-06-19 08:30:00,380,10.8,3.0,525.1797922000002 +2010-06-19 09:30:00,425,12.2,3.0,537.2055137 +2010-06-19 10:30:00,602,12.9,3.0,553.2091857 +2010-06-19 11:30:00,447,13.1,3.0,545.4783647999999 +2010-06-19 12:30:00,424,12.9,2.0,544.5275152 +2010-06-19 13:30:00,509,13.6,2.0,538.9464413 +2010-06-19 14:30:00,166,11.8,2.0,528.6340866 +2010-06-19 15:30:00,236,10.8,1.0,521.2891177 +2010-06-19 16:30:00,152,10.7,1.0,512.8738688 +2010-06-19 17:30:00,36,10.8,2.0,505.1981696 +2010-06-19 18:30:00,4,10.7,2.0,501.3166819 +2010-06-19 19:30:00,0,10.5,2.0,477.5684085 +2010-06-19 20:30:00,0,10.3,3.0,462.7544469 +2010-06-19 21:30:00,0,10.3,3.0,454.4678153 +2010-06-19 22:30:00,0,10.2,3.0,422.6947385 +2010-06-19 23:30:00,0,10.0,2.0,391.2248312 +2010-06-20 00:30:00,0,9.6,2.0,376.5257064 +2010-06-20 01:30:00,0,9.6,3.0,370.9721934 +2010-06-20 02:30:00,0,8.9,3.0,369.8330112 +2010-06-20 03:30:00,7,8.4,2.0,378.3906579 +2010-06-20 04:30:00,71,8.2,4.0,394.4402647 +2010-06-20 05:30:00,153,7.8,2.0,448.8270262 +2010-06-20 06:30:00,238,8.8,3.0,494.5367107 +2010-06-20 07:30:00,316,8.9,3.0,519.0658751 +2010-06-20 08:30:00,380,9.1,2.0,536.456777 +2010-06-20 09:30:00,424,9.3,3.0,541.2753338 +2010-06-20 10:30:00,447,10.6,2.0,545.3497474999998 +2010-06-20 11:30:00,447,11.0,3.0,535.4278383000002 +2010-06-20 12:30:00,424,11.5,2.0,535.386497 +2010-06-20 13:30:00,378,9.8,5.0,533.6134151 +2010-06-20 14:30:00,498,11.3,3.0,534.7663777 +2010-06-20 15:30:00,412,11.3,2.0,523.7328472 +2010-06-20 16:30:00,265,11.6,2.0,512.2583429 +2010-06-20 17:30:00,126,11.3,2.0,503.4067137 +2010-06-20 18:30:00,14,9.8,1.8,492.0562334 +2010-06-20 19:30:00,0,8.9,1.6,474.256512 +2010-06-20 20:30:00,0,8.1,1.4,451.7209164 +2010-06-20 21:30:00,0,8.6,1.0,434.4402579 +2010-06-20 22:30:00,0,9.7,0.8,409.9294674 +2010-06-20 23:30:00,0,11.2,0.7,395.5932273 +2010-06-21 00:30:00,0,12.4,0.8,385.8183093 +2010-06-21 01:30:00,0,13.0,0.8,376.9391193 +2010-06-21 02:30:00,0,12.7,1.0,373.0071034 +2010-06-21 03:30:00,14,12.7,1.0,377.1182649 +2010-06-21 04:30:00,70,12.3,1.0,398.9878064 +2010-06-21 05:30:00,153,12.9,2.0,451.07782970000005 +2010-06-21 06:30:00,319,14.5,2.0,487.1274331 +2010-06-21 07:30:00,315,16.0,2.0,512.0700103999999 +2010-06-21 08:30:00,378,16.8,1.0,513.9808966 +2010-06-21 09:30:00,424,17.5,2.0,523.2137843 +2010-06-21 10:30:00,447,18.4,1.0,519.8972943 +2010-06-21 11:30:00,447,18.6,1.0,527.2055154 +2010-06-21 12:30:00,224,18.0,1.0,518.1242124 +2010-06-21 13:30:00,200,18.0,1.0,501.4315188 +2010-06-21 14:30:00,314,18.5,1.0,497.0401553 +2010-06-21 15:30:00,375,19.0,2.0,485.2073599 +2010-06-21 16:30:00,265,18.5,2.0,479.7549033 +2010-06-21 17:30:00,130,19.0,1.0,475.6667093 +2010-06-21 18:30:00,14,18.0,1.0,465.1384612 +2010-06-21 19:30:00,0,16.6,1.0,450.9492123 +2010-06-21 20:30:00,0,16.2,1.0,433.0851823 +2010-06-21 21:30:00,0,16.0,2.0,419.1164203 +2010-06-21 22:30:00,0,15.6,2.0,394.0314453 +2010-06-21 23:30:00,0,15.2,1.0,364.1784416 +2010-06-22 00:30:00,0,14.6,2.0,349.9019167 +2010-06-22 01:30:00,0,14.5,1.0,340.0397227 +2010-06-22 02:30:00,0,14.6,0.0,340.2050879 +2010-06-22 03:30:00,7,14.6,0.0,344.1600711000001 +2010-06-22 04:30:00,70,14.7,0.0,347.6419263 +2010-06-22 05:30:00,205,15.3,1.0,366.3833104 +2010-06-22 06:30:00,375,17.1,2.0,393.4159194 +2010-06-22 07:30:00,588,18.5,4.0,431.5509612 +2010-06-22 08:30:00,692,19.1,4.0,453.7833873 +2010-06-22 09:30:00,775,20.3,4.0,467.9221079 +2010-06-22 10:30:00,837,21.5,4.0,468.43198380000007 +2010-06-22 11:30:00,602,21.0,3.0,459.8789306 +2010-06-22 12:30:00,570,21.9,4.0,439.4379603 +2010-06-22 13:30:00,378,21.5,3.0,427.7108148 +2010-06-22 14:30:00,314,21.3,3.0,411.8862884 +2010-06-22 15:30:00,433,22.7,3.0,406.397084 +2010-06-22 16:30:00,279,23.2,3.0,407.1963489 +2010-06-22 17:30:00,130,22.2,3.0,406.66809910000006 +2010-06-22 18:30:00,14,21.4,2.0,397.2698462 +2010-06-22 19:30:00,0,20.5,1.0,372.7866166 +2010-06-22 20:30:00,0,19.8,2.0,363.0943812 +2010-06-22 21:30:00,0,18.3,2.0,358.5835873000001 +2010-06-22 22:30:00,0,17.5,2.0,334.4494619 +2010-06-22 23:30:00,0,16.6,3.0,352.02410289999995 +2010-06-23 00:30:00,0,15.7,3.0,340.3566726 +2010-06-23 01:30:00,0,15.7,2.0,329.9111071000001 +2010-06-23 02:30:00,0,15.4,1.0,329.7962702 +2010-06-23 03:30:00,7,15.5,1.0,330.1270005 +2010-06-23 04:30:00,70,15.7,2.0,325.533524 +2010-06-23 05:30:00,80,12.3,5.0,330.1637483 +2010-06-23 06:30:00,125,11.8,4.0,343.9212104 +2010-06-23 07:30:00,166,11.9,3.0,371.2202411 +2010-06-23 08:30:00,200,12.4,3.0,389.3093515 +2010-06-23 09:30:00,424,14.9,2.0,270.0 +2010-06-23 10:30:00,601,15.6,3.0,426.3741132 +2010-06-23 11:30:00,709,16.4,3.0,420.6873893 +2010-06-23 12:30:00,737,17.3,2.0,411.8127927 +2010-06-23 13:30:00,692,18.1,2.0,407.2882184 +2010-06-23 14:30:00,575,18.5,3.0,398.6938239 +2010-06-23 15:30:00,433,17.7,2.0,388.4641518 +2010-06-23 16:30:00,279,18.2,2.0,396.66350730000005 +2010-06-23 17:30:00,70,17.6,3.0,406.5165144 +2010-06-23 18:30:00,7,16.6,2.0,405.3359909 +2010-06-23 19:30:00,0,15.5,2.0,399.8100387 +2010-06-23 20:30:00,0,14.0,1.0,390.4347532 +2010-06-23 21:30:00,0,13.7,2.0,394.9317667 +2010-06-23 22:30:00,0,13.7,2.0,372.414545 +2010-06-23 23:30:00,0,13.5,3.0,353.374585 +2010-06-24 00:30:00,0,12.9,3.0,341.4958548 +2010-06-24 01:30:00,0,12.1,3.0,338.6065581000001 +2010-06-24 02:30:00,0,11.9,1.0,339.0934666 +2010-06-24 03:30:00,13,11.2,2.0,349.9111037 +2010-06-24 04:30:00,126,12.0,1.0,373.6685641 +2010-06-24 05:30:00,277,14.0,2.0,436.8426461 +2010-06-24 06:30:00,432,14.6,3.0,477.1917435 +2010-06-24 07:30:00,587,14.9,2.0,501.6611927 +2010-06-24 08:30:00,690,15.6,3.0,511.9138322 +2010-06-24 09:30:00,773,16.1,4.0,524.7204446000002 +2010-06-24 10:30:00,836,17.0,4.0,531.3947659 +2010-06-24 11:30:00,817,17.4,4.0,528.9694103 +2010-06-24 12:30:00,737,17.2,3.0,522.6579737 +2010-06-24 13:30:00,658,18.9,3.0,514.2656921 +2010-06-24 14:30:00,576,18.6,3.0,509.8421743 +2010-06-24 15:30:00,434,18.0,3.0,501.3166819 +2010-06-24 16:30:00,285,18.0,3.0,491.9322095 +2010-06-24 17:30:00,131,16.5,3.0,491.0778229 +2010-06-24 18:30:00,14,15.7,2.0,484.2702907 +2010-06-24 19:30:00,0,14.0,2.0,466.4108542 +2010-06-24 20:30:00,0,13.2,2.0,450.0764518 +2010-06-24 21:30:00,0,12.2,1.0,429.49308370000006 +2010-06-24 22:30:00,0,12.2,2.0,403.9120132 +2010-06-24 23:30:00,0,11.5,1.0,378.3952513 +2010-06-25 00:30:00,0,11.7,2.0,366.6221711 +2010-06-25 01:30:00,0,11.3,2.0,364.3575872 +2010-06-25 02:30:00,0,10.7,2.0,364.4402698 +2010-06-25 03:30:00,13,10.4,2.0,371.2615824 +2010-06-25 04:30:00,129,12.0,1.0,389.7732926000001 +2010-06-25 05:30:00,285,13.9,1.0,438.8362149 +2010-06-25 06:30:00,444,14.4,1.0,476.5578437 +2010-06-25 07:30:00,590,14.4,2.0,501.8495252 +2010-06-25 08:30:00,711,15.4,1.0,510.00753939999987 +2010-06-25 09:30:00,791,16.3,1.0,519.8835138999998 +2010-06-25 10:30:00,836,17.1,2.0,529.323108 +2010-06-25 11:30:00,842,17.7,2.0,527.9266911999998 +2010-06-25 12:30:00,799,18.6,1.0,526.691046 +2010-06-25 13:30:00,714,18.9,1.0,514.293253 +2010-06-25 14:30:00,589,20.1,2.0,503.0162682 +2010-06-25 15:30:00,444,19.9,1.0,491.58310530000006 +2010-06-25 16:30:00,288,19.0,2.0,488.3401109 +2010-06-25 17:30:00,132,18.0,2.0,485.7356097 +2010-06-25 18:30:00,14,16.9,2.0,483.9717147 +2010-06-25 19:30:00,0,15.0,2.0,468.693812 +2010-06-25 20:30:00,0,13.8,2.0,449.2634065 +2010-06-25 21:30:00,0,14.0,2.0,432.1527066 +2010-06-25 22:30:00,0,14.0,2.0,402.6304333 +2010-06-25 23:30:00,0,14.1,1.0,381.7714566 +2010-06-26 00:30:00,0,13.9,2.0,368.6387073 +2010-06-26 01:30:00,0,13.6,1.0,364.8766501 +2010-06-26 02:30:00,0,13.0,2.0,370.0902459 +2010-06-26 03:30:00,13,13.1,2.0,377.0631432 +2010-06-26 04:30:00,128,14.5,1.0,391.4361311 +2010-06-26 05:30:00,282,15.3,1.0,445.03281460000005 +2010-06-26 06:30:00,373,16.6,1.0,482.9289956 +2010-06-26 07:30:00,496,17.6,2.0,503.3883398 +2010-06-26 08:30:00,705,19.2,2.0,513.2413468999998 +2010-06-26 09:30:00,797,19.6,3.0,534.4907691000002 +2010-06-26 10:30:00,836,20.4,3.0,548.4227832 +2010-06-26 11:30:00,836,21.3,3.0,544.0314197 +2010-06-26 12:30:00,792,21.7,2.0,539.5389997000002 +2010-06-26 13:30:00,692,21.9,2.0,527.9772194 +2010-06-26 14:30:00,589,22.1,4.0,517.8761646 +2010-06-26 15:30:00,434,21.7,1.0,504.0498004 +2010-06-26 16:30:00,279,21.6,1.0,496.1352405 +2010-06-26 17:30:00,132,21.7,2.0,492.0929812 +2010-06-26 18:30:00,14,19.7,2.0,484.5688667 +2010-06-26 19:30:00,0,17.9,3.0,464.5459027 +2010-06-26 20:30:00,0,17.4,3.0,448.0277613 +2010-06-26 21:30:00,0,16.7,2.0,429.0383295 +2010-06-26 22:30:00,0,16.0,2.0,404.2748978 +2010-06-26 23:30:00,0,15.0,2.0,383.4388885 +2010-06-27 00:30:00,0,14.1,1.0,373.8063683 +2010-06-27 01:30:00,0,13.3,2.0,367.7154185 +2010-06-27 02:30:00,0,12.8,2.0,371.142152 +2010-06-27 03:30:00,13,12.0,2.0,376.5348934 +2010-06-27 04:30:00,127,12.8,3.0,392.3502329 +2010-06-27 05:30:00,261,12.4,3.0,442.7544503 +2010-06-27 06:30:00,429,13.4,3.0,481.380994 +2010-06-27 07:30:00,421,14.6,3.0,503.67313539999986 +2010-06-27 08:30:00,377,13.6,3.0,508.05990539999993 +2010-06-27 09:30:00,422,14.5,4.0,528.3722584 +2010-06-27 10:30:00,601,15.2,3.0,533.7052846 +2010-06-27 11:30:00,447,16.5,1.0,527.2836045 +2010-06-27 12:30:00,424,16.3,3.0,519.5481901 +2010-06-27 13:30:00,659,16.1,3.0,511.7668409 +2010-06-27 14:30:00,424,16.0,3.0,509.59872 +2010-06-27 15:30:00,238,16.4,2.0,499.1853088 +2010-06-27 16:30:00,243,16.1,2.0,495.0925213 +2010-06-27 17:30:00,111,14.8,4.0,491.2799358 +2010-06-27 18:30:00,14,13.6,3.0,485.7034554 +2010-06-27 19:30:00,0,12.5,3.0,469.9202702 +2010-06-27 20:30:00,0,11.4,3.0,444.1278998 +2010-06-27 21:30:00,0,10.3,4.0,428.6662579 +2010-06-27 22:30:00,0,9.0,3.0,400.2004842 +2010-06-27 23:30:00,0,8.0,3.0,382.0470651 +2010-06-28 00:30:00,0,7.1,1.0,370.6644304 +2010-06-28 01:30:00,0,6.5,2.0,365.5105498 +2010-06-28 02:30:00,0,6.6,1.0,372.6258449 +2010-06-28 03:30:00,12,6.2,1.0,379.2266706 +2010-06-28 04:30:00,67,6.5,2.0,392.8922631 +2010-06-28 05:30:00,201,7.7,2.0,439.0429213000001 +2010-06-28 06:30:00,316,9.6,4.0,481.3120919 +2010-06-28 07:30:00,420,10.3,4.0,503.5674854 +2010-06-28 08:30:00,507,11.8,4.0,510.9354217 +2010-06-28 09:30:00,568,12.1,5.0,521.9230173999998 +2010-06-28 10:30:00,776,13.0,5.0,530.9446052000002 +2010-06-28 11:30:00,707,11.8,3.0,532.8646784 +2010-06-28 12:30:00,424,13.2,6.0,523.8017493 +2010-06-28 13:30:00,510,12.5,4.0,511.0364782 +2010-06-28 14:30:00,315,12.5,3.0,490.06266460000006 +2010-06-28 15:30:00,238,11.7,3.0,480.8803051 +2010-06-28 16:30:00,153,10.6,3.0,479.4930752 +2010-06-28 17:30:00,122,10.1,2.0,475.4508159 +2010-06-28 18:30:00,7,9.9,3.0,465.50134580000014 +2010-06-28 19:30:00,0,8.4,3.0,448.2895895 +2010-06-28 20:30:00,0,8.2,3.0,430.3199095 +2010-06-28 21:30:00,0,8.1,3.0,418.2758141000001 +2010-06-28 22:30:00,0,8.2,2.0,392.8049871 +2010-06-28 23:30:00,0,8.2,3.0,372.7360883 +2010-06-29 00:30:00,0,7.9,2.0,360.1913041 +2010-06-29 01:30:00,0,7.7,3.0,350.8343925 +2010-06-29 02:30:00,0,7.4,4.0,347.4214394 +2010-06-29 03:30:00,6,7.3,3.0,347.82107189999994 +2010-06-29 04:30:00,66,7.1,3.0,348.4641586 +2010-06-29 05:30:00,150,7.5,3.0,363.9258004 +2010-06-29 06:30:00,370,9.4,3.4,392.8968566 +2010-06-29 07:30:00,494,10.2,3.0,425.44623089999993 +2010-06-29 08:30:00,199,8.8,2.0,446.8931726 +2010-06-29 09:30:00,568,10.7,2.0,456.1582147 +2010-06-29 10:30:00,776,12.2,4.0,454.4172871 +2010-06-29 11:30:00,707,13.0,3.0,449.44255210000006 +2010-06-29 12:30:00,569,13.3,4.0,438.8729627 +2010-06-29 13:30:00,509,13.6,3.0,425.2533049 +2010-06-29 14:30:00,315,13.4,3.0,413.8982311 +2010-06-29 15:30:00,238,13.2,3.0,413.4940051 +2010-06-29 16:30:00,206,13.3,2.0,414.6653416 +2010-06-29 17:30:00,122,13.3,1.0,415.3681435 +2010-06-29 18:30:00,7,12.5,1.0,409.75032180000005 +2010-06-29 19:30:00,0,11.5,1.0,388.8408169 +2010-06-29 20:30:00,0,11.0,1.0,377.2744431 +2010-06-29 21:30:00,0,10.9,1.0,378.8683794 +2010-06-29 22:30:00,0,10.5,1.0,363.7145005 +2010-06-29 23:30:00,0,10.0,1.0,341.9138611 +2010-06-30 00:30:00,0,10.0,2.0,332.7315017 +2010-06-30 01:30:00,0,9.2,1.0,323.5169878 +2010-06-30 02:30:00,0,8.6,0.0,323.5812965 +2010-06-30 03:30:00,5,8.5,0.0,320.8389911000001 +2010-06-30 04:30:00,89,8.7,1.0,317.8486379 +2010-06-30 05:30:00,236,10.4,2.0,318.4320094 +2010-06-30 06:30:00,314,11.7,2.0,327.7751405 +2010-06-30 07:30:00,493,12.7,3.0,354.4494585 +2010-06-30 08:30:00,595,14.0,3.0,377.1641997 +2010-06-30 09:30:00,668,14.2,3.0,396.6864747 +2010-06-30 10:30:00,815,16.0,4.0,411.178893 +2010-06-30 11:30:00,816,17.8,4.0,407.1274467 +2010-06-30 12:30:00,736,18.0,4.0,400.9400339 +2010-06-30 13:30:00,378,18.3,5.0,392.4053546 +2010-06-30 14:30:00,315,18.1,3.0,387.3111892 +2010-06-30 15:30:00,238,18.1,3.0,386.5211112 +2010-06-30 16:30:00,153,17.4,2.0,387.7797238 +2010-06-30 17:30:00,70,16.5,2.0,398.771913 +2010-06-30 18:30:00,7,15.4,1.6,401.5877141 +2010-06-30 19:30:00,0,14.5,1.4,391.1926768 +2010-06-30 20:30:00,0,13.8,1.3,379.8973182 +2010-06-30 21:30:00,0,13.3,1.2,382.1113738 +2010-06-30 22:30:00,0,13.0,1.1,363.4894202 +2010-06-30 23:30:00,0,12.8,1.2,349.0153758 +2010-07-01 00:30:00,0,12.6,1.3,338.0920887000001 +2010-07-01 01:30:00,0,12.4,1.3,332.6717865 +2010-07-01 02:30:00,0,12.1,1.3,334.7066966 +2010-07-01 03:30:00,3,12.2,1.2,343.2505628 +2010-07-01 04:30:00,65,11.7,1.0,364.5551067 +2010-07-01 05:30:00,78,12.2,1.0,421.7852302 +2010-07-01 06:30:00,123,12.4,2.0,466.341952 +2010-07-01 07:30:00,164,12.1,2.0,492.46964620000006 +2010-07-01 08:30:00,198,12.8,2.0,502.0057034 +2010-07-01 09:30:00,223,13.0,2.0,513.1724446999998 +2010-07-01 10:30:00,235,13.3,1.0,527.8440086 +2010-07-01 11:30:00,236,12.8,2.0,529.3414819 +2010-07-01 12:30:00,224,12.6,3.0,521.7852131 +2010-07-01 13:30:00,378,13.2,3.0,514.8490636 +2010-07-01 14:30:00,166,14.1,2.0,507.6097447 +2010-07-01 15:30:00,413,15.4,2.0,495.3267886 +2010-07-01 16:30:00,279,15.8,2.0,488.216087 +2010-07-01 17:30:00,127,16.1,2.0,482.9841173 +2010-07-01 18:30:00,13,15.6,0.0,472.70851039999985 +2010-07-01 19:30:00,0,13.9,1.0,454.9547238 +2010-07-01 20:30:00,0,13.7,1.0,439.2955625 +2010-07-01 21:30:00,0,13.6,1.0,421.8265715 +2010-07-01 22:30:00,0,13.1,1.0,395.7356251 +2010-07-01 23:30:00,0,13.1,2.0,375.0512005 +2010-07-02 00:30:00,0,13.0,1.0,365.7218497 +2010-07-02 01:30:00,0,12.9,1.0,359.92488239999994 +2010-07-02 02:30:00,0,12.4,1.0,361.1283733 +2010-07-02 03:30:00,9,12.1,0.0,369.6584591 +2010-07-02 04:30:00,65,12.8,0.0,382.8968583 +2010-07-02 05:30:00,78,13.4,1.0,432.079211 +2010-07-02 06:30:00,233,14.6,1.0,471.76225430000005 +2010-07-02 07:30:00,310,14.8,2.0,497.0585292 +2010-07-02 08:30:00,375,14.8,2.0,503.7512245 +2010-07-02 09:30:00,421,15.6,2.0,515.8596285 +2010-07-02 10:30:00,446,15.3,2.0,524.1186991999998 +2010-07-02 11:30:00,446,15.9,2.0,525.6621073 +2010-07-02 12:30:00,224,15.8,1.0,523.365369 +2010-07-02 13:30:00,200,16.4,1.0,513.0484209 +2010-07-02 14:30:00,166,16.8,2.0,499.65384339999986 +2010-07-02 15:30:00,125,17.0,2.0,486.2868269 +2010-07-02 16:30:00,81,16.8,2.0,484.5091515 +2010-07-02 17:30:00,37,16.1,1.0,477.5270672 +2010-07-02 18:30:00,4,15.6,1.0,468.03235139999987 +2010-07-02 19:30:00,0,15.6,1.0,459.0337309 +2010-07-02 20:30:00,0,15.5,1.0,443.7420477 +2010-07-02 21:30:00,0,15.6,1.0,428.1977233 +2010-07-02 22:30:00,0,15.6,1.0,395.1109123 +2010-07-02 23:30:00,0,15.5,1.0,377.7062299 +2010-07-03 00:30:00,0,15.5,1.0,366.6772928 +2010-07-03 01:30:00,0,15.4,1.0,363.5445419 +2010-07-03 02:30:00,0,15.2,1.0,366.1857909 +2010-07-03 03:30:00,3,15.3,1.0,372.0975951 +2010-07-03 04:30:00,64,15.5,0.0,392.726898 +2010-07-03 05:30:00,146,15.7,1.0,443.4985935 +2010-07-03 06:30:00,231,16.6,1.0,481.52339180000007 +2010-07-03 07:30:00,417,17.4,1.0,513.2091925 +2010-07-03 08:30:00,650,19.1,1.0,523.2734995 +2010-07-03 09:30:00,769,20.3,1.0,534.4356474 +2010-07-03 10:30:00,705,20.7,1.0,544.4632065000002 +2010-07-03 11:30:00,706,21.4,1.0,539.6492432 +2010-07-03 12:30:00,570,21.3,1.0,531.9505766 +2010-07-03 13:30:00,509,22.4,2.0,522.5523237 +2010-07-03 14:30:00,314,21.7,1.0,510.976763 +2010-07-03 15:30:00,238,22.2,1.0,504.0038657 +2010-07-03 16:30:00,152,21.8,1.0,499.3460805 +2010-07-03 17:30:00,70,21.4,2.0,495.1384561 +2010-07-03 18:30:00,7,20.4,2.0,487.21930260000005 +2010-07-03 19:30:00,0,19.4,1.0,468.5560077 +2010-07-03 20:30:00,0,18.9,2.0,451.9092489 +2010-07-03 21:30:00,0,18.1,2.0,435.5197248 +2010-07-03 22:30:00,0,17.5,2.0,403.5766894 +2010-07-03 23:30:00,0,16.8,2.0,379.74114 +2010-07-04 00:30:00,0,16.6,3.0,369.9616285 +2010-07-04 01:30:00,0,16.6,3.0,363.236779 +2010-07-04 02:30:00,0,16.8,3.0,365.6621345 +2010-07-04 03:30:00,7,16.5,4.0,370.4255697 +2010-07-04 04:30:00,63,17.6,4.0,385.7172529 +2010-07-04 05:30:00,232,18.4,4.0,437.0080112 +2010-07-04 06:30:00,231,19.5,5.0,481.3120919 +2010-07-04 07:30:00,490,20.5,6.0,506.0617431 +2010-07-04 08:30:00,375,21.8,6.0,509.9478242 +2010-07-04 09:30:00,420,22.9,7.0,521.1559068 +2010-07-04 10:30:00,445,23.1,6.0,531.7943984 +2010-07-04 11:30:00,235,22.0,6.0,527.3203523 +2010-07-04 12:30:00,423,20.4,3.0,523.6915058999998 +2010-07-04 13:30:00,200,21.1,2.0,517.030965 +2010-07-04 14:30:00,166,21.2,4.0,509.7227439 +2010-07-04 15:30:00,125,14.5,5.0,499.9064847 +2010-07-04 16:30:00,80,13.0,4.0,493.5812675 +2010-07-04 17:30:00,70,13.0,3.0,486.16280300000005 +2010-07-04 18:30:00,11,12.6,2.0,477.4351977 +2010-07-04 19:30:00,0,11.4,2.0,459.9570197 +2010-07-04 20:30:00,0,11.2,3.0,444.0957454 +2010-07-04 21:30:00,0,11.1,2.0,427.9818299 +2010-07-04 22:30:00,0,10.7,2.0,400.1912972 +2010-07-04 23:30:00,0,10.3,1.0,375.7815632 +2010-07-05 00:30:00,0,10.2,2.0,361.25699060000005 +2010-07-05 01:30:00,0,9.4,2.0,356.8150988 +2010-07-05 02:30:00,0,9.0,2.0,358.2023287 +2010-07-05 03:30:00,8,8.2,1.0,365.3038434 +2010-07-05 04:30:00,115,8.0,1.0,383.048443 +2010-07-05 05:30:00,266,9.3,2.0,430.30153560000014 +2010-07-05 06:30:00,421,10.1,2.0,471.0410785 +2010-07-05 07:30:00,537,11.0,3.0,494.8123192 +2010-07-05 08:30:00,649,12.6,3.0,501.1191624 +2010-07-05 09:30:00,729,12.5,2.0,511.0043238 +2010-07-05 10:30:00,772,13.4,2.0,520.9537938999998 +2010-07-05 11:30:00,774,13.9,2.0,519.2404272 +2010-07-05 12:30:00,569,15.0,2.0,508.7627073 +2010-07-05 13:30:00,598,14.8,2.0,493.990087 +2010-07-05 14:30:00,498,14.9,2.0,484.39431460000014 +2010-07-05 15:30:00,412,15.4,2.0,475.519718 +2010-07-05 16:30:00,264,15.7,2.0,470.9905502 +2010-07-05 17:30:00,126,14.7,1.0,464.5045614 +2010-07-05 18:30:00,9,12.8,1.0,456.67727750000006 +2010-07-05 19:30:00,0,12.4,1.0,436.89776780000005 +2010-07-05 20:30:00,0,11.5,0.0,422.56612120000005 +2010-07-05 21:30:00,0,10.8,0.0,411.8725079 +2010-07-05 22:30:00,0,9.6,1.0,389.9524382 +2010-07-05 23:30:00,0,9.1,1.0,373.0943795 +2010-07-06 00:30:00,0,9.0,1.0,362.4237336 +2010-07-06 01:30:00,0,8.9,1.0,352.2262158000001 +2010-07-06 02:30:00,0,9.1,2.0,352.0378833000001 +2010-07-06 03:30:00,5,9.3,2.0,349.7687059 +2010-07-06 04:30:00,62,10.0,3.0,348.5284673 +2010-07-06 05:30:00,144,11.1,4.0,362.3777989 +2010-07-06 06:30:00,230,11.7,4.0,389.3966275 +2010-07-06 07:30:00,308,11.2,4.0,421.725515 +2010-07-06 08:30:00,373,10.6,4.0,441.6933572 +2010-07-06 09:30:00,419,11.8,4.0,457.2284947 +2010-07-06 10:30:00,235,12.3,4.0,466.3603259 +2010-07-06 11:30:00,235,11.9,2.0,457.2147143 +2010-07-06 12:30:00,223,12.0,2.0,440.87571839999987 +2010-07-06 13:30:00,377,14.4,2.0,434.2427384 +2010-07-06 14:30:00,314,12.4,1.0,426.3281784 +2010-07-06 15:30:00,237,13.0,1.0,417.6005731 +2010-07-06 16:30:00,204,14.1,2.0,420.5266176 +2010-07-06 17:30:00,69,14.0,1.0,416.0985063 +2010-07-06 18:30:00,6,12.4,1.0,410.01215 +2010-07-06 19:30:00,0,11.8,2.0,387.3065957 +2010-07-06 20:30:00,0,11.5,2.0,375.152257 +2010-07-06 21:30:00,0,11.3,2.0,373.9717335 +2010-07-06 22:30:00,0,11.3,3.0,357.7337941 +2010-07-06 23:30:00,0,11.1,2.0,340.3658596 +2010-07-07 00:30:00,0,10.7,2.0,326.8748192 +2010-07-07 01:30:00,0,10.5,2.0,318.68005710000006 +2010-07-07 02:30:00,0,10.2,2.0,315.6345821999999 +2010-07-07 03:30:00,3,10.0,1.0,315.0512107 +2010-07-07 04:30:00,61,10.0,1.0,307.6740875 +2010-07-07 05:30:00,76,10.2,2.0,314.8123499 +2010-07-07 06:30:00,121,10.2,2.0,332.0700411 +2010-07-07 07:30:00,162,10.6,2.0,362.0195077 +2010-07-07 08:30:00,590,10.6,2.0,383.1908408000001 +2010-07-07 09:30:00,419,13.0,2.0,395.9101772 +2010-07-07 10:30:00,597,13.8,2.0,409.0658938 +2010-07-07 11:30:00,445,12.2,3.0,405.7861516 +2010-07-07 12:30:00,423,11.4,2.0,397.0309854 +2010-07-07 13:30:00,377,13.7,2.0,391.0089378 +2010-07-07 14:30:00,314,14.0,3.0,383.7053102 +2010-07-07 15:30:00,318,12.9,4.0,380.0029681 +2010-07-07 16:30:00,151,12.0,2.0,384.4218925 +2010-07-07 17:30:00,69,11.8,1.0,393.2781151 +2010-07-07 18:30:00,6,10.8,1.0,395.8366815 +2010-07-07 19:30:00,0,10.6,1.0,383.4021407 +2010-07-07 20:30:00,0,10.4,0.0,379.6676443 +2010-07-07 21:30:00,0,10.2,1.0,379.924879 +2010-07-07 22:30:00,0,10.1,1.0,361.2064624 +2010-07-07 23:30:00,0,9.8,1.0,357.6924529 +2010-07-08 00:30:00,0,9.8,1.0,346.6589224 +2010-07-08 01:30:00,0,9.5,2.0,340.8389877 +2010-07-08 02:30:00,0,9.4,1.0,338.1472104 +2010-07-08 03:30:00,2,9.4,0.0,345.6253901 +2010-07-08 04:30:00,32,9.6,1.0,367.6878577 +2010-07-08 05:30:00,75,10.1,1.0,421.8541323 +2010-07-08 06:30:00,228,11.0,1.0,462.9795272 +2010-07-08 07:30:00,162,11.2,2.0,490.0029494 +2010-07-08 08:30:00,372,12.3,1.0,503.33781160000007 +2010-07-08 09:30:00,419,13.3,1.0,516.2638544 +2010-07-08 10:30:00,444,14.0,1.0,524.9776793000002 +2010-07-08 11:30:00,445,13.1,0.0,527.1917348999998 +2010-07-08 12:30:00,668,15.2,2.0,523.3929299 +2010-07-08 13:30:00,507,15.9,2.0,519.1164033 +2010-07-08 14:30:00,422,14.6,2.0,509.8146134 +2010-07-08 15:30:00,236,12.4,3.0,498.3355157 +2010-07-08 16:30:00,151,11.5,2.0,490.96298600000006 +2010-07-08 17:30:00,91,11.9,0.0,485.5380902 +2010-07-08 18:30:00,11,11.6,2.0,479.1715318 +2010-07-08 19:30:00,0,10.8,1.0,461.9735559 +2010-07-08 20:30:00,0,11.2,2.0,448.3768655 +2010-07-08 21:30:00,0,11.7,2.0,436.6129722 +2010-07-08 22:30:00,0,11.2,2.0,407.7200052 +2010-07-08 23:30:00,0,10.8,2.0,387.7108216 +2010-07-09 00:30:00,0,10.8,2.0,377.2422888 +2010-07-09 01:30:00,0,10.5,2.0,374.555105 +2010-07-09 02:30:00,0,10.5,1.0,372.2905211 +2010-07-09 03:30:00,5,10.3,2.0,371.7117431 +2010-07-09 04:30:00,111,11.5,2.0,387.7291956 +2010-07-09 05:30:00,268,13.6,1.0,431.9000654 +2010-07-09 06:30:00,429,15.0,1.0,470.4714874 +2010-07-09 07:30:00,559,16.0,2.0,495.3635364 +2010-07-09 08:30:00,587,16.5,2.0,500.9767647 +2010-07-09 09:30:00,562,16.6,2.0,516.9207215 +2010-07-09 10:30:00,443,17.0,1.0,530.3796076 +2010-07-09 11:30:00,597,17.5,1.0,531.2110269 +2010-07-09 12:30:00,567,18.2,2.0,525.4462139 +2010-07-09 13:30:00,507,17.9,2.0,513.7282554 +2010-07-09 14:30:00,496,18.4,2.0,506.9436906 +2010-07-09 15:30:00,410,19.7,1.0,496.2960121 +2010-07-09 16:30:00,261,18.9,2.0,493.2321633 +2010-07-09 17:30:00,117,18.2,2.0,490.0305102 +2010-07-09 18:30:00,9,17.2,2.0,481.293718 +2010-07-09 19:30:00,0,15.5,1.0,470.34287 +2010-07-09 20:30:00,0,14.4,2.0,454.0635894 +2010-07-09 21:30:00,0,14.0,2.0,438.8591822 +2010-07-09 22:30:00,0,13.5,3.0,410.9951539 +2010-07-09 23:30:00,0,13.1,2.0,381.1926785 +2010-07-10 00:30:00,0,12.7,2.0,371.7576778 +2010-07-10 01:30:00,0,12.3,2.0,365.0144544 +2010-07-10 02:30:00,0,12.2,2.0,363.1770638 +2010-07-10 03:30:00,5,12.6,3.0,367.9037511 +2010-07-10 04:30:00,59,13.1,2.0,382.9427931 +2010-07-10 05:30:00,190,14.4,2.0,433.236767 +2010-07-10 06:30:00,394,16.5,2.0,471.0778263 +2010-07-10 07:30:00,306,16.6,1.0,498.1196223 +2010-07-10 08:30:00,498,17.8,1.0,502.7314727 +2010-07-10 09:30:00,661,20.6,2.0,514.4126834 +2010-07-10 10:30:00,808,22.3,3.0,531.077816 +2010-07-10 11:30:00,703,22.6,2.0,526.9574676 +2010-07-10 12:30:00,667,22.2,3.0,516.9896236999998 +2010-07-10 13:30:00,703,23.6,4.0,509.414981 +2010-07-10 14:30:00,585,23.8,3.0,505.45540419999986 +2010-07-10 15:30:00,440,23.9,3.0,492.7268809 +2010-07-10 16:30:00,274,23.3,3.0,487.4995047000001 +2010-07-10 17:30:00,66,22.6,3.0,480.5725422 +2010-07-10 18:30:00,5,20.8,2.0,470.1453505 +2010-07-10 19:30:00,0,19.3,1.0,455.2532998 +2010-07-10 20:30:00,0,18.6,2.0,443.97631500000006 +2010-07-10 21:30:00,0,18.0,3.0,428.34471460000015 +2010-07-10 22:30:00,0,16.6,2.0,401.3580403 +2010-07-10 23:30:00,0,16.0,2.0,382.8279562 +2010-07-11 00:30:00,0,15.1,2.0,374.3162442 +2010-07-11 01:30:00,0,14.5,2.0,368.0920836 +2010-07-11 02:30:00,0,14.4,2.0,368.73976380000005 +2010-07-11 03:30:00,4,14.0,1.0,375.731035 +2010-07-11 04:30:00,108,15.3,2.0,389.7503252 +2010-07-11 05:30:00,264,16.6,3.0,441.2523835 +2010-07-11 06:30:00,425,18.0,2.0,478.8408015 +2010-07-11 07:30:00,573,19.6,2.0,501.08700810000005 +2010-07-11 08:30:00,692,21.0,2.0,509.3506723 +2010-07-11 09:30:00,725,21.3,3.0,516.3557239 +2010-07-11 10:30:00,594,21.5,2.0,529.7135535 +2010-07-11 11:30:00,702,22.0,2.0,523.2459386 +2010-07-11 12:30:00,731,23.2,3.0,512.9611447999998 +2010-07-11 13:30:00,596,22.9,3.0,503.4388681 +2010-07-11 14:30:00,543,22.9,3.0,493.6042349 +2010-07-11 15:30:00,408,22.8,4.0,486.52568770000005 +2010-07-11 16:30:00,260,22.7,3.0,483.8476909 +2010-07-11 17:30:00,121,20.8,2.0,479.85595980000005 +2010-07-11 18:30:00,10,19.8,2.0,473.54452310000005 +2010-07-11 19:30:00,0,18.7,2.0,461.5785169 +2010-07-11 20:30:00,0,18.1,2.0,444.7020843 +2010-07-11 21:30:00,0,18.1,3.0,429.4104011 +2010-07-11 22:30:00,0,17.7,2.0,400.9721882 +2010-07-11 23:30:00,0,17.8,3.0,380.5955266 +2010-07-12 00:30:00,0,17.8,3.0,368.4457813 +2010-07-12 01:30:00,0,17.0,3.0,363.9809222 +2010-07-12 02:30:00,0,17.5,3.0,367.6281425 +2010-07-12 03:30:00,4,17.7,3.0,371.5601583 +2010-07-12 04:30:00,107,18.3,3.0,386.2592831 +2010-07-12 05:30:00,262,19.9,2.0,430.4669007 +2010-07-12 06:30:00,424,20.5,3.0,465.76317400000005 +2010-07-12 07:30:00,572,22.0,2.0,487.7980807 +2010-07-12 08:30:00,690,22.7,2.0,497.0585292 +2010-07-12 09:30:00,760,23.2,4.0,508.8362029 +2010-07-12 10:30:00,699,23.2,3.0,518.0185624 +2010-07-12 11:30:00,701,24.3,2.0,514.6561376 +2010-07-12 12:30:00,666,24.4,2.0,507.2192992 +2010-07-12 13:30:00,595,23.9,2.0,488.3171435 +2010-07-12 14:30:00,542,24.2,2.0,480.5817291 +2010-07-12 15:30:00,407,24.2,2.0,475.2946377 +2010-07-12 16:30:00,272,23.9,3.0,473.0622081 +2010-07-12 17:30:00,104,23.0,3.0,466.57162580000005 +2010-07-12 18:30:00,8,21.8,2.0,457.8210532 +2010-07-12 19:30:00,0,20.6,1.0,440.0948274 +2010-07-12 20:30:00,0,19.1,1.0,427.8807735 +2010-07-12 21:30:00,0,18.7,2.0,410.2739781 +2010-07-12 22:30:00,0,18.7,2.0,385.8045289 +2010-07-12 23:30:00,0,18.3,3.0,369.16236360000005 +2010-07-13 00:30:00,0,18.8,3.0,361.1972754 +2010-07-13 01:30:00,0,19.7,2.0,352.8141808000001 +2010-07-13 02:30:00,0,19.4,2.0,350.2923622 +2010-07-13 03:30:00,3,18.8,2.0,352.7360917 +2010-07-13 04:30:00,105,19.5,1.0,350.2234601 +2010-07-13 05:30:00,260,21.2,2.0,366.5808298 +2010-07-13 06:30:00,422,23.0,1.0,390.4577206 +2010-07-13 07:30:00,570,23.5,1.0,418.9189008 +2010-07-13 08:30:00,672,22.9,2.0,439.4747081 +2010-07-13 09:30:00,658,23.9,1.0,454.5642783 +2010-07-13 10:30:00,698,23.5,2.0,460.49445650000007 +2010-07-13 11:30:00,442,25.8,1.0,448.5284502 +2010-07-13 12:30:00,419,25.7,1.0,433.5537169 +2010-07-13 13:30:00,504,24.8,2.0,420.9951522 +2010-07-13 14:30:00,493,25.4,1.0,413.9441658 +2010-07-13 15:30:00,405,24.2,1.0,414.4264809 +2010-07-13 16:30:00,271,24.8,2.0,411.1651126 +2010-07-13 17:30:00,121,24.3,2.0,407.6143552 +2010-07-13 18:30:00,8,23.0,1.0,400.2601994 +2010-07-13 19:30:00,0,20.5,1.0,389.2312624 +2010-07-13 20:30:00,0,19.6,2.0,380.4852831 +2010-07-13 21:30:00,0,19.4,3.0,368.8913485 +2010-07-13 22:30:00,0,19.5,3.0,352.40995489999995 +2010-07-13 23:30:00,0,19.2,3.0,345.7034792 +2010-07-14 00:30:00,0,18.5,2.0,330.1270005 +2010-07-14 01:30:00,0,18.7,1.0,320.7011868 +2010-07-14 02:30:00,0,18.5,2.0,318.1288399 +2010-07-14 03:30:00,1,18.7,1.0,313.74206989999993 +2010-07-14 04:30:00,73,18.4,1.0,309.9386714 +2010-07-14 05:30:00,184,19.3,0.0,312.7131312 +2010-07-14 06:30:00,299,20.6,0.0,325.93775 +2010-07-14 07:30:00,525,21.5,1.0,352.8141808000001 +2010-07-14 08:30:00,639,21.7,1.0,371.0502825 +2010-07-14 09:30:00,657,23.0,1.0,387.260661 +2010-07-14 10:30:00,765,24.0,1.0,400.9584078 +2010-07-14 11:30:00,806,24.7,2.0,400.3107276 +2010-07-14 12:30:00,766,24.8,1.0,393.5996585 +2010-07-14 13:30:00,684,25.1,2.0,388.6432974 +2010-07-14 14:30:00,581,25.1,2.0,382.1894629 +2010-07-14 15:30:00,438,24.3,2.0,379.1623619 +2010-07-14 16:30:00,278,24.5,1.0,383.1403126 +2010-07-14 17:30:00,120,23.5,1.0,392.8922631 +2010-07-14 18:30:00,8,22.3,1.0,392.0746243 +2010-07-14 19:30:00,0,21.4,1.0,387.5546434 +2010-07-14 20:30:00,0,20.2,0.0,382.3410476 +2010-07-14 21:30:00,0,20.7,1.0,383.0668169 +2010-07-14 22:30:00,0,20.7,1.0,362.1710924 +2010-07-14 23:30:00,0,20.1,1.0,348.3860695 +2010-07-15 00:30:00,0,19.6,1.0,340.7884594 +2010-07-15 01:30:00,0,18.4,1.0,334.3713728 +2010-07-15 02:30:00,0,18.5,1.0,334.1600729 +2010-07-15 03:30:00,3,18.8,1.0,341.2891483 +2010-07-15 04:30:00,93,19.1,1.0,358.4044417 +2010-07-15 05:30:00,248,19.9,1.0,407.958866 +2010-07-15 06:30:00,406,21.7,1.0,450.8986841 +2010-07-15 07:30:00,563,23.0,2.0,474.4448445 +2010-07-15 08:30:00,686,24.4,3.0,483.03005210000015 +2010-07-15 09:30:00,656,25.4,4.0,497.3571052 +2010-07-15 10:30:00,439,22.2,2.0,510.77465 +2010-07-15 11:30:00,441,23.2,1.0,518.7856730000002 +2010-07-15 12:30:00,418,23.8,3.0,517.2422649 +2010-07-15 13:30:00,374,23.1,1.0,509.9248569 +2010-07-15 14:30:00,310,23.7,2.0,501.7438752000001 +2010-07-15 15:30:00,312,23.1,3.0,487.8991371 +2010-07-15 16:30:00,268,23.6,1.0,270.0 +2010-07-15 17:30:00,100,22.8,1.0,478.7121842 +2010-07-15 18:30:00,5,21.7,1.0,474.2381381 +2010-07-15 19:30:00,0,20.4,1.0,455.6850866 +2010-07-15 20:30:00,0,19.8,1.0,440.3979969 +2010-07-15 21:30:00,0,18.9,1.0,427.1274433 +2010-07-15 22:30:00,0,17.7,1.0,394.9087993 +2010-07-15 23:30:00,0,16.5,0.0,373.0162904 +2010-07-16 00:30:00,0,16.5,1.0,361.6336557 +2010-07-16 01:30:00,0,16.7,1.0,354.4586454 +2010-07-16 02:30:00,0,17.3,1.0,354.3024672 +2010-07-16 03:30:00,1,16.4,1.0,360.8252038 +2010-07-16 04:30:00,53,16.1,1.0,376.4751782 +2010-07-16 05:30:00,135,16.8,1.0,423.0438427 +2010-07-16 06:30:00,221,18.0,1.0,464.0452138 +2010-07-16 07:30:00,300,18.5,1.0,489.189904 +2010-07-16 08:30:00,366,18.7,1.0,496.6956446 +2010-07-16 09:30:00,654,20.0,2.0,507.2055188 +2010-07-16 10:30:00,762,20.8,2.0,521.7300914 +2010-07-16 11:30:00,804,21.2,2.0,521.6060675 +2010-07-16 12:30:00,763,21.7,2.0,515.9790588999998 +2010-07-16 13:30:00,591,21.5,3.0,509.1761202 +2010-07-16 14:30:00,416,21.7,2.0,502.0654186 +2010-07-16 15:30:00,232,21.5,2.0,489.3644561 +2010-07-16 16:30:00,145,20.6,3.0,485.1522382 +2010-07-16 17:30:00,62,19.4,2.0,480.4117705 +2010-07-16 18:30:00,3,18.6,2.0,473.581271 +2010-07-16 19:30:00,0,18.1,2.0,456.4338233 +2010-07-16 20:30:00,0,16.4,1.0,440.6230772 +2010-07-16 21:30:00,0,15.3,2.0,425.2211506 +2010-07-16 22:30:00,0,14.8,2.0,394.3805495 +2010-07-16 23:30:00,0,14.1,2.0,373.8109618 +2010-07-17 00:30:00,0,13.6,2.0,363.5215745 +2010-07-17 01:30:00,0,13.7,1.0,358.2941983 +2010-07-17 02:30:00,0,13.5,1.0,358.744359 +2010-07-17 03:30:00,1,12.9,2.0,361.174308 +2010-07-17 04:30:00,69,13.1,1.0,375.1292896 +2010-07-17 05:30:00,232,14.2,1.0,422.9749406 +2010-07-17 06:30:00,414,15.2,2.0,462.5615209 +2010-07-17 07:30:00,559,16.1,2.0,487.6097481000001 +2010-07-17 08:30:00,667,16.8,1.0,491.4085532 +2010-07-17 09:30:00,754,17.0,2.0,500.0764433 +2010-07-17 10:30:00,824,17.8,2.0,515.276257 +2010-07-17 11:30:00,828,19.1,1.0,524.3299991 +2010-07-17 12:30:00,785,19.4,2.0,521.3488329 +2010-07-17 13:30:00,702,20.2,2.0,512.230782 +2010-07-17 14:30:00,581,20.9,1.0,503.0576095 +2010-07-17 15:30:00,434,21.3,1.0,492.1435094 +2010-07-17 16:30:00,273,20.7,1.0,488.4687282 +2010-07-17 17:30:00,116,20.6,1.0,483.6501714 +2010-07-17 18:30:00,6,18.9,1.0,471.5555478 +2010-07-17 19:30:00,0,16.4,2.0,453.4664374 +2010-07-17 20:30:00,0,16.3,2.0,443.3883501 +2010-07-17 21:30:00,0,16.7,1.0,426.7783391 +2010-07-17 22:30:00,0,16.1,2.0,397.3341549 +2010-07-17 23:30:00,0,14.7,1.0,376.8748106 +2010-07-18 00:30:00,0,14.8,2.0,366.26388 +2010-07-18 01:30:00,0,14.5,2.0,355.7494123 +2010-07-18 02:30:00,0,14.3,1.0,358.059931 +2010-07-18 03:30:00,1,14.7,2.0,361.1605276 +2010-07-18 04:30:00,94,15.4,2.0,377.2193214 +2010-07-18 05:30:00,249,16.8,1.0,426.4154545 +2010-07-18 06:30:00,411,18.7,2.0,467.2790212000001 +2010-07-18 07:30:00,561,20.3,2.0,494.26110210000013 +2010-07-18 08:30:00,686,21.5,2.0,501.1834711 +2010-07-18 09:30:00,776,23.0,2.0,516.250074 +2010-07-18 10:30:00,823,23.7,2.0,526.8747850999998 +2010-07-18 11:30:00,820,25.1,2.0,528.7121757 +2010-07-18 12:30:00,724,25.7,1.0,525.0511749 +2010-07-18 13:30:00,372,25.1,2.0,522.488015 +2010-07-18 14:30:00,162,24.5,0.0,510.1177829 +2010-07-18 15:30:00,121,22.0,1.0,500.0948172 +2010-07-18 16:30:00,193,23.2,0.0,495.4645929 +2010-07-18 17:30:00,105,23.5,1.0,488.9188889 +2010-07-18 18:30:00,5,20.6,1.0,481.57392 +2010-07-18 19:30:00,0,19.6,2.0,462.2491645 +2010-07-18 20:30:00,0,16.7,1.0,448.5881654 +2010-07-18 21:30:00,0,16.2,2.0,443.4664392 +2010-07-18 22:30:00,0,16.5,2.0,416.6589104 +2010-07-18 23:30:00,0,15.2,2.0,391.8082027 +2010-07-19 00:30:00,0,15.0,2.0,379.4471575 +2010-07-19 01:30:00,0,14.7,2.0,368.2620422 +2010-07-19 02:30:00,0,14.2,2.0,368.3355379 +2010-07-19 03:30:00,0,13.8,1.0,373.0346643 +2010-07-19 04:30:00,26,14.0,2.0,386.7553785 +2010-07-19 05:30:00,131,14.7,3.0,437.5316675 +2010-07-19 06:30:00,115,14.0,2.0,472.9519647 +2010-07-19 07:30:00,297,14.5,2.0,499.2404306 +2010-07-19 08:30:00,363,15.2,3.0,507.4168187 +2010-07-19 09:30:00,411,15.5,3.0,515.3819069 +2010-07-19 10:30:00,758,16.2,3.0,530.4163553999998 +2010-07-19 11:30:00,438,15.1,3.0,526.0755201999998 +2010-07-19 12:30:00,658,15.9,2.0,517.6924256 +2010-07-19 13:30:00,587,16.4,3.0,504.49996110000006 +2010-07-19 14:30:00,413,16.3,3.0,495.8871927 +2010-07-19 15:30:00,228,15.6,3.0,486.9896288 +2010-07-19 16:30:00,192,16.0,3.0,480.22803139999985 +2010-07-19 17:30:00,60,15.3,2.0,471.4912392 +2010-07-19 18:30:00,2,14.8,2.0,464.5826505 +2010-07-19 19:30:00,0,14.4,2.0,444.2197693 +2010-07-19 20:30:00,0,14.2,2.0,424.9868833 +2010-07-19 21:30:00,0,14.1,2.0,411.5509646 +2010-07-19 22:30:00,0,13.8,2.0,388.2620388 +2010-07-19 23:30:00,0,13.5,2.0,368.3676922 +2010-07-20 00:30:00,0,13.1,2.0,353.0392612 +2010-07-20 01:30:00,0,12.9,3.0,345.5013663000001 +2010-07-20 02:30:00,0,12.8,3.0,341.353457 +2010-07-20 03:30:00,0,12.5,3.0,339.9570402 +2010-07-20 04:30:00,64,12.5,4.0,338.6708668 +2010-07-20 05:30:00,130,12.7,4.0,349.9156972 +2010-07-20 06:30:00,216,13.5,3.0,373.1311273 +2010-07-20 07:30:00,296,14.2,4.0,401.123773 +2010-07-20 08:30:00,362,14.2,4.0,422.111367 +2010-07-20 09:30:00,712,15.3,4.0,434.2335514 +2010-07-20 10:30:00,435,15.0,4.0,441.3672204 +2010-07-20 11:30:00,437,15.8,3.0,439.5436102 +2010-07-20 12:30:00,415,16.7,4.0,431.48665250000005 +2010-07-20 13:30:00,370,14.3,3.0,421.4682803 +2010-07-20 14:30:00,306,15.3,2.0,416.0341976 +2010-07-20 15:30:00,228,14.5,2.0,409.7641022 +2010-07-20 16:30:00,142,13.7,3.0,411.8816949 +2010-07-20 17:30:00,107,14.0,3.0,408.8775613 +2010-07-20 18:30:00,3,11.2,3.0,404.1922153 +2010-07-20 19:30:00,0,10.1,2.0,389.2863841 +2010-07-20 20:30:00,0,9.4,2.0,379.1807358 +2010-07-20 21:30:00,0,9.3,1.0,374.8766484 +2010-07-20 22:30:00,0,9.3,2.0,270.0 +2010-07-20 23:30:00,0,9.1,2.0,349.8422016 +2010-07-21 00:30:00,0,8.9,2.0,334.219788 +2010-07-21 01:30:00,0,9.2,2.0,326.78294960000005 +2010-07-21 02:30:00,0,9.5,2.0,320.2785869 +2010-07-21 03:30:00,0,9.6,2.0,320.1178153 +2010-07-21 04:30:00,46,10.2,2.0,315.864256 +2010-07-21 05:30:00,129,11.1,2.0,318.2712377 +2010-07-21 06:30:00,215,12.1,2.0,334.4448684 +2010-07-21 07:30:00,295,14.1,3.0,357.6694855 +2010-07-21 08:30:00,361,13.7,4.0,375.6024176 +2010-07-21 09:30:00,550,14.2,5.0,392.2583634 +2010-07-21 10:30:00,434,14.9,5.0,405.905582 +2010-07-21 11:30:00,437,14.4,5.0,403.948761 +2010-07-21 12:30:00,413,15.0,5.0,393.8660801 +2010-07-21 13:30:00,369,14.7,4.0,385.5656681 +2010-07-21 14:30:00,161,14.0,3.0,381.3258893 +2010-07-21 15:30:00,120,13.9,3.0,378.8867533 +2010-07-21 16:30:00,74,13.4,3.0,386.672696 +2010-07-21 17:30:00,30,12.7,3.0,390.8986943 +2010-07-21 18:30:00,1,11.6,2.0,393.9763236 +2010-07-21 19:30:00,0,11.3,3.0,390.3015424 +2010-07-21 20:30:00,0,11.4,3.0,389.304758 +2010-07-21 21:30:00,0,11.5,4.0,392.8049871 +2010-07-21 22:30:00,0,11.4,4.0,373.6961249 +2010-07-21 23:30:00,0,11.4,3.0,338.4871277 +2010-07-22 00:30:00,0,11.2,3.0,330.5450069 +2010-07-22 01:30:00,0,10.9,3.0,319.9065153 +2010-07-22 02:30:00,0,10.7,3.0,320.0994413 +2010-07-22 03:30:00,0,10.5,2.0,328.8132662 +2010-07-22 04:30:00,24,10.2,3.0,346.2822573 +2010-07-22 05:30:00,67,10.0,3.0,399.0291477 +2010-07-22 06:30:00,113,10.0,2.0,440.9721814 +2010-07-22 07:30:00,155,10.1,3.0,471.431524 +2010-07-22 08:30:00,190,9.9,2.0,484.99606 +2010-07-22 09:30:00,215,10.1,2.0,499.2771784 +2010-07-22 10:30:00,229,10.5,2.0,513.2689077 +2010-07-22 11:30:00,230,10.8,2.0,510.1085959 +2010-07-22 12:30:00,218,11.5,1.0,505.3543478 +2010-07-22 13:30:00,194,10.6,2.0,500.9354234 +2010-07-22 14:30:00,160,10.6,2.0,492.3456224 +2010-07-22 15:30:00,119,11.0,2.0,477.4260108 +2010-07-22 16:30:00,74,11.0,2.0,475.8871961 +2010-07-22 17:30:00,30,10.9,2.0,471.0778263 +2010-07-22 18:30:00,1,10.6,2.0,465.1246808 +2010-07-22 19:30:00,0,10.6,2.0,442.915222 +2010-07-22 20:30:00,0,10.4,2.0,428.5560145 +2010-07-22 21:30:00,0,10.3,2.0,415.5335087 +2010-07-22 22:30:00,0,9.6,1.0,383.549132 +2010-07-22 23:30:00,0,9.4,2.0,374.1233182 +2010-07-23 00:30:00,0,9.1,2.0,364.6102284 +2010-07-23 01:30:00,0,8.9,1.0,360.8114234 +2010-07-23 02:30:00,0,8.9,2.0,362.6763748 +2010-07-23 03:30:00,0,8.9,2.0,367.8440359 +2010-07-23 04:30:00,23,8.7,1.0,381.4912545 +2010-07-23 05:30:00,66,8.8,2.0,426.7599652 +2010-07-23 06:30:00,112,9.0,2.0,467.035567 +2010-07-23 07:30:00,154,9.8,2.0,488.8499868 +2010-07-23 08:30:00,189,10.3,1.0,503.2735029 +2010-07-23 09:30:00,407,10.9,2.0,519.4287597 +2010-07-23 10:30:00,433,12.2,2.0,527.0263698 +2010-07-23 11:30:00,434,13.1,2.0,523.5812624 +2010-07-23 12:30:00,412,14.0,2.0,519.8605464999998 +2010-07-23 13:30:00,367,14.3,2.0,514.5550811 +2010-07-23 14:30:00,303,15.4,2.0,512.0332626000002 +2010-07-23 15:30:00,225,15.5,1.0,501.08700810000005 +2010-07-23 16:30:00,138,14.9,2.0,488.5330369 +2010-07-23 17:30:00,55,14.0,1.0,474.5367141 +2010-07-23 18:30:00,1,13.0,1.0,465.9928478 +2010-07-23 19:30:00,0,12.0,1.0,454.2611089 +2010-07-23 20:30:00,0,11.6,0.0,440.51283380000007 +2010-07-23 21:30:00,0,11.8,0.0,419.7962549 +2010-07-23 22:30:00,0,10.9,0.0,393.0943761 +2010-07-23 23:30:00,0,11.3,0.0,372.2813342 +2010-07-24 00:30:00,0,11.1,0.0,363.0162921 +2010-07-24 01:30:00,0,10.0,1.0,355.7402254 +2010-07-24 02:30:00,0,9.8,0.0,357.0585531000001 +2010-07-24 03:30:00,0,10.8,1.0,361.8173947 +2010-07-24 04:30:00,23,11.7,1.0,377.5959864 +2010-07-24 05:30:00,124,12.6,1.0,420.0994243 +2010-07-24 06:30:00,211,13.6,1.0,462.823349 +2010-07-24 07:30:00,291,15.1,3.0,489.8789255 +2010-07-24 08:30:00,481,16.3,3.0,502.1159468 +2010-07-24 09:30:00,406,17.9,2.0,513.1035426 +2010-07-24 10:30:00,432,18.5,3.0,526.6956395 +2010-07-24 11:30:00,229,18.1,3.0,528.252828 +2010-07-24 12:30:00,217,18.1,3.0,523.9119927 +2010-07-24 13:30:00,193,18.3,2.0,509.9478242 +2010-07-24 14:30:00,159,16.2,3.0,492.88765260000014 +2010-07-24 15:30:00,118,15.2,2.0,483.7144801 +2010-07-24 16:30:00,72,14.9,2.0,482.3685915 +2010-07-24 17:30:00,28,14.7,2.0,484.5872406 +2010-07-24 18:30:00,0,14.5,2.0,476.9574762 +2010-07-24 19:30:00,0,14.4,2.0,460.6690086 +2010-07-24 20:30:00,0,14.5,2.0,446.7783357 +2010-07-24 21:30:00,0,14.6,2.0,430.6736072 +2010-07-24 22:30:00,0,14.7,3.0,403.0346592 +2010-07-24 23:30:00,0,14.9,3.0,381.3121089 +2010-07-25 00:30:00,0,14.7,3.0,369.6308982 +2010-07-25 01:30:00,0,14.5,2.0,362.6074727 +2010-07-25 02:30:00,0,14.4,2.0,363.0943812 +2010-07-25 03:30:00,0,14.4,2.0,368.0920836 +2010-07-25 04:30:00,22,14.7,2.0,385.2716856 +2010-07-25 05:30:00,65,15.0,2.0,428.5881688 +2010-07-25 06:30:00,210,15.8,2.0,466.746178 +2010-07-25 07:30:00,153,16.0,3.0,494.7112628 +2010-07-25 08:30:00,564,17.2,3.0,506.4338147 +2010-07-25 09:30:00,640,18.4,4.0,518.5100643999998 +2010-07-25 10:30:00,681,18.4,6.0,531.9873244 +2010-07-25 11:30:00,582,18.2,4.0,534.9868644999998 +2010-07-25 12:30:00,712,20.4,4.0,528.5192496000002 +2010-07-25 13:30:00,634,20.2,5.0,516.7002347 +2010-07-25 14:30:00,300,19.3,4.0,505.8825976 +2010-07-25 15:30:00,222,18.8,3.0,490.848149 +2010-07-25 16:30:00,136,18.8,2.0,489.9202668 +2010-07-25 17:30:00,28,17.3,2.0,485.78154450000005 +2010-07-25 18:30:00,1,15.0,0.0,475.0971182 +2010-07-25 19:30:00,0,14.7,2.0,458.3630834 +2010-07-25 20:30:00,0,14.1,2.0,443.7512347 +2010-07-25 21:30:00,0,14.1,2.0,431.9322197 +2010-07-25 22:30:00,0,14.0,3.0,403.2229917 +2010-07-25 23:30:00,0,13.7,2.0,379.5895552 +2010-07-26 00:30:00,0,13.7,2.0,366.0204257 +2010-07-26 01:30:00,0,13.5,2.0,358.5100917 +2010-07-26 02:30:00,0,13.5,2.0,358.0369636000001 +2010-07-26 03:30:00,0,13.3,2.0,362.5799118000001 +2010-07-26 04:30:00,21,13.4,2.0,379.1991097 +2010-07-26 05:30:00,64,13.4,2.0,422.08380610000006 +2010-07-26 06:30:00,110,13.6,2.0,459.699785 +2010-07-26 07:30:00,152,14.1,2.0,483.07139339999986 +2010-07-26 08:30:00,355,14.3,2.0,487.7199916 +2010-07-26 09:30:00,403,14.9,2.0,514.293253 +2010-07-26 10:30:00,429,14.7,1.0,524.2289426 +2010-07-26 11:30:00,431,15.0,1.0,518.5651861 +2010-07-26 12:30:00,216,15.3,1.0,513.8798401 +2010-07-26 13:30:00,192,13.4,1.0,497.3754791 +2010-07-26 14:30:00,299,15.5,2.0,486.654305 +2010-07-26 15:30:00,221,15.7,1.0,480.1820967000001 +2010-07-26 16:30:00,135,15.6,1.0,474.3208207 +2010-07-26 17:30:00,27,15.2,0.0,468.2758056 +2010-07-26 18:30:00,0,14.6,0.0,460.14994569999993 +2010-07-26 19:30:00,0,13.6,1.0,442.0240875 +2010-07-26 20:30:00,0,13.8,1.0,430.2418204 +2010-07-26 21:30:00,0,13.8,1.0,419.50227239999987 +2010-07-26 22:30:00,0,13.6,1.0,394.5413212 +2010-07-26 23:30:00,0,13.8,2.0,362.4742619 +2010-07-27 00:30:00,0,13.8,1.0,347.8256654 +2010-07-27 01:30:00,0,13.2,2.0,340.5358182 +2010-07-27 02:30:00,0,13.4,2.0,339.212897 +2010-07-27 03:30:00,0,13.8,1.0,338.58818419999994 +2010-07-27 04:30:00,39,14.1,2.0,338.9464753 +2010-07-27 05:30:00,121,15.0,2.0,350.2280536 +2010-07-27 06:30:00,206,16.6,2.0,369.1531767 +2010-07-27 07:30:00,287,18.4,1.0,398.8729695 +2010-07-27 08:30:00,476,19.6,2.0,421.716328 +2010-07-27 09:30:00,402,20.7,3.0,433.1035562 +2010-07-27 10:30:00,576,22.1,3.0,442.7406699 +2010-07-27 11:30:00,681,23.1,3.0,433.6042452 +2010-07-27 12:30:00,762,24.5,2.0,418.1701642 +2010-07-27 13:30:00,677,25.2,1.0,411.1651126 +2010-07-27 14:30:00,472,25.3,1.0,401.0732447 +2010-07-27 15:30:00,219,24.6,2.0,398.473337 +2010-07-27 16:30:00,179,24.8,2.0,409.5068675 +2010-07-27 17:30:00,26,23.1,1.0,410.5725541000001 +2010-07-27 18:30:00,0,19.8,2.0,403.9074197 +2010-07-27 19:30:00,0,19.4,2.0,388.1334215 +2010-07-27 20:30:00,0,18.7,3.0,381.3718241 +2010-07-27 21:30:00,0,18.5,2.0,377.0493627 +2010-07-27 22:30:00,0,17.9,2.0,356.7140424 +2010-07-27 23:30:00,0,18.6,2.0,342.1159741 +2010-07-28 00:30:00,0,18.0,1.0,335.0282399 +2010-07-28 01:30:00,0,17.9,1.0,334.10495110000005 +2010-07-28 02:30:00,0,17.8,3.0,340.1361858 +2010-07-28 03:30:00,0,18.0,2.0,341.3488635 +2010-07-28 04:30:00,38,17.6,2.0,336.0020569 +2010-07-28 05:30:00,118,17.8,1.0,335.5473027 +2010-07-28 06:30:00,325,18.9,2.0,346.84725489999994 +2010-07-28 07:30:00,522,19.9,3.0,366.0204257 +2010-07-28 08:30:00,644,22.2,2.0,384.6240055 +2010-07-28 09:30:00,635,23.8,4.0,396.7599703 +2010-07-28 10:30:00,574,24.8,4.0,412.7498619 +2010-07-28 11:30:00,802,25.4,3.0,412.5569359 +2010-07-28 12:30:00,706,26.7,3.0,399.74573 +2010-07-28 13:30:00,627,27.7,3.0,391.445318 +2010-07-28 14:30:00,296,27.5,3.0,393.4848216 +2010-07-28 15:30:00,217,27.5,2.0,390.6368662 +2010-07-28 16:30:00,131,21.5,4.0,387.9588694 +2010-07-28 17:30:00,49,20.9,4.0,389.6768296 +2010-07-28 18:30:00,0,20.3,3.0,387.2331001 +2010-07-28 19:30:00,0,20.5,3.0,382.24458460000005 +2010-07-28 20:30:00,0,19.5,1.0,379.539027 +2010-07-28 21:30:00,0,17.6,2.0,377.5684256 +2010-07-28 22:30:00,0,17.3,1.0,356.5532707 +2010-07-28 23:30:00,0,18.4,1.0,344.582671 +2010-07-29 00:30:00,0,18.6,1.0,336.870224 +2010-07-29 01:30:00,0,20.6,3.0,332.6166648 +2010-07-29 02:30:00,0,17.2,3.0,333.833936 +2010-07-29 03:30:00,0,16.4,1.0,337.8578214 +2010-07-29 04:30:00,37,16.9,1.0,358.8821633 +2010-07-29 05:30:00,117,17.9,1.0,408.0874833 +2010-07-29 06:30:00,204,19.7,1.0,449.8054367 +2010-07-29 07:30:00,285,19.9,1.0,476.3924786 +2010-07-29 08:30:00,351,21.1,1.0,481.0961985 +2010-07-29 09:30:00,399,22.4,1.0,504.045207 +2010-07-29 10:30:00,425,22.8,2.0,510.0534742 +2010-07-29 11:30:00,428,23.1,2.0,505.7493867 +2010-07-29 12:30:00,405,24.0,2.0,506.5486516 +2010-07-29 13:30:00,359,22.1,3.0,494.3070368 +2010-07-29 14:30:00,295,22.7,1.0,480.7149399000001 +2010-07-29 15:30:00,216,23.1,1.0,476.406259 +2010-07-29 16:30:00,130,21.6,2.0,474.4264706 +2010-07-29 17:30:00,46,20.4,2.0,467.43060589999993 +2010-07-29 18:30:00,0,19.0,1.0,461.1237627 +2010-07-29 19:30:00,0,18.5,2.0,448.7213762 +2010-07-29 20:30:00,0,17.8,2.0,439.0842626 +2010-07-29 21:30:00,0,17.3,1.0,418.9005269 +2010-07-29 22:30:00,0,16.3,2.0,389.2634167 +2010-07-29 23:30:00,0,14.8,2.0,365.7034758 +2010-07-30 00:30:00,0,14.9,2.0,361.7484926 +2010-07-30 01:30:00,0,14.8,2.0,358.8132611 +2010-07-30 02:30:00,0,14.5,3.0,361.7071513 +2010-07-30 03:30:00,0,14.6,3.0,365.0236413 +2010-07-30 04:30:00,34,14.7,2.0,380.5955266 +2010-07-30 05:30:00,61,15.2,3.0,414.5550982 +2010-07-30 06:30:00,203,13.7,3.0,451.7301033 +2010-07-30 07:30:00,448,14.3,3.0,474.80772919999987 +2010-07-30 08:30:00,640,15.8,2.0,486.0984944 +2010-07-30 09:30:00,745,17.5,2.0,503.746631 +2010-07-30 10:30:00,571,17.3,2.0,513.030047 +2010-07-30 11:30:00,573,17.6,2.0,513.7695967 +2010-07-30 12:30:00,701,18.8,3.0,509.405794 +2010-07-30 13:30:00,568,18.7,1.0,497.9083224 +2010-07-30 14:30:00,510,18.3,1.0,492.5109875 +2010-07-30 15:30:00,339,13.9,4.0,482.5890783 +2010-07-30 16:30:00,234,16.8,2.0,479.8881142 +2010-07-30 17:30:00,72,14.2,2.0,468.9097054 +2010-07-30 18:30:00,0,13.8,0.0,462.4237166 +2010-07-30 19:30:00,0,12.7,0.0,447.214716 +2010-07-30 20:30:00,0,12.4,1.0,433.2643279 +2010-07-30 21:30:00,0,12.2,1.0,416.9850473 +2010-07-30 22:30:00,0,11.3,1.0,389.9340643 +2010-07-30 23:30:00,0,10.8,1.0,379.3874423 +2010-07-31 00:30:00,0,11.0,1.0,369.676833 +2010-07-31 01:30:00,0,10.3,1.0,368.4825291 +2010-07-31 02:30:00,0,9.6,1.0,368.6249269 +2010-07-31 03:30:00,0,10.1,1.0,371.7163365 +2010-07-31 04:30:00,58,10.4,1.0,389.2404493 +2010-07-31 05:30:00,213,11.3,2.0,430.4071855 +2010-07-31 06:30:00,367,12.8,4.0,466.5440650000001 +2010-07-31 07:30:00,489,14.7,4.0,484.5413058 +2010-07-31 08:30:00,553,15.4,5.0,491.8173726 +2010-07-31 09:30:00,534,16.7,5.0,504.6653263 +2010-07-31 10:30:00,423,16.5,5.0,519.6354661 +2010-07-31 11:30:00,425,17.0,5.0,517.4765322 +2010-07-31 12:30:00,402,18.1,5.0,507.1458036 +2010-07-31 13:30:00,357,17.2,3.0,496.2914187 +2010-07-31 14:30:00,293,16.0,2.0,484.4678102 +2010-07-31 15:30:00,112,12.5,3.0,474.1233012 +2010-07-31 16:30:00,127,12.8,1.0,470.1407571 +2010-07-31 17:30:00,70,12.9,1.0,464.5734636 +2010-07-31 18:30:00,0,12.8,1.0,456.9850404 +2010-07-31 19:30:00,0,12.5,1.0,443.24135880000006 +2010-07-31 20:30:00,0,12.6,1.0,432.58449339999993 +2010-07-31 21:30:00,0,12.6,0.0,417.2790297 +2010-07-31 22:30:00,0,11.9,1.0,387.7843173 +2010-07-31 23:30:00,0,11.9,0.0,366.851845 +2010-08-01 00:30:00,0,12.4,1.0,357.2882269 +2010-08-01 01:30:00,0,12.2,1.0,353.1357242 +2010-08-01 02:30:00,0,12.1,1.0,354.8536844 +2010-08-01 03:30:00,0,11.9,0.0,362.9198291 +2010-08-01 04:30:00,17,11.9,1.0,378.3401296 +2010-08-01 05:30:00,59,12.4,1.0,418.0691077 +2010-08-01 06:30:00,105,12.9,1.0,457.2560555 +2010-08-01 07:30:00,148,13.4,1.0,475.7447984 +2010-08-01 08:30:00,348,14.4,1.0,489.9018929 +2010-08-01 09:30:00,627,14.8,2.0,503.1816334 +2010-08-01 10:30:00,567,15.7,2.0,516.6864542 +2010-08-01 11:30:00,736,16.8,1.0,514.2702856000002 +2010-08-01 12:30:00,697,18.1,1.0,510.38879800000007 +2010-08-01 13:30:00,478,17.8,1.0,502.2583446 +2010-08-01 14:30:00,390,17.5,2.0,491.8127791 +2010-08-01 15:30:00,211,18.4,2.0,481.2615636 +2010-08-01 16:30:00,124,16.6,2.0,477.8026758 +2010-08-01 17:30:00,42,15.7,2.0,473.9028143 +2010-08-01 18:30:00,0,14.8,1.0,461.665793 +2010-08-01 19:30:00,0,14.2,1.0,449.8881193 +2010-08-01 20:30:00,0,13.8,1.0,437.3111807 +2010-08-01 21:30:00,0,13.6,2.0,422.699332 +2010-08-01 22:30:00,0,13.2,2.0,396.0571684 +2010-08-01 23:30:00,0,12.9,2.0,379.4195966 +2010-08-02 00:30:00,0,12.3,2.0,372.1802777 +2010-08-02 01:30:00,0,11.8,2.0,368.2298879 +2010-08-02 02:30:00,0,11.4,2.0,369.79166989999993 +2010-08-02 03:30:00,0,11.3,2.0,373.1403143 +2010-08-02 04:30:00,16,11.6,3.0,382.9198257 +2010-08-02 05:30:00,58,11.6,1.0,411.5142168 +2010-08-02 06:30:00,104,12.2,1.0,438.0828847 +2010-08-02 07:30:00,147,12.6,2.0,462.6993252 +2010-08-02 08:30:00,183,13.3,2.0,473.957936 +2010-08-02 09:30:00,208,14.4,2.0,486.24548560000005 +2010-08-02 10:30:00,420,15.4,2.0,497.3295444 +2010-08-02 11:30:00,423,17.2,2.0,492.3088746 +2010-08-02 12:30:00,537,18.1,2.0,482.8003782 +2010-08-02 13:30:00,476,18.7,1.0,481.7990004 +2010-08-02 14:30:00,289,17.7,2.0,481.3074984 +2010-08-02 15:30:00,210,17.7,2.0,472.9335908 +2010-08-02 16:30:00,123,16.7,2.0,470.7562829 +2010-08-02 17:30:00,41,16.0,2.0,465.9101652 +2010-08-02 18:30:00,0,15.6,2.0,456.1628081 +2010-08-02 19:30:00,0,14.2,2.0,439.2128799 +2010-08-02 20:30:00,0,13.1,2.0,425.8734242 +2010-08-02 21:30:00,0,12.8,2.0,412.04706 +2010-08-02 22:30:00,0,12.1,2.0,387.7200086 +2010-08-02 23:30:00,0,12.0,2.0,352.8555221000001 +2010-08-03 00:30:00,0,11.0,2.0,347.9864371000001 +2010-08-03 01:30:00,0,11.4,2.0,344.5137688 +2010-08-03 02:30:00,0,11.6,2.0,337.0815239 +2010-08-03 03:30:00,0,11.6,2.0,337.8164801000001 +2010-08-03 04:30:00,51,11.7,2.0,341.5142287 +2010-08-03 05:30:00,204,12.9,3.0,356.7140424 +2010-08-03 06:30:00,366,13.1,3.0,376.7737542 +2010-08-03 07:30:00,522,13.7,2.0,399.263415 +2010-08-03 08:30:00,649,14.6,2.0,403.9809153 +2010-08-03 09:30:00,683,15.3,2.0,414.29327 +2010-08-03 10:30:00,728,15.8,2.0,425.0465985 +2010-08-03 11:30:00,732,16.4,2.0,422.1067735 +2010-08-03 12:30:00,727,17.5,2.0,417.8669947 +2010-08-03 13:30:00,644,18.2,3.0,404.633189 +2010-08-03 14:30:00,537,18.5,3.0,401.9689726 +2010-08-03 15:30:00,361,18.4,2.0,402.2399878 +2010-08-03 16:30:00,227,18.8,1.0,401.8036075 +2010-08-03 17:30:00,39,17.2,1.0,394.0222583 +2010-08-03 18:30:00,0,14.6,3.0,387.5224891 +2010-08-03 19:30:00,0,13.3,3.0,376.4751782 +2010-08-03 20:30:00,0,12.6,2.0,376.6956651 +2010-08-03 21:30:00,0,12.2,3.0,374.4494551 +2010-08-03 22:30:00,0,11.0,3.0,361.482071 +2010-08-03 23:30:00,0,10.6,2.0,336.8334762 +2010-08-04 00:30:00,0,10.8,2.0,331.1145979 +2010-08-04 01:30:00,0,10.5,1.0,318.6479028 +2010-08-04 02:30:00,0,10.4,1.0,317.0447795 +2010-08-04 03:30:00,0,10.3,1.0,317.0723403 +2010-08-04 04:30:00,28,10.3,1.0,314.7296673 +2010-08-04 05:30:00,108,10.9,1.0,315.2257628 +2010-08-04 06:30:00,194,11.7,2.0,326.3695367 +2010-08-04 07:30:00,275,12.5,1.0,345.0420186 +2010-08-04 08:30:00,543,14.0,2.0,369.0521202 +2010-08-04 09:30:00,526,15.8,2.0,389.1899211 +2010-08-04 10:30:00,561,15.2,2.0,398.5468327 +2010-08-04 11:30:00,664,16.0,2.0,397.8991525 +2010-08-04 12:30:00,534,16.7,2.0,391.2661724 +2010-08-04 13:30:00,610,15.3,1.0,374.9455505 +2010-08-04 14:30:00,285,15.3,2.0,368.7076095000001 +2010-08-04 15:30:00,326,15.3,2.0,370.3658545 +2010-08-04 16:30:00,189,16.1,2.0,376.0755457 +2010-08-04 17:30:00,68,15.9,1.0,378.6570795 +2010-08-04 18:30:00,0,14.2,1.2,380.6965831 +2010-08-04 19:30:00,0,13.4,0.8,377.4995234 +2010-08-04 20:30:00,0,12.7,0.6,379.1072402 +2010-08-04 21:30:00,0,12.2,0.7,377.5776125 +2010-08-04 22:30:00,0,11.8,1.1,357.7292007 +2010-08-04 23:30:00,0,11.6,1.6,341.5831308 +2010-08-05 00:30:00,0,11.3,2.3,334.8445008 +2010-08-05 01:30:00,0,11.1,2.8,330.6874046000001 +2010-08-05 02:30:00,0,11.2,3.2,333.8247491 +2010-08-05 03:30:00,0,11.3,3.1,341.4131722 +2010-08-05 04:30:00,27,11.5,4.0,358.2574505 +2010-08-05 05:30:00,106,11.9,3.0,400.140769 +2010-08-05 06:30:00,193,12.4,4.0,439.92027530000007 +2010-08-05 07:30:00,274,13.0,5.0,464.78017 +2010-08-05 08:30:00,180,12.8,5.0,480.3566488 +2010-08-05 09:30:00,206,13.7,6.0,493.5720806 +2010-08-05 10:30:00,220,13.2,4.0,504.3989047 +2010-08-05 11:30:00,418,13.4,5.0,505.41865639999986 +2010-08-05 12:30:00,686,15.9,7.0,501.9781425 +2010-08-05 13:30:00,553,14.9,8.0,495.9974362 +2010-08-05 14:30:00,450,15.6,4.0,489.6859995 +2010-08-05 15:30:00,355,15.1,2.0,477.9496671 +2010-08-05 16:30:00,186,14.5,1.0,472.2078215 +2010-08-05 17:30:00,66,15.2,1.0,468.4733251 +2010-08-05 18:30:00,0,13.9,0.0,462.3180666 +2010-08-05 19:30:00,0,13.2,2.0,449.0153587 +2010-08-05 20:30:00,0,12.0,0.0,436.8885808 +2010-08-05 21:30:00,0,11.8,1.0,414.9914785 +2010-08-05 22:30:00,0,11.8,1.0,388.5100866 +2010-08-05 23:30:00,0,11.7,2.0,371.5647518 +2010-08-06 00:30:00,0,11.8,2.0,361.5969079 +2010-08-06 01:30:00,0,12.2,2.0,356.5440837 +2010-08-06 02:30:00,0,12.4,3.0,357.4581856000001 +2010-08-06 03:30:00,0,12.0,3.0,365.8229062 +2010-08-06 04:30:00,13,12.6,3.0,385.9607071 +2010-08-06 05:30:00,55,12.6,3.0,419.3047529 +2010-08-06 06:30:00,101,12.5,3.0,450.6230755 +2010-08-06 07:30:00,144,12.9,3.0,473.4296862 +2010-08-06 08:30:00,179,13.0,3.0,485.6437402 +2010-08-06 09:30:00,205,13.3,3.0,498.0828745 +2010-08-06 10:30:00,219,13.9,4.0,508.0415315 +2010-08-06 11:30:00,220,13.9,5.0,506.2730431 +2010-08-06 12:30:00,208,14.3,4.0,505.3405673 +2010-08-06 13:30:00,183,14.9,5.0,498.6340917 +2010-08-06 14:30:00,149,15.3,5.0,484.205982 +2010-08-06 15:30:00,107,15.7,5.0,472.77281910000005 +2010-08-06 16:30:00,115,16.0,5.0,467.3800777 +2010-08-06 17:30:00,18,16.0,4.0,458.5468224 +2010-08-06 18:30:00,0,15.7,4.0,451.6566077 +2010-08-06 19:30:00,0,15.6,4.0,440.10401439999987 +2010-08-06 20:30:00,0,15.6,4.0,433.1586779 +2010-08-06 21:30:00,0,15.2,4.0,414.8123329 +2010-08-06 22:30:00,0,14.8,4.0,386.2546896 +2010-08-06 23:30:00,0,14.6,3.0,369.6906134 +2010-08-07 00:30:00,0,14.5,4.0,361.0732515 +2010-08-07 01:30:00,0,14.3,3.0,357.3571291 +2010-08-07 02:30:00,0,13.5,3.0,362.3364576 +2010-08-07 03:30:00,0,13.3,4.0,365.9469301 +2010-08-07 04:30:00,13,13.1,4.0,379.8054486 +2010-08-07 05:30:00,102,13.0,4.0,418.7030075 +2010-08-07 06:30:00,100,13.0,4.0,450.9538058 +2010-08-07 07:30:00,271,13.6,4.0,473.4342797000001 +2010-08-07 08:30:00,339,13.3,5.0,489.681406 +2010-08-07 09:30:00,204,14.0,5.0,501.7622492 +2010-08-07 10:30:00,218,15.4,4.0,513.0622013000002 +2010-08-07 11:30:00,219,15.4,4.0,516.5348695 +2010-08-07 12:30:00,392,15.5,6.0,514.6928853999998 +2010-08-07 13:30:00,345,16.2,6.0,507.9910033 +2010-08-07 14:30:00,280,16.1,5.0,496.20873610000007 +2010-08-07 15:30:00,200,16.3,5.0,474.2656989 +2010-08-07 16:30:00,114,16.6,4.0,469.6125073 +2010-08-07 17:30:00,32,16.5,4.0,466.9850387 +2010-08-07 18:30:00,0,16.1,3.0,460.2739696 +2010-08-07 19:30:00,0,15.7,4.0,451.9505902 +2010-08-07 20:30:00,0,15.4,5.0,442.0975832 +2010-08-07 21:30:00,0,15.1,6.0,419.0429247 +2010-08-07 22:30:00,0,14.9,6.0,393.3240499 +2010-08-07 23:30:00,0,14.8,7.0,370.6047152 +2010-08-08 00:30:00,0,15.0,9.0,358.94647189999995 +2010-08-08 01:30:00,0,15.0,6.0,354.08198030000005 +2010-08-08 02:30:00,0,15.0,6.0,356.5073359 +2010-08-08 03:30:00,0,13.9,4.0,361.1697145 +2010-08-08 04:30:00,12,12.7,4.0,379.7503269 +2010-08-08 05:30:00,190,12.9,4.0,420.7746653 +2010-08-08 06:30:00,253,13.1,6.0,452.1343293000001 +2010-08-08 07:30:00,427,13.6,5.0,473.8247252000001 +2010-08-08 08:30:00,586,14.5,6.0,485.9377227 +2010-08-08 09:30:00,519,14.4,7.0,495.7080472 +2010-08-08 10:30:00,411,15.1,8.0,508.8040486 +2010-08-08 11:30:00,556,15.3,8.0,508.68002469999993 +2010-08-08 12:30:00,390,15.7,8.0,495.8688188 +2010-08-08 13:30:00,463,16.2,7.0,492.5523288 +2010-08-08 14:30:00,375,15.7,6.0,477.4214173 +2010-08-08 15:30:00,198,15.2,6.0,466.3465455 +2010-08-08 16:30:00,111,14.9,3.0,466.0801239 +2010-08-08 17:30:00,30,15.1,4.0,461.9919298 +2010-08-08 18:30:00,0,14.5,3.0,451.1742927 +2010-08-08 19:30:00,0,12.2,3.0,438.20231510000013 +2010-08-08 20:30:00,0,12.1,2.0,430.9170614 +2010-08-08 21:30:00,0,12.0,3.0,412.3180751 +2010-08-08 22:30:00,0,12.1,3.0,383.4388885 +2010-08-08 23:30:00,0,11.8,2.0,365.5427042 +2010-08-09 00:30:00,0,11.8,2.0,352.6350353 +2010-08-09 01:30:00,0,11.8,3.0,348.487126 +2010-08-09 02:30:00,0,11.7,1.0,347.54086980000005 +2010-08-09 03:30:00,0,11.9,2.0,351.6060965 +2010-08-09 04:30:00,21,12.0,4.0,371.5188171 +2010-08-09 05:30:00,99,12.1,4.0,411.362632 +2010-08-09 06:30:00,98,12.5,5.0,442.510996 +2010-08-09 07:30:00,268,13.0,4.0,466.1444325 +2010-08-09 08:30:00,335,14.0,5.0,471.4820522 +2010-08-09 09:30:00,516,15.3,7.0,480.793029 +2010-08-09 10:30:00,551,14.8,4.0,487.13662 +2010-08-09 11:30:00,652,17.3,6.0,485.776951 +2010-08-09 12:30:00,615,17.3,7.0,479.9202685 +2010-08-09 13:30:00,625,16.7,5.0,468.684625 +2010-08-09 14:30:00,505,17.1,4.0,459.9983610000001 +2010-08-09 15:30:00,197,16.4,5.0,453.0070898 +2010-08-09 16:30:00,173,15.8,6.0,450.9767732 +2010-08-09 17:30:00,54,15.3,6.0,451.7209164 +2010-08-09 18:30:00,0,14.5,3.0,439.3506842000001 +2010-08-09 19:30:00,0,12.9,1.0,426.498137 +2010-08-09 20:30:00,0,12.2,2.0,420.6506415 +2010-08-09 21:30:00,0,11.8,1.0,403.8614849 +2010-08-09 22:30:00,0,12.2,1.0,379.6033357 +2010-08-09 23:30:00,0,10.9,1.0,362.4972293 +2010-08-10 00:30:00,0,10.9,2.0,352.2124354 +2010-08-10 01:30:00,0,10.3,2.0,343.705317 +2010-08-10 02:30:00,0,10.0,2.0,342.915239 +2010-08-10 03:30:00,0,9.7,2.0,343.7328778 +2010-08-10 04:30:00,34,9.1,3.0,347.7292024 +2010-08-10 05:30:00,97,10.0,3.0,355.0052691 +2010-08-10 06:30:00,97,9.8,5.0,373.0760056 +2010-08-10 07:30:00,140,10.0,4.0,399.8100387 +2010-08-10 08:30:00,176,10.1,3.0,419.5390202 +2010-08-10 09:30:00,514,11.6,3.0,429.5436119 +2010-08-10 10:30:00,549,13.2,3.0,436.7783374 +2010-08-10 11:30:00,649,12.8,2.0,429.7870662 +2010-08-10 12:30:00,387,12.6,3.0,419.1393877 +2010-08-10 13:30:00,340,13.4,4.0,408.7443504 +2010-08-10 14:30:00,369,12.6,2.0,398.9005304 +2010-08-10 15:30:00,307,13.7,1.0,393.2321804 +2010-08-10 16:30:00,107,12.1,2.0,396.4797682 +2010-08-10 17:30:00,43,11.7,2.0,398.4595566 +2010-08-10 18:30:00,0,10.8,1.0,396.4016791 +2010-08-10 19:30:00,0,10.2,1.0,384.6331924 +2010-08-10 20:30:00,0,10.0,1.0,382.59368880000005 +2010-08-10 21:30:00,0,9.4,1.0,373.5537271 +2010-08-10 22:30:00,0,9.5,2.0,351.5739422 +2010-08-10 23:30:00,0,8.9,1.0,332.5018278 +2010-08-11 00:30:00,0,8.6,1.0,319.3782655 +2010-08-11 01:30:00,0,9.2,2.0,309.6630628 +2010-08-11 02:30:00,0,8.9,1.0,306.5808401 +2010-08-11 03:30:00,0,9.1,1.0,307.0723421 +2010-08-11 04:30:00,10,9.0,1.0,308.47794589999995 +2010-08-11 05:30:00,50,9.0,2.0,309.8513953000001 +2010-08-11 06:30:00,317,9.8,1.0,320.0626935 +2010-08-11 07:30:00,482,11.2,3.0,339.9432597 +2010-08-11 08:30:00,606,12.9,3.0,356.5119294 +2010-08-11 09:30:00,603,13.6,3.0,369.4471592 +2010-08-11 10:30:00,547,14.3,3.0,389.5619927 +2010-08-11 11:30:00,548,14.7,3.0,393.8568932 +2010-08-11 12:30:00,610,15.8,2.0,376.9207454 +2010-08-11 13:30:00,455,15.1,2.0,370.5771544 +2010-08-11 14:30:00,473,16.2,3.0,369.0337463 +2010-08-11 15:30:00,259,15.6,1.0,371.8908887 +2010-08-11 16:30:00,182,15.2,2.0,381.302922 +2010-08-11 17:30:00,44,14.6,2.0,384.0819752 +2010-08-11 18:30:00,0,13.8,1.0,382.9657604 +2010-08-11 19:30:00,0,13.2,1.0,375.14307 +2010-08-11 20:30:00,0,13.2,2.0,374.4356746 +2010-08-11 21:30:00,0,12.6,2.0,367.7016381 +2010-08-11 22:30:00,0,12.2,2.0,347.7705437 +2010-08-11 23:30:00,0,11.7,1.0,335.4784006 +2010-08-12 00:30:00,0,10.7,1.0,324.4264962 +2010-08-12 01:30:00,0,10.7,0.0,318.7213984 +2010-08-12 02:30:00,0,10.2,1.0,323.6318248 +2010-08-12 03:30:00,0,10.0,1.0,331.7668716 +2010-08-12 04:30:00,17,9.7,1.0,357.0401792 +2010-08-12 05:30:00,94,11.1,2.0,400.2234516 +2010-08-12 06:30:00,181,12.6,2.0,437.90833260000005 +2010-08-12 07:30:00,263,14.9,4.0,462.4420905 +2010-08-12 08:30:00,330,15.7,4.0,478.6478755 +2010-08-12 09:30:00,379,17.4,5.0,489.3185214 +2010-08-12 10:30:00,405,17.7,4.0,504.7709762 +2010-08-12 11:30:00,406,17.5,4.0,506.0204018 +2010-08-12 12:30:00,383,18.1,4.0,497.68783550000006 +2010-08-12 13:30:00,336,19.1,5.0,493.87065660000013 +2010-08-12 14:30:00,270,19.1,5.0,484.3805342 +2010-08-12 15:30:00,189,18.6,4.0,477.8394236 +2010-08-12 16:30:00,103,17.9,2.0,470.7884373 +2010-08-12 17:30:00,24,17.5,3.0,466.833454 +2010-08-12 18:30:00,0,17.0,2.0,453.60424169999993 +2010-08-12 19:30:00,0,16.3,2.0,443.0805871 +2010-08-12 20:30:00,0,16.1,2.0,433.7053016 +2010-08-12 21:30:00,0,16.1,3.0,408.6754483 +2010-08-12 22:30:00,0,16.1,2.0,379.7824812 +2010-08-12 23:30:00,0,16.0,3.0,362.0057273 +2010-08-13 00:30:00,0,15.7,3.0,353.1035699 +2010-08-13 01:30:00,0,15.3,4.0,350.7884577 +2010-08-13 02:30:00,0,15.3,3.0,349.7870798 +2010-08-13 03:30:00,0,15.0,3.0,357.4995268 +2010-08-13 04:30:00,8,14.8,4.0,376.4705847 +2010-08-13 05:30:00,48,14.6,4.0,419.6400767 +2010-08-13 06:30:00,94,15.2,5.0,451.34425130000005 +2010-08-13 07:30:00,413,16.7,5.0,473.9900904 +2010-08-13 08:30:00,571,18.4,4.0,485.8136988 +2010-08-13 09:30:00,706,19.6,5.0,498.7259612 +2010-08-13 10:30:00,404,20.6,4.0,509.0291289 +2010-08-13 11:30:00,544,21.6,3.0,512.7268775 +2010-08-13 12:30:00,381,21.0,3.0,506.03877580000005 +2010-08-13 13:30:00,334,21.5,2.0,494.08655 +2010-08-13 14:30:00,501,22.6,2.0,488.04153489999993 +2010-08-13 15:30:00,353,22.8,2.0,476.8702001 +2010-08-13 16:30:00,189,22.6,2.0,471.2891262 +2010-08-13 17:30:00,41,21.0,1.0,464.55049620000005 +2010-08-13 18:30:00,0,19.5,2.0,455.1017151 +2010-08-13 19:30:00,0,18.6,2.0,436.1857789 +2010-08-13 20:30:00,0,17.6,2.0,427.7383757 +2010-08-13 21:30:00,0,17.5,2.0,406.0801341 +2010-08-13 22:30:00,0,17.2,0.0,380.29235710000006 +2010-08-13 23:30:00,0,17.4,1.0,366.3281886 +2010-08-14 00:30:00,0,16.8,1.0,356.989651 +2010-08-14 01:30:00,0,16.6,0.0,353.4986088 +2010-08-14 02:30:00,0,16.6,0.0,352.6993439 +2010-08-14 03:30:00,0,16.6,1.0,355.8688427 +2010-08-14 04:30:00,27,16.6,1.0,371.7530844 +2010-08-14 05:30:00,169,17.4,1.0,410.2647912 +2010-08-14 06:30:00,334,18.7,2.0,438.6846301 +2010-08-14 07:30:00,488,20.4,4.0,461.4682735 +2010-08-14 08:30:00,616,21.5,3.0,475.239516 +2010-08-14 09:30:00,708,22.8,3.0,486.70483330000013 +2010-08-14 10:30:00,757,23.8,3.0,498.9877894 +2010-08-14 11:30:00,759,24.5,2.0,503.7787853 +2010-08-14 12:30:00,715,25.6,2.0,496.718612 +2010-08-14 13:30:00,626,26.0,4.0,483.3837498 +2010-08-14 14:30:00,501,26.5,4.0,468.8132424 +2010-08-14 15:30:00,349,26.6,3.0,461.8541255 +2010-08-14 16:30:00,185,26.3,3.0,458.3906442 +2010-08-14 17:30:00,38,24.4,3.0,454.95931730000007 +2010-08-14 18:30:00,0,23.2,2.0,443.1724567 +2010-08-14 19:30:00,0,22.7,2.0,433.9579428 +2010-08-14 20:30:00,0,22.8,2.0,426.3833001 +2010-08-14 21:30:00,0,22.4,2.0,399.8330061 +2010-08-14 22:30:00,0,22.7,3.0,375.9285545 +2010-08-14 23:30:00,0,22.7,3.0,355.1476669 +2010-08-15 00:30:00,0,22.8,2.0,347.5362764 +2010-08-15 01:30:00,0,22.0,2.0,340.6185008 +2010-08-15 02:30:00,0,21.3,2.0,342.1527219 +2010-08-15 03:30:00,0,21.2,2.0,349.1072453000001 +2010-08-15 04:30:00,24,20.4,3.0,368.39065960000005 +2010-08-15 05:30:00,161,20.8,1.0,399.92028210000007 +2010-08-15 06:30:00,330,21.7,3.0,429.4195881 +2010-08-15 07:30:00,485,22.8,2.0,448.9969848 +2010-08-15 08:30:00,612,24.4,3.0,462.6855447 +2010-08-15 09:30:00,705,25.3,4.0,477.5316607 +2010-08-15 10:30:00,754,26.5,4.0,488.5560043 +2010-08-15 11:30:00,756,27.8,4.0,486.856418 +2010-08-15 12:30:00,711,28.8,4.0,480.310714 +2010-08-15 13:30:00,623,29.1,4.0,469.4471421 +2010-08-15 14:30:00,497,29.4,3.0,460.0029545 +2010-08-15 15:30:00,344,28.9,4.0,451.2248209 +2010-08-15 16:30:00,181,27.7,4.0,449.3185282 +2010-08-15 17:30:00,35,26.8,4.0,442.0516484 +2010-08-15 18:30:00,0,25.5,3.0,433.6088386 +2010-08-15 19:30:00,0,23.3,1.0,426.2500893 +2010-08-15 20:30:00,0,22.8,1.0,421.6152715 +2010-08-15 21:30:00,0,22.9,1.0,400.8206035 +2010-08-15 22:30:00,0,23.3,1.0,371.9506038 +2010-08-15 23:30:00,0,23.6,1.0,353.9579565 +2010-08-16 00:30:00,0,20.9,2.0,346.3419725 +2010-08-16 01:30:00,0,21.5,2.0,342.5661348000001 +2010-08-16 02:30:00,0,20.2,1.0,342.635037 +2010-08-16 03:30:00,0,20.6,2.0,347.4214394 +2010-08-16 04:30:00,22,19.7,2.0,367.8118815 +2010-08-16 05:30:00,137,19.9,3.0,407.3663075 +2010-08-16 06:30:00,174,19.6,2.0,436.63593960000014 +2010-08-16 07:30:00,444,19.6,3.0,455.4140715 +2010-08-16 08:30:00,562,21.1,4.0,471.2248175 +2010-08-16 09:30:00,646,22.1,3.0,481.1605071 +2010-08-16 10:30:00,398,22.2,5.0,493.7833805 +2010-08-16 11:30:00,693,22.8,5.0,489.1164084 +2010-08-16 12:30:00,375,22.2,5.0,480.7562812 +2010-08-16 13:30:00,173,21.3,4.0,470.535796 +2010-08-16 14:30:00,138,20.3,3.0,464.0452138 +2010-08-16 15:30:00,95,19.0,4.0,452.47884000000005 +2010-08-16 16:30:00,49,17.9,4.0,446.1719968 +2010-08-16 17:30:00,9,14.8,2.0,441.8311615 +2010-08-16 18:30:00,0,14.5,2.0,429.3874337 +2010-08-16 19:30:00,0,14.7,2.0,412.23539260000007 +2010-08-16 20:30:00,0,14.7,0.0,404.0590044 +2010-08-16 21:30:00,0,14.8,1.0,381.1926785 +2010-08-16 22:30:00,0,14.4,1.0,357.7062333 +2010-08-16 23:30:00,0,14.4,1.0,345.749414 +2010-08-17 00:30:00,0,14.0,1.0,335.501368 +2010-08-17 01:30:00,0,13.7,1.0,332.0746345 +2010-08-17 02:30:00,0,13.6,1.0,330.2831787 +2010-08-17 03:30:00,0,13.5,2.0,330.3520809 +2010-08-17 04:30:00,11,12.9,2.0,333.8936512 +2010-08-17 05:30:00,134,13.3,2.0,347.6878611 +2010-08-17 06:30:00,171,15.0,2.0,363.815557 +2010-08-17 07:30:00,254,16.3,2.0,390.2188598 +2010-08-17 08:30:00,321,16.9,3.0,405.7172494 +2010-08-17 09:30:00,370,18.3,2.0,415.5289152 +2010-08-17 10:30:00,532,19.5,2.0,423.0622166 +2010-08-17 11:30:00,397,20.3,1.0,420.84816100000006 +2010-08-17 12:30:00,502,20.8,2.0,412.0608405 +2010-08-17 13:30:00,439,21.1,1.0,402.9336027 +2010-08-17 14:30:00,259,20.7,2.0,399.1991063 +2010-08-17 15:30:00,178,20.2,3.0,395.1384731 +2010-08-17 16:30:00,91,20.4,2.0,397.6832591 +2010-08-17 17:30:00,15,19.7,1.0,396.0020467 +2010-08-17 18:30:00,0,18.8,2.0,390.2004859 +2010-08-17 19:30:00,0,18.1,3.0,377.3709061 +2010-08-17 20:30:00,0,18.0,4.0,376.0387979 +2010-08-17 21:30:00,0,17.3,4.0,362.5845053000001 +2010-08-17 22:30:00,0,17.5,4.0,345.3589685 +2010-08-17 23:30:00,0,17.4,4.0,333.08979280000005 +2010-08-18 00:30:00,0,17.0,4.0,325.80453910000006 +2010-08-18 01:30:00,0,16.6,3.0,320.2280587 +2010-08-18 02:30:00,0,16.1,3.0,322.2216275 +2010-08-18 03:30:00,0,16.3,3.0,323.2781271 +2010-08-18 04:30:00,10,16.3,3.0,325.639174 +2010-08-18 05:30:00,83,16.3,3.0,329.3231421 +2010-08-18 06:30:00,269,17.2,4.0,337.8624149 +2010-08-18 07:30:00,252,17.7,4.0,357.4122508 +2010-08-18 08:30:00,320,18.9,4.0,377.3020039 +2010-08-18 09:30:00,496,20.5,4.0,396.2822488 +2010-08-18 10:30:00,395,21.1,3.0,413.2275835 +2010-08-18 11:30:00,739,22.6,5.0,419.7778809 +2010-08-18 12:30:00,587,22.1,5.0,408.7030092 +2010-08-18 13:30:00,591,23.9,5.0,395.6988772 +2010-08-18 14:30:00,480,24.0,5.0,388.5606148 +2010-08-18 15:30:00,329,24.0,4.0,382.7039323 +2010-08-18 16:30:00,168,22.9,4.0,382.8279562 +2010-08-18 17:30:00,25,21.5,3.0,382.2583651 +2010-08-18 18:30:00,0,20.0,3.0,381.3258893 +2010-08-18 19:30:00,0,19.0,4.0,377.3295648 +2010-08-18 20:30:00,0,18.9,4.0,379.8421964 +2010-08-18 21:30:00,0,18.6,4.0,366.4430255 +2010-08-18 22:30:00,0,18.4,3.0,347.7521698000001 +2010-08-18 23:30:00,0,18.6,3.0,333.3102797 +2010-08-19 00:30:00,0,17.7,3.0,325.6116131 +2010-08-19 01:30:00,0,17.6,3.0,324.8582830000001 +2010-08-19 02:30:00,0,16.7,5.0,326.9758756 +2010-08-19 03:30:00,0,15.5,2.0,334.9639312 +2010-08-19 04:30:00,9,15.3,5.0,358.4963112 +2010-08-19 05:30:00,81,15.3,3.0,409.0842677 +2010-08-19 06:30:00,168,15.6,4.0,447.2606507 +2010-08-19 07:30:00,336,17.0,5.0,475.4921572 +2010-08-19 08:30:00,427,17.0,3.0,492.9887091 +2010-08-19 09:30:00,580,18.6,5.0,507.6878338 +2010-08-19 10:30:00,528,18.8,6.0,509.695183 +2010-08-19 11:30:00,683,19.4,5.0,506.4108474 +2010-08-19 12:30:00,641,21.1,6.0,496.8701967 +2010-08-19 13:30:00,558,20.1,6.0,501.5417623 +2010-08-19 14:30:00,403,21.2,5.0,487.9037306 +2010-08-19 15:30:00,174,20.0,5.0,472.6579822 +2010-08-19 16:30:00,86,18.9,3.0,475.9652852 +2010-08-19 17:30:00,12,18.3,2.0,472.70851039999985 +2010-08-19 18:30:00,0,17.4,2.0,465.2211438 +2010-08-19 19:30:00,0,17.4,2.0,450.0029562 +2010-08-19 20:30:00,0,17.5,1.0,442.2078266 +2010-08-19 21:30:00,0,17.1,1.0,416.7967147 +2010-08-19 22:30:00,0,16.9,1.0,386.0479832 +2010-08-19 23:30:00,0,16.9,1.0,367.8807837 +2010-08-20 00:30:00,0,16.5,1.0,355.7723797 +2010-08-20 01:30:00,0,16.1,1.0,347.6924546 +2010-08-20 02:30:00,0,15.1,1.0,347.4857481 +2010-08-20 03:30:00,0,14.2,0.0,351.6290639 +2010-08-20 04:30:00,4,13.7,1.0,373.5307598 +2010-08-20 05:30:00,42,13.9,1.0,417.9450838 +2010-08-20 06:30:00,88,14.7,1.0,449.19450430000006 +2010-08-20 07:30:00,131,15.3,2.0,472.0837976 +2010-08-20 08:30:00,316,16.3,1.0,481.5922939 +2010-08-20 09:30:00,365,16.9,2.0,493.296472 +2010-08-20 10:30:00,390,18.5,2.0,505.68507810000006 +2010-08-20 11:30:00,391,18.3,1.0,505.5243064 +2010-08-20 12:30:00,367,19.3,1.0,497.2790161 +2010-08-20 13:30:00,319,19.3,1.0,488.5468173 +2010-08-20 14:30:00,252,20.0,1.0,478.0323497 +2010-08-20 15:30:00,171,19.4,2.0,468.6892185 +2010-08-20 16:30:00,113,19.6,1.0,463.82472689999986 +2010-08-20 17:30:00,16,18.1,2.0,460.2464087 +2010-08-20 18:30:00,0,17.3,2.0,454.5688718 +2010-08-20 19:30:00,0,16.5,1.0,441.5096182 +2010-08-20 20:30:00,0,16.8,1.0,438.0828847 +2010-08-20 21:30:00,0,16.5,2.0,411.6198667 +2010-08-20 22:30:00,0,16.0,1.0,381.592311 +2010-08-20 23:30:00,0,15.5,1.0,360.7838625 +2010-08-21 00:30:00,0,15.6,2.0,351.42695089999995 +2010-08-21 01:30:00,0,14.9,1.0,346.4384355 +2010-08-21 02:30:00,0,14.9,2.0,346.42465510000005 +2010-08-21 03:30:00,0,15.3,2.0,350.6322795 +2010-08-21 04:30:00,12,15.2,1.0,371.40398010000007 +2010-08-21 05:30:00,145,15.8,1.0,419.7732875 +2010-08-21 06:30:00,300,16.4,1.0,450.0534844 +2010-08-21 07:30:00,460,18.2,2.0,473.4250928 +2010-08-21 08:30:00,587,19.2,2.0,486.5210942 +2010-08-21 09:30:00,678,19.6,1.0,494.6607345 +2010-08-21 10:30:00,675,20.3,1.0,507.7613294 +2010-08-21 11:30:00,710,21.8,3.0,508.9969746 +2010-08-21 12:30:00,666,22.9,3.0,502.1572881 +2010-08-21 13:30:00,593,22.4,3.0,492.8830591 +2010-08-21 14:30:00,470,22.7,2.0,485.0006535 +2010-08-21 15:30:00,317,22.4,3.0,474.0589925 +2010-08-21 16:30:00,153,22.2,2.0,469.079664 +2010-08-21 17:30:00,16,21.2,1.0,466.84723439999993 +2010-08-21 18:30:00,0,19.7,1.0,461.6520125 +2010-08-21 19:30:00,0,18.7,2.0,451.1467318 +2010-08-21 20:30:00,0,17.8,2.0,447.1044725 +2010-08-21 21:30:00,0,17.2,3.0,421.1329565 +2010-08-21 22:30:00,0,16.4,3.0,390.8481661 +2010-08-21 23:30:00,0,16.3,2.0,366.7875363 +2010-08-22 00:30:00,0,16.3,3.0,353.2230002 +2010-08-22 01:30:00,0,16.0,3.0,345.3589685 +2010-08-22 02:30:00,0,15.5,2.0,347.1412374 +2010-08-22 03:30:00,0,15.0,2.0,353.3608045 +2010-08-22 04:30:00,11,15.4,2.0,375.9101806000001 +2010-08-22 05:30:00,142,16.3,2.0,424.58725080000005 +2010-08-22 06:30:00,306,18.0,1.0,453.9900938 +2010-08-22 07:30:00,460,19.7,2.0,476.4843481 +2010-08-22 08:30:00,588,21.5,2.0,487.4995047000001 +2010-08-22 09:30:00,680,22.1,3.0,498.1425897 +2010-08-22 10:30:00,728,22.1,3.0,510.5955044 +2010-08-22 11:30:00,729,23.2,3.0,512.5155776 +2010-08-22 12:30:00,678,23.6,3.0,511.39936280000006 +2010-08-22 13:30:00,588,24.0,3.0,502.4512706 +2010-08-22 14:30:00,465,23.9,3.0,495.2395126 +2010-08-22 15:30:00,312,23.4,1.0,486.0387792 +2010-08-22 16:30:00,144,22.5,2.0,484.6377688 +2010-08-22 17:30:00,14,21.5,1.0,480.2188445000001 +2010-08-22 18:30:00,0,20.3,2.0,471.7806282 +2010-08-22 19:30:00,0,19.8,3.0,459.9616132 +2010-08-22 20:30:00,0,19.2,3.0,448.4090198 +2010-08-22 21:30:00,0,18.7,2.0,420.0534895 +2010-08-22 22:30:00,0,18.1,3.0,388.6800452 +2010-08-22 23:30:00,0,17.1,2.0,368.413627 +2010-08-23 00:30:00,0,17.1,3.0,355.4554298 +2010-08-23 01:30:00,0,16.8,2.0,352.198655 +2010-08-23 02:30:00,0,16.5,2.0,351.95060730000006 +2010-08-23 03:30:00,0,16.6,2.0,359.29557610000006 +2010-08-23 04:30:00,9,16.4,2.0,382.0103173 +2010-08-23 05:30:00,139,17.5,2.0,433.0070932 +2010-08-23 06:30:00,302,18.6,2.0,464.3989115 +2010-08-23 07:30:00,453,20.6,2.0,489.9478276 +2010-08-23 08:30:00,581,21.1,3.0,500.4025801 +2010-08-23 09:30:00,624,22.2,2.0,514.3116269 +2010-08-23 10:30:00,703,23.1,2.0,517.2790127000002 +2010-08-23 11:30:00,703,24.0,3.0,513.5537032999998 +2010-08-23 12:30:00,571,24.4,3.0,504.4907742 +2010-08-23 13:30:00,494,24.2,3.0,493.45265020000005 +2010-08-23 14:30:00,329,24.0,1.0,488.2114935 +2010-08-23 15:30:00,163,23.9,1.0,480.3888031 +2010-08-23 16:30:00,121,23.7,1.0,475.143053 +2010-08-23 17:30:00,8,22.6,1.0,468.9602336 +2010-08-23 18:30:00,0,21.6,1.0,459.0888527 +2010-08-23 19:30:00,0,20.8,2.0,444.757206 +2010-08-23 20:30:00,0,20.7,1.0,438.1563803 +2010-08-23 21:30:00,0,20.1,1.0,412.9979097 +2010-08-23 22:30:00,0,19.7,1.0,387.1320436 +2010-08-23 23:30:00,0,19.8,0.0,359.9478498000001 +2010-08-24 00:30:00,0,19.8,0.0,355.6391689 +2010-08-24 01:30:00,0,19.9,2.0,349.8330146 +2010-08-24 02:30:00,0,19.7,0.0,350.2188666 +2010-08-24 03:30:00,0,19.5,0.0,349.7457385 +2010-08-24 04:30:00,8,19.6,0.0,353.3332437 +2010-08-24 05:30:00,132,20.2,0.0,361.1605276 +2010-08-24 06:30:00,297,21.6,0.0,378.9878098 +2010-08-24 07:30:00,439,23.5,1.0,397.92211989999987 +2010-08-24 08:30:00,488,23.8,2.0,414.2748961 +2010-08-24 09:30:00,653,24.7,2.0,424.5367226 +2010-08-24 10:30:00,699,25.6,3.0,434.4861926 +2010-08-24 11:30:00,699,26.0,3.0,434.20599060000006 +2010-08-24 12:30:00,669,26.6,3.0,427.5684171 +2010-08-24 13:30:00,579,26.3,3.0,419.3369072 +2010-08-24 14:30:00,453,27.0,2.0,411.661208 +2010-08-24 15:30:00,300,26.5,2.0,408.2895963 +2010-08-24 16:30:00,139,26.4,1.0,404.4816043 +2010-08-24 17:30:00,9,25.3,0.0,400.8068231 +2010-08-24 18:30:00,0,24.2,0.9,395.68050330000005 +2010-08-24 19:30:00,0,23.4,1.1,387.9772433 +2010-08-24 20:30:00,0,22.8,1.3,379.2542314 +2010-08-24 21:30:00,0,21.0,1.2,365.1338848 +2010-08-24 22:30:00,0,18.7,1.2,349.9111037 +2010-08-24 23:30:00,0,16.0,1.2,336.98506089999995 +2010-08-25 00:30:00,0,13.9,1.3,324.9363721 +2010-08-25 01:30:00,0,12.3,1.3,317.4903467 +2010-08-25 02:30:00,0,12.1,1.2,313.53077 +2010-08-25 03:30:00,0,11.8,1.1,312.0149227 +2010-08-25 04:30:00,3,10.9,1.0,314.0636133 +2010-08-25 05:30:00,70,11.5,1.0,319.883548 +2010-08-25 06:30:00,211,12.9,1.0,330.4301700000001 +2010-08-25 07:30:00,238,14.7,2.0,352.36861360000006 +2010-08-25 08:30:00,306,15.2,1.0,365.1614456 +2010-08-25 09:30:00,562,16.5,2.0,380.8343874 +2010-08-25 10:30:00,661,17.7,2.0,398.1977284 +2010-08-25 11:30:00,603,17.6,2.0,401.5142185 +2010-08-25 12:30:00,479,17.5,1.0,394.5091668 +2010-08-25 13:30:00,487,19.1,2.0,382.0884064 +2010-08-25 14:30:00,322,18.5,3.0,376.2638783 +2010-08-25 15:30:00,158,15.6,2.0,375.7999371 +2010-08-25 16:30:00,130,16.6,1.0,382.9657604 +2010-08-25 17:30:00,8,15.2,1.0,391.5969027 +2010-08-25 18:30:00,0,13.3,1.0,388.8637842 +2010-08-25 19:30:00,0,12.7,0.0,389.295571 +2010-08-25 20:30:00,0,12.2,0.0,384.1003491 +2010-08-25 21:30:00,0,12.1,0.4,372.4283254 +2010-08-25 22:30:00,0,11.9,0.7,351.5096335 +2010-08-25 23:30:00,0,11.4,1.1,341.0227267 +2010-08-26 00:30:00,0,10.7,1.5,331.8633346000001 +2010-08-26 01:30:00,0,10.5,1.9,326.3787237 +2010-08-26 02:30:00,0,11.9,2.2,327.9221318 +2010-08-26 03:30:00,0,11.8,2.0,339.8651706 +2010-08-26 04:30:00,3,11.4,3.0,366.0893279 +2010-08-26 05:30:00,128,11.3,0.0,422.2307974 +2010-08-26 06:30:00,269,13.2,3.0,461.9505885 +2010-08-26 07:30:00,319,14.6,4.0,484.39431460000014 +2010-08-26 08:30:00,305,15.3,4.0,492.2905007 +2010-08-26 09:30:00,353,17.2,5.0,507.4627535 +2010-08-26 10:30:00,379,17.3,5.0,522.0608217 +2010-08-26 11:30:00,379,17.0,5.0,516.250074 +2010-08-26 12:30:00,353,15.7,3.0,513.0943556 +2010-08-26 13:30:00,161,15.6,3.0,506.40166039999986 +2010-08-26 14:30:00,125,15.7,2.0,498.087468 +2010-08-26 15:30:00,82,15.6,3.0,487.6740568 +2010-08-26 16:30:00,69,16.0,3.0,485.3176034 +2010-08-26 17:30:00,3,16.0,3.0,478.4227952 +2010-08-26 18:30:00,0,15.7,2.0,468.5606012 +2010-08-26 19:30:00,0,15.4,3.0,459.8146219 +2010-08-26 20:30:00,0,15.2,2.0,447.5776006 +2010-08-26 21:30:00,0,15.3,2.4,420.356659 +2010-08-26 22:30:00,0,15.2,2.3,388.2758193 +2010-08-26 23:30:00,0,15.1,2.1,375.6024176 +2010-08-27 00:30:00,0,14.6,2.0,365.482989 +2010-08-27 01:30:00,0,14.3,1.8,358.4871243 +2010-08-27 02:30:00,0,13.3,1.7,357.8761919 +2010-08-27 03:30:00,0,12.8,1.0,362.3548315 +2010-08-27 04:30:00,1,12.7,2.0,385.5472942 +2010-08-27 05:30:00,35,13.5,4.0,438.3447129 +2010-08-27 06:30:00,152,13.7,4.0,469.6216942 +2010-08-27 07:30:00,234,15.1,7.0,490.9767664 +2010-08-27 08:30:00,303,15.6,5.0,499.78705430000014 +2010-08-27 09:30:00,351,15.2,5.0,512.1710669 +2010-08-27 10:30:00,199,15.1,5.0,521.1053786 +2010-08-27 11:30:00,199,14.3,4.0,521.6565958000001 +2010-08-27 12:30:00,185,14.4,4.0,520.4990397 +2010-08-27 13:30:00,160,14.6,5.0,510.6046914 +2010-08-27 14:30:00,124,14.6,4.0,501.3212754 +2010-08-27 15:30:00,80,15.0,3.0,485.0328078 +2010-08-27 16:30:00,35,14.9,3.0,480.696566 +2010-08-27 17:30:00,1,15.0,4.0,474.4264706 +2010-08-27 18:30:00,0,15.0,4.0,464.394318 +2010-08-27 19:30:00,0,15.1,4.0,457.9037357 +2010-08-27 20:30:00,0,15.1,3.0,447.62353539999987 +2010-08-27 21:30:00,0,15.2,3.1,419.9799939 +2010-08-27 22:30:00,0,15.4,3.1,391.4866593 +2010-08-27 23:30:00,0,15.3,3.1,370.0580915 +2010-08-28 00:30:00,0,15.2,3.1,358.340133 +2010-08-28 01:30:00,0,15.2,3.1,350.9859772 +2010-08-28 02:30:00,0,14.2,3.1,351.8908921000001 +2010-08-28 03:30:00,0,12.2,3.0,356.6083924 +2010-08-28 04:30:00,1,11.2,3.0,379.2588249 +2010-08-28 05:30:00,34,10.2,3.0,432.9198172 +2010-08-28 06:30:00,80,10.2,3.0,466.5670324 +2010-08-28 07:30:00,233,10.4,3.0,486.847231 +2010-08-28 08:30:00,300,11.2,3.0,493.4159024 +2010-08-28 09:30:00,349,12.8,3.0,502.8554966 +2010-08-28 10:30:00,650,14.9,5.0,511.3212737 +2010-08-28 11:30:00,649,15.4,4.0,518.4136014 +2010-08-28 12:30:00,605,16.3,4.0,519.3966054 +2010-08-28 13:30:00,521,16.6,4.0,505.0052435 +2010-08-28 14:30:00,402,16.7,4.0,496.429223 +2010-08-28 15:30:00,237,15.9,2.0,496.1122731 +2010-08-28 16:30:00,85,14.5,1.0,487.6556829 +2010-08-28 17:30:00,1,12.7,1.0,479.5941317 +2010-08-28 18:30:00,0,11.8,1.0,473.2183863 +2010-08-28 19:30:00,0,11.2,1.0,463.8706617 +2010-08-28 20:30:00,0,11.9,2.0,453.2275767 +2010-08-28 21:30:00,0,11.0,2.1,423.8477011 +2010-08-28 22:30:00,0,11.0,2.1,392.8463284 +2010-08-28 23:30:00,0,10.1,2.1,369.2680136 +2010-08-29 00:30:00,0,9.3,2.1,360.9492277 +2010-08-29 01:30:00,0,8.5,2.1,353.5537305000001 +2010-08-29 02:30:00,0,8.2,2.1,351.50504 +2010-08-29 03:30:00,0,7.3,2.0,360.5817496 +2010-08-29 04:30:00,1,8.2,3.0,380.8619482 +2010-08-29 05:30:00,85,8.2,3.0,430.1683247 +2010-08-29 06:30:00,236,8.9,3.0,458.9418614 +2010-08-29 07:30:00,310,10.8,3.6,479.0061667 +2010-08-29 08:30:00,299,11.9,4.0,488.3906391 +2010-08-29 09:30:00,347,13.4,4.0,502.9703335 +2010-08-29 10:30:00,372,13.4,4.0,516.7599499 +2010-08-29 11:30:00,371,14.0,3.0,513.8660597 +2010-08-29 12:30:00,346,14.6,3.0,513.4526468 +2010-08-29 13:30:00,471,14.3,3.0,507.448973 +2010-08-29 14:30:00,418,16.1,3.0,496.6680837 +2010-08-29 15:30:00,268,15.4,3.0,486.56243550000005 +2010-08-29 16:30:00,114,14.5,2.0,479.529823 +2010-08-29 17:30:00,1,12.7,1.0,473.6272057 +2010-08-29 18:30:00,0,10.8,1.0,467.0998756 +2010-08-29 19:30:00,0,10.1,1.0,464.1646442 +2010-08-29 20:30:00,0,10.2,1.0,453.4894048000001 +2010-08-29 21:30:00,0,9.9,1.4,419.8881244 +2010-08-29 22:30:00,0,9.6,1.2,391.5096267 +2010-08-29 23:30:00,0,9.4,1.1,371.0962172 +2010-08-30 00:30:00,0,9.3,0.9,359.8238259 +2010-08-30 01:30:00,0,9.1,0.8,351.8311769 +2010-08-30 02:30:00,0,9.0,0.6,352.8784895 +2010-08-30 03:30:00,0,8.9,0.0,360.0121585 +2010-08-30 04:30:00,1,9.0,0.0,377.1641997 +2010-08-30 05:30:00,61,9.5,0.0,428.6892253 +2010-08-30 06:30:00,78,10.8,0.0,461.4912409 +2010-08-30 07:30:00,121,11.3,0.0,481.10538539999993 +2010-08-30 08:30:00,157,11.4,2.0,491.7944052 +2010-08-30 09:30:00,345,12.1,2.0,503.0254552 +2010-08-30 10:30:00,370,13.7,1.0,511.99192130000006 +2010-08-30 11:30:00,370,14.5,1.0,515.8734089 +2010-08-30 12:30:00,462,15.9,1.0,505.29463260000006 +2010-08-30 13:30:00,294,16.6,2.0,493.3194394 +2010-08-30 14:30:00,304,16.0,1.0,483.82013 +2010-08-30 15:30:00,144,16.1,0.0,476.32357639999987 +2010-08-30 16:30:00,58,15.3,2.0,469.2496226 +2010-08-30 17:30:00,0,14.0,2.0,459.0107636 +2010-08-30 18:30:00,0,12.6,3.0,452.6993269 +2010-08-30 19:30:00,0,11.8,3.0,446.3327685 +2010-08-30 20:30:00,0,11.4,3.0,433.8568864 +2010-08-30 21:30:00,0,10.8,3.2,408.2528485 +2010-08-30 22:30:00,0,10.7,3.2,384.5459164 +2010-08-30 23:30:00,0,11.0,3.3,365.6896954 +2010-08-31 00:30:00,0,10.9,3.4,352.1389398 +2010-08-31 01:30:00,0,10.6,3.5,347.889974 +2010-08-31 02:30:00,0,10.2,3.5,344.8031579 +2010-08-31 03:30:00,0,10.1,3.0,344.1371038000001 +2010-08-31 04:30:00,1,10.0,5.0,348.3539152 +2010-08-31 05:30:00,103,11.9,5.0,359.2128936000001 +2010-08-31 06:30:00,229,13.1,4.0,374.7893723 +2010-08-31 07:30:00,227,15.8,3.0,401.123773 +2010-08-31 08:30:00,294,17.0,4.0,424.1600575 +2010-08-31 09:30:00,343,18.3,3.0,434.5229404 +2010-08-31 10:30:00,367,17.7,5.0,442.7039221 +2010-08-31 11:30:00,367,18.3,4.0,446.2546794 +2010-08-31 12:30:00,341,18.0,3.0,432.0838044 +2010-08-31 13:30:00,292,18.2,4.0,418.9510552 +2010-08-31 14:30:00,223,18.6,3.0,413.4296965 +2010-08-31 15:30:00,141,19.0,2.0,411.8725079 +2010-08-31 16:30:00,56,17.8,3.0,411.0043409 +2010-08-31 17:30:00,0,16.8,3.0,408.3493115 +2010-08-31 18:30:00,0,16.5,2.0,403.8109567 +2010-08-31 19:30:00,0,16.5,4.0,398.5192718 +2010-08-31 20:30:00,0,15.6,4.0,388.3401279 +2010-08-31 21:30:00,0,15.2,3.9,370.9216651 +2010-08-31 22:30:00,0,14.9,3.7,350.7149621000001 +2010-08-31 23:30:00,0,15.2,3.5,335.1292964 +2010-09-01 00:30:00,0,15.2,3.2,320.4990738 +2010-09-01 01:30:00,0,14.7,3.0,311.4269578 +2010-09-01 02:30:00,0,14.8,2.8,309.2955847 +2010-09-01 03:30:00,0,14.5,2.0,311.9276467 +2010-09-01 04:30:00,0,14.4,2.0,313.241381 +2010-09-01 05:30:00,30,14.4,3.0,322.7039425 +2010-09-01 06:30:00,75,14.4,3.0,328.9694444 +2010-09-01 07:30:00,119,14.8,4.0,351.8449573000001 +2010-09-01 08:30:00,463,15.7,5.0,371.1513389 +2010-09-01 09:30:00,622,17.5,7.0,388.99699510000005 +2010-09-01 10:30:00,683,18.5,8.0,402.8279527 +2010-09-01 11:30:00,365,17.7,6.0,408.7856917 +2010-09-01 12:30:00,339,17.1,7.0,394.0176649 +2010-09-01 13:30:00,289,17.7,7.0,386.2455027 +2010-09-01 14:30:00,221,17.1,5.0,390.9400356 +2010-09-01 15:30:00,186,16.7,6.0,389.3598797 +2010-09-01 16:30:00,71,16.1,4.0,388.0369585 +2010-09-01 17:30:00,0,15.0,2.0,397.9313068 +2010-09-01 18:30:00,0,14.1,2.0,401.10080560000006 +2010-09-01 19:30:00,0,14.3,1.0,408.3217506 +2010-09-01 20:30:00,0,13.9,1.0,396.3695248 +2010-09-01 21:30:00,0,13.2,1.5,380.5174375 +2010-09-01 22:30:00,0,12.3,1.5,359.0475284 +2010-09-01 23:30:00,0,11.7,1.5,346.0112422 +2010-09-02 00:30:00,0,11.4,1.5,335.6805136000001 +2010-09-02 01:30:00,0,11.0,1.5,330.4715111999999 +2010-09-02 02:30:00,0,10.5,1.5,330.1086266000001 +2010-09-02 03:30:00,0,10.7,1.0,339.2726122 +2010-09-02 04:30:00,0,10.9,1.0,361.858736 +2010-09-02 05:30:00,88,11.4,1.0,424.2243662 +2010-09-02 06:30:00,190,12.2,0.0,462.3318471 +2010-09-02 07:30:00,222,13.1,1.0,487.2560504 +2010-09-02 08:30:00,505,13.7,2.0,495.0144322 +2010-09-02 09:30:00,588,15.7,3.0,510.1040024 +2010-09-02 10:30:00,575,16.0,2.0,522.7085019 +2010-09-02 11:30:00,487,16.3,2.0,515.1568265999998 +2010-09-02 12:30:00,584,18.6,2.0,512.7452513999998 +2010-09-02 13:30:00,454,17.7,3.0,506.2362952 +2010-09-02 14:30:00,217,14.8,4.0,498.0047854 +2010-09-02 15:30:00,71,12.8,4.0,491.02729460000006 +2010-09-02 16:30:00,50,11.7,3.0,489.5252278 +2010-09-02 17:30:00,0,11.4,2.0,487.2101157 +2010-09-02 18:30:00,0,11.2,1.0,480.22803139999985 +2010-09-02 19:30:00,0,10.9,1.0,472.1205454 +2010-09-02 20:30:00,0,10.9,1.0,453.1357071000001 +2010-09-02 21:30:00,0,9.7,1.4,423.6869294 +2010-09-02 22:30:00,0,8.5,1.7,392.60746760000006 +2010-09-02 23:30:00,0,9.0,2.1,377.3157844 +2010-09-03 00:30:00,0,9.2,2.5,366.3879038 +2010-09-03 01:30:00,0,9.3,2.9,359.0199676000001 +2010-09-03 02:30:00,0,9.3,3.2,358.6341155 +2010-09-03 03:30:00,0,9.4,3.0,362.745277 +2010-09-03 04:30:00,0,9.4,4.0,381.7668631 +2010-09-03 05:30:00,53,9.6,4.0,433.6042452 +2010-09-03 06:30:00,139,10.4,4.0,467.6097515 +2010-09-03 07:30:00,221,10.9,3.0,494.279476 +2010-09-03 08:30:00,152,11.7,4.0,502.8371226 +2010-09-03 09:30:00,337,13.2,3.0,512.1986277 +2010-09-03 10:30:00,361,13.6,3.0,522.7406562 +2010-09-03 11:30:00,484,15.0,3.0,519.0612816 +2010-09-03 12:30:00,449,16.9,4.0,514.389716 +2010-09-03 13:30:00,284,15.8,4.0,506.6497081 +2010-09-03 14:30:00,215,15.4,2.0,497.7934855 +2010-09-03 15:30:00,132,15.0,3.0,488.7259629 +2010-09-03 16:30:00,64,14.4,2.0,482.7085087 +2010-09-03 17:30:00,0,13.9,1.0,481.0272963000001 +2010-09-03 18:30:00,0,13.5,1.2,476.2454873 +2010-09-03 19:30:00,0,13.2,1.0,469.773279 +2010-09-03 20:30:00,0,12.9,1.1,450.90327760000014 +2010-09-03 21:30:00,0,12.4,1.6,416.443017 +2010-09-03 22:30:00,0,11.8,2.2,386.5808264 +2010-09-03 23:30:00,0,11.2,3.0,366.7416015 +2010-09-04 00:30:00,0,10.7,3.5,354.1049477 +2010-09-04 01:30:00,0,10.3,4.0,348.1012740000001 +2010-09-04 02:30:00,0,10.1,4.0,347.4306264 +2010-09-04 03:30:00,0,10.0,4.0,355.4508363 +2010-09-04 04:30:00,0,9.6,4.0,381.5371893 +2010-09-04 05:30:00,27,9.7,4.0,446.1674033 +2010-09-04 06:30:00,72,9.8,5.0,474.555088 +2010-09-04 07:30:00,115,9.7,4.0,486.2408921 +2010-09-04 08:30:00,151,9.4,3.0,500.4393279 +2010-09-04 09:30:00,176,9.5,4.0,514.8352831999998 +2010-09-04 10:30:00,359,10.1,4.0,525.9285289 +2010-09-04 11:30:00,357,11.3,3.0,524.7571924 +2010-09-04 12:30:00,330,12.1,4.0,520.8894852 +2010-09-04 13:30:00,444,12.0,4.0,511.3672085 +2010-09-04 14:30:00,386,12.4,4.0,505.983654 +2010-09-04 15:30:00,174,12.1,3.0,492.1343225 +2010-09-04 16:30:00,45,11.7,3.0,488.8683607 +2010-09-04 17:30:00,0,11.4,3.0,484.6331754 +2010-09-04 18:30:00,0,10.7,4.0,477.7980824 +2010-09-04 19:30:00,0,10.0,3.0,474.94094 +2010-09-04 20:30:00,0,9.8,2.0,457.3800794 +2010-09-04 21:30:00,0,9.8,2.0,426.4797631 +2010-09-04 22:30:00,0,9.7,2.0,397.32496789999993 +2010-09-04 23:30:00,0,9.8,3.0,373.2229968 +2010-09-05 00:30:00,0,9.6,3.0,361.3121123 +2010-09-05 01:30:00,0,9.3,3.0,354.9914887 +2010-09-05 02:30:00,0,9.1,3.0,353.6088523 +2010-09-05 03:30:00,0,8.7,3.0,362.745277 +2010-09-05 04:30:00,0,8.3,2.0,386.9988328 +2010-09-05 05:30:00,50,8.2,3.0,447.4535767 +2010-09-05 06:30:00,135,8.8,3.0,474.9133791 +2010-09-05 07:30:00,216,9.2,2.0,491.2248141 +2010-09-05 08:30:00,284,10.1,3.0,501.6014775 +2010-09-05 09:30:00,175,10.2,2.0,513.8476858 +2010-09-05 10:30:00,356,10.5,2.0,522.1159434 +2010-09-05 11:30:00,355,11.2,2.0,524.0130492 +2010-09-05 12:30:00,328,12.0,2.0,525.8504398 +2010-09-05 13:30:00,147,11.5,2.0,518.9556316000002 +2010-09-05 14:30:00,209,10.3,1.0,511.4820454 +2010-09-05 15:30:00,67,11.0,2.0,499.9707933 +2010-09-05 16:30:00,22,10.4,3.0,498.9051068 +2010-09-05 17:30:00,0,10.1,2.0,492.36399630000005 +2010-09-05 18:30:00,0,9.9,2.0,508.0690924 +2010-09-05 19:30:00,0,9.8,3.0,578.836191 +2010-09-05 20:30:00,0,9.6,3.0,573.553693 +2010-09-05 21:30:00,0,9.5,3.0,459.5803546 +2010-09-05 22:30:00,0,9.4,3.0,399.4379671 +2010-09-05 23:30:00,0,9.4,3.0,380.7700787 +2010-09-06 00:30:00,0,9.3,4.0,367.2193231 +2010-09-06 01:30:00,0,8.8,3.0,363.0760073 +2010-09-06 02:30:00,0,8.6,3.0,363.4251115 +2010-09-06 03:30:00,0,8.2,3.0,371.624467 +2010-09-06 04:30:00,0,8.1,2.0,393.7328693 +2010-09-06 05:30:00,25,8.4,2.0,450.4209625 +2010-09-06 06:30:00,70,8.8,2.0,482.1481046 +2010-09-06 07:30:00,113,8.9,2.0,500.4439214 +2010-09-06 08:30:00,149,9.3,2.0,509.1899006 +2010-09-06 09:30:00,174,9.1,2.0,518.6846165 +2010-09-06 10:30:00,187,9.5,2.0,525.8917811000001 +2010-09-06 11:30:00,352,10.7,2.0,525.6069856 +2010-09-06 12:30:00,325,11.5,2.0,519.8054248 +2010-09-06 13:30:00,479,12.8,3.0,511.2615585 +2010-09-06 14:30:00,326,13.9,3.0,504.7985371 +2010-09-06 15:30:00,165,13.6,2.0,493.8614696 +2010-09-06 16:30:00,39,13.4,1.0,489.3644561 +2010-09-06 17:30:00,0,12.0,2.0,477.7108063 +2010-09-06 18:30:00,0,10.5,1.0,470.843559 +2010-09-06 19:30:00,0,10.0,2.0,468.9280793 +2010-09-06 20:30:00,0,9.9,1.0,453.9717199 +2010-09-06 21:30:00,0,9.8,1.0,422.4604712 +2010-09-06 22:30:00,0,9.4,1.0,395.3176187 +2010-09-06 23:30:00,0,8.8,1.0,374.1325052 +2010-09-07 00:30:00,0,8.6,1.0,360.5404083 +2010-09-07 01:30:00,0,8.6,2.0,349.4517561 +2010-09-07 02:30:00,0,8.2,2.0,346.87481569999994 +2010-09-07 03:30:00,0,7.9,2.0,347.5868046 +2010-09-07 04:30:00,0,8.0,2.0,350.8711403 +2010-09-07 05:30:00,62,8.6,3.0,367.2790383 +2010-09-07 06:30:00,131,9.7,3.0,382.6120628 +2010-09-07 07:30:00,112,10.9,3.0,410.8206018 +2010-09-07 08:30:00,148,10.4,4.0,435.17980760000006 +2010-09-07 09:30:00,173,11.0,5.0,447.1412203 +2010-09-07 10:30:00,351,11.2,6.0,450.10860610000015 +2010-09-07 11:30:00,185,12.1,6.0,439.7365363 +2010-09-07 12:30:00,170,11.9,7.0,433.6501799 +2010-09-07 13:30:00,144,11.0,6.0,424.9639159 +2010-09-07 14:30:00,107,11.1,7.0,419.6906049 +2010-09-07 15:30:00,64,11.3,5.0,412.6717728 +2010-09-07 16:30:00,19,11.1,5.0,413.8936376 +2010-09-07 17:30:00,0,11.3,5.0,412.0654339 +2010-09-07 18:30:00,0,11.7,7.0,410.6138954 +2010-09-07 19:30:00,0,11.8,5.0,402.7223028 +2010-09-07 20:30:00,0,11.9,5.0,382.276739 +2010-09-07 21:30:00,0,11.8,4.0,367.8072881 +2010-09-07 22:30:00,0,11.5,4.0,353.7466566 +2010-09-07 23:30:00,0,10.9,4.0,339.1761492 +2010-09-08 00:30:00,0,10.6,5.0,330.1867157 +2010-09-08 01:30:00,0,9.9,4.0,321.4315495 +2010-09-08 02:30:00,0,9.8,4.0,320.0351327 +2010-09-08 03:30:00,0,9.6,4.0,315.9010038 +2010-09-08 04:30:00,0,9.5,5.0,313.8247525 +2010-09-08 05:30:00,23,9.3,4.0,327.0631517 +2010-09-08 06:30:00,68,9.4,5.0,336.4108763000001 +2010-09-08 07:30:00,111,9.5,5.0,356.9437162 +2010-09-08 08:30:00,146,9.7,5.0,377.099891 +2010-09-08 09:30:00,172,10.0,5.0,394.9547341 +2010-09-08 10:30:00,184,10.2,4.0,418.5835771 +2010-09-08 11:30:00,183,10.4,4.0,421.224826 +2010-09-08 12:30:00,169,10.9,3.0,414.0635962 +2010-09-08 13:30:00,142,11.2,2.0,399.1853259 +2010-09-08 14:30:00,200,12.0,2.0,388.4825257 +2010-09-08 15:30:00,117,12.5,2.0,378.4090318 +2010-09-08 16:30:00,35,12.0,3.0,384.0957557 +2010-09-08 17:30:00,0,11.6,2.0,395.3084317 +2010-09-08 18:30:00,0,11.1,2.0,397.0217985 +2010-09-08 19:30:00,0,10.7,2.0,404.0222566 +2010-09-08 20:30:00,0,10.7,2.0,392.6993371 +2010-09-08 21:30:00,0,10.5,2.0,377.8899689 +2010-09-08 22:30:00,0,10.4,1.0,356.18579260000007 +2010-09-08 23:30:00,0,10.0,1.0,343.6318214 +2010-09-09 00:30:00,0,9.9,1.0,334.0819838 +2010-09-09 01:30:00,0,9.8,2.0,331.3258979 +2010-09-09 02:30:00,0,9.8,2.0,328.6708685 +2010-09-09 03:30:00,0,9.9,2.0,335.6437658000001 +2010-09-09 04:30:00,0,10.2,2.0,356.6589206000001 +2010-09-09 05:30:00,42,10.5,3.0,423.1219318 +2010-09-09 06:30:00,126,10.9,4.0,458.0369465 +2010-09-09 07:30:00,110,11.4,4.0,479.30933610000005 +2010-09-09 08:30:00,145,11.0,4.0,496.8656032 +2010-09-09 09:30:00,170,11.1,4.0,508.0690924 +2010-09-09 10:30:00,183,11.6,4.0,520.9216395 +2010-09-09 11:30:00,182,12.0,3.0,521.4452959 +2010-09-09 12:30:00,317,13.7,3.0,514.5413007 +2010-09-09 13:30:00,141,14.8,3.0,510.9583891 +2010-09-09 14:30:00,104,15.2,3.0,496.3006056 +2010-09-09 15:30:00,60,15.8,2.0,484.3300059 +2010-09-09 16:30:00,17,15.7,2.0,482.6166392 +2010-09-09 17:30:00,0,15.2,2.0,482.1113568 +2010-09-09 18:30:00,0,15.1,1.0,480.4622987 +2010-09-09 19:30:00,0,14.9,2.0,477.283613 +2010-09-09 20:30:00,0,14.9,1.0,449.89271270000006 +2010-09-09 21:30:00,0,14.7,1.0,418.3814641 +2010-09-09 22:30:00,0,14.5,1.0,394.5734755 +2010-09-09 23:30:00,0,14.3,1.0,375.0190461 +2010-09-10 00:30:00,0,14.1,0.0,363.3424289 +2010-09-10 01:30:00,0,14.0,1.0,364.2427503 +2010-09-10 02:30:00,0,14.0,0.0,369.0291528 +2010-09-10 03:30:00,0,13.9,1.0,375.1155091 +2010-09-10 04:30:00,0,13.9,1.0,393.5307563 +2010-09-10 05:30:00,41,13.9,1.0,445.87342080000013 +2010-09-10 06:30:00,125,14.9,2.0,482.68094789999986 +2010-09-10 07:30:00,206,15.2,2.0,501.4131449 +2010-09-10 08:30:00,273,15.8,2.0,515.1889808999998 +2010-09-10 09:30:00,321,16.4,2.0,525.515116 +2010-09-10 10:30:00,344,16.9,1.0,533.5215455 +2010-09-10 11:30:00,341,17.1,2.0,529.7870492 +2010-09-10 12:30:00,314,16.8,1.0,522.0608217 +2010-09-10 13:30:00,263,16.9,2.0,513.9074009999998 +2010-09-10 14:30:00,261,17.5,1.0,503.6272006 +2010-09-10 15:30:00,150,18.0,1.0,485.7447967 +2010-09-10 16:30:00,51,18.5,1.0,486.3970703 +2010-09-10 17:30:00,0,17.7,1.0,487.1641809 +2010-09-10 18:30:00,0,15.6,0.0,487.5592199 +2010-09-10 19:30:00,0,15.1,0.0,480.7470943 +2010-09-10 20:30:00,0,15.3,1.0,453.7971678 +2010-09-10 21:30:00,0,15.0,2.0,425.72183949999993 +2010-09-10 22:30:00,0,15.0,3.0,395.657536 +2010-09-10 23:30:00,0,14.5,2.0,377.3249713 +2010-09-11 00:30:00,0,14.7,3.0,371.2615824 +2010-09-11 01:30:00,0,14.6,3.0,366.3924973 +2010-09-11 02:30:00,0,14.6,3.0,367.1733883 +2010-09-11 03:30:00,0,14.5,2.0,381.5739371 +2010-09-11 04:30:00,0,14.3,3.0,402.2491747 +2010-09-11 05:30:00,74,14.9,3.0,460.3290913 +2010-09-11 06:30:00,231,16.0,2.0,496.2822317 +2010-09-11 07:30:00,384,16.9,2.0,516.2179196000002 +2010-09-11 08:30:00,495,18.6,2.0,521.7668392 +2010-09-11 09:30:00,581,18.0,2.0,530.6689966 +2010-09-11 10:30:00,623,20.6,2.0,533.8752432 +2010-09-11 11:30:00,590,19.8,2.0,529.5114406 +2010-09-11 12:30:00,541,19.7,1.0,523.5261406999998 +2010-09-11 13:30:00,351,21.2,1.0,509.2082745 +2010-09-11 14:30:00,302,20.2,2.0,509.1577463 +2010-09-11 15:30:00,197,20.3,2.0,502.2078164 +2010-09-11 16:30:00,50,19.4,3.0,503.0116748 +2010-09-11 17:30:00,0,17.3,3.0,497.9542572 +2010-09-11 18:30:00,0,16.5,3.0,492.2078181 +2010-09-11 19:30:00,0,16.4,3.0,490.6735969 +2010-09-11 20:30:00,0,16.3,3.0,463.3883466 +2010-09-11 21:30:00,0,16.1,3.0,430.8481593 +2010-09-11 22:30:00,0,16.3,3.0,400.9032861 +2010-09-11 23:30:00,0,15.5,2.0,383.0162887 +2010-09-12 00:30:00,0,15.6,3.0,368.2666357 +2010-09-12 01:30:00,0,15.2,4.0,362.0011338 +2010-09-12 02:30:00,0,15.0,3.0,366.9299341 +2010-09-12 03:30:00,0,14.8,4.0,372.7406818 +2010-09-12 04:30:00,0,14.4,3.0,391.059466 +2010-09-12 05:30:00,70,14.8,3.0,451.9781511 +2010-09-12 06:30:00,228,15.7,3.0,487.444383 +2010-09-12 07:30:00,380,17.1,3.0,502.7360662 +2010-09-12 08:30:00,506,18.2,3.0,508.5560009 +2010-09-12 09:30:00,595,19.2,3.0,516.5486499 +2010-09-12 10:30:00,638,19.7,3.0,527.0217763 +2010-09-12 11:30:00,634,20.7,3.0,528.2895758000002 +2010-09-12 12:30:00,582,21.1,3.0,519.0888424 +2010-09-12 13:30:00,486,21.9,4.0,508.2436445 +2010-09-12 14:30:00,354,21.6,3.0,502.1572881 +2010-09-12 15:30:00,198,21.4,3.0,491.41774010000006 +2010-09-12 16:30:00,46,20.4,3.0,569.1347687000001 +2010-09-12 17:30:00,0,19.3,2.0,483.62261050000006 +2010-09-12 18:30:00,0,18.0,2.0,479.7778707 +2010-09-12 19:30:00,0,17.3,3.0,475.3911007 +2010-09-12 20:30:00,0,16.7,3.0,451.610673 +2010-09-12 21:30:00,0,16.5,3.0,420.6644219 +2010-09-12 22:30:00,0,15.8,3.0,392.8187675 +2010-09-12 23:30:00,0,15.6,3.0,372.2951146 +2010-09-13 00:30:00,0,15.5,5.0,360.2510193 +2010-09-13 01:30:00,0,15.6,3.0,355.5105515 +2010-09-13 02:30:00,0,15.7,5.0,357.54546160000007 +2010-09-13 03:30:00,0,15.9,3.0,364.6745371 +2010-09-13 04:30:00,0,15.3,3.0,383.4251081000001 +2010-09-13 05:30:00,36,15.6,4.0,443.0851806 +2010-09-13 06:30:00,118,16.3,3.0,480.4393313 +2010-09-13 07:30:00,200,17.1,4.0,497.8072659 +2010-09-13 08:30:00,141,17.8,4.0,506.15820610000014 +2010-09-13 09:30:00,165,19.0,4.0,515.0511766 +2010-09-13 10:30:00,178,19.5,4.0,517.715393 +2010-09-13 11:30:00,334,20.8,5.0,517.5867756 +2010-09-13 12:30:00,306,21.7,5.0,538.8591652000001 +2010-09-13 13:30:00,255,22.1,4.0,502.8922444 +2010-09-13 14:30:00,185,21.8,3.0,492.5569223 +2010-09-13 15:30:00,102,21.2,3.0,548.2941659 +2010-09-13 16:30:00,12,20.8,3.0,509.2266484 +2010-09-13 17:30:00,0,19.7,3.0,477.1090609 +2010-09-13 18:30:00,0,19.3,2.7,473.2643211 +2010-09-13 19:30:00,0,18.9,2.6,470.6827873 +2010-09-13 20:30:00,0,18.5,2.6,444.1278998 +2010-09-13 21:30:00,0,17.0,2.6,417.9680512 +2010-09-13 22:30:00,0,15.1,2.3,392.3088916 +2010-09-13 23:30:00,0,12.8,1.8,372.887673 +2010-09-14 00:30:00,0,11.1,1.5,360.3750431 +2010-09-14 01:30:00,0,10.1,1.2,351.0273185 +2010-09-14 02:30:00,0,10.2,1.0,353.2046263000001 +2010-09-14 03:30:00,0,10.3,1.0,356.0709557 +2010-09-14 04:30:00,0,10.5,1.0,361.5831274 +2010-09-14 05:30:00,64,10.5,0.0,373.7099053 +2010-09-14 06:30:00,220,11.4,1.0,388.5698017 +2010-09-14 07:30:00,370,12.4,1.0,412.837138 +2010-09-14 08:30:00,483,13.9,3.0,439.0750756 +2010-09-14 09:30:00,583,14.0,3.0,453.6869243 +2010-09-14 10:30:00,450,14.5,3.0,457.6143467 +2010-09-14 11:30:00,576,14.9,4.0,449.0750739 +2010-09-14 12:30:00,572,16.4,3.0,438.98320610000013 +2010-09-14 13:30:00,461,15.9,4.0,427.8072778 +2010-09-14 14:30:00,182,16.1,4.0,423.2505492 +2010-09-14 15:30:00,100,15.5,3.0,419.9432461 +2010-09-14 16:30:00,19,14.7,1.0,420.3842198 +2010-09-14 17:30:00,0,14.0,1.0,425.244118 +2010-09-14 18:30:00,0,13.7,2.0,424.8536725 +2010-09-14 19:30:00,0,13.2,2.0,420.443935 +2010-09-14 20:30:00,0,13.2,2.0,399.7181692 +2010-09-14 21:30:00,0,12.2,3.0,379.3323205 +2010-09-14 22:30:00,0,10.9,2.0,360.5450017 +2010-09-14 23:30:00,0,10.0,2.0,345.0879534 +2010-09-15 00:30:00,0,10.1,4.0,328.1012774 +2010-09-15 01:30:00,0,9.8,4.0,321.7668733 +2010-09-15 02:30:00,0,9.4,2.0,319.8927349 +2010-09-15 03:30:00,0,9.1,3.0,320.7057802 +2010-09-15 04:30:00,0,8.9,3.0,323.4756466 +2010-09-15 05:30:00,33,8.9,1.0,326.9207539 +2010-09-15 06:30:00,115,9.2,2.0,331.2845566000001 +2010-09-15 07:30:00,196,9.6,2.0,354.1416955 +2010-09-15 08:30:00,456,11.4,2.0,375.9285545 +2010-09-15 09:30:00,309,11.4,4.0,392.1481199 +2010-09-15 10:30:00,446,13.1,2.0,413.22299 +2010-09-15 11:30:00,443,13.5,2.0,412.7590489 +2010-09-15 12:30:00,301,14.9,3.0,397.5224874 +2010-09-15 13:30:00,250,14.1,3.0,390.9262552 +2010-09-15 14:30:00,179,14.0,2.0,385.1430683 +2010-09-15 15:30:00,96,13.4,2.0,381.9551956 +2010-09-15 16:30:00,30,13.2,1.0,386.7829394 +2010-09-15 17:30:00,0,11.0,1.0,397.9818351 +2010-09-15 18:30:00,0,10.8,1.0,407.3754945 +2010-09-15 19:30:00,0,10.4,1.0,412.8325445 +2010-09-15 20:30:00,0,9.6,2.0,394.8077428 +2010-09-15 21:30:00,0,10.1,2.0,385.593229 +2010-09-15 22:30:00,0,8.8,1.0,374.7664049 +2010-09-15 23:30:00,0,8.4,1.0,366.6910733 +2010-09-16 00:30:00,0,8.4,1.0,360.3704496 +2010-09-16 01:30:00,0,8.4,1.0,353.2046263000001 +2010-09-16 02:30:00,0,8.7,1.0,356.3649382 +2010-09-16 03:30:00,0,8.4,1.0,363.6180375 +2010-09-16 04:30:00,0,8.4,2.0,392.6993371 +2010-09-16 05:30:00,58,8.4,1.0,456.8334557 +2010-09-16 06:30:00,213,10.2,1.0,499.1715284 +2010-09-16 07:30:00,365,11.9,2.0,513.6455728 +2010-09-16 08:30:00,491,14.0,4.0,523.2918734 +2010-09-16 09:30:00,578,14.9,4.0,531.4498876 +2010-09-16 10:30:00,616,16.1,3.0,546.7691317000001 +2010-09-16 11:30:00,616,16.5,5.0,540.9767578999998 +2010-09-16 12:30:00,558,17.6,4.0,538.9969695 +2010-09-16 13:30:00,461,17.3,3.0,521.7989936 +2010-09-16 14:30:00,329,18.1,5.0,514.8215028 +2010-09-16 15:30:00,175,17.4,4.0,496.7921076 +2010-09-16 16:30:00,28,16.2,2.0,490.72412520000006 +2010-09-16 17:30:00,0,14.4,1.0,489.5711626 +2010-09-16 18:30:00,0,13.7,2.0,495.9882492 +2010-09-16 19:30:00,0,14.2,2.0,493.52614580000005 +2010-09-16 20:30:00,0,13.5,2.0,465.1568351 +2010-09-16 21:30:00,0,13.4,2.0,433.37457130000007 +2010-09-16 22:30:00,0,14.1,2.0,400.6919862 +2010-09-16 23:30:00,0,12.8,2.0,382.0332847 +2010-09-17 00:30:00,0,12.0,2.0,373.3424272 +2010-09-17 01:30:00,0,12.5,2.0,370.4852849 +2010-09-17 02:30:00,0,13.3,2.0,375.0144527 +2010-09-17 03:30:00,0,12.6,3.0,385.6299768 +2010-09-17 04:30:00,0,12.3,4.0,402.2997029 +2010-09-17 05:30:00,54,11.9,2.0,459.8192154 +2010-09-17 06:30:00,175,12.6,2.0,494.3024434 +2010-09-17 07:30:00,257,14.6,4.0,512.7039101 +2010-09-17 08:30:00,258,14.4,4.0,523.8476841 +2010-09-17 09:30:00,304,15.6,6.0,533.2689043 +2010-09-17 10:30:00,327,16.1,5.0,542.5661007 +2010-09-17 11:30:00,323,16.8,6.0,545.933119 +2010-09-17 12:30:00,295,17.1,5.0,538.5559958 +2010-09-17 13:30:00,129,16.6,5.0,528.7856713 +2010-09-17 14:30:00,91,16.4,3.0,525.1706053 +2010-09-17 15:30:00,48,16.3,2.0,515.9698718999998 +2010-09-17 16:30:00,7,15.9,3.0,511.00891730000006 +2010-09-17 17:30:00,0,13.2,1.0,510.4301393 +2010-09-17 18:30:00,0,13.0,2.0,510.0626612 +2010-09-17 19:30:00,0,11.9,3.0,501.0732277 +2010-09-17 20:30:00,0,11.7,1.0,477.0998739 +2010-09-17 21:30:00,0,11.3,2.0,444.77558 +2010-09-17 22:30:00,0,10.7,3.0,423.8385142 +2010-09-17 23:30:00,0,10.5,2.0,401.10080560000006 +2010-09-18 00:30:00,0,9.1,3.0,388.9832146 +2010-09-18 01:30:00,0,8.6,4.0,385.0420118 +2010-09-18 02:30:00,0,8.4,4.0,387.7980977 +2010-09-18 03:30:00,0,7.7,4.0,393.7558367 +2010-09-18 04:30:00,0,7.5,5.0,418.6754466 +2010-09-18 05:30:00,14,7.6,3.0,470.96298939999986 +2010-09-18 06:30:00,57,7.4,5.0,508.0415315 +2010-09-18 07:30:00,100,7.6,3.0,521.0456634 +2010-09-18 08:30:00,135,7.8,4.0,527.0034024 +2010-09-18 09:30:00,159,8.1,3.0,533.5858542 +2010-09-18 10:30:00,171,9.0,3.0,539.5481867000002 +2010-09-18 11:30:00,170,8.3,4.0,539.9570061000002 +2010-09-18 12:30:00,293,8.5,5.0,531.4636681 +2010-09-18 13:30:00,440,8.8,3.0,526.3327548000002 +2010-09-18 14:30:00,228,7.8,4.0,515.8734089 +2010-09-18 15:30:00,160,8.9,2.0,504.2656938 +2010-09-18 16:30:00,18,8.4,2.0,502.0011099 +2010-09-18 17:30:00,0,6.9,4.0,500.3750193 +2010-09-18 18:30:00,0,5.9,3.0,506.6864559 +2010-09-18 19:30:00,0,5.5,3.0,500.3382714 +2010-09-18 20:30:00,0,5.1,2.0,473.0989559 +2010-09-18 21:30:00,0,4.6,1.0,438.1150391 +2010-09-18 22:30:00,0,4.3,1.0,409.5619893 +2010-09-18 23:30:00,0,3.9,1.0,389.8284143 +2010-09-19 00:30:00,0,3.7,1.0,376.4246499 +2010-09-19 01:30:00,0,3.6,1.0,365.7218497 +2010-09-19 02:30:00,0,3.7,1.0,370.2004893 +2010-09-19 03:30:00,0,3.5,1.0,380.29235710000006 +2010-09-19 04:30:00,0,3.8,1.0,399.9662169 +2010-09-19 05:30:00,35,3.9,1.0,459.5390134 +2010-09-19 06:30:00,107,4.7,1.0,490.1269732 +2010-09-19 07:30:00,187,6.2,2.0,500.806806 +2010-09-19 08:30:00,341,7.4,3.0,504.4769938 +2010-09-19 09:30:00,548,9.0,2.0,515.1797938999998 +2010-09-19 10:30:00,510,9.0,3.0,530.7654596 +2010-09-19 11:30:00,428,9.0,3.0,537.9909981000002 +2010-09-19 12:30:00,290,9.2,2.0,543.7925589 +2010-09-19 13:30:00,320,10.5,3.0,519.4287597 +2010-09-19 14:30:00,167,10.2,2.0,509.7227439 +2010-09-19 15:30:00,85,10.4,3.0,498.5514091 +2010-09-19 16:30:00,10,9.7,2.0,501.201845 +2010-09-19 17:30:00,0,8.2,2.0,498.078281 +2010-09-19 18:30:00,0,7.3,2.0,505.1706087 +2010-09-19 19:30:00,0,6.8,2.0,500.8113995 +2010-09-19 20:30:00,0,6.6,2.0,471.8219695 +2010-09-19 21:30:00,0,6.6,2.0,439.5941385 +2010-09-19 22:30:00,0,7.2,2.0,412.6074642 +2010-09-19 23:30:00,0,6.6,3.0,390.2372337 +2010-09-20 00:30:00,0,6.3,2.0,381.7944239 +2010-09-20 01:30:00,0,6.7,2.0,376.6267629 +2010-09-20 02:30:00,0,6.6,2.0,373.4802315 +2010-09-20 03:30:00,0,6.6,2.0,385.0236379 +2010-09-20 04:30:00,0,6.5,2.0,404.8628628 +2010-09-20 05:30:00,24,6.2,2.0,464.5183419 +2010-09-20 06:30:00,105,7.3,3.0,505.4232499 +2010-09-20 07:30:00,185,8.7,5.0,522.777404 +2010-09-20 08:30:00,251,10.4,4.0,525.032801 +2010-09-20 09:30:00,297,11.7,4.0,530.4668837 +2010-09-20 10:30:00,319,12.4,6.0,538.5559958 +2010-09-20 11:30:00,316,12.4,5.0,539.9340387 +2010-09-20 12:30:00,524,12.9,4.0,526.3740961 +2010-09-20 13:30:00,429,13.6,6.0,516.8242585 +2010-09-20 14:30:00,307,13.9,5.0,505.2257304 +2010-09-20 15:30:00,152,13.5,4.0,493.36537410000005 +2010-09-20 16:30:00,13,12.8,3.0,492.40074410000005 +2010-09-20 17:30:00,0,10.6,1.0,486.0801205 +2010-09-20 18:30:00,0,10.6,2.0,490.1545341 +2010-09-20 19:30:00,0,10.2,2.0,480.3244944 +2010-09-20 20:30:00,0,9.3,2.0,451.8265663 +2010-09-20 21:30:00,0,8.9,2.0,426.1352524 +2010-09-20 22:30:00,0,8.7,2.0,398.4365892 +2010-09-20 23:30:00,0,8.6,2.0,369.281794 +2010-09-21 00:30:00,0,8.6,2.0,358.36310039999995 +2010-09-21 01:30:00,0,8.4,2.0,352.3594267 +2010-09-21 02:30:00,0,8.4,2.0,350.7057751000001 +2010-09-21 03:30:00,0,8.1,2.0,354.8950257 +2010-09-21 04:30:00,0,8.2,2.0,360.4485387 +2010-09-21 05:30:00,43,8.3,2.0,372.3134885 +2010-09-21 06:30:00,193,9.3,2.0,388.7305734 +2010-09-21 07:30:00,318,10.6,2.0,406.7599686 +2010-09-21 08:30:00,394,12.8,2.0,425.7907417 +2010-09-21 09:30:00,396,13.9,3.0,437.82565 +2010-09-21 10:30:00,426,13.9,3.0,449.8559649 +2010-09-21 11:30:00,313,15.2,4.0,449.5665759 +2010-09-21 12:30:00,284,15.8,4.0,431.5555546 +2010-09-21 13:30:00,367,15.8,3.0,417.2606558 +2010-09-21 14:30:00,294,16.5,4.0,408.6524809 +2010-09-21 15:30:00,147,16.0,4.0,405.5886321 +2010-09-21 16:30:00,11,14.8,3.0,406.8288708 +2010-09-21 17:30:00,0,13.2,3.0,411.4039733 +2010-09-21 18:30:00,0,12.3,2.0,420.1040178 +2010-09-21 19:30:00,0,11.8,2.0,417.4995166 +2010-09-21 20:30:00,0,11.5,2.0,397.7475678 +2010-09-21 21:30:00,0,10.9,1.0,379.4012227 +2010-09-21 22:30:00,0,11.1,1.0,360.6322778 +2010-09-21 23:30:00,0,11.2,1.0,340.958418 +2010-09-22 00:30:00,0,11.9,2.0,329.9662288 +2010-09-22 01:30:00,0,11.4,2.0,320.2923674 +2010-09-22 02:30:00,0,11.5,0.0,318.6662767 +2010-09-22 03:30:00,0,10.5,1.0,320.7103737 +2010-09-22 04:30:00,0,10.7,0.0,325.5105566000001 +2010-09-22 05:30:00,21,9.9,1.0,329.66305939999995 +2010-09-22 06:30:00,101,11.8,1.0,342.4191436000001 +2010-09-22 07:30:00,243,13.5,1.0,364.86286960000007 +2010-09-22 08:30:00,391,16.0,2.0,383.5123841 +2010-09-22 09:30:00,534,17.1,3.0,397.3571223 +2010-09-22 10:30:00,574,17.2,2.0,415.7631825 +2010-09-22 11:30:00,581,18.1,3.0,429.4976772 +2010-09-22 12:30:00,526,19.2,2.0,421.7530758 +2010-09-22 13:30:00,427,19.3,2.0,414.8766415 +2010-09-22 14:30:00,297,19.3,1.0,403.09896789999993 +2010-09-22 15:30:00,142,20.5,0.0,390.8343857 +2010-09-22 16:30:00,9,17.8,0.0,400.7792622 +2010-09-22 17:30:00,0,16.4,0.0,403.6088437 +2010-09-22 18:30:00,0,15.5,2.0,413.8614832 +2010-09-22 19:30:00,0,14.8,2.0,417.1963472 +2010-09-22 20:30:00,0,14.0,2.0,401.3947881 +2010-09-22 21:30:00,0,13.6,2.0,391.3029203 +2010-09-22 22:30:00,0,13.8,1.0,368.9786246000001 +2010-09-22 23:30:00,0,13.8,2.0,353.4251132 +2010-09-23 00:30:00,0,13.4,1.0,344.0544212 +2010-09-23 01:30:00,0,13.1,1.0,338.6800537 +2010-09-23 02:30:00,0,13.0,1.0,342.1756893 +2010-09-23 03:30:00,0,12.9,1.0,352.9427982 +2010-09-23 04:30:00,0,12.9,1.0,380.0259355 +2010-09-23 05:30:00,36,12.7,1.0,449.0888544 +2010-09-23 06:30:00,185,13.6,1.0,489.3736431 +2010-09-23 07:30:00,283,14.8,1.0,505.97906060000014 +2010-09-23 08:30:00,457,17.6,2.0,504.4678068 +2010-09-23 09:30:00,546,18.9,2.0,514.0865464999998 +2010-09-23 10:30:00,587,19.1,3.0,534.0727627 +2010-09-23 11:30:00,580,19.7,2.0,528.5284366000002 +2010-09-23 12:30:00,524,19.9,3.0,519.8008313 +2010-09-23 13:30:00,426,19.8,4.0,512.3410255 +2010-09-23 14:30:00,292,20.0,2.0,503.9946787 +2010-09-23 15:30:00,137,19.4,3.0,492.3180615 +2010-09-23 16:30:00,6,18.0,3.0,489.681406 +2010-09-23 17:30:00,0,16.1,3.0,489.006165 +2010-09-23 18:30:00,0,15.4,2.0,496.5945881 +2010-09-23 19:30:00,0,15.5,2.0,489.8605516 +2010-09-23 20:30:00,0,15.1,2.0,459.4471438 +2010-09-23 21:30:00,0,15.1,1.0,426.6635022 +2010-09-23 22:30:00,0,14.7,1.0,395.7861533 +2010-09-23 23:30:00,0,13.9,2.0,371.4453214 +2010-09-24 00:30:00,0,14.0,1.0,362.9703573000001 +2010-09-24 01:30:00,0,14.1,1.0,356.0433948000001 +2010-09-24 02:30:00,0,13.3,2.0,360.4163844 +2010-09-24 03:30:00,0,12.5,2.0,370.63686960000007 +2010-09-24 04:30:00,0,12.1,2.0,391.6014962 +2010-09-24 05:30:00,34,11.5,2.0,453.39294180000013 +2010-09-24 06:30:00,180,12.4,2.0,490.8022143 +2010-09-24 07:30:00,329,13.9,3.0,500.37961270000005 +2010-09-24 08:30:00,453,15.3,4.0,507.7108012 +2010-09-24 09:30:00,542,16.6,5.0,516.6405195 +2010-09-24 10:30:00,565,17.1,5.0,524.6515423999998 +2010-09-24 11:30:00,557,18.3,7.0,520.2050571999998 +2010-09-24 12:30:00,276,17.4,7.0,517.3892561000001 +2010-09-24 13:30:00,299,17.6,5.0,508.21149010000005 +2010-09-24 14:30:00,152,17.5,5.0,497.7934855 +2010-09-24 15:30:00,70,16.6,3.0,485.8688205 +2010-09-24 16:30:00,1,15.3,3.0,481.5004244 +2010-09-24 17:30:00,0,13.3,2.0,480.3199009 +2010-09-24 18:30:00,0,10.6,5.0,490.7930273 +2010-09-24 19:30:00,0,9.3,3.0,486.7645484 +2010-09-24 20:30:00,0,9.3,2.0,456.5670341 +2010-09-24 21:30:00,0,9.3,2.0,424.9271681 +2010-09-24 22:30:00,0,8.7,2.0,392.8601088 +2010-09-24 23:30:00,0,8.9,3.0,369.378257 +2010-09-25 00:30:00,0,8.4,1.0,357.2376986999999 +2010-09-25 01:30:00,0,8.1,2.0,353.3608045 +2010-09-25 02:30:00,0,7.9,3.0,358.6892373 +2010-09-25 03:30:00,0,7.7,2.0,366.0342061 +2010-09-25 04:30:00,0,7.7,3.0,388.2574453 +2010-09-25 05:30:00,9,7.6,3.0,449.4563325 +2010-09-25 06:30:00,94,7.5,3.0,489.690593 +2010-09-25 07:30:00,234,8.0,4.0,501.0961951000001 +2010-09-25 08:30:00,417,9.1,4.0,503.0346421 +2010-09-25 09:30:00,285,9.7,4.0,507.8302316000001 +2010-09-25 10:30:00,486,10.5,3.0,514.9133723 +2010-09-25 11:30:00,479,11.2,3.0,523.9211797 +2010-09-25 12:30:00,367,11.6,4.0,520.3244876 +2010-09-25 13:30:00,220,11.3,5.0,516.3097892 +2010-09-25 14:30:00,271,11.4,4.0,504.0589874 +2010-09-25 15:30:00,122,10.5,3.0,492.4834267 +2010-09-25 16:30:00,3,9.7,2.0,491.9000552 +2010-09-25 17:30:00,0,8.3,1.0,491.8954617 +2010-09-25 18:30:00,0,8.0,1.4,503.5169572 +2010-09-25 19:30:00,0,7.7,1.4,488.0736892 +2010-09-25 20:30:00,0,7.8,1.4,458.3125551 +2010-09-25 21:30:00,0,8.7,1.1,423.6364012 +2010-09-25 22:30:00,0,9.9,1.0,394.876645 +2010-09-25 23:30:00,0,11.2,1.1,373.3929555 +2010-09-26 00:30:00,0,12.0,1.0,362.8233661 +2010-09-26 01:30:00,0,12.6,1.1,355.4783972 +2010-09-26 02:30:00,0,12.3,1.4,359.3644783000001 +2010-09-26 03:30:00,0,12.2,1.3,368.2620422 +2010-09-26 04:30:00,0,11.9,2.0,392.6166545 +2010-09-26 05:30:00,8,11.7,1.0,457.3203642 +2010-09-26 06:30:00,92,11.7,2.0,498.28039400000006 +2010-09-26 07:30:00,325,12.7,2.0,511.0961934 +2010-09-26 08:30:00,320,12.4,3.0,513.7925640999998 +2010-09-26 09:30:00,447,14.0,3.0,522.198626 +2010-09-26 10:30:00,528,14.9,4.0,535.0144253999998 +2010-09-26 11:30:00,547,15.9,4.0,531.472855 +2010-09-26 12:30:00,504,15.1,3.0,521.4544827999998 +2010-09-26 13:30:00,291,15.8,2.0,512.6533819 +2010-09-26 14:30:00,145,14.6,1.0,502.0654186 +2010-09-26 15:30:00,63,13.7,1.0,490.6919708 +2010-09-26 16:30:00,0,12.8,1.0,486.567029 +2010-09-26 17:30:00,0,12.5,1.0,489.2909605 +2010-09-26 18:30:00,0,12.4,1.0,501.3396493 +2010-09-26 19:30:00,0,11.9,1.0,493.5491132 +2010-09-26 20:30:00,0,11.9,1.0,464.2657007 +2010-09-26 21:30:00,0,12.3,1.0,432.8325411 +2010-09-26 22:30:00,0,11.8,1.0,401.28454460000006 +2010-09-26 23:30:00,0,11.9,1.0,376.3924956 +2010-09-27 00:30:00,0,12.1,2.0,362.5661314 +2010-09-27 01:30:00,0,12.3,1.0,358.45497 +2010-09-27 02:30:00,0,12.1,1.0,362.4512945 +2010-09-27 03:30:00,0,12.2,2.0,372.3548298 +2010-09-27 04:30:00,0,11.8,1.0,396.4613943 +2010-09-27 05:30:00,7,11.7,2.0,458.918894 +2010-09-27 06:30:00,48,12.0,2.0,498.7581155 +2010-09-27 07:30:00,90,12.5,3.0,505.5794281 +2010-09-27 08:30:00,124,13.0,4.0,509.7640852 +2010-09-27 09:30:00,148,13.9,3.0,516.0755219 +2010-09-27 10:30:00,301,14.6,3.0,518.8959164 +2010-09-27 11:30:00,297,14.8,4.0,518.5192513000002 +2010-09-27 12:30:00,266,14.8,4.0,508.0507185 +2010-09-27 13:30:00,287,15.8,4.0,493.61342189999993 +2010-09-27 14:30:00,248,15.9,4.0,479.5849447 +2010-09-27 15:30:00,96,14.7,1.0,471.7025391 +2010-09-27 16:30:00,0,14.2,1.0,473.5353362 +2010-09-27 17:30:00,0,13.8,1.0,472.3318453 +2010-09-27 18:30:00,0,14.0,2.0,480.9354268 +2010-09-27 19:30:00,0,13.6,2.0,471.3075001 +2010-09-27 20:30:00,0,13.3,1.0,447.214716 +2010-09-27 21:30:00,0,13.5,2.0,420.6093002 +2010-09-27 22:30:00,0,12.2,2.0,392.0654373 +2010-09-27 23:30:00,0,12.1,2.0,366.456806 +2010-09-28 00:30:00,0,11.8,1.0,350.8895142 +2010-09-28 01:30:00,0,11.5,1.0,342.924426 +2010-09-28 02:30:00,0,10.4,3.0,344.2151929 +2010-09-28 03:30:00,0,9.3,1.0,346.925344 +2010-09-28 04:30:00,0,9.5,2.0,351.9643877 +2010-09-28 05:30:00,12,9.7,2.0,367.7062316 +2010-09-28 06:30:00,89,9.9,2.0,387.2836283 +2010-09-28 07:30:00,167,10.4,2.0,409.95243480000005 +2010-09-28 08:30:00,233,10.7,3.0,431.2707591 +2010-09-28 09:30:00,374,11.3,2.0,440.6781989 +2010-09-28 10:30:00,473,12.7,3.0,448.3309307 +2010-09-28 11:30:00,294,13.0,2.0,440.7241337 +2010-09-28 12:30:00,264,12.9,3.0,428.44117760000006 +2010-09-28 13:30:00,211,12.7,2.0,421.1053957 +2010-09-28 14:30:00,139,12.2,2.0,416.5211061 +2010-09-28 15:30:00,58,11.6,1.0,408.5100831 +2010-09-28 16:30:00,0,10.9,1.0,409.8192239 +2010-09-28 17:30:00,0,10.2,1.0,414.8444872 +2010-09-28 18:30:00,0,10.1,1.0,431.5188068 +2010-09-28 19:30:00,0,9.7,0.0,423.1448992 +2010-09-28 20:30:00,0,9.8,1.0,402.7406767 +2010-09-28 21:30:00,0,9.6,1.0,386.1766005 +2010-09-28 22:30:00,0,8.7,1.0,363.6731592 +2010-09-28 23:30:00,0,7.7,1.0,351.9689812 +2010-09-29 00:30:00,0,7.4,1.0,335.2211659 +2010-09-29 01:30:00,0,7.4,1.0,327.8945709 +2010-09-29 02:30:00,0,7.5,2.0,327.2744516 +2010-09-29 03:30:00,0,7.6,2.0,330.9216719 +2010-09-29 04:30:00,0,8.0,2.0,332.2262193 +2010-09-29 05:30:00,6,8.1,2.0,336.4154698000001 +2010-09-29 06:30:00,46,8.1,2.0,346.6129876 +2010-09-29 07:30:00,87,8.4,4.0,367.6970446 +2010-09-29 08:30:00,122,8.5,4.0,389.5757731 +2010-09-29 09:30:00,276,9.0,4.0,406.9712685 +2010-09-29 10:30:00,296,9.6,2.0,427.9313017 +2010-09-29 11:30:00,291,8.8,2.0,437.0171982 +2010-09-29 12:30:00,488,9.6,3.0,426.6175674 +2010-09-29 13:30:00,379,10.2,2.0,415.6483456 +2010-09-29 14:30:00,183,9.8,2.0,405.1476584 +2010-09-29 15:30:00,74,9.2,2.0,405.7631842 +2010-09-29 16:30:00,0,9.0,2.0,405.4737952 +2010-09-29 17:30:00,0,7.7,1.0,416.8656169 +2010-09-29 18:30:00,0,7.7,2.0,430.7654767 +2010-09-29 19:30:00,0,7.5,3.0,422.7682341 +2010-09-29 20:30:00,0,6.9,2.0,405.5059495 +2010-09-29 21:30:00,0,6.8,2.0,397.6465113 +2010-09-29 22:30:00,0,6.9,1.0,376.599202 +2010-09-29 23:30:00,0,6.8,2.0,364.47701760000007 +2010-09-30 00:30:00,0,6.7,2.0,349.4104148 +2010-09-30 01:30:00,0,6.6,2.0,343.3699932 +2010-09-30 02:30:00,0,6.7,1.0,342.8325564 +2010-09-30 03:30:00,0,6.5,1.0,355.2716908000001 +2010-09-30 04:30:00,0,6.4,1.0,378.468747 +2010-09-30 05:30:00,17,5.7,1.0,448.41361330000007 +2010-09-30 06:30:00,154,5.7,1.0,491.252375 +2010-09-30 07:30:00,219,8.5,1.0,503.0254552 +2010-09-30 08:30:00,229,9.3,2.0,504.2105721 +2010-09-30 09:30:00,273,8.7,2.0,510.7195283 +2010-09-30 10:30:00,293,9.3,2.0,514.2427246999998 +2010-09-30 11:30:00,289,11.0,3.0,522.207813 +2010-09-30 12:30:00,258,10.3,3.0,520.7608679 +2010-09-30 13:30:00,108,10.0,3.0,509.5849396 +2010-09-30 14:30:00,70,10.2,2.0,498.54681560000006 +2010-09-30 15:30:00,28,9.9,2.0,490.7149382 +2010-09-30 16:30:00,0,9.8,2.0,487.26983089999993 +2010-09-30 17:30:00,0,9.9,3.0,487.26064389999993 +2010-09-30 18:30:00,0,9.7,3.0,505.21195 +2010-09-30 19:30:00,0,9.5,4.0,492.0654203 +2010-09-30 20:30:00,0,9.2,3.0,464.4586267 +2010-09-30 21:30:00,0,9.2,3.0,433.1816453 +2010-09-30 22:30:00,0,9.2,2.0,399.0750825 +2010-09-30 23:30:00,0,9.2,2.0,382.8463301000001 +2010-10-01 00:30:00,0,8.6,3.0,374.54591810000005 +2010-10-01 01:30:00,0,8.4,3.0,371.4591019 +2010-10-01 02:30:00,0,8.5,3.0,375.0603874 +2010-10-01 03:30:00,0,8.4,2.0,385.1935965 +2010-10-01 04:30:00,0,8.6,2.0,401.3901946 +2010-10-01 05:30:00,4,8.7,2.0,460.9767715 +2010-10-01 06:30:00,43,8.9,2.0,503.3056573 +2010-10-01 07:30:00,85,9.4,2.0,509.1393724 +2010-10-01 08:30:00,119,9.7,2.0,508.4687248 +2010-10-01 09:30:00,143,10.3,2.0,513.3975251 +2010-10-01 10:30:00,153,11.0,3.0,519.1761184999998 +2010-10-01 11:30:00,151,11.1,2.0,515.4462156000002 +2010-10-01 12:30:00,135,10.5,3.0,513.415899 +2010-10-01 13:30:00,106,10.3,3.0,504.0727678 +2010-10-01 14:30:00,69,10.0,3.0,496.0801187 +2010-10-01 15:30:00,26,9.4,2.0,487.4260091 +2010-10-01 16:30:00,0,9.4,2.0,486.16280300000005 +2010-10-01 17:30:00,0,9.3,1.0,487.12283960000013 +2010-10-01 18:30:00,0,9.4,1.0,508.3125466 +2010-10-01 19:30:00,0,9.1,1.0,497.490316 +2010-10-01 20:30:00,0,8.8,1.0,468.4273903 +2010-10-01 21:30:00,0,8.1,2.0,435.92395080000006 +2010-10-01 22:30:00,0,7.5,1.0,409.2358524 +2010-10-01 23:30:00,0,7.2,1.0,387.7475695 +2010-10-02 00:30:00,0,6.6,1.0,377.4030604 +2010-10-02 01:30:00,0,5.7,0.0,377.4122474 +2010-10-02 02:30:00,0,6.3,0.0,381.5280023 +2010-10-02 03:30:00,0,5.6,1.0,389.73195130000005 +2010-10-02 04:30:00,0,6.5,1.0,410.4577172 +2010-10-02 05:30:00,4,6.4,0.0,468.4503577 +2010-10-02 06:30:00,80,6.8,1.0,501.0916016 +2010-10-02 07:30:00,84,7.3,1.0,511.2431846 +2010-10-02 08:30:00,223,7.5,1.0,513.9441488 +2010-10-02 09:30:00,141,7.9,1.0,517.3157605 +2010-10-02 10:30:00,152,8.2,1.0,523.8476841 +2010-10-02 11:30:00,149,8.8,1.0,526.3465353 +2010-10-02 12:30:00,339,9.9,1.0,524.4815838000002 +2010-10-02 13:30:00,199,9.9,2.0,519.0704685 +2010-10-02 14:30:00,237,10.6,1.0,507.4168187 +2010-10-02 15:30:00,85,10.1,1.0,495.7953232 +2010-10-02 16:30:00,0,8.5,1.0,487.3295461 +2010-10-02 17:30:00,0,8.4,1.0,482.3272502 +2010-10-02 18:30:00,0,7.7,1.0,500.8986756 +2010-10-02 19:30:00,0,6.9,1.0,485.9147553 +2010-10-02 20:30:00,0,6.7,1.0,463.1127381 +2010-10-02 21:30:00,0,6.7,1.0,444.2794845 +2010-10-02 22:30:00,0,6.6,2.0,415.7034673 +2010-10-02 23:30:00,0,6.2,2.0,389.5803666000001 +2010-10-03 00:30:00,0,6.6,2.0,375.3405895 +2010-10-03 01:30:00,0,6.8,2.0,367.720012 +2010-10-03 02:30:00,0,6.5,2.0,368.6616747 +2010-10-03 03:30:00,0,6.2,2.0,367.8210685 +2010-10-03 04:30:00,0,6.1,2.0,362.7131226 +2010-10-03 05:30:00,8,7.0,2.0,359.2128936000001 +2010-10-03 06:30:00,79,6.7,2.0,372.97494910000006 +2010-10-03 07:30:00,157,7.4,2.0,389.73195130000005 +2010-10-03 08:30:00,117,7.8,1.0,405.8734276 +2010-10-03 09:30:00,140,8.2,1.0,423.1448992 +2010-10-03 10:30:00,286,9.7,2.0,434.5459078 +2010-10-03 11:30:00,279,9.8,2.0,439.2358473000001 +2010-10-03 12:30:00,249,11.1,2.0,427.8715865 +2010-10-03 13:30:00,195,12.4,4.0,420.3061307 +2010-10-03 14:30:00,124,11.8,3.0,414.0727832 +2010-10-03 15:30:00,44,10.9,2.0,409.0475199 +2010-10-03 16:30:00,0,10.1,3.0,416.8518364 +2010-10-03 17:30:00,0,9.8,3.0,422.8509167 +2010-10-03 18:30:00,0,9.2,3.0,440.7011663 +2010-10-03 19:30:00,0,9.3,2.0,436.2271202 +2010-10-03 20:30:00,0,9.1,2.0,421.6749867 +2010-10-03 21:30:00,0,9.5,4.0,411.1191778 +2010-10-03 22:30:00,0,9.5,4.0,388.427404 +2010-10-03 23:30:00,0,9.4,3.0,364.2657177 +2010-10-04 00:30:00,0,9.1,4.0,356.0433948000001 +2010-10-04 01:30:00,0,9.1,4.0,349.6354951 +2010-10-04 02:30:00,0,9.1,5.0,349.7916733 +2010-10-04 03:30:00,0,9.7,5.0,357.8256637 +2010-10-04 04:30:00,0,9.6,5.0,375.914774 +2010-10-04 05:30:00,3,9.9,6.0,417.1871602 +2010-10-04 06:30:00,40,10.5,5.0,451.9138424 +2010-10-04 07:30:00,81,10.8,5.0,470.6092917 +2010-10-04 08:30:00,115,11.2,5.0,477.3754825 +2010-10-04 09:30:00,263,12.0,6.0,485.8596336 +2010-10-04 10:30:00,149,12.2,4.0,492.92899389999985 +2010-10-04 11:30:00,277,13.6,5.0,489.6354712 +2010-10-04 12:30:00,246,13.9,4.0,484.7709797 +2010-10-04 13:30:00,193,14.5,4.0,472.8233473 +2010-10-04 14:30:00,163,14.4,4.0,468.8683641 +2010-10-04 15:30:00,41,13.8,4.0,458.9372679 +2010-10-04 16:30:00,0,13.2,4.0,456.4843515 +2010-10-04 17:30:00,0,13.0,5.0,462.9381859 +2010-10-04 18:30:00,0,12.8,4.0,480.310714 +2010-10-04 19:30:00,0,13.0,6.0,461.7806299 +2010-10-04 20:30:00,0,12.8,5.0,437.5638219 +2010-10-04 21:30:00,0,12.7,5.0,414.3667657 +2010-10-04 22:30:00,0,12.8,5.0,392.0057222 +2010-10-04 23:30:00,0,12.6,5.0,374.9133962 +2010-10-05 00:30:00,0,12.6,5.0,361.5739405 +2010-10-05 01:30:00,0,12.3,4.0,356.5486772 +2010-10-05 02:30:00,0,11.9,4.0,353.9258021 +2010-10-05 03:30:00,0,11.9,5.0,353.268935 +2010-10-05 04:30:00,0,11.8,4.0,359.2037066000001 +2010-10-05 05:30:00,4,11.7,4.0,368.5238704 +2010-10-05 06:30:00,74,11.7,4.0,385.6667246 +2010-10-05 07:30:00,152,11.9,4.0,411.2983234 +2010-10-05 08:30:00,216,12.6,4.0,433.3194496 +2010-10-05 09:30:00,260,13.6,3.0,445.7907383 +2010-10-05 10:30:00,280,15.2,3.0,453.1035528 +2010-10-05 11:30:00,274,16.4,3.0,448.5468241 +2010-10-05 12:30:00,243,16.9,3.0,436.1995594 +2010-10-05 13:30:00,189,17.1,2.0,421.7852302 +2010-10-05 14:30:00,118,16.4,2.0,415.57485 +2010-10-05 15:30:00,39,15.4,2.0,416.9942342 +2010-10-05 16:30:00,0,14.3,2.0,419.2634116 +2010-10-05 17:30:00,0,14.0,3.0,429.11182520000006 +2010-10-05 18:30:00,0,13.1,2.8,439.4701146 +2010-10-05 19:30:00,0,12.4,3.2,421.5923042 +2010-10-05 20:30:00,0,11.8,3.4,398.4963044 +2010-10-05 21:30:00,0,11.6,3.7,382.4742585 +2010-10-05 22:30:00,0,11.5,3.7,367.2882252 +2010-10-05 23:30:00,0,11.5,3.5,344.1049494 +2010-10-06 00:30:00,0,11.6,3.2,335.1706377 +2010-10-06 01:30:00,0,11.6,2.6,331.0411023 +2010-10-06 02:30:00,0,11.4,2.2,330.0948462 +2010-10-06 03:30:00,0,11.4,2.3,332.77743639999994 +2010-10-06 04:30:00,0,11.2,2.0,334.7893791 +2010-10-06 05:30:00,2,11.1,3.0,331.886302 +2010-10-06 06:30:00,38,11.2,3.0,345.19819680000006 +2010-10-06 07:30:00,79,11.2,3.0,364.2243764 +2010-10-06 08:30:00,113,10.9,3.0,376.8656237 +2010-10-06 09:30:00,136,10.8,3.0,396.2684683 +2010-10-06 10:30:00,146,10.9,1.0,410.3336933 +2010-10-06 11:30:00,271,11.2,3.0,409.8835326 +2010-10-06 12:30:00,240,11.9,3.0,398.000209 +2010-10-06 13:30:00,251,12.4,3.0,396.9620833 +2010-10-06 14:30:00,154,12.7,3.0,392.7223045 +2010-10-06 15:30:00,62,12.3,3.0,392.3042981 +2010-10-06 16:30:00,0,11.3,3.0,394.7939624 +2010-10-06 17:30:00,0,10.4,3.0,408.2712224 +2010-10-06 18:30:00,0,9.8,3.0,426.9207369 +2010-10-06 19:30:00,0,9.3,4.0,415.9928563 +2010-10-06 20:30:00,0,9.0,3.0,400.86194480000006 +2010-10-06 21:30:00,0,9.3,3.8,388.6478908 +2010-10-06 22:30:00,0,9.2,3.0,366.9161536 +2010-10-06 23:30:00,0,9.4,3.3,346.828881 +2010-10-07 00:30:00,0,9.1,3.6,335.9377482 +2010-10-07 01:30:00,0,8.7,3.8,331.7071564 +2010-10-07 02:30:00,0,8.3,2.0,339.1531818 +2010-10-07 03:30:00,0,7.8,2.2,352.7314983 +2010-10-07 04:30:00,0,7.4,1.0,380.1591463 +2010-10-07 05:30:00,2,7.5,2.0,451.7530707 +2010-10-07 06:30:00,131,7.7,4.0,495.4921538 +2010-10-07 07:30:00,147,9.1,4.9,503.6915093 +2010-10-07 08:30:00,211,9.3,5.0,502.9841139 +2010-10-07 09:30:00,255,9.6,6.0,515.0557701 +2010-10-07 10:30:00,369,10.6,3.0,519.4563206 +2010-10-07 11:30:00,361,11.0,3.0,516.0204001 +2010-10-07 12:30:00,319,12.4,4.0,517.3938496000002 +2010-10-07 13:30:00,335,13.5,4.0,508.6616508 +2010-10-07 14:30:00,204,13.0,5.0,499.2955523 +2010-10-07 15:30:00,60,12.2,5.0,487.0539375 +2010-10-07 16:30:00,0,10.5,2.0,487.2882048 +2010-10-07 17:30:00,0,9.5,3.0,493.6272023 +2010-10-07 18:30:00,0,9.6,3.0,513.6363859 +2010-10-07 19:30:00,0,9.9,3.0,495.96987530000007 +2010-10-07 20:30:00,0,9.4,3.0,464.9271613 +2010-10-07 21:30:00,0,9.5,2.7,432.3088848 +2010-10-07 22:30:00,0,10.1,2.9,399.3966258 +2010-10-07 23:30:00,0,10.1,1.9,375.5518894 +2010-10-08 00:30:00,0,10.2,2.1,362.0838164 +2010-10-08 01:30:00,0,10.3,1.7,356.3235969 +2010-10-08 02:30:00,0,10.4,1.3,358.8086676000001 +2010-10-08 03:30:00,0,9.7,0.0,367.4949317 +2010-10-08 04:30:00,0,9.5,0.0,391.3442615 +2010-10-08 05:30:00,2,8.9,1.0,451.2386014 +2010-10-08 06:30:00,67,9.1,1.0,491.7944052 +2010-10-08 07:30:00,145,9.8,1.0,505.1935761 +2010-10-08 08:30:00,209,11.5,3.0,507.4351926 +2010-10-08 09:30:00,252,12.3,1.0,516.6634869 +2010-10-08 10:30:00,271,12.8,2.0,527.4305956999998 +2010-10-08 11:30:00,265,13.9,1.0,523.4893929 +2010-10-08 12:30:00,234,14.4,1.0,517.0860867 +2010-10-08 13:30:00,180,13.1,2.0,507.6005578 +2010-10-08 14:30:00,57,11.8,3.0,500.84814730000005 +2010-10-08 15:30:00,16,11.3,1.0,489.874332 +2010-10-08 16:30:00,0,10.8,1.0,490.1866884 +2010-10-08 17:30:00,0,11.0,1.0,497.6740551 +2010-10-08 18:30:00,0,10.9,1.0,512.9749252 +2010-10-08 19:30:00,0,10.7,1.0,495.7585754 +2010-10-08 20:30:00,0,10.3,1.0,466.351139 +2010-10-08 21:30:00,0,10.0,0.6,432.2767305 +2010-10-08 22:30:00,0,9.9,1.2,397.4214309 +2010-10-08 23:30:00,0,9.8,1.9,371.4591019 +2010-10-09 00:30:00,0,9.6,2.5,360.0397193 +2010-10-09 01:30:00,0,9.5,3.1,357.4673725 +2010-10-09 02:30:00,0,9.4,2.8,359.2863892 +2010-10-09 03:30:00,0,8.9,2.4,367.6602968 +2010-10-09 04:30:00,0,8.4,2.0,391.1743029 +2010-10-09 05:30:00,1,8.0,3.0,453.8844438 +2010-10-09 06:30:00,65,7.6,3.0,498.6249047 +2010-10-09 07:30:00,226,8.0,4.0,511.5463541 +2010-10-09 08:30:00,278,9.2,5.0,520.4163571 +2010-10-09 09:30:00,434,9.5,6.0,532.8554914 +2010-10-09 10:30:00,426,9.0,5.0,541.1834643 +2010-10-09 11:30:00,353,9.7,6.0,542.6763442000001 +2010-10-09 12:30:00,231,9.6,6.0,541.1099687000002 +2010-10-09 13:30:00,177,9.5,5.0,541.3901707 +2010-10-09 14:30:00,106,9.5,5.0,536.0433641 +2010-10-09 15:30:00,49,9.6,5.0,526.7737286 +2010-10-09 16:30:00,0,9.2,4.0,514.8260963 +2010-10-09 17:30:00,0,8.0,2.0,515.6023938 +2010-10-09 18:30:00,0,7.9,0.0,525.3910922 +2010-10-09 19:30:00,0,7.7,1.0,503.8247201 +2010-10-09 20:30:00,0,7.9,4.0,478.33551910000006 +2010-10-09 21:30:00,0,6.3,1.3,449.9570214 +2010-10-09 22:30:00,0,6.5,2.2,418.7627226 +2010-10-09 23:30:00,0,6.1,1.6,398.1104524 +2010-10-10 00:30:00,0,6.3,3.5,383.1494995 +2010-10-10 01:30:00,0,6.2,7.5,375.1568504 +2010-10-10 02:30:00,0,6.1,2.8,380.88032210000006 +2010-10-10 03:30:00,0,5.8,2.6,391.5463745 +2010-10-10 04:30:00,0,4.9,3.0,416.53488660000005 +2010-10-10 05:30:00,1,4.7,2.0,476.5348763 +2010-10-10 06:30:00,63,5.2,2.0,521.6611893 +2010-10-10 07:30:00,140,9.0,2.0,534.114104 +2010-10-10 08:30:00,274,9.9,2.0,539.1669281000002 +2010-10-10 09:30:00,130,11.3,4.0,553.1265031 +2010-10-10 10:30:00,140,11.2,4.0,564.9409246 +2010-10-10 11:30:00,259,11.9,5.0,563.4296709 +2010-10-10 12:30:00,306,12.9,5.0,564.9822659 +2010-10-10 13:30:00,303,12.6,5.0,544.3575565 +2010-10-10 14:30:00,162,12.2,5.0,532.4696393999999 +2010-10-10 15:30:00,40,11.2,4.0,515.0787375 +2010-10-10 16:30:00,0,10.0,3.0,511.8081822 +2010-10-10 17:30:00,0,9.3,3.0,515.7034503000001 +2010-10-10 18:30:00,0,9.2,3.0,534.4356474 +2010-10-10 19:30:00,0,9.4,3.0,510.38879800000007 +2010-10-10 20:30:00,0,9.4,2.0,480.2509988 +2010-10-10 21:30:00,0,9.0,1.6,450.9400254 +2010-10-10 22:30:00,0,8.9,2.8,415.083348 +2010-10-10 23:30:00,0,9.8,5.5,394.32083430000006 +2010-10-11 00:30:00,0,9.9,2.0,382.3272672 +2010-10-11 01:30:00,0,10.0,4.7,382.1113738 +2010-10-11 02:30:00,0,10.1,4.8,387.1182632 +2010-10-11 03:30:00,0,10.1,1.8,397.3892766 +2010-10-11 04:30:00,0,10.4,3.0,417.908336 +2010-10-11 05:30:00,0,10.9,4.0,478.9005167 +2010-10-11 06:30:00,32,11.1,4.0,524.0957318 +2010-10-11 07:30:00,73,11.2,5.0,542.1297205 +2010-10-11 08:30:00,106,11.6,5.0,547.5454292000002 +2010-10-11 09:30:00,244,12.2,5.0,559.3736312000002 +2010-10-11 10:30:00,263,12.4,5.0,573.7603995000002 +2010-10-11 11:30:00,257,13.1,4.0,565.9514895 +2010-10-11 12:30:00,225,13.6,5.0,562.8738602000002 +2010-10-11 13:30:00,171,14.5,5.0,549.7778588 +2010-10-11 14:30:00,99,14.4,5.0,536.1030793000001 +2010-10-11 15:30:00,23,13.7,3.0,525.9790571999998 +2010-10-11 16:30:00,0,13.0,3.0,516.7232019999999 +2010-10-11 17:30:00,0,12.7,3.0,521.7117175 +2010-10-11 18:30:00,0,12.3,3.0,529.5665623 +2010-10-11 19:30:00,0,12.2,3.0,507.7108012 +2010-10-11 20:30:00,0,12.8,5.0,488.2114935 +2010-10-11 21:30:00,0,13.2,5.5,467.0034126 +2010-10-11 22:30:00,0,13.2,5.9,439.3690581 +2010-10-11 23:30:00,0,12.8,4.2,391.93682 +2010-10-12 00:30:00,0,12.7,2.1,378.6800469 +2010-10-12 01:30:00,0,12.4,2.9,370.4439436 +2010-10-12 02:30:00,0,12.2,0.8,370.0167502 +2010-10-12 03:30:00,0,12.8,0.0,373.8982379 +2010-10-12 04:30:00,0,12.1,5.0,374.2243747 +2010-10-12 05:30:00,0,12.2,3.0,382.556941 +2010-10-12 06:30:00,59,12.7,8.0,399.8743474 +2010-10-12 07:30:00,136,13.2,9.0,417.4443949 +2010-10-12 08:30:00,198,13.1,7.0,436.5486636 +2010-10-12 09:30:00,241,13.6,6.0,450.7654733 +2010-10-12 10:30:00,261,14.4,11.0,455.0695607 +2010-10-12 11:30:00,134,13.1,11.0,457.66028150000005 +2010-10-12 12:30:00,117,12.5,8.0,446.3787032 +2010-10-12 13:30:00,89,12.2,6.0,437.1182547 +2010-10-12 14:30:00,51,11.6,5.0,430.5449898 +2010-10-12 15:30:00,21,11.4,3.0,426.498137 +2010-10-12 16:30:00,0,11.0,4.0,433.7558299 +2010-10-12 17:30:00,0,10.4,4.0,446.9620748 +2010-10-12 18:30:00,0,10.1,5.0,451.9092489 +2010-10-12 19:30:00,0,9.9,6.0,428.6616645 +2010-10-12 20:30:00,0,9.3,3.0,409.6676392 +2010-10-12 21:30:00,0,8.9,3.8,402.7912049 +2010-10-12 22:30:00,0,8.1,2.0,384.2978686 +2010-10-12 23:30:00,0,8.0,1.2,362.4972293 +2010-10-13 00:30:00,0,7.2,3.5,345.7631944 +2010-10-13 01:30:00,0,7.9,3.3,340.60931380000005 +2010-10-13 02:30:00,0,8.2,4.0,337.3892868000001 +2010-10-13 03:30:00,0,8.0,3.8,336.8564435 +2010-10-13 04:30:00,0,8.5,4.0,338.4917212 +2010-10-13 05:30:00,0,8.7,4.0,336.6083958 +2010-10-13 06:30:00,106,8.5,4.0,349.3139518000001 +2010-10-13 07:30:00,248,9.7,4.0,366.8748123 +2010-10-13 08:30:00,263,10.9,3.0,391.4039767 +2010-10-13 09:30:00,239,12.0,6.0,414.9409502 +2010-10-13 10:30:00,257,12.7,6.0,437.25146550000005 +2010-10-13 11:30:00,251,13.2,5.0,440.7379141 +2010-10-13 12:30:00,219,12.3,5.0,423.5215643 +2010-10-13 13:30:00,87,12.6,4.0,412.8187641 +2010-10-13 14:30:00,94,12.2,5.0,412.7912032 +2010-10-13 15:30:00,30,12.6,5.0,411.8954753 +2010-10-13 16:30:00,0,12.2,5.0,402.1986465 +2010-10-13 17:30:00,0,12.5,5.0,413.0438444 +2010-10-13 18:30:00,0,11.5,1.0,433.1678649 +2010-10-13 19:30:00,0,11.5,3.0,419.5114593 +2010-10-13 20:30:00,0,12.1,4.0,410.002963 +2010-10-13 21:30:00,0,11.5,1.1,402.9336027 +2010-10-13 22:30:00,0,11.1,2.9,383.8523014 +2010-10-13 23:30:00,0,11.2,2.1,368.7076095000001 +2010-10-14 00:30:00,0,10.5,0.3,360.0626867000001 +2010-10-14 01:30:00,0,10.5,0.0,355.7218514 +2010-10-14 02:30:00,0,10.6,0.0,357.8761919 +2010-10-14 03:30:00,0,10.4,0.0,369.7089873 +2010-10-14 04:30:00,0,10.3,2.0,392.2675503 +2010-10-14 05:30:00,0,10.3,5.0,449.8284041 +2010-10-14 06:30:00,29,10.1,6.0,495.1614235 +2010-10-14 07:30:00,69,10.2,6.0,507.265234 +2010-10-14 08:30:00,306,10.9,7.0,509.9432308 +2010-10-14 09:30:00,236,11.3,8.0,515.2900374 +2010-10-14 10:30:00,403,11.7,9.0,528.1839259 +2010-10-14 11:30:00,430,11.5,9.0,530.5863141 +2010-10-14 12:30:00,290,12.1,9.0,533.1173196000002 +2010-10-14 13:30:00,162,11.2,9.0,523.6501646 +2010-10-14 14:30:00,91,10.4,7.0,515.565646 +2010-10-14 15:30:00,17,9.9,8.0,505.64833030000005 +2010-10-14 16:30:00,0,9.6,7.0,503.84309400000006 +2010-10-14 17:30:00,0,8.9,7.0,515.662109 +2010-10-14 18:30:00,0,8.7,7.0,525.6069856 +2010-10-14 19:30:00,0,8.7,7.0,503.2321616 +2010-10-14 20:30:00,0,8.3,8.0,477.5775955 +2010-10-14 21:30:00,0,8.3,8.7,446.04797289999993 +2010-10-14 22:30:00,0,8.2,6.6,420.5174307 +2010-10-14 23:30:00,0,8.1,5.1,396.0985097 +2010-10-15 00:30:00,0,7.8,5.6,382.6763714 +2010-10-15 01:30:00,0,7.4,5.0,381.1605242 +2010-10-15 02:30:00,0,7.3,2.5,391.0640595 +2010-10-15 03:30:00,0,6.3,3.0,400.1958907 +2010-10-15 04:30:00,0,5.5,1.0,422.014904 +2010-10-15 05:30:00,0,5.2,2.0,469.8284007 +2010-10-15 06:30:00,28,5.0,1.0,507.6832403 +2010-10-15 07:30:00,68,4.4,3.0,519.6446531 +2010-10-15 08:30:00,101,4.2,3.0,524.5826403 +2010-10-15 09:30:00,123,3.9,4.0,534.5596712 +2010-10-15 10:30:00,133,3.9,4.0,536.7231986 +2010-10-15 11:30:00,129,3.3,3.0,541.6474053999998 +2010-10-15 12:30:00,113,3.6,3.0,526.5532417 +2010-10-15 13:30:00,84,3.8,3.0,517.5684017 +2010-10-15 14:30:00,46,3.6,2.0,498.4090113 +2010-10-15 15:30:00,14,3.2,2.0,490.4760774 +2010-10-15 16:30:00,0,3.0,1.0,485.3176034 +2010-10-15 17:30:00,0,2.9,2.0,497.1687727 +2010-10-15 18:30:00,0,2.9,2.0,511.3580215 +2010-10-15 19:30:00,0,2.7,2.0,495.4232516 +2010-10-15 20:30:00,0,2.6,2.0,469.79624630000006 +2010-10-15 21:30:00,0,2.0,1.0,437.4811393 +2010-10-15 22:30:00,0,2.0,1.5,406.6405382 +2010-10-15 23:30:00,0,2.2,2.0,385.207377 +2010-10-16 00:30:00,0,2.9,1.0,373.7558401 +2010-10-16 01:30:00,0,3.1,1.0,368.4641552 +2010-10-16 02:30:00,0,2.2,1.0,379.2634184 +2010-10-16 03:30:00,0,2.1,1.0,388.4733387 +2010-10-16 04:30:00,0,1.9,1.0,407.8991508 +2010-10-16 05:30:00,0,2.1,1.0,461.54176910000007 +2010-10-16 06:30:00,27,2.3,1.0,503.2413486 +2010-10-16 07:30:00,66,2.6,1.0,513.0943556 +2010-10-16 08:30:00,99,3.3,1.0,515.6023938 +2010-10-16 09:30:00,122,3.9,1.0,520.5633484 +2010-10-16 10:30:00,249,5.0,1.0,525.2624748 +2010-10-16 11:30:00,242,5.5,1.0,526.3006005 +2010-10-16 12:30:00,210,6.0,2.0,527.8486021000001 +2010-10-16 13:30:00,156,6.1,0.0,519.277175 +2010-10-16 14:30:00,85,6.2,1.0,509.2633962000001 +2010-10-16 15:30:00,6,5.9,1.0,497.7521442 +2010-10-16 16:30:00,0,5.4,0.0,495.9606884 +2010-10-16 17:30:00,0,4.8,1.0,508.1977097 +2010-10-16 18:30:00,0,4.2,1.0,521.803587 +2010-10-16 19:30:00,0,4.1,2.0,496.2776382 +2010-10-16 20:30:00,0,4.0,2.0,474.256512 +2010-10-16 21:30:00,0,3.5,2.5,443.6134304 +2010-10-16 22:30:00,0,3.2,3.6,415.951515 +2010-10-16 23:30:00,0,3.1,4.6,400.6047101 +2010-10-17 00:30:00,0,2.6,5.1,389.6492687 +2010-10-17 01:30:00,0,1.9,5.1,385.6299768 +2010-10-17 02:30:00,0,1.6,5.1,384.2059991 +2010-10-17 03:30:00,0,1.5,6.1,394.4081104 +2010-10-17 04:30:00,0,1.3,4.0,419.7457266 +2010-10-17 05:30:00,0,1.3,4.0,475.8871961 +2010-10-17 06:30:00,48,1.0,4.0,520.8711112999998 +2010-10-17 07:30:00,123,1.4,4.0,537.0171811 +2010-10-17 08:30:00,185,2.1,3.0,538.6524588 +2010-10-17 09:30:00,228,3.0,5.0,548.4181897999998 +2010-10-17 10:30:00,246,4.5,6.0,567.7934735 +2010-10-17 11:30:00,239,5.4,5.0,573.2045887999999 +2010-10-17 12:30:00,278,5.2,5.0,577.6051392999998 +2010-10-17 13:30:00,266,5.3,6.0,564.4356422000002 +2010-10-17 14:30:00,143,5.1,4.0,554.7663742000002 +2010-10-17 15:30:00,18,4.3,3.0,538.0874612000001 +2010-10-17 16:30:00,0,3.4,3.0,530.1637142 +2010-10-17 17:30:00,0,2.2,3.0,532.6625654000002 +2010-10-17 18:30:00,0,2.3,2.9,545.6942582 +2010-10-17 19:30:00,0,2.1,3.2,525.804505 +2010-10-17 20:30:00,0,1.9,3.7,499.5481935 +2010-10-17 21:30:00,0,1.7,4.4,475.914757 +2010-10-17 22:30:00,0,1.5,5.1,434.0544058 +2010-10-17 23:30:00,0,1.4,5.5,409.0245525 +2010-10-18 00:30:00,0,1.3,5.8,393.209213 +2010-10-18 01:30:00,0,1.3,6.0,381.7714566 +2010-10-18 02:30:00,0,1.1,5.8,386.8013133 +2010-10-18 03:30:00,0,1.0,5.6,398.6157348 +2010-10-18 04:30:00,0,0.5,5.0,422.5201864 +2010-10-18 05:30:00,0,0.2,5.0,470.9078676 +2010-10-18 06:30:00,87,0.3,4.0,507.3662905000001 +2010-10-18 07:30:00,227,1.6,6.0,517.9910016 +2010-10-18 08:30:00,344,3.0,5.0,514.3759356 +2010-10-18 09:30:00,424,3.8,6.0,516.1995456999998 +2010-10-18 10:30:00,455,4.8,8.0,521.1972481 +2010-10-18 11:30:00,441,4.7,6.0,525.2670683 +2010-10-18 12:30:00,381,5.6,6.0,517.7291734 +2010-10-18 13:30:00,283,5.7,7.0,504.1876047 +2010-10-18 14:30:00,149,5.8,8.0,490.1866884 +2010-10-18 15:30:00,16,4.8,7.0,478.1931213 +2010-10-18 16:30:00,0,3.3,7.0,481.5785135 +2010-10-18 17:30:00,0,2.9,8.0,492.024079 +2010-10-18 18:30:00,0,2.4,9.0,506.1306453 +2010-10-18 19:30:00,0,2.1,8.0,478.951045 +2010-10-18 20:30:00,0,1.9,7.0,454.3621654 +2010-10-18 21:30:00,0,1.8,7.0,437.66947180000005 +2010-10-18 22:30:00,0,1.2,6.0,412.1205557 +2010-10-18 23:30:00,0,1.0,7.0,392.823361 +2010-10-19 00:30:00,0,1.0,6.0,382.9060453 +2010-10-19 01:30:00,0,0.8,8.0,375.0098592 +2010-10-19 02:30:00,0,0.6,9.0,378.8637859 +2010-10-19 03:30:00,0,0.1,9.0,382.1940564 +2010-10-19 04:30:00,0,0.3,8.0,382.3272672 +2010-10-19 05:30:00,0,-0.1,7.0,393.1173435 +2010-10-19 06:30:00,82,-0.2,6.0,415.34517610000006 +2010-10-19 07:30:00,223,0.8,7.0,436.34195710000006 +2010-10-19 08:30:00,329,2.1,5.0,450.2555974 +2010-10-19 09:30:00,386,3.3,6.0,456.8013014 +2010-10-19 10:30:00,380,4.6,6.0,463.6180205 +2010-10-19 11:30:00,313,4.8,6.0,465.2211438 +2010-10-19 12:30:00,270,5.4,8.0,453.1357071000001 +2010-10-19 13:30:00,233,6.0,7.0,443.291887 +2010-10-19 14:30:00,103,5.4,7.0,438.0461369 +2010-10-19 15:30:00,9,4.6,7.0,436.63593960000014 +2010-10-19 16:30:00,0,3.6,6.0,440.1361687 +2010-10-19 17:30:00,0,3.0,7.0,459.1347874 +2010-10-19 18:30:00,0,2.5,7.0,466.19036730000005 +2010-10-19 19:30:00,0,1.9,7.0,443.7787956 +2010-10-19 20:30:00,0,1.4,8.0,425.9147655 +2010-10-19 21:30:00,0,1.5,6.0,416.92073860000005 +2010-10-19 22:30:00,0,1.2,7.0,399.465528 +2010-10-19 23:30:00,0,1.0,7.0,371.4958497 +2010-10-20 00:30:00,0,0.6,6.0,355.8412818 +2010-10-20 01:30:00,0,0.0,6.0,346.1812008 +2010-10-20 02:30:00,0,-0.3,7.0,341.4545135 +2010-10-20 03:30:00,0,-0.4,7.0,342.9795477 +2010-10-20 04:30:00,0,-0.6,8.0,343.4205214 +2010-10-20 05:30:00,0,-0.8,7.0,347.600585 +2010-10-20 06:30:00,78,-0.5,7.0,357.8210702 +2010-10-20 07:30:00,217,0.4,8.0,375.6529459 +2010-10-20 08:30:00,332,1.1,7.0,403.7833958 +2010-10-20 09:30:00,410,3.1,8.0,417.3157776 +2010-10-20 10:30:00,447,4.2,7.0,432.8095737 +2010-10-20 11:30:00,434,5.2,6.0,443.20461100000006 +2010-10-20 12:30:00,370,6.3,7.0,425.48297869999993 +2010-10-20 13:30:00,269,7.1,8.0,416.4200496 +2010-10-20 14:30:00,74,6.6,7.0,416.4200496 +2010-10-20 15:30:00,6,5.8,8.0,411.6520211 +2010-10-20 16:30:00,0,5.2,6.0,415.8963933 +2010-10-20 17:30:00,0,4.2,7.0,439.4747081 +2010-10-20 18:30:00,0,3.6,9.0,447.66028319999987 +2010-10-20 19:30:00,0,2.9,7.0,429.3139381 +2010-10-20 20:30:00,0,2.5,8.0,412.6488055 +2010-10-20 21:30:00,0,2.5,7.0,405.510543 +2010-10-20 22:30:00,0,2.2,7.0,383.7236841 +2010-10-20 23:30:00,0,1.9,7.0,376.2822522 +2010-10-21 00:30:00,0,2.2,7.0,371.3810128 +2010-10-21 01:30:00,0,1.8,6.0,366.737008 +2010-10-21 02:30:00,0,2.0,7.0,367.5087121 +2010-10-21 03:30:00,0,1.8,7.0,376.92993239999987 +2010-10-21 04:30:00,0,1.5,7.0,400.140769 +2010-10-21 05:30:00,0,1.5,7.0,456.3006124 +2010-10-21 06:30:00,39,1.6,8.0,496.0938992 +2010-10-21 07:30:00,113,2.3,9.0,515.8366611 +2010-10-21 08:30:00,175,3.1,7.0,518.7489252 +2010-10-21 09:30:00,216,4.1,7.0,527.1182393 +2010-10-21 10:30:00,234,5.2,9.0,533.8982106000002 +2010-10-21 11:30:00,227,5.3,7.0,524.6423555 +2010-10-21 12:30:00,195,5.1,8.0,521.2523699 +2010-10-21 13:30:00,142,5.2,6.0,514.1278878 +2010-10-21 14:30:00,71,5.3,5.0,501.5096079 +2010-10-21 15:30:00,4,5.1,7.0,493.32862630000005 +2010-10-21 16:30:00,0,4.7,6.0,491.8816812 +2010-10-21 17:30:00,0,5.1,5.0,508.3217336 +2010-10-21 18:30:00,0,5.6,4.0,521.9735456999998 +2010-10-21 19:30:00,0,5.8,6.0,495.5380885 +2010-10-21 20:30:00,0,6.1,4.0,471.8403434 +2010-10-21 21:30:00,0,5.9,6.0,445.4094797 +2010-10-21 22:30:00,0,5.7,2.0,415.6667195 +2010-10-21 23:30:00,0,5.4,2.0,398.0737046 +2010-10-22 00:30:00,0,5.1,2.0,391.1145877 +2010-10-22 01:30:00,0,4.7,3.0,381.0365003 +2010-10-22 02:30:00,0,4.6,2.0,377.968058 +2010-10-22 03:30:00,0,4.4,4.0,392.1710873 +2010-10-22 04:30:00,0,3.8,4.0,417.3111841 +2010-10-22 05:30:00,0,4.0,3.0,465.4002893 +2010-10-22 06:30:00,50,4.0,2.0,509.1990876 +2010-10-22 07:30:00,111,5.5,6.0,522.4972019999999 +2010-10-22 08:30:00,172,6.0,5.0,526.4062504999998 +2010-10-22 09:30:00,287,8.6,5.0,530.5128183999999 +2010-10-22 10:30:00,367,10.5,6.0,534.3162169999998 +2010-10-22 11:30:00,355,12.5,6.0,529.0704668000002 +2010-10-22 12:30:00,192,12.2,6.0,527.0171828 +2010-10-22 13:30:00,138,11.5,4.0,525.8228790000002 +2010-10-22 14:30:00,68,9.8,5.0,519.9340421 +2010-10-22 15:30:00,3,9.6,7.0,502.9841139 +2010-10-22 16:30:00,0,9.1,5.0,503.6363876 +2010-10-22 17:30:00,0,9.1,7.0,519.6768074 +2010-10-22 18:30:00,0,9.1,6.0,537.1228311000001 +2010-10-22 19:30:00,0,10.2,5.0,512.2629364000002 +2010-10-22 20:30:00,0,9.4,5.0,480.4117705 +2010-10-22 21:30:00,0,8.8,4.0,449.4287716 +2010-10-22 22:30:00,0,9.6,5.0,425.4140766 +2010-10-22 23:30:00,0,9.0,5.0,401.4774707 +2010-10-23 00:30:00,0,9.2,7.0,398.2298828 +2010-10-23 01:30:00,0,9.4,4.0,394.7801819 +2010-10-23 02:30:00,0,9.3,3.0,393.8752671 +2010-10-23 03:30:00,0,9.5,3.0,397.692446 +2010-10-23 04:30:00,0,9.3,2.0,422.9244123 +2010-10-23 05:30:00,0,8.8,3.0,469.5481986 +2010-10-23 06:30:00,19,8.5,3.0,510.39798489999987 +2010-10-23 07:30:00,57,8.5,2.0,535.8228772 +2010-10-23 08:30:00,89,8.7,2.0,539.1485542 +2010-10-23 09:30:00,111,8.9,4.0,543.484796 +2010-10-23 10:30:00,121,9.3,4.0,549.3644459 +2010-10-23 11:30:00,117,9.7,4.0,556.6405127 +2010-10-23 12:30:00,189,10.5,3.0,552.5569121 +2010-10-23 13:30:00,71,10.9,5.0,544.7342216 +2010-10-23 14:30:00,35,10.2,5.0,529.4103841 +2010-10-23 15:30:00,1,10.0,4.0,522.1343173 +2010-10-23 16:30:00,0,9.7,5.0,526.4659657 +2010-10-23 17:30:00,0,9.6,5.0,533.0851653 +2010-10-23 18:30:00,0,9.3,6.0,534.0222345 +2010-10-23 19:30:00,0,9.5,6.0,507.17336439999985 +2010-10-23 20:30:00,0,9.6,5.0,486.1536161 +2010-10-23 21:30:00,0,9.3,4.0,460.6506347 +2010-10-23 22:30:00,0,8.8,4.0,431.3304743 +2010-10-23 23:30:00,0,8.6,4.0,402.2353943 +2010-10-24 00:30:00,0,8.6,4.0,390.1223968000001 +2010-10-24 01:30:00,0,8.1,4.0,380.8711352 +2010-10-24 02:30:00,0,7.9,4.0,383.9303905 +2010-10-24 03:30:00,0,7.5,5.0,393.6823411 +2010-10-24 04:30:00,0,7.2,3.0,413.4067291 +2010-10-24 05:30:00,0,7.0,5.0,457.7797119 +2010-10-24 06:30:00,33,7.6,8.0,505.3543478 +2010-10-24 07:30:00,141,8.1,8.0,519.3047358 +2010-10-24 08:30:00,167,9.9,9.0,513.0759816999998 +2010-10-24 09:30:00,209,10.3,7.0,518.8545751 +2010-10-24 10:30:00,119,9.7,8.0,528.4825018 +2010-10-24 11:30:00,115,9.1,4.0,524.0268296 +2010-10-24 12:30:00,98,8.5,7.0,518.8499817 +2010-10-24 13:30:00,70,8.2,6.0,510.8343652 +2010-10-24 14:30:00,33,8.1,4.0,497.9175093 +2010-10-24 15:30:00,1,7.8,7.0,488.29876960000007 +2010-10-24 16:30:00,0,8.2,6.0,489.874332 +2010-10-24 17:30:00,0,8.2,5.0,507.8807598 +2010-10-24 18:30:00,0,8.1,9.0,517.802669 +2010-10-24 19:30:00,0,8.3,6.0,493.4250893 +2010-10-24 20:30:00,0,8.5,4.0,466.30520419999993 +2010-10-24 21:30:00,0,8.1,5.0,439.7089754 +2010-10-24 22:30:00,0,8.1,6.0,405.1568453 +2010-10-24 23:30:00,0,7.9,4.0,384.812338 +2010-10-25 00:30:00,0,7.7,5.0,381.0778416 +2010-10-25 01:30:00,0,7.9,5.0,377.4306213 +2010-10-25 02:30:00,0,7.9,6.0,381.8403587 +2010-10-25 03:30:00,0,7.6,4.0,391.541781 +2010-10-25 04:30:00,0,7.3,3.0,412.2262056 +2010-10-25 05:30:00,0,7.2,6.0,459.58494810000013 +2010-10-25 06:30:00,16,7.4,6.0,502.71769230000007 +2010-10-25 07:30:00,54,7.5,6.0,524.8352815000002 +2010-10-25 08:30:00,87,7.7,7.0,528.0461216 +2010-10-25 09:30:00,108,8.0,6.0,533.227563 +2010-10-25 10:30:00,118,8.3,5.0,538.5789631 +2010-10-25 11:30:00,215,8.4,5.0,531.9597635 +2010-10-25 12:30:00,183,8.9,5.0,524.3070316999998 +2010-10-25 13:30:00,130,9.3,4.0,517.4903126 +2010-10-25 14:30:00,60,9.7,4.0,505.05577180000006 +2010-10-25 15:30:00,2,9.8,4.0,494.8995953 +2010-10-25 16:30:00,0,8.9,4.0,494.8536605000001 +2010-10-25 17:30:00,0,9.0,4.0,511.0915999 +2010-10-25 18:30:00,0,9.2,5.0,508.6662443 +2010-10-25 19:30:00,0,8.8,4.0,482.1664785 +2010-10-25 20:30:00,0,8.9,3.0,458.2620269 +2010-10-25 21:30:00,0,8.8,4.0,443.4756261 +2010-10-25 22:30:00,0,9.4,5.0,420.6368611 +2010-10-25 23:30:00,0,9.1,5.0,399.1302042 +2010-10-26 00:30:00,0,8.8,5.0,383.6226276 +2010-10-26 01:30:00,0,8.5,4.0,370.1178067 +2010-10-26 02:30:00,0,8.7,5.0,367.02180360000006 +2010-10-26 03:30:00,0,8.4,5.0,371.2018672 +2010-10-26 04:30:00,0,8.1,6.0,381.5555632 +2010-10-26 05:30:00,0,8.4,6.0,393.4388868 +2010-10-26 06:30:00,39,8.3,5.0,411.7852319 +2010-10-26 07:30:00,53,9.0,6.0,433.7558299 +2010-10-26 08:30:00,85,9.1,6.0,453.2183897 +2010-10-26 09:30:00,107,9.0,7.0,468.7581206 +2010-10-26 10:30:00,116,9.3,7.0,467.8623927 +2010-10-26 11:30:00,112,9.9,7.0,471.9184325 +2010-10-26 12:30:00,95,8.9,6.0,461.74388210000006 +2010-10-26 13:30:00,67,9.0,5.0,451.5004295 +2010-10-26 14:30:00,30,9.3,4.0,447.7889005 +2010-10-26 15:30:00,0,9.6,3.0,441.2523835 +2010-10-26 16:30:00,0,9.6,3.0,441.9597789 +2010-10-26 17:30:00,0,9.3,3.0,459.3185265 +2010-10-26 18:30:00,0,9.1,3.0,467.7980841 +2010-10-26 19:30:00,0,8.8,4.0,449.44255210000006 +2010-10-26 20:30:00,0,8.8,4.0,425.62997 +2010-10-26 21:30:00,0,8.8,3.0,412.3180751 +2010-10-26 22:30:00,0,8.9,4.0,393.6180324 +2010-10-26 23:30:00,0,8.9,3.0,334.7158835 +2010-10-27 00:30:00,0,8.9,4.0,347.18717210000005 +2010-10-27 01:30:00,0,8.9,3.0,339.6676512 +2010-10-27 02:30:00,0,9.0,5.0,337.651115 +2010-10-27 03:30:00,0,8.8,4.0,344.2565342 +2010-10-27 04:30:00,0,8.6,3.0,347.4949351 +2010-10-27 05:30:00,0,8.3,3.0,352.0975985 +2010-10-27 06:30:00,14,7.8,3.0,369.58037 +2010-10-27 07:30:00,52,7.7,3.0,394.3116473 +2010-10-27 08:30:00,84,8.2,3.0,419.0153639 +2010-10-27 09:30:00,200,8.0,3.0,449.3047478 +2010-10-27 10:30:00,217,9.9,3.0,456.6221558 +2010-10-27 11:30:00,209,10.9,4.0,455.1522433 +2010-10-27 12:30:00,239,11.7,4.0,430.1821052 +2010-10-27 13:30:00,196,10.5,4.0,411.25698210000013 +2010-10-27 14:30:00,87,11.3,4.0,415.34517610000006 +2010-10-27 15:30:00,0,10.4,2.0,424.2473336 +2010-10-27 16:30:00,0,9.1,3.0,446.0158186000001 +2010-10-27 17:30:00,0,8.7,3.0,461.7990038 +2010-10-27 18:30:00,0,8.2,3.0,451.7576642 +2010-10-27 19:30:00,0,7.8,3.0,437.2193111 +2010-10-27 20:30:00,0,7.4,3.0,425.8458634 +2010-10-27 21:30:00,0,7.4,3.0,415.7034673 +2010-10-27 22:30:00,0,6.8,3.0,394.2978669 +2010-10-27 23:30:00,0,6.7,2.0,394.1646561 +2010-10-28 00:30:00,0,5.6,1.0,377.5362712 +2010-10-28 01:30:00,0,6.0,2.0,372.5156015 +2010-10-28 02:30:00,0,5.3,2.0,379.3828488 +2010-10-28 03:30:00,0,5.0,1.0,394.6102233 +2010-10-28 04:30:00,0,5.0,1.0,426.8702086 +2010-10-28 05:30:00,0,5.3,2.0,484.3483798 +2010-10-28 06:30:00,33,5.8,2.0,523.7420341 +2010-10-28 07:30:00,151,7.2,1.0,548.4457506 +2010-10-28 08:30:00,210,9.0,1.0,560.384196 +2010-10-28 09:30:00,196,10.4,1.0,572.0700001 +2010-10-28 10:30:00,214,11.7,2.0,580.4209404000002 +2010-10-28 11:30:00,207,13.0,3.0,572.2537392 +2010-10-28 12:30:00,175,12.3,3.0,561.6841498 +2010-10-28 13:30:00,121,13.2,2.0,557.3984363 +2010-10-28 14:30:00,28,12.4,2.0,546.5945796 +2010-10-28 15:30:00,0,11.4,2.0,532.4788264 +2010-10-28 16:30:00,0,10.3,2.0,551.0869996 +2010-10-28 17:30:00,0,9.8,2.0,561.8035802 +2010-10-28 18:30:00,0,9.9,3.0,549.4057872000002 +2010-10-28 19:30:00,0,9.5,3.0,523.1908169 +2010-10-28 20:30:00,0,9.1,3.0,497.4857226 +2010-10-28 21:30:00,0,9.7,2.0,470.6690069 +2010-10-28 22:30:00,0,9.1,2.0,439.9386492 +2010-10-28 23:30:00,0,9.1,3.0,409.6400784 +2010-10-29 00:30:00,0,9.1,2.0,396.3787118 +2010-10-29 01:30:00,0,9.1,1.0,390.0075599 +2010-10-29 02:30:00,0,9.0,1.0,395.4737969 +2010-10-29 03:30:00,0,8.8,1.0,402.5155963 +2010-10-29 04:30:00,0,7.9,0.0,427.9267082 +2010-10-29 05:30:00,0,7.4,2.0,480.7470943 +2010-10-29 06:30:00,43,6.6,2.0,513.9349618 +2010-10-29 07:30:00,175,7.7,2.0,532.1113483 +2010-10-29 08:30:00,266,9.8,2.0,533.8430889 +2010-10-29 09:30:00,355,11.2,4.0,546.2408819 +2010-10-29 10:30:00,395,12.4,4.0,555.988239 +2010-10-29 11:30:00,381,12.7,4.0,556.7875038999998 +2010-10-29 12:30:00,322,12.7,4.0,549.3690393999998 +2010-10-29 13:30:00,187,13.2,3.0,541.826551 +2010-10-29 14:30:00,68,12.5,3.0,528.735143 +2010-10-29 15:30:00,0,11.4,3.0,519.557377 +2010-10-29 16:30:00,0,9.6,3.0,531.2064333999998 +2010-10-29 17:30:00,0,9.2,5.0,538.1563633 +2010-10-29 18:30:00,0,9.2,4.3,527.1090524 +2010-10-29 19:30:00,0,9.1,4.8,506.3419452 +2010-10-29 20:30:00,0,9.0,5.3,475.9928461 +2010-10-29 21:30:00,0,8.6,5.3,446.08472069999993 +2010-10-29 22:30:00,0,8.1,5.1,420.8114132 +2010-10-29 23:30:00,0,7.4,4.3,402.3272638 +2010-10-30 00:30:00,0,7.0,3.4,394.1692496 +2010-10-30 01:30:00,0,6.7,2.7,389.4104079 +2010-10-30 02:30:00,0,6.8,2.5,394.7296537 +2010-10-30 03:30:00,0,6.7,2.1,405.1981866 +2010-10-30 04:30:00,0,6.7,1.0,425.1063137 +2010-10-30 05:30:00,0,7.1,1.0,469.8881159 +2010-10-30 06:30:00,11,7.4,1.0,501.9827360000001 +2010-10-30 07:30:00,48,7.6,1.0,514.3943095 +2010-10-30 08:30:00,79,7.8,1.0,519.8927008000002 +2010-10-30 09:30:00,101,8.0,0.0,527.4949044 +2010-10-30 10:30:00,110,8.1,1.0,536.6267356000002 +2010-10-30 11:30:00,106,8.5,0.0,534.4632081999998 +2010-10-30 12:30:00,89,8.7,2.0,527.6510826 +2010-10-30 13:30:00,61,8.0,2.0,516.4567804 +2010-10-30 14:30:00,25,7.8,2.0,507.1412101 +2010-10-30 15:30:00,0,7.4,2.0,503.6823223 +2010-10-30 16:30:00,0,6.8,2.0,525.7907246 +2010-10-30 17:30:00,0,6.6,2.0,540.9078557 +2010-10-30 18:30:00,0,6.8,2.0,530.103999 +2010-10-30 19:30:00,0,6.5,3.0,503.351592 +2010-10-30 20:30:00,0,6.5,3.0,482.3088763 +2010-10-30 21:30:00,0,6.4,3.0,460.7333172 +2010-10-30 22:30:00,0,6.5,3.0,432.763639 +2010-10-30 23:30:00,0,6.3,2.0,410.1223934 +2010-10-31 00:30:00,0,6.2,2.0,397.4765526 +2010-10-31 01:30:00,0,6.1,2.0,393.6180324 +2010-10-31 02:30:00,0,5.9,2.0,400.6782057 +2010-10-31 03:30:00,0,6.2,1.0,408.6065462 +2010-10-31 04:30:00,0,6.3,2.0,428.7351601 +2010-10-31 05:30:00,0,6.2,1.0,479.3736448 +2010-10-31 06:30:00,10,6.2,1.0,512.538545 +2010-10-31 07:30:00,46,6.5,1.0,525.2946291999998 +2010-10-31 08:30:00,78,7.0,1.0,528.3722584 +2010-10-31 09:30:00,99,7.9,0.0,543.7328437000001 +2010-10-31 10:30:00,109,8.3,1.0,539.6722105 +2010-10-31 11:30:00,105,8.5,1.0,539.8881039 +2010-10-31 12:30:00,166,8.5,1.0,534.5550777 +2010-10-31 13:30:00,60,8.0,3.0,528.2712018999998 +2010-10-31 14:30:00,45,7.7,2.0,518.2803906 +2010-10-31 15:30:00,0,7.3,2.0,508.3814488 +2010-10-31 16:30:00,0,7.2,2.0,529.4609123 +2010-10-31 17:30:00,0,6.6,1.0,531.2248073 +2010-10-31 18:30:00,0,6.5,1.0,518.4227883000002 +2010-10-31 19:30:00,0,5.9,1.0,499.32770660000006 +2010-10-31 20:30:00,0,5.9,0.0,476.5762176 +2010-10-31 21:30:00,0,5.3,1.0,458.4044247 +2010-10-31 22:30:00,0,4.8,0.0,435.0052555 +2010-10-31 23:30:00,0,4.7,0.0,407.177975 +2010-11-01 00:30:00,0,3.9,0.0,392.0240961 +2010-11-01 01:30:00,0,3.7,0.0,387.7797238 +2010-11-01 02:30:00,0,4.7,1.0,386.2363157 +2010-11-01 03:30:00,0,3.5,1.0,385.882618 +2010-11-01 04:30:00,0,3.5,1.0,382.662591 +2010-11-01 05:30:00,0,4.6,1.0,384.4356729 +2010-11-01 06:30:00,9,5.3,2.0,397.8486242 +2010-11-01 07:30:00,45,6.0,2.0,412.451286 +2010-11-01 08:30:00,77,6.1,2.0,427.02179339999986 +2010-11-01 09:30:00,98,6.6,2.0,442.327257 +2010-11-01 10:30:00,107,7.7,3.0,453.2092028 +2010-11-01 11:30:00,103,8.0,3.0,456.6680906 +2010-11-01 12:30:00,86,8.6,3.0,448.284996 +2010-11-01 13:30:00,58,9.0,3.0,442.6901416 +2010-11-01 14:30:00,23,9.1,3.0,433.0943693 +2010-11-01 15:30:00,0,9.3,3.0,428.2666255 +2010-11-01 16:30:00,0,9.5,3.0,452.671766 +2010-11-01 17:30:00,0,9.6,4.0,458.6846267 +2010-11-01 18:30:00,0,9.4,4.0,452.5109943 +2010-11-01 19:30:00,0,9.3,4.0,434.50916 +2010-11-01 20:30:00,0,9.2,4.0,423.81554680000005 +2010-11-01 21:30:00,0,9.2,4.0,416.9896407 +2010-11-01 22:30:00,0,9.2,7.0,396.9023681000001 +2010-11-01 23:30:00,0,9.0,5.0,375.6942872 +2010-11-02 00:30:00,0,9.0,6.0,365.8458736 +2010-11-02 01:30:00,0,9.1,4.0,362.4421075 +2010-11-02 02:30:00,0,9.1,4.0,366.0112388 +2010-11-02 03:30:00,0,9.3,5.0,370.4715044 +2010-11-02 04:30:00,0,9.4,3.0,374.72506360000006 +2010-11-02 05:30:00,0,9.4,4.0,384.7296554 +2010-11-02 06:30:00,8,9.4,5.0,408.0415485 +2010-11-02 07:30:00,44,9.6,3.0,434.61481 +2010-11-02 08:30:00,75,9.7,3.0,454.8720413 +2010-11-02 09:30:00,183,9.8,3.0,461.2340062 +2010-11-02 10:30:00,201,10.3,3.0,464.4953745 +2010-11-02 11:30:00,193,10.6,3.0,470.9354285 +2010-11-02 12:30:00,161,10.6,1.0,466.0020348000001 +2010-11-02 13:30:00,171,10.4,1.0,446.9712617 +2010-11-02 14:30:00,54,10.5,0.0,443.9579411 +2010-11-02 15:30:00,0,9.8,1.0,441.7025442 +2010-11-02 16:30:00,0,9.3,0.0,464.5550897 +2010-11-02 17:30:00,0,8.5,0.0,471.8587173 +2010-11-02 18:30:00,0,7.6,2.0,458.3768638 +2010-11-02 19:30:00,0,7.8,3.0,438.09666510000005 +2010-11-02 20:30:00,0,8.2,5.0,431.4039699 +2010-11-02 21:30:00,0,8.2,6.0,420.89409569999987 +2010-11-02 22:30:00,0,8.1,5.0,404.4953847 +2010-11-02 23:30:00,0,8.5,4.0,380.5955266 +2010-11-03 00:30:00,0,8.2,5.0,367.0126166 +2010-11-03 01:30:00,0,7.8,6.0,365.8734345 +2010-11-03 02:30:00,0,7.6,6.0,365.2349412 +2010-11-03 03:30:00,0,7.5,7.0,368.9051289 +2010-11-03 04:30:00,0,7.4,7.0,369.1715506 +2010-11-03 05:30:00,0,8.1,7.0,368.9143159 +2010-11-03 06:30:00,7,7.8,7.0,376.5302999 +2010-11-03 07:30:00,42,7.8,7.0,397.8440308 +2010-11-03 08:30:00,74,7.9,4.0,426.9069564 +2010-11-03 09:30:00,95,8.2,2.0,441.6933572 +2010-11-03 10:30:00,104,8.8,3.0,452.0194924 +2010-11-03 11:30:00,100,9.5,3.0,449.5298281 +2010-11-03 12:30:00,158,8.9,4.0,450.2739713 +2010-11-03 13:30:00,106,9.0,4.0,439.8467797 +2010-11-03 14:30:00,70,8.7,4.0,436.7691504 +2010-11-03 15:30:00,0,8.0,2.0,440.90327930000007 +2010-11-03 16:30:00,0,7.8,2.0,470.2004723 +2010-11-03 17:30:00,0,6.8,1.0,478.1379996 +2010-11-03 18:30:00,0,7.4,2.0,470.2785614 +2010-11-03 19:30:00,0,6.9,2.0,453.163268 +2010-11-03 20:30:00,0,6.5,1.0,435.6483422 +2010-11-03 21:30:00,0,6.1,2.0,429.4747098 +2010-11-03 22:30:00,0,6.1,3.0,407.4995183 +2010-11-03 23:30:00,0,6.0,2.0,383.3837668 +2010-11-04 00:30:00,0,5.7,2.0,372.5845036 +2010-11-04 01:30:00,0,5.7,1.0,372.5431623 +2010-11-04 02:30:00,0,5.6,1.0,376.0387979 +2010-11-04 03:30:00,0,5.7,2.0,386.769159 +2010-11-04 04:30:00,0,5.7,2.0,413.8936376 +2010-11-04 05:30:00,0,5.7,2.0,481.3120919 +2010-11-04 06:30:00,6,5.6,2.0,527.5040913 +2010-11-04 07:30:00,41,5.4,2.0,543.0254484000002 +2010-11-04 08:30:00,72,5.9,2.0,544.9822693 +2010-11-04 09:30:00,94,6.1,2.0,552.0654101 +2010-11-04 10:30:00,103,6.2,3.0,558.3584728999998 +2010-11-04 11:30:00,99,6.2,3.0,555.3313718999998 +2010-11-04 12:30:00,82,6.1,3.0,556.0663281000002 +2010-11-04 13:30:00,103,6.4,2.0,543.0484157000002 +2010-11-04 14:30:00,36,6.5,2.0,535.868812 +2010-11-04 15:30:00,0,6.2,2.0,531.1788725 +2010-11-04 16:30:00,0,5.8,3.0,544.3943044 +2010-11-04 17:30:00,0,5.8,2.0,544.2610935 +2010-11-04 18:30:00,0,5.8,2.0,530.7057444 +2010-11-04 19:30:00,0,5.5,1.0,506.1168649 +2010-11-04 20:30:00,0,5.5,1.0,482.7774109 +2010-11-04 21:30:00,0,5.5,1.0,461.077828 +2010-11-04 22:30:00,0,5.5,1.0,432.9014433 +2010-11-04 23:30:00,0,5.4,1.0,405.1889997 +2010-11-05 00:30:00,0,5.4,1.0,395.0879449 +2010-11-05 01:30:00,0,5.4,1.0,394.2243713 +2010-11-05 02:30:00,0,5.3,1.0,399.8743474 +2010-11-05 03:30:00,0,5.2,0.0,408.0645159 +2010-11-05 04:30:00,0,5.0,0.0,429.9386509 +2010-11-05 05:30:00,0,5.1,0.0,478.836208 +2010-11-05 06:30:00,5,5.3,0.0,511.3166802 +2010-11-05 07:30:00,40,5.3,1.0,518.8545751 +2010-11-05 08:30:00,134,5.6,2.0,522.8187452999998 +2010-11-05 09:30:00,174,6.2,1.0,536.6405161 +2010-11-05 10:30:00,101,6.0,1.0,544.0268262 +2010-11-05 11:30:00,97,5.4,1.0,545.4094627000002 +2010-11-05 12:30:00,81,5.2,1.0,547.1044555 +2010-11-05 13:30:00,53,5.0,1.0,542.6441897999998 +2010-11-05 14:30:00,18,4.9,0.0,540.071843 +2010-11-05 15:30:00,0,4.8,1.0,270.0 +2010-11-05 16:30:00,0,4.7,0.0,555.8504347 +2010-11-05 17:30:00,0,4.6,0.0,557.3341276000001 +2010-11-05 18:30:00,0,3.6,2.0,544.6790999 +2010-11-05 19:30:00,0,3.1,1.0,515.7677589 +2010-11-05 20:30:00,0,3.0,1.0,490.2877449 +2010-11-05 21:30:00,0,2.9,2.0,468.1839361 +2010-11-05 22:30:00,0,2.8,2.0,439.9983644 +2010-11-05 23:30:00,0,2.8,2.0,415.6115978 +2010-11-06 00:30:00,0,2.8,1.0,402.8371397 +2010-11-06 01:30:00,0,2.9,1.0,397.113668 +2010-11-06 02:30:00,0,2.9,2.0,403.4296982 +2010-11-06 03:30:00,0,2.7,2.0,410.8435692 +2010-11-06 04:30:00,0,2.6,3.0,430.6644202 +2010-11-06 05:30:00,0,2.6,2.0,482.1756654 +2010-11-06 06:30:00,5,2.4,3.0,514.5872355 +2010-11-06 07:30:00,38,2.4,3.0,525.4002791 +2010-11-06 08:30:00,70,2.5,4.0,526.6405178 +2010-11-06 09:30:00,91,2.3,4.0,533.5720738 +2010-11-06 10:30:00,100,2.1,4.0,546.5256774000002 +2010-11-06 11:30:00,96,2.5,4.0,546.9574642000001 +2010-11-06 12:30:00,79,2.7,6.0,543.0621962 +2010-11-06 13:30:00,52,2.9,5.0,534.7709711 +2010-11-06 14:30:00,17,2.7,7.0,526.7094199000002 +2010-11-06 15:30:00,0,2.6,7.0,520.0350986000002 +2010-11-06 16:30:00,0,2.6,5.0,539.1761151000002 +2010-11-06 17:30:00,0,2.6,7.0,544.5229217 +2010-11-06 18:30:00,0,2.5,7.0,531.2110269 +2010-11-06 19:30:00,0,2.2,6.0,506.4062539 +2010-11-06 20:30:00,0,2.0,6.0,482.2537545 +2010-11-06 21:30:00,0,2.1,5.0,458.6938137 +2010-11-06 22:30:00,0,2.4,4.0,429.5527989 +2010-11-06 23:30:00,0,2.0,5.0,414.9822915 +2010-11-07 00:30:00,0,1.8,5.0,406.3327753 +2010-11-07 01:30:00,0,1.6,4.0,404.5964412 +2010-11-07 02:30:00,0,1.0,2.0,411.6336472 +2010-11-07 03:30:00,0,0.8,2.0,420.3428786 +2010-11-07 04:30:00,0,0.7,3.0,442.7774177 +2010-11-07 05:30:00,0,0.2,2.0,484.8674427 +2010-11-07 06:30:00,4,0.0,1.0,525.041988 +2010-11-07 07:30:00,37,-0.2,0.0,534.4678017 +2010-11-07 08:30:00,68,-0.1,0.0,532.4926068 +2010-11-07 09:30:00,89,0.1,0.0,545.0144237000002 +2010-11-07 10:30:00,98,1.1,1.0,549.143959 +2010-11-07 11:30:00,95,2.2,4.0,549.2358286 +2010-11-07 12:30:00,78,2.6,3.0,545.0236106000001 +2010-11-07 13:30:00,50,2.8,3.0,533.3837411999998 +2010-11-07 14:30:00,16,3.5,3.0,524.8031272 +2010-11-07 15:30:00,0,3.1,5.0,517.4627518 +2010-11-07 16:30:00,0,3.2,3.0,537.237668 +2010-11-07 17:30:00,0,3.6,6.0,538.0874612000001 +2010-11-07 18:30:00,0,3.3,5.0,524.7893467 +2010-11-07 19:30:00,0,3.1,3.0,499.60790870000005 +2010-11-07 20:30:00,0,2.5,3.0,478.6111277 +2010-11-07 21:30:00,0,2.5,5.0,446.7645553 +2010-11-07 22:30:00,0,2.2,3.0,415.2716805 +2010-11-07 23:30:00,0,1.7,4.0,392.630435 +2010-11-08 00:30:00,0,1.8,4.0,378.7765099 +2010-11-08 01:30:00,0,1.9,3.0,373.5031989 +2010-11-08 02:30:00,0,1.8,2.0,378.5881774 +2010-11-08 03:30:00,0,1.7,2.0,391.9643809 +2010-11-08 04:30:00,0,1.5,2.0,414.2519287 +2010-11-08 05:30:00,0,1.6,2.0,469.5206377 +2010-11-08 06:30:00,3,1.7,2.0,508.0323445 +2010-11-08 07:30:00,36,1.7,2.0,513.4388663999998 +2010-11-08 08:30:00,67,2.2,3.0,520.6644048999998 +2010-11-08 09:30:00,167,2.7,4.0,529.5022536 +2010-11-08 10:30:00,183,3.0,5.0,536.9344986000001 +2010-11-08 11:30:00,93,2.8,6.0,526.9207198 +2010-11-08 12:30:00,77,2.4,6.0,524.1186991999998 +2010-11-08 13:30:00,49,2.4,5.0,520.3153007 +2010-11-08 14:30:00,15,2.7,3.0,513.406712 +2010-11-08 15:30:00,0,3.0,6.0,509.70437 +2010-11-08 16:30:00,0,2.8,6.0,527.3111653 +2010-11-08 17:30:00,0,2.8,7.0,520.0534725 +2010-11-08 18:30:00,0,2.4,7.5,505.1614217 +2010-11-08 19:30:00,0,2.3,8.0,481.4085549 +2010-11-08 20:30:00,0,2.3,8.4,464.5367158 +2010-11-08 21:30:00,0,3.0,7.5,444.6791169 +2010-11-08 22:30:00,0,3.9,6.1,419.0888595 +2010-11-08 23:30:00,0,4.9,4.5,404.1692479 +2010-11-09 00:30:00,0,5.7,3.1,399.6033323 +2010-11-09 01:30:00,0,6.2,2.1,392.04247 +2010-11-09 02:30:00,0,6.3,2.1,397.7062265 +2010-11-09 03:30:00,0,6.2,2.2,401.4636902 +2010-11-09 04:30:00,0,6.6,2.0,402.4972224 +2010-11-09 05:30:00,0,5.4,2.0,411.08243 +2010-11-09 06:30:00,5,5.1,2.0,433.5491234 +2010-11-09 07:30:00,65,5.9,2.0,456.5808145 +2010-11-09 08:30:00,124,7.0,2.0,478.2941778 +2010-11-09 09:30:00,164,7.4,3.0,481.6887569 +2010-11-09 10:30:00,181,8.2,2.0,477.476539 +2010-11-09 11:30:00,174,9.6,2.0,479.23584050000005 +2010-11-09 12:30:00,143,10.8,2.0,466.4246346 +2010-11-09 13:30:00,91,10.1,2.0,459.2771852 +2010-11-09 14:30:00,26,9.8,1.0,449.644665 +2010-11-09 15:30:00,0,8.7,0.0,452.0194924 +2010-11-09 16:30:00,0,8.5,1.0,474.2840729 +2010-11-09 17:30:00,0,9.1,1.0,476.1444308 +2010-11-09 18:30:00,0,7.8,1.0,459.4609243 +2010-11-09 19:30:00,0,8.5,1.0,439.8697471 +2010-11-09 20:30:00,0,7.8,2.0,430.0764552 +2010-11-09 21:30:00,0,7.4,2.0,418.9464617 +2010-11-09 22:30:00,0,7.4,2.0,401.3121055 +2010-11-09 23:30:00,0,7.4,2.0,381.0181264 +2010-11-10 00:30:00,0,7.4,1.0,363.7650288 +2010-11-10 01:30:00,0,7.5,1.0,355.611608 +2010-11-10 02:30:00,0,6.8,2.0,351.2707727 +2010-11-10 03:30:00,0,6.5,2.0,353.2321872 +2010-11-10 04:30:00,0,6.4,2.0,350.7011817 +2010-11-10 05:30:00,0,6.4,1.0,346.0847378 +2010-11-10 06:30:00,2,6.3,1.0,353.7053153 +2010-11-10 07:30:00,33,6.4,1.0,375.2119721 +2010-11-10 08:30:00,64,6.4,1.0,402.0929965 +2010-11-10 09:30:00,217,6.8,1.0,419.1761355 +2010-11-10 10:30:00,310,7.4,2.0,434.8490773 +2010-11-10 11:30:00,298,6.9,2.0,440.17751 +2010-11-10 12:30:00,222,8.7,2.0,432.8555085 +2010-11-10 13:30:00,141,8.7,2.0,428.753534 +2010-11-10 14:30:00,25,7.8,1.0,420.163733 +2010-11-10 15:30:00,0,6.9,1.0,423.9074163 +2010-11-10 16:30:00,0,6.2,1.0,450.1131996 +2010-11-10 17:30:00,0,5.6,2.0,457.68784230000006 +2010-11-10 18:30:00,0,5.8,2.0,451.3580317 +2010-11-10 19:30:00,0,5.7,3.0,433.824732 +2010-11-10 20:30:00,0,5.6,3.0,419.6308897 +2010-11-10 21:30:00,0,4.6,2.0,412.547749 +2010-11-10 22:30:00,0,4.5,2.0,391.8862918 +2010-11-10 23:30:00,0,4.8,3.0,371.4269475 +2010-11-11 00:30:00,0,5.0,2.0,361.1329667 +2010-11-11 01:30:00,0,5.1,2.0,358.9786263000001 +2010-11-11 02:30:00,0,5.2,3.0,366.2822539 +2010-11-11 03:30:00,0,5.4,3.0,380.46231580000006 +2010-11-11 04:30:00,0,5.4,3.0,404.9639193 +2010-11-11 05:30:00,0,5.5,2.0,466.5119107 +2010-11-11 06:30:00,1,5.6,2.0,503.1265117 +2010-11-11 07:30:00,32,5.8,2.0,514.3483746999998 +2010-11-11 08:30:00,63,6.1,2.0,519.7457095999998 +2010-11-11 09:30:00,84,6.5,2.0,525.8320659 +2010-11-11 10:30:00,93,6.7,3.0,521.9046434999998 +2010-11-11 11:30:00,89,6.9,3.0,521.5922871 +2010-11-11 12:30:00,73,7.0,3.0,525.8274723999998 +2010-11-11 13:30:00,46,7.2,3.0,517.7337669 +2010-11-11 14:30:00,12,7.0,3.0,514.5275203 +2010-11-11 15:30:00,0,7.0,3.0,509.06128330000007 +2010-11-11 16:30:00,0,7.2,3.0,532.9841088000002 +2010-11-11 17:30:00,0,7.2,4.0,533.2000022 +2010-11-11 18:30:00,0,7.3,3.0,523.6363841 +2010-11-11 19:30:00,0,7.3,4.0,500.9262364 +2010-11-11 20:30:00,0,7.0,5.0,481.3764005 +2010-11-11 21:30:00,0,6.3,3.0,463.1173315 +2010-11-11 22:30:00,0,5.6,3.0,433.8293255 +2010-11-11 23:30:00,0,5.3,3.0,411.8449471 +2010-11-12 00:30:00,0,4.6,2.0,400.2050777 +2010-11-12 01:30:00,0,4.3,2.0,395.2808709 +2010-11-12 02:30:00,0,3.8,3.0,396.2500944 +2010-11-12 03:30:00,0,3.4,3.0,399.52983660000007 +2010-11-12 04:30:00,0,2.9,3.0,419.3874354 +2010-11-12 05:30:00,0,2.6,3.0,471.6887586 +2010-11-12 06:30:00,1,2.4,3.0,505.1200805 +2010-11-12 07:30:00,78,2.6,3.0,511.37180189999987 +2010-11-12 08:30:00,185,3.1,4.0,515.0511766 +2010-11-12 09:30:00,286,4.8,3.0,519.9478224999998 +2010-11-12 10:30:00,301,5.0,3.0,529.7962361000001 +2010-11-12 11:30:00,304,5.6,3.0,529.5206275 +2010-11-12 12:30:00,254,6.8,3.0,526.0571463 +2010-11-12 13:30:00,158,6.3,3.0,521.8449283 +2010-11-12 14:30:00,37,5.6,3.0,520.1729029 +2010-11-12 15:30:00,0,5.6,4.0,514.8398767 +2010-11-12 16:30:00,0,5.8,3.0,534.8214994 +2010-11-12 17:30:00,0,5.6,3.0,531.8816744 +2010-11-12 18:30:00,0,5.5,3.0,520.1866833 +2010-11-12 19:30:00,0,5.2,1.0,496.3878817 +2010-11-12 20:30:00,0,6.2,1.0,474.5872423 +2010-11-12 21:30:00,0,6.9,2.0,449.04291960000006 +2010-11-12 22:30:00,0,6.9,2.0,418.7030075 +2010-11-12 23:30:00,0,7.0,2.0,394.8307102 +2010-11-13 00:30:00,0,6.7,1.0,385.3084334 +2010-11-13 01:30:00,0,6.9,1.0,381.4912545 +2010-11-13 02:30:00,0,6.8,1.0,387.3065957 +2010-11-13 03:30:00,0,6.9,1.0,402.82335930000005 +2010-11-13 04:30:00,0,7.7,0.0,421.11458260000006 +2010-11-13 05:30:00,0,7.3,1.0,475.40488110000007 +2010-11-13 06:30:00,1,7.9,1.0,513.5215489 +2010-11-13 07:30:00,56,7.8,1.0,519.6538400000002 +2010-11-13 08:30:00,60,8.5,0.0,513.2275664 +2010-11-13 09:30:00,81,8.3,0.0,522.1664717 +2010-11-13 10:30:00,230,9.4,1.0,533.0943522 +2010-11-13 11:30:00,164,10.1,1.0,533.8430889 +2010-11-13 12:30:00,133,9.7,1.0,528.8775408 +2010-11-13 13:30:00,111,9.2,1.0,522.5201694 +2010-11-13 14:30:00,20,8.4,2.0,514.3759356 +2010-11-13 15:30:00,0,7.8,2.0,513.030047 +2010-11-13 16:30:00,0,7.8,1.0,540.7333036 +2010-11-13 17:30:00,0,7.9,2.0,543.9395502 +2010-11-13 18:30:00,0,7.5,2.0,533.6409759 +2010-11-13 19:30:00,0,7.3,1.0,508.431977 +2010-11-13 20:30:00,0,7.4,0.0,483.4159041 +2010-11-13 21:30:00,0,7.1,1.0,460.3750261 +2010-11-13 22:30:00,0,6.1,2.0,431.8541306 +2010-11-13 23:30:00,0,4.7,1.0,411.1880799 +2010-11-14 00:30:00,0,4.5,2.0,401.9597857 +2010-11-14 01:30:00,0,4.2,3.0,400.2142646 +2010-11-14 02:30:00,0,3.9,2.0,401.9781596 +2010-11-14 03:30:00,0,3.7,3.0,410.2280433 +2010-11-14 04:30:00,0,4.5,3.0,425.8872047 +2010-11-14 05:30:00,0,4.6,3.0,479.5941317 +2010-11-14 06:30:00,2,4.9,2.0,521.1375329 +2010-11-14 07:30:00,72,5.8,1.0,531.482042 +2010-11-14 08:30:00,150,6.0,2.0,533.8522758 +2010-11-14 09:30:00,152,5.6,2.0,537.9266895 +2010-11-14 10:30:00,168,5.7,1.0,546.1398254 +2010-11-14 11:30:00,85,5.6,1.0,551.5647211 +2010-11-14 12:30:00,131,5.8,1.0,548.5146528 +2010-11-14 13:30:00,81,6.1,0.0,540.466882 +2010-11-14 14:30:00,18,5.8,1.0,533.5399194 +2010-11-14 15:30:00,0,5.2,1.0,531.8678940000002 +2010-11-14 16:30:00,0,4.6,1.0,544.4907674 +2010-11-14 17:30:00,0,4.1,2.0,539.2450172 +2010-11-14 18:30:00,0,3.4,2.0,528.9556299 +2010-11-14 19:30:00,0,3.3,3.0,498.5054743 +2010-11-14 20:30:00,0,3.1,3.0,475.1063051 +2010-11-14 21:30:00,0,2.5,3.0,451.4728687 +2010-11-14 22:30:00,0,2.0,2.0,419.8054418 +2010-11-14 23:30:00,0,1.9,2.0,390.0994294 +2010-11-15 00:30:00,0,1.7,3.0,381.3396698 +2010-11-15 01:30:00,0,1.5,3.0,377.7935059 +2010-11-15 02:30:00,0,1.4,3.0,380.7976395 +2010-11-15 03:30:00,0,1.3,3.0,388.6249235 +2010-11-15 04:30:00,0,1.2,3.0,408.7213831 +2010-11-15 05:30:00,0,1.4,3.0,462.3685949 +2010-11-15 06:30:00,0,1.7,3.0,503.1265117 +2010-11-15 07:30:00,27,1.8,4.0,520.250992 +2010-11-15 08:30:00,58,2.2,3.0,519.5068488 +2010-11-15 09:30:00,79,2.6,4.0,523.7374406 +2010-11-15 10:30:00,166,3.1,4.0,525.7907246 +2010-11-15 11:30:00,84,3.3,3.0,525.4416204 +2010-11-15 12:30:00,68,3.0,3.0,516.8564129 +2010-11-15 13:30:00,41,3.0,3.0,506.5119038 +2010-11-15 14:30:00,9,3.2,3.0,497.8348268 +2010-11-15 15:30:00,0,3.2,3.0,500.7149365 +2010-11-15 16:30:00,0,3.2,3.0,526.4429983 +2010-11-15 17:30:00,0,3.2,2.0,524.4861773 +2010-11-15 18:30:00,0,3.3,1.0,511.8357431 +2010-11-15 19:30:00,0,3.3,2.0,486.759955 +2010-11-15 20:30:00,0,3.6,1.0,468.6295033 +2010-11-15 21:30:00,0,3.7,2.0,451.3626252 +2010-11-15 22:30:00,0,3.7,2.0,426.2363089 +2010-11-15 23:30:00,0,3.6,2.0,400.5495884 +2010-11-16 00:30:00,0,3.7,2.0,387.0723284 +2010-11-16 01:30:00,0,3.6,2.0,383.0805974 +2010-11-16 02:30:00,0,3.5,1.0,379.3323205 +2010-11-16 03:30:00,0,3.7,1.0,378.1839514 +2010-11-16 04:30:00,0,3.6,2.0,376.8288759 +2010-11-16 05:30:00,0,3.4,2.0,382.4007628 +2010-11-16 06:30:00,0,3.5,2.0,408.0828898 +2010-11-16 07:30:00,26,3.4,3.0,434.6883056 +2010-11-16 08:30:00,107,3.0,4.0,449.548202 +2010-11-16 09:30:00,77,2.9,4.0,460.1637262 +2010-11-16 10:30:00,87,2.4,4.0,465.473785 +2010-11-16 11:30:00,157,3.0,3.0,463.0759902 +2010-11-16 12:30:00,127,2.6,3.0,454.72045650000007 +2010-11-16 13:30:00,40,1.3,3.0,450.0672649 +2010-11-16 14:30:00,8,1.9,3.0,448.5422307 +2010-11-16 15:30:00,0,1.4,3.0,455.120089 +2010-11-16 16:30:00,0,1.1,4.0,482.8095652 +2010-11-16 17:30:00,0,0.6,3.0,482.8830608 +2010-11-16 18:30:00,0,0.2,3.0,470.0948223 +2010-11-16 19:30:00,0,0.4,3.0,442.0700223 +2010-11-16 20:30:00,0,0.4,2.0,425.7953351 +2010-11-16 21:30:00,0,0.7,3.0,415.9744824 +2010-11-16 22:30:00,0,0.7,3.0,396.1490379 +2010-11-16 23:30:00,0,0.7,3.0,379.2082967 +2010-11-17 00:30:00,0,0.8,2.0,369.9340677 +2010-11-17 01:30:00,0,0.6,2.0,362.2216207 +2010-11-17 02:30:00,0,0.7,2.0,355.8872166000001 +2010-11-17 03:30:00,0,0.4,2.0,357.0126183000001 +2010-11-17 04:30:00,0,0.5,3.0,355.3865277 +2010-11-17 05:30:00,0,0.7,3.0,350.0029732 +2010-11-17 06:30:00,0,1.0,3.0,358.7259851 +2010-11-17 07:30:00,25,0.8,3.0,376.9758671 +2010-11-17 08:30:00,55,0.9,2.0,395.68509680000005 +2010-11-17 09:30:00,76,0.9,3.0,417.8348404 +2010-11-17 10:30:00,162,1.3,3.0,432.1894544 +2010-11-17 11:30:00,155,1.9,2.0,435.31301839999986 +2010-11-17 12:30:00,125,1.9,3.0,427.3065889 +2010-11-17 13:30:00,75,1.2,2.0,418.7810966 +2010-11-17 14:30:00,15,2.0,2.0,413.3056726 +2010-11-17 15:30:00,0,0.9,2.0,420.0994243 +2010-11-17 16:30:00,0,1.5,3.0,444.95931900000005 +2010-11-17 17:30:00,0,1.4,3.0,451.7392903 +2010-11-17 18:30:00,0,1.2,3.0,446.1030947 +2010-11-17 19:30:00,0,1.2,2.0,429.0888578 +2010-11-17 20:30:00,0,0.9,2.0,420.2556025 +2010-11-17 21:30:00,0,0.8,2.0,417.2422819 +2010-11-17 22:30:00,0,0.8,3.0,390.7287357 +2010-11-17 23:30:00,0,0.6,3.0,368.9051289 +2010-11-18 00:30:00,0,0.6,2.0,360.7608951 +2010-11-18 01:30:00,0,0.5,2.0,362.9060487 +2010-11-18 02:30:00,0,0.5,2.0,371.0502825 +2010-11-18 03:30:00,0,0.2,3.0,380.8343874 +2010-11-18 04:30:00,0,-0.1,3.0,399.8973147 +2010-11-18 05:30:00,0,0.0,2.0,461.753069 +2010-11-18 06:30:00,0,0.0,2.0,510.783837 +2010-11-18 07:30:00,24,-0.1,3.0,527.2422632 +2010-11-18 08:30:00,54,0.0,3.0,530.9124509 +2010-11-18 09:30:00,75,0.0,3.0,541.2018382 +2010-11-18 10:30:00,160,0.8,3.0,545.6069821000002 +2010-11-18 11:30:00,153,0.9,2.0,544.4172717 +2010-11-18 12:30:00,122,1.4,2.0,543.3378048 +2010-11-18 13:30:00,126,1.2,3.0,537.334131 +2010-11-18 14:30:00,24,0.7,2.0,535.0695471 +2010-11-18 15:30:00,0,0.0,1.0,533.3883347 +2010-11-18 16:30:00,0,-0.3,1.0,547.1733576 +2010-11-18 17:30:00,0,0.0,2.0,545.3864953 +2010-11-18 18:30:00,0,0.2,1.0,533.6593498 +2010-11-18 19:30:00,0,0.3,1.0,504.5918307 +2010-11-18 20:30:00,0,0.2,1.0,481.2983114 +2010-11-18 21:30:00,0,0.1,0.0,459.5573873 +2010-11-18 22:30:00,0,0.1,0.0,423.81554680000005 +2010-11-18 23:30:00,0,0.3,1.0,403.5858764 +2010-11-19 00:30:00,0,0.2,1.0,392.8738892 +2010-11-19 01:30:00,0,0.1,1.0,389.6860165 +2010-11-19 02:30:00,0,-0.1,1.0,396.2179401 +2010-11-19 03:30:00,0,-0.4,2.0,402.8922614 +2010-11-19 04:30:00,0,-1.2,2.0,423.4205078 +2010-11-19 05:30:00,0,-1.3,1.0,479.4838882 +2010-11-19 06:30:00,0,-1.6,2.0,521.2661503 +2010-11-19 07:30:00,58,-2.0,1.0,534.8995884999998 +2010-11-19 08:30:00,134,-1.2,2.0,535.2854405 +2010-11-19 09:30:00,140,0.6,0.0,540.2142408 +2010-11-19 10:30:00,157,1.1,1.0,546.5670187000002 +2010-11-19 11:30:00,151,2.0,1.0,547.2652272 +2010-11-19 12:30:00,121,2.2,1.0,549.538998 +2010-11-19 13:30:00,132,2.6,1.0,545.4921452000002 +2010-11-19 14:30:00,23,1.3,1.0,544.7480019999998 +2010-11-19 15:30:00,0,-0.4,1.0,544.7112542 +2010-11-19 16:30:00,0,-1.2,1.0,555.2532828 +2010-11-19 17:30:00,0,-0.7,1.0,551.9276057999998 +2010-11-19 18:30:00,0,-0.4,2.0,539.5068454 +2010-11-19 19:30:00,0,-0.1,2.0,506.8426341 +2010-11-19 20:30:00,0,0.0,2.0,489.99835589999986 +2010-11-19 21:30:00,0,0.1,2.0,470.74250250000006 +2010-11-19 22:30:00,0,-0.2,2.0,440.0902339 +2010-11-19 23:30:00,0,-0.4,2.0,414.9225763 +2010-11-20 00:30:00,0,-0.5,1.0,404.150874 +2010-11-20 01:30:00,0,-0.3,1.0,398.9143108 +2010-11-20 02:30:00,0,-0.2,2.0,402.0195009 +2010-11-20 03:30:00,0,-0.2,1.0,410.4117824 +2010-11-20 04:30:00,0,-0.2,2.0,427.4076454 +2010-11-20 05:30:00,0,-0.2,1.0,479.2220601 +2010-11-20 06:30:00,0,0.0,2.0,517.3984431 +2010-11-20 07:30:00,22,-0.1,1.0,528.6248996 +2010-11-20 08:30:00,52,-0.4,1.0,525.4324335 +2010-11-20 09:30:00,73,-0.3,1.0,534.3897126 +2010-11-20 10:30:00,82,0.4,2.0,542.6487833 +2010-11-20 11:30:00,78,0.5,2.0,543.388333 +2010-11-20 12:30:00,63,1.1,2.0,543.8430872 +2010-11-20 13:30:00,37,1.6,2.0,535.6437317 +2010-11-20 14:30:00,6,1.9,2.0,535.2578796 +2010-11-20 15:30:00,0,1.6,2.0,534.8720276 +2010-11-20 16:30:00,0,1.6,3.0,270.0 +2010-11-20 17:30:00,0,1.5,2.0,552.3593926 +2010-11-20 18:30:00,0,1.5,4.0,541.247773 +2010-11-20 19:30:00,0,1.4,4.0,514.7066659 +2010-11-20 20:30:00,0,1.3,3.0,491.4315206 +2010-11-20 21:30:00,0,1.3,4.0,468.4595447 +2010-11-20 22:30:00,0,1.2,2.0,434.0773732 +2010-11-20 23:30:00,0,1.2,2.0,410.696578 +2010-11-21 00:30:00,0,1.2,2.0,398.1885415 +2010-11-21 01:30:00,0,1.3,2.0,396.7370029 +2010-11-21 02:30:00,0,1.3,2.0,404.3162391 +2010-11-21 03:30:00,0,1.3,3.0,412.5247816 +2010-11-21 04:30:00,0,1.4,3.0,434.3483883 +2010-11-21 05:30:00,0,1.4,3.0,493.7236653 +2010-11-21 06:30:00,0,1.7,3.0,534.7434103 +2010-11-21 07:30:00,21,1.9,3.0,545.2211301 +2010-11-21 08:30:00,51,2.0,2.0,543.8844285 +2010-11-21 09:30:00,71,2.3,2.0,546.7553512999998 +2010-11-21 10:30:00,81,2.6,2.0,547.1457968 +2010-11-21 11:30:00,77,3.2,2.0,546.1214514999998 +2010-11-21 12:30:00,62,3.4,1.0,543.7144698 +2010-11-21 13:30:00,90,3.2,1.0,541.7898032 +2010-11-21 14:30:00,18,2.0,2.0,534.5688581999998 +2010-11-21 15:30:00,0,0.9,1.0,534.509143 +2010-11-21 16:30:00,0,0.3,2.0,554.0084506000002 +2010-11-21 17:30:00,0,0.1,3.0,553.838492 +2010-11-21 18:30:00,0,-0.8,2.0,539.0474977000001 +2010-11-21 19:30:00,0,-1.1,3.0,512.6625688 +2010-11-21 20:30:00,0,-1.6,3.0,493.63179580000013 +2010-11-21 21:30:00,0,-1.7,3.0,467.66027980000007 +2010-11-21 22:30:00,0,-2.0,3.0,433.52615610000015 +2010-11-21 23:30:00,0,-2.3,4.0,407.7705334 +2010-11-22 00:30:00,0,-2.5,4.0,397.0723267 +2010-11-22 01:30:00,0,-1.8,4.0,389.4195949 +2010-11-22 02:30:00,0,-2.0,3.0,394.3438017 +2010-11-22 03:30:00,0,-2.0,3.0,403.0254722 +2010-11-22 04:30:00,0,-2.8,3.0,426.3098045 +2010-11-22 05:30:00,0,-2.9,3.0,480.3842096 +2010-11-22 06:30:00,0,-3.1,2.0,521.6749697 +2010-11-22 07:30:00,37,-2.8,3.0,534.3345909 +2010-11-22 08:30:00,94,-2.0,3.0,541.9459813999998 +2010-11-22 09:30:00,133,-0.8,2.0,547.6372987999998 +2010-11-22 10:30:00,275,0.2,2.0,553.0208532 +2010-11-22 11:30:00,264,1.0,2.0,549.4838762999998 +2010-11-22 12:30:00,211,1.2,3.0,546.7369774 +2010-11-22 13:30:00,123,1.4,2.0,539.1898955 +2010-11-22 14:30:00,17,0.3,2.0,534.7066625 +2010-11-22 15:30:00,0,-0.9,2.0,538.7535152 +2010-11-22 16:30:00,0,-2.1,3.0,545.1751954 +2010-11-22 17:30:00,0,-2.0,2.0,532.6947198 +2010-11-22 18:30:00,0,-2.2,3.0,515.9239371 +2010-11-22 19:30:00,0,-2.7,2.0,489.3736431 +2010-11-22 20:30:00,0,-2.6,2.0,470.1453505 +2010-11-22 21:30:00,0,-2.6,2.0,450.17750830000006 +2010-11-22 22:30:00,0,-2.7,2.0,425.2900527 +2010-11-22 23:30:00,0,-2.4,1.0,404.4127021 +2010-11-23 00:30:00,0,-2.6,1.0,388.8637842 +2010-11-23 01:30:00,0,-3.1,1.0,381.7347087 +2010-11-23 02:30:00,0,-2.4,1.0,380.1637398 +2010-11-23 03:30:00,0,-2.9,2.0,380.5679657 +2010-11-23 04:30:00,0,-2.5,3.0,378.7076077 +2010-11-23 05:30:00,0,-2.3,3.0,385.891805 +2010-11-23 06:30:00,0,-1.7,3.0,407.2422836 +2010-11-23 07:30:00,36,-1.1,3.0,434.2657058 +2010-11-23 08:30:00,92,-0.6,3.0,453.8522895 +2010-11-23 09:30:00,245,0.6,4.0,465.40947630000005 +2010-11-23 10:30:00,271,1.2,4.0,467.2836147 +2010-11-23 11:30:00,192,1.1,3.0,465.1568351 +2010-11-23 12:30:00,213,1.4,4.0,457.50869680000005 +2010-11-23 13:30:00,64,1.2,3.0,456.6589036 +2010-11-23 14:30:00,8,1.2,3.0,457.1458121 +2010-11-23 15:30:00,0,1.0,3.0,462.446684 +2010-11-23 16:30:00,0,0.6,1.0,483.09895419999987 +2010-11-23 17:30:00,0,0.2,2.0,478.5146647 +2010-11-23 18:30:00,0,0.2,1.0,462.7590404 +2010-11-23 19:30:00,0,0.4,1.0,435.8366747 +2010-11-23 20:30:00,0,0.5,2.0,426.2684632 +2010-11-23 21:30:00,0,0.4,1.0,423.673149 +2010-11-23 22:30:00,0,0.5,1.0,405.1338779 +2010-11-23 23:30:00,0,0.4,2.0,379.4976857 +2010-11-24 00:30:00,0,0.4,1.0,369.4930939 +2010-11-24 01:30:00,0,0.3,1.0,364.702098 +2010-11-24 02:30:00,0,0.2,2.0,362.7131226 +2010-11-24 03:30:00,0,-0.4,1.0,364.6423828 +2010-11-24 04:30:00,0,-0.5,1.0,360.86195160000005 +2010-11-24 05:30:00,0,-0.4,1.0,357.93590710000007 +2010-11-24 06:30:00,0,-0.2,1.0,362.6350335 +2010-11-24 07:30:00,18,-0.1,0.0,381.2110524 +2010-11-24 08:30:00,47,0.3,0.0,405.5151365 +2010-11-24 09:30:00,68,0.2,1.0,423.3240448 +2010-11-24 10:30:00,78,-0.1,1.0,444.5872474 +2010-11-24 11:30:00,74,-0.2,2.0,452.64879860000013 +2010-11-24 12:30:00,59,-0.3,3.0,445.10171680000013 +2010-11-24 13:30:00,33,-0.5,3.0,439.71356889999987 +2010-11-24 14:30:00,4,-0.4,4.0,436.9115482 +2010-11-24 15:30:00,0,-0.4,5.0,442.8922546 +2010-11-24 16:30:00,0,-0.5,5.0,461.367217 +2010-11-24 17:30:00,0,-0.6,4.0,465.56106100000005 +2010-11-24 18:30:00,0,-1.0,4.2,456.6175623 +2010-11-24 19:30:00,0,-1.2,3.8,442.5707112 +2010-11-24 20:30:00,0,-1.4,3.9,433.2597344 +2010-11-24 21:30:00,0,-0.6,4.4,431.5923025 +2010-11-24 22:30:00,0,0.5,4.8,408.2895963 +2010-11-24 23:30:00,0,1.8,5.1,391.1605225 +2010-11-25 00:30:00,0,2.9,5.0,382.0975934 +2010-11-25 01:30:00,0,3.5,4.7,379.3093532 +2010-11-25 02:30:00,0,3.3,4.0,384.0544144 +2010-11-25 03:30:00,0,3.3,4.2,395.9101772 +2010-11-25 04:30:00,0,3.0,3.0,421.0686478 +2010-11-25 05:30:00,0,3.4,3.0,476.4981285 +2010-11-25 06:30:00,0,3.5,3.0,523.1219148 +2010-11-25 07:30:00,17,3.5,3.0,533.9533322999998 +2010-11-25 08:30:00,46,3.5,3.0,536.465964 +2010-11-25 09:30:00,67,3.8,3.0,544.2565001 +2010-11-25 10:30:00,76,4.1,3.0,550.329076 +2010-11-25 11:30:00,73,4.4,4.0,545.9974276 +2010-11-25 12:30:00,58,4.7,3.0,547.6235182999999 +2010-11-25 13:30:00,62,5.1,3.0,541.5647227999998 +2010-11-25 14:30:00,13,5.3,3.0,542.0378509 +2010-11-25 15:30:00,0,3.3,4.0,544.169224 +2010-11-25 16:30:00,0,2.5,4.0,557.9129055999998 +2010-11-25 17:30:00,0,2.2,2.0,556.2592541 +2010-11-25 18:30:00,0,1.6,4.0,544.2886543999998 +2010-11-25 19:30:00,0,1.8,5.0,518.4641296 +2010-11-25 20:30:00,0,1.3,5.0,495.0833344 +2010-11-25 21:30:00,0,1.4,5.5,472.7544452 +2010-11-25 22:30:00,0,1.5,4.8,441.7898202 +2010-11-25 23:30:00,0,1.0,4.8,417.724597 +2010-11-26 00:30:00,0,1.2,3.0,406.4567992 +2010-11-26 01:30:00,0,1.1,3.9,403.0897809 +2010-11-26 02:30:00,0,1.1,2.8,407.4122423 +2010-11-26 03:30:00,0,1.6,2.1,416.153628 +2010-11-26 04:30:00,0,1.5,1.0,434.36676219999987 +2010-11-26 05:30:00,0,1.3,3.0,484.2702907 +2010-11-26 06:30:00,0,1.3,4.0,524.1370731000002 +2010-11-26 07:30:00,31,1.2,4.0,532.4420786000002 +2010-11-26 08:30:00,86,1.8,5.0,531.5004159 +2010-11-26 09:30:00,169,2.6,4.0,537.8945351 +2010-11-26 10:30:00,193,3.3,5.0,543.590446 +2010-11-26 11:30:00,137,4.9,3.0,544.5412956 +2010-11-26 12:30:00,172,6.6,3.0,543.9165828 +2010-11-26 13:30:00,96,5.0,4.0,536.9253116 +2010-11-26 14:30:00,9,3.4,4.0,535.965275 +2010-11-26 15:30:00,0,2.5,3.0,540.6414341 +2010-11-26 16:30:00,0,1.4,3.0,562.8003646000002 +2010-11-26 17:30:00,0,1.4,1.0,558.6524552999998 +2010-11-26 18:30:00,0,1.3,2.0,544.9041802 +2010-11-26 19:30:00,0,1.2,2.0,518.1104319 +2010-11-26 20:30:00,0,1.0,2.0,498.6386851 +2010-11-26 21:30:00,0,0.6,2.0,477.49950639999986 +2010-11-26 22:30:00,0,0.9,2.4,445.74021 +2010-11-26 23:30:00,0,0.6,1.8,419.8467831 +2010-11-27 00:30:00,0,-0.7,2.3,407.7062248 +2010-11-27 01:30:00,0,-1.0,1.7,409.8559718 +2010-11-27 02:30:00,0,-0.5,0.6,412.8049837 +2010-11-27 03:30:00,0,0.5,1.0,420.1591395 +2010-11-27 04:30:00,0,0.2,1.0,432.43750210000013 +2010-11-27 05:30:00,0,0.0,1.0,486.59918330000005 +2010-11-27 06:30:00,0,0.3,2.0,532.4880133 +2010-11-27 07:30:00,28,0.0,1.0,548.2620116 +2010-11-27 08:30:00,132,0.3,0.0,548.0415247000002 +2010-11-27 09:30:00,214,3.2,1.0,550.2555802999998 +2010-11-27 10:30:00,224,5.2,2.0,552.6947164 +2010-11-27 11:30:00,183,6.3,1.0,553.9946702000002 +2010-11-27 12:30:00,144,6.3,0.0,551.3763886 +2010-11-27 13:30:00,59,6.1,1.0,543.0943505 +2010-11-27 14:30:00,6,5.7,0.0,545.3543409 +2010-11-27 15:30:00,0,4.0,0.0,551.1421213 +2010-11-27 16:30:00,0,2.3,1.0,570.4530963999998 +2010-11-27 17:30:00,0,1.9,0.0,566.5486414 +2010-11-27 18:30:00,0,1.3,0.0,542.8692702000002 +2010-11-27 19:30:00,0,0.6,0.0,519.6722139 +2010-11-27 20:30:00,0,0.6,0.0,506.5440582 +2010-11-27 21:30:00,0,0.7,0.4,487.4949112 +2010-11-27 22:30:00,0,1.1,0.8,457.3984533 +2010-11-27 23:30:00,0,0.8,0.1,430.8803136 +2010-11-28 00:30:00,0,0.6,0.0,414.8582676 +2010-11-28 01:30:00,0,1.2,0.9,410.5266193 +2010-11-28 02:30:00,0,1.6,1.8,414.2840831 +2010-11-28 03:30:00,0,2.0,2.2,420.7379175 +2010-11-28 04:30:00,0,2.3,2.0,440.4071838 +2010-11-28 05:30:00,0,2.6,1.0,491.4820488 +2010-11-28 06:30:00,0,2.9,1.0,532.06082 +2010-11-28 07:30:00,27,2.9,2.0,547.88994 +2010-11-28 08:30:00,82,3.1,1.0,548.5146528 +2010-11-28 09:30:00,64,3.6,1.0,555.2578762 +2010-11-28 10:30:00,74,4.2,1.0,561.3671999 +2010-11-28 11:30:00,71,4.7,1.0,562.9703232 +2010-11-28 12:30:00,56,4.2,1.0,561.348826 +2010-11-28 13:30:00,31,4.2,1.0,555.1200719 +2010-11-28 14:30:00,3,3.8,1.0,553.0943488 +2010-11-28 15:30:00,0,3.5,1.0,553.0070728 +2010-11-28 16:30:00,0,3.5,0.0,564.4815769999999 +2010-11-28 17:30:00,0,3.5,1.0,557.646484 +2010-11-28 18:30:00,0,3.5,0.0,545.7539734000002 +2010-11-28 19:30:00,0,3.6,0.0,521.7668392 +2010-11-28 20:30:00,0,3.5,0.0,505.0603653 +2010-11-28 21:30:00,0,3.5,0.0,482.4880218 +2010-11-28 22:30:00,0,3.5,0.0,449.6768194 +2010-11-28 23:30:00,0,3.0,0.0,421.6887672 +2010-11-29 00:30:00,0,2.3,0.0,408.0415485 +2010-11-29 01:30:00,0,1.4,0.0,401.2615773 +2010-11-29 02:30:00,0,1.1,0.0,405.5702582 +2010-11-29 03:30:00,0,1.0,0.3,413.98091360000006 +2010-11-29 04:30:00,0,1.1,1.0,430.5633637 +2010-11-29 05:30:00,0,1.1,1.0,477.6924324 +2010-11-29 06:30:00,0,1.2,0.0,525.1154836000002 +2010-11-29 07:30:00,14,1.3,0.0,543.7190632999999 +2010-11-29 08:30:00,42,1.4,0.0,547.3570967 +2010-11-29 09:30:00,63,2.1,0.0,550.8205780000002 +2010-11-29 10:30:00,73,2.4,0.0,553.7512159 +2010-11-29 11:30:00,70,3.6,0.0,553.8201181 +2010-11-29 12:30:00,55,3.5,0.0,549.3552589999998 +2010-11-29 13:30:00,30,3.5,0.0,548.2941659 +2010-11-29 14:30:00,2,3.6,0.0,550.8435453 +2010-11-29 15:30:00,0,3.1,1.0,552.6212207000002 +2010-11-29 16:30:00,0,2.9,0.0,561.0364696 +2010-11-29 17:30:00,0,2.6,1.0,552.662562 +2010-11-29 18:30:00,0,1.8,1.0,545.1476345 +2010-11-29 19:30:00,0,1.8,1.0,520.2831463 +2010-11-29 20:30:00,0,1.1,0.0,503.3286246 +2010-11-29 21:30:00,0,1.0,0.4,486.3786964 +2010-11-29 22:30:00,0,0.9,0.8,455.988256 +2010-11-29 23:30:00,0,0.7,1.3,363.1427742 +2010-11-30 00:30:00,0,0.2,2.8,377.4938623 +2010-11-30 01:30:00,0,-0.2,2.6,386.0963313 +2010-11-30 02:30:00,0,-0.7,4.2,391.9306744 +2010-11-30 03:30:00,0,-1.1,4.1,400.036411 +2010-11-30 04:30:00,0,-1.5,5.0,406.2810269 +2010-11-30 05:30:00,0,-1.4,4.0,412.0087601 +2010-11-30 06:30:00,0,-1.7,5.0,393.2284392 +2010-11-30 07:30:00,13,-1.6,5.0,376.039085 +2010-11-30 08:30:00,41,-1.9,6.0,355.658588 +2010-11-30 09:30:00,62,-1.6,7.0,344.81728819999995 +2010-11-30 10:30:00,72,-1.1,6.0,349.316235 +2010-11-30 11:30:00,69,-0.8,6.0,347.4738607 +2010-11-30 12:30:00,54,-0.6,5.0,351.398134 +2010-11-30 13:30:00,29,-0.3,4.0,361.5517536 +2010-11-30 14:30:00,2,-0.3,5.0,364.8264358 +2010-11-30 15:30:00,0,-0.3,4.0,363.787108 +2010-11-30 16:30:00,0,-0.3,6.0,344.75879310000005 +2010-11-30 17:30:00,0,-0.3,4.0,342.7816559 +2010-11-30 18:30:00,0,-0.5,4.0,352.3054398999999 +2010-11-30 19:30:00,0,-0.7,6.0,365.4011542 +2010-11-30 20:30:00,0,-1.0,6.0,376.8636051 +2010-11-30 21:30:00,0,-1.2,6.2,374.0847492 +2010-11-30 22:30:00,0,-1.4,6.9,389.0747253 +2010-11-30 23:30:00,0,-1.5,6.5,397.4352114 +2010-12-01 00:30:00,0,-1.6,7.7,382.44669760000005 +2010-12-01 01:30:00,0,-1.7,6.7,374.8582745 +2010-12-01 02:30:00,0,-1.8,6.9,369.8605720000001 +2010-12-01 03:30:00,0,-2.0,6.5,371.132965 +2010-12-01 04:30:00,0,-2.2,6.0,367.237697 +2010-12-01 05:30:00,0,-2.4,5.0,362.3961728 +2010-12-01 06:30:00,0,-2.5,4.0,375.4140851 +2010-12-01 07:30:00,12,-2.7,6.0,394.876645 +2010-12-01 08:30:00,40,-2.7,5.0,421.6152715 +2010-12-01 09:30:00,61,-2.5,5.0,440.5174273 +2010-12-01 10:30:00,71,-2.3,5.0,453.1908289 +2010-12-01 11:30:00,68,-2.1,4.0,461.6474191 +2010-12-01 12:30:00,54,-1.8,4.0,451.6703881 +2010-12-01 13:30:00,29,-1.9,4.0,438.73975189999993 +2010-12-01 14:30:00,2,-2.0,3.0,440.1453557 +2010-12-01 15:30:00,0,-2.0,4.0,446.2041511 +2010-12-01 16:30:00,0,-2.0,4.0,466.02500210000005 +2010-12-01 17:30:00,0,-1.9,4.0,466.8885757000001 +2010-12-01 18:30:00,0,-1.9,4.0,461.5739234 +2010-12-01 19:30:00,0,-1.9,4.0,453.172455 +2010-12-01 20:30:00,0,-1.7,3.0,448.0736961 +2010-12-01 21:30:00,0,-1.8,1.6,442.5936786 +2010-12-01 22:30:00,0,-1.5,2.7,414.0590027 +2010-12-01 23:30:00,0,-1.3,1.7,385.689692 +2010-12-02 00:30:00,0,-1.3,0.7,377.6235473 +2010-12-02 01:30:00,0,-1.2,1.9,375.5886372 +2010-12-02 02:30:00,0,-1.2,0.8,382.2262107 +2010-12-02 03:30:00,0,-1.1,1.4,390.2739815 +2010-12-02 04:30:00,0,-1.0,0.0,408.5054897 +2010-12-02 05:30:00,0,-0.9,0.0,467.7659297 +2010-12-02 06:30:00,0,-0.7,0.0,515.5288982 +2010-12-02 07:30:00,11,-0.5,0.0,532.8371175 +2010-12-02 08:30:00,40,-0.4,0.0,529.6170905 +2010-12-02 09:30:00,61,-0.2,0.0,534.3024365 +2010-12-02 10:30:00,133,0.3,0.0,537.4627484 +2010-12-02 11:30:00,68,0.6,1.0,539.2587977000002 +2010-12-02 12:30:00,53,0.9,1.0,536.5899878 +2010-12-02 13:30:00,28,1.0,1.0,532.1205352 +2010-12-02 14:30:00,2,0.9,1.0,527.6281152 +2010-12-02 15:30:00,0,0.9,1.0,531.1283443 +2010-12-02 16:30:00,0,0.9,1.0,555.2762501 +2010-12-02 17:30:00,0,0.8,0.0,555.0603567 +2010-12-02 18:30:00,0,0.7,0.0,545.7769408 +2010-12-02 19:30:00,0,0.6,2.0,522.4512672000002 +2010-12-02 20:30:00,0,0.5,2.0,501.4544862 +2010-12-02 21:30:00,0,0.4,2.1,472.7544452 +2010-12-02 22:30:00,0,0.3,1.2,440.659825 +2010-12-02 23:30:00,0,0.2,2.2,413.907418 +2010-12-03 00:30:00,0,0.0,2.3,399.3323171 +2010-12-03 01:30:00,0,-0.1,1.8,398.17016760000007 +2010-12-03 02:30:00,0,-0.4,1.9,401.69336410000005 +2010-12-03 03:30:00,0,-0.7,1.9,407.7980943 +2010-12-03 04:30:00,0,-1.4,3.0,422.3456343 +2010-12-03 05:30:00,0,-1.8,3.0,478.5835668 +2010-12-03 06:30:00,0,-2.1,3.0,526.1306419 +2010-12-03 07:30:00,20,-2.5,3.0,537.6786417000002 +2010-12-03 08:30:00,74,-2.5,3.0,531.2431812 +2010-12-03 09:30:00,179,-2.0,3.0,537.3203506 +2010-12-03 10:30:00,241,-1.8,4.0,546.8058795 +2010-12-03 11:30:00,233,-1.1,4.0,543.4250807999998 +2010-12-03 12:30:00,158,-1.2,3.0,536.8012877 +2010-12-03 13:30:00,53,-1.5,4.0,532.7498415 +2010-12-03 14:30:00,3,-1.8,4.0,533.2229696 +2010-12-03 15:30:00,0,-2.3,4.0,541.7117141 +2010-12-03 16:30:00,0,-2.8,5.0,564.5458857000001 +2010-12-03 17:30:00,0,-2.9,5.0,559.3322899 +2010-12-03 18:30:00,0,-2.7,4.0,549.3047307 +2010-12-03 19:30:00,0,-2.6,4.0,524.2702839 +2010-12-03 20:30:00,0,-2.6,4.0,508.2849858 +2010-12-03 21:30:00,0,-2.7,6.0,480.6368508000001 +2010-12-03 22:30:00,0,-2.9,4.9,450.627669 +2010-12-03 23:30:00,0,-2.5,5.4,429.1026382 +2010-12-04 00:30:00,0,-2.4,4.3,416.3833018 +2010-12-04 01:30:00,0,-2.4,3.7,410.6047084 +2010-12-04 02:30:00,0,-2.3,4.7,414.7296503 +2010-12-04 03:30:00,0,-2.4,4.6,421.4085651 +2010-12-04 04:30:00,0,-2.5,4.0,440.2785665 +2010-12-04 05:30:00,0,-2.6,3.0,497.9129159 +2010-12-04 06:30:00,0,-2.8,4.0,539.3047324 +2010-12-04 07:30:00,18,-2.9,4.0,553.8338985 +2010-12-04 08:30:00,71,-2.9,5.0,556.4981149 +2010-12-04 09:30:00,111,-2.7,5.0,565.956083 +2010-12-04 10:30:00,130,-2.5,5.0,569.369036 +2010-12-04 11:30:00,66,-2.8,5.0,566.1627894 +2010-12-04 12:30:00,52,-3.0,4.0,563.8247098999999 +2010-12-04 13:30:00,28,-2.9,5.0,557.251445 +2010-12-04 14:30:00,1,-3.2,5.0,555.0236089 +2010-12-04 15:30:00,0,-3.4,5.0,557.4903057999999 +2010-12-04 16:30:00,0,-3.4,5.0,562.7360559 +2010-12-04 17:30:00,0,-3.7,5.0,555.1338524 +2010-12-04 18:30:00,0,-3.7,4.8,542.3410204 +2010-12-04 19:30:00,0,-3.8,4.6,520.7103396000001 +2010-12-04 20:30:00,0,-3.9,4.4,499.1347806 +2010-12-04 21:30:00,0,-3.7,4.0,480.4393313 +2010-12-04 22:30:00,0,-3.3,3.6,452.5477422 +2010-12-04 23:30:00,0,-3.0,3.3,427.7337822 +2010-12-05 00:30:00,0,-2.8,3.1,415.6115978 +2010-12-05 01:30:00,0,-3.0,3.2,416.2087497 +2010-12-05 02:30:00,0,-3.6,3.3,423.8385142 +2010-12-05 03:30:00,0,-4.0,3.3,431.578522 +2010-12-05 04:30:00,0,-5.1,3.0,448.1288178 +2010-12-05 05:30:00,0,-4.9,4.0,505.0971131 +2010-12-05 06:30:00,0,-5.1,2.0,551.9321993 +2010-12-05 07:30:00,18,-4.8,2.0,566.7140066000002 +2010-12-05 08:30:00,70,-4.2,1.0,567.1366063999999 +2010-12-05 09:30:00,110,-3.5,0.0,576.3419332999998 +2010-12-05 10:30:00,129,-2.0,0.0,589.4011869 +2010-12-05 11:30:00,125,-0.9,0.0,590.46228 +2010-12-05 12:30:00,98,-0.5,0.0,590.8756929 +2010-12-05 13:30:00,51,-0.9,1.0,590.5633365 +2010-12-05 14:30:00,5,-1.2,0.0,592.5982465 +2010-12-05 15:30:00,0,-2.6,0.0,594.945513 +2010-12-05 16:30:00,0,-3.1,0.0,602.1986124 +2010-12-05 17:30:00,0,-3.1,0.0,596.0892887 +2010-12-05 18:30:00,0,-2.9,1.0,581.9505680999998 +2010-12-05 19:30:00,0,-2.7,1.0,560.6000893999999 +2010-12-05 20:30:00,0,-2.6,1.0,539.9064778 +2010-12-05 21:30:00,0,-2.6,1.1,516.4751543000001 +2010-12-05 22:30:00,0,-2.5,2.2,485.1246773 +2010-12-05 23:30:00,0,-1.9,2.4,456.9896339 +2010-12-06 00:30:00,0,-1.7,2.5,443.0576197 +2010-12-06 01:30:00,0,-1.8,1.6,438.8224344 +2010-12-06 02:30:00,0,-1.7,1.8,445.4324471 +2010-12-06 03:30:00,0,-1.6,2.4,452.1940445 +2010-12-06 04:30:00,0,-1.2,2.0,465.3911024 +2010-12-06 05:30:00,0,-1.3,2.0,518.5514057 +2010-12-06 06:30:00,0,-1.8,2.0,558.1793273 +2010-12-06 07:30:00,16,-2.0,2.0,576.002016 +2010-12-06 08:30:00,69,-1.7,2.0,576.1490073 +2010-12-06 09:30:00,109,-0.5,3.0,582.3777614 +2010-12-06 10:30:00,127,-0.3,3.0,588.8683436000001 +2010-12-06 11:30:00,124,0.3,3.0,583.4572283 +2010-12-06 12:30:00,97,-0.1,5.0,578.6754193 +2010-12-06 13:30:00,50,-0.5,5.0,572.1664632000002 +2010-12-06 14:30:00,1,-0.7,5.0,564.7112507999999 +2010-12-06 15:30:00,0,-0.9,6.0,570.3704137999998 +2010-12-06 16:30:00,0,-2.2,5.0,581.6795529 +2010-12-06 17:30:00,0,-2.4,6.0,573.6088147999999 +2010-12-06 18:30:00,0,-2.4,5.0,555.9193368 +2010-12-06 19:30:00,0,-2.1,5.0,525.2211335 +2010-12-06 20:30:00,0,-1.7,4.0,508.624903 +2010-12-06 21:30:00,0,-1.4,4.9,490.9813599 +2010-12-06 22:30:00,0,-1.4,4.5,459.2128765 +2010-12-06 23:30:00,0,-1.5,4.2,428.7167862 +2010-12-07 00:30:00,0,-1.7,3.9,414.3529852 +2010-12-07 01:30:00,0,-1.4,3.6,410.3290998 +2010-12-07 02:30:00,0,-0.8,3.3,406.782936 +2010-12-07 03:30:00,0,-0.6,1.9,406.3189949 +2010-12-07 04:30:00,0,-1.4,2.0,400.535808 +2010-12-07 05:30:00,0,-1.4,2.0,404.6377825 +2010-12-07 06:30:00,0,-1.4,1.0,424.3897313 +2010-12-07 07:30:00,16,-1.3,1.0,450.5128321 +2010-12-07 08:30:00,68,-1.3,1.0,472.4788366 +2010-12-07 09:30:00,108,-0.8,1.0,487.9496654 +2010-12-07 10:30:00,126,-0.5,1.0,493.007083 +2010-12-07 11:30:00,122,0.2,0.0,491.6520074 +2010-12-07 12:30:00,96,0.7,2.0,481.3350592000001 +2010-12-07 13:30:00,50,0.7,1.0,474.01305769999993 +2010-12-07 14:30:00,2,0.0,2.0,466.5256911 +2010-12-07 15:30:00,0,-0.5,3.0,470.2510005 +2010-12-07 16:30:00,0,-1.0,2.0,484.1830147 +2010-12-07 17:30:00,0,-1.2,1.0,480.6276639 +2010-12-07 18:30:00,0,-1.8,3.0,467.2376799 +2010-12-07 19:30:00,0,-1.8,3.0,443.6088369 +2010-12-07 20:30:00,0,-0.9,6.0,436.9620765 +2010-12-07 21:30:00,0,-1.2,5.6,427.683254 +2010-12-07 22:30:00,0,-0.6,7.1,400.8435709 +2010-12-07 23:30:00,0,-0.5,7.0,381.9000739 +2010-12-08 00:30:00,0,-0.4,4.8,365.859654 +2010-12-08 01:30:00,0,-0.6,4.8,358.2574505 +2010-12-08 02:30:00,0,-0.8,4.2,358.8224481000001 +2010-12-08 03:30:00,0,-1.3,5.1,362.4145467 +2010-12-08 04:30:00,0,-1.1,4.0,360.1224019 +2010-12-08 05:30:00,0,-1.5,3.0,352.3272723 +2010-12-08 06:30:00,0,-2.3,5.0,362.7912117 +2010-12-08 07:30:00,15,-2.1,4.0,383.0438495 +2010-12-08 08:30:00,67,-1.6,3.0,409.0658938 +2010-12-08 09:30:00,56,-1.0,4.0,435.1660272 +2010-12-08 10:30:00,66,-0.1,5.0,457.0906904 +2010-12-08 11:30:00,64,0.4,4.0,460.8619346 +2010-12-08 12:30:00,50,0.1,3.0,451.77144460000005 +2010-12-08 13:30:00,26,0.4,4.0,446.6037836 +2010-12-08 14:30:00,1,0.2,3.0,445.5702514 +2010-12-08 15:30:00,0,0.6,5.0,450.8435624 +2010-12-08 16:30:00,0,0.6,4.0,472.5798931 +2010-12-08 17:30:00,0,0.7,5.0,480.1637227 +2010-12-08 18:30:00,0,1.1,5.0,477.6832454 +2010-12-08 19:30:00,0,1.4,4.0,465.3130133 +2010-12-08 20:30:00,0,1.2,3.0,455.5564692 +2010-12-08 21:30:00,0,1.5,4.4,447.1825616 +2010-12-08 22:30:00,0,1.6,3.8,420.8803153 +2010-12-08 23:30:00,0,1.4,3.2,400.8757252 +2010-12-09 00:30:00,0,1.5,3.6,391.4407245 +2010-12-09 01:30:00,0,1.3,3.4,390.7884509 +2010-12-09 02:30:00,0,1.2,2.8,396.53489 +2010-12-09 03:30:00,0,1.1,2.7,405.8320864 +2010-12-09 04:30:00,0,1.2,2.0,427.3019954 +2010-12-09 05:30:00,0,1.2,2.0,486.075527 +2010-12-09 06:30:00,0,1.6,2.0,531.8816744 +2010-12-09 07:30:00,7,1.9,2.0,543.7282502999999 +2010-12-09 08:30:00,34,2.0,1.0,542.2399638999998 +2010-12-09 09:30:00,55,2.5,1.0,544.5229217 +2010-12-09 10:30:00,66,2.5,2.0,554.1095071000002 +2010-12-09 11:30:00,64,3.4,3.0,550.5265955 +2010-12-09 12:30:00,94,3.6,4.0,541.1191556 +2010-12-09 13:30:00,49,4.2,3.0,537.4765288 +2010-12-09 14:30:00,2,4.2,5.0,534.3667452 +2010-12-09 15:30:00,0,4.3,4.0,542.0240705 +2010-12-09 16:30:00,0,4.2,4.0,561.5647194000002 +2010-12-09 17:30:00,0,4.2,5.0,556.4567736 +2010-12-09 18:30:00,0,4.2,4.0,544.1324762 +2010-12-09 19:30:00,0,4.2,4.0,518.7948598999999 +2010-12-09 20:30:00,0,3.8,4.0,495.841258 +2010-12-09 21:30:00,0,3.5,3.9,473.1678581000001 +2010-12-09 22:30:00,0,4.0,4.3,438.9005235 +2010-12-09 23:30:00,0,4.6,5.2,413.6915246 +2010-12-10 00:30:00,0,5.0,6.1,403.5766894 +2010-12-10 01:30:00,0,5.2,6.4,400.8297905 +2010-12-10 02:30:00,0,5.4,6.8,402.5477507 +2010-12-10 03:30:00,0,5.7,8.3,412.5661229 +2010-12-10 04:30:00,0,6.0,8.0,434.0819667 +2010-12-10 05:30:00,0,6.2,8.0,489.286367 +2010-12-10 06:30:00,0,6.2,6.0,533.1678478 +2010-12-10 07:30:00,7,6.2,6.0,547.0768946000002 +2010-12-10 08:30:00,34,6.2,6.0,541.8219575 +2010-12-10 09:30:00,55,6.5,6.0,553.0208532 +2010-12-10 10:30:00,65,6.8,5.0,554.2289375 +2010-12-10 11:30:00,63,6.6,7.0,547.8302248 +2010-12-10 12:30:00,50,6.5,8.0,546.1352319 +2010-12-10 13:30:00,26,6.6,8.0,540.8986687999999 +2010-12-10 14:30:00,1,7.2,9.0,533.0667913999998 +2010-12-10 15:30:00,0,7.2,8.0,539.7181453 +2010-12-10 16:30:00,0,7.2,7.0,562.5798777000001 +2010-12-10 17:30:00,0,7.6,6.0,556.5991713999998 +2010-12-10 18:30:00,0,7.7,5.0,545.8871842 +2010-12-10 19:30:00,0,7.8,4.0,517.7429538 +2010-12-10 20:30:00,0,8.0,4.0,501.1650972 +2010-12-10 21:30:00,0,8.0,4.9,479.8008381 +2010-12-10 22:30:00,0,8.0,5.2,444.2794845 +2010-12-10 23:30:00,0,8.0,5.0,415.0787545 +2010-12-11 00:30:00,0,7.9,3.9,403.3470156 +2010-12-11 01:30:00,0,7.7,5.2,399.1393911 +2010-12-11 02:30:00,0,7.6,5.5,403.2092113 +2010-12-11 03:30:00,0,7.6,5.8,410.8711301 +2010-12-11 04:30:00,0,8.0,4.0,424.849079 +2010-12-11 05:30:00,0,7.7,3.0,483.6042366 +2010-12-11 06:30:00,0,7.5,3.0,529.6584318 +2010-12-11 07:30:00,6,7.3,4.0,544.0130458 +2010-12-11 08:30:00,33,7.5,3.0,543.6639416 +2010-12-11 09:30:00,54,7.5,4.0,546.3649058 +2010-12-11 10:30:00,65,7.8,6.0,556.8885604 +2010-12-11 11:30:00,63,8.3,4.0,551.5417537999998 +2010-12-11 12:30:00,49,8.7,3.0,549.0199352000002 +2010-12-11 13:30:00,26,8.6,3.0,544.0635741 +2010-12-11 14:30:00,1,9.2,4.0,539.2496107000002 +2010-12-11 15:30:00,0,9.0,3.0,550.3015151000002 +2010-12-11 16:30:00,0,8.6,3.0,566.3694958 +2010-12-11 17:30:00,0,8.4,3.0,563.9625142000001 +2010-12-11 18:30:00,0,8.2,3.0,552.180247 +2010-12-11 19:30:00,0,8.0,3.0,524.0865448 +2010-12-11 20:30:00,0,7.7,3.0,505.8320693 +2010-12-11 21:30:00,0,7.3,2.7,480.0029511 +2010-12-11 22:30:00,0,7.1,4.4,447.5867876 +2010-12-11 23:30:00,0,7.1,4.6,416.0341976 +2010-12-12 00:30:00,0,6.2,5.9,405.9101755 +2010-12-12 01:30:00,0,5.3,5.0,401.24779680000006 +2010-12-12 02:30:00,0,5.3,5.8,405.0420084 +2010-12-12 03:30:00,0,5.2,7.0,411.9138492 +2010-12-12 04:30:00,0,5.0,4.0,431.183483 +2010-12-12 05:30:00,0,4.9,5.0,484.3989081 +2010-12-12 06:30:00,0,5.1,5.0,527.3479131 +2010-12-12 07:30:00,6,4.8,5.0,544.8214977000001 +2010-12-12 08:30:00,33,4.8,4.0,546.6129535 +2010-12-12 09:30:00,54,4.8,4.0,551.3672017000001 +2010-12-12 10:30:00,64,5.2,4.0,553.3837378 +2010-12-12 11:30:00,63,5.2,5.0,552.2261818 +2010-12-12 12:30:00,49,4.7,6.0,549.9570044 +2010-12-12 13:30:00,25,3.7,5.0,543.0346352999999 +2010-12-12 14:30:00,1,3.8,5.0,539.1807086 +2010-12-12 15:30:00,0,4.0,6.0,544.4907674 +2010-12-12 16:30:00,0,4.1,5.0,562.8830472 +2010-12-12 17:30:00,0,3.6,6.0,556.7186017999999 +2010-12-12 18:30:00,0,3.5,4.0,546.5899861 +2010-12-12 19:30:00,0,3.7,5.0,523.3929299 +2010-12-12 20:30:00,0,3.7,5.0,508.8959181 +2010-12-12 21:30:00,0,3.0,6.0,486.94369400000005 +2010-12-12 22:30:00,0,3.0,6.4,455.1706172 +2010-12-12 23:30:00,0,3.1,5.7,422.6717711 +2010-12-13 00:30:00,0,3.0,5.6,413.0070966 +2010-12-13 01:30:00,0,2.7,6.0,410.4347498 +2010-12-13 02:30:00,0,2.5,5.8,412.1067752 +2010-12-13 03:30:00,0,2.1,6.2,419.2588181 +2010-12-13 04:30:00,0,1.8,5.0,433.0851823 +2010-12-13 05:30:00,0,1.6,5.0,485.574838 +2010-12-13 06:30:00,0,1.6,5.0,531.4912289 +2010-12-13 07:30:00,5,1.4,5.0,546.7277904 +2010-12-13 08:30:00,61,1.3,5.0,544.0911348999998 +2010-12-13 09:30:00,101,1.5,4.0,547.5959575 +2010-12-13 10:30:00,226,2.2,4.0,549.538998 +2010-12-13 11:30:00,118,2.7,3.0,543.9303632 +2010-12-13 12:30:00,93,2.4,4.0,536.0479576 +2010-12-13 13:30:00,48,2.6,2.0,525.7401964 +2010-12-13 14:30:00,1,2.6,2.0,522.5615107 +2010-12-13 15:30:00,0,2.6,2.0,529.9937556 +2010-12-13 16:30:00,0,2.6,2.0,546.3143775000002 +2010-12-13 17:30:00,0,2.5,2.0,538.1701437 +2010-12-13 18:30:00,0,2.4,1.0,523.1632561 +2010-12-13 19:30:00,0,2.5,2.0,498.2206788 +2010-12-13 20:30:00,0,2.9,2.0,487.2927982 +2010-12-13 21:30:00,0,3.1,2.7,470.9583959 +2010-12-13 22:30:00,0,3.2,2.3,450.241817 +2010-12-13 23:30:00,0,3.2,1.4,431.587709 +2010-12-14 00:30:00,0,3.1,2.1,419.1210138 +2010-12-14 01:30:00,0,3.1,3.7,414.2427418 +2010-12-14 02:30:00,0,3.1,3.3,411.1651126 +2010-12-14 03:30:00,0,3.1,2.9,407.8302486 +2010-12-14 04:30:00,0,3.0,4.0,403.6318111 +2010-12-14 05:30:00,0,3.3,3.0,408.5330505 +2010-12-14 06:30:00,0,3.1,5.0,424.5091617 +2010-12-14 07:30:00,5,2.9,4.0,453.154081 +2010-12-14 08:30:00,60,2.7,3.0,472.2491628 +2010-12-14 09:30:00,100,2.6,3.0,486.3924769 +2010-12-14 10:30:00,190,2.3,3.0,494.9225627 +2010-12-14 11:30:00,117,2.5,3.0,493.3194394 +2010-12-14 12:30:00,92,2.3,5.0,481.0089224 +2010-12-14 13:30:00,48,0.9,5.0,468.5606012 +2010-12-14 14:30:00,3,0.7,5.0,464.41728539999986 +2010-12-14 15:30:00,0,0.5,6.0,473.2551341 +2010-12-14 16:30:00,0,0.2,5.0,487.7521459 +2010-12-14 17:30:00,0,0.0,5.0,486.4292247 +2010-12-14 18:30:00,0,-0.3,4.4,472.4788366 +2010-12-14 19:30:00,0,-0.5,4.8,451.40856 +2010-12-14 20:30:00,0,-0.6,5.4,447.6648767 +2010-12-14 21:30:00,0,-0.9,5.6,441.5785203 +2010-12-14 22:30:00,0,-1.2,4.9,427.42142580000007 +2010-12-14 23:30:00,0,-1.6,3.6,414.1416853 +2010-12-15 00:30:00,0,-2.1,2.4,399.3552845 +2010-12-15 01:30:00,0,-2.6,1.3,392.8049871 +2010-12-15 02:30:00,0,-2.9,0.9,389.2634167 +2010-12-15 03:30:00,0,-3.0,0.6,385.5886355 +2010-12-15 04:30:00,0,-3.4,0.0,382.87848439999993 +2010-12-15 05:30:00,0,-3.7,0.0,374.7985593 +2010-12-15 06:30:00,0,-3.9,1.0,380.5817462 +2010-12-15 07:30:00,17,-4.4,0.0,404.3162391 +2010-12-15 08:30:00,111,-4.7,0.0,429.61710760000005 +2010-12-15 09:30:00,187,-2.9,1.0,449.7549085 +2010-12-15 10:30:00,225,-1.2,2.0,456.4521972 +2010-12-15 11:30:00,221,0.0,2.0,461.0043324 +2010-12-15 12:30:00,172,1.0,1.0,451.1926666 +2010-12-15 13:30:00,64,-0.4,2.0,440.8849054 +2010-12-15 14:30:00,1,-1.2,2.0,440.2326317 +2010-12-15 15:30:00,0,-2.0,1.0,446.7737422 +2010-12-15 16:30:00,0,-2.5,2.0,468.9510467 +2010-12-15 17:30:00,0,-3.0,1.0,476.4384133 +2010-12-15 18:30:00,0,-3.5,1.0,473.7098883000001 +2010-12-15 19:30:00,0,-3.5,1.0,463.8017595 +2010-12-15 20:30:00,0,-3.7,1.0,454.8169195 +2010-12-15 21:30:00,0,-3.8,1.5,450.6322625 +2010-12-15 22:30:00,0,-4.0,0.8,423.8017663 +2010-12-15 23:30:00,0,-4.9,0.7,406.4522057 +2010-12-16 00:30:00,0,-4.8,1.3,400.246419 +2010-12-16 01:30:00,0,-5.1,0.6,395.2487166 +2010-12-16 02:30:00,0,-5.4,2.1,397.01261150000005 +2010-12-16 03:30:00,0,-5.5,2.0,406.4384253 +2010-12-16 04:30:00,0,-4.5,1.0,428.4365841 +2010-12-16 05:30:00,0,-4.1,2.0,487.6235285 +2010-12-16 06:30:00,0,-3.9,2.0,530.5771271000001 +2010-12-16 07:30:00,4,-3.4,3.0,544.3391826000002 +2010-12-16 08:30:00,31,-2.9,3.0,544.6239782 +2010-12-16 09:30:00,52,-2.4,3.0,552.9289837 +2010-12-16 10:30:00,63,-2.3,4.0,563.1999971 +2010-12-16 11:30:00,62,-2.0,4.0,561.7989867 +2010-12-16 12:30:00,48,-1.6,3.0,554.3024331 +2010-12-16 13:30:00,25,-1.7,3.0,543.4342677999998 +2010-12-16 14:30:00,1,-1.6,2.0,539.0796521000002 +2010-12-16 15:30:00,0,-1.1,1.0,537.6970157000002 +2010-12-16 16:30:00,0,-0.4,1.0,554.3529614 +2010-12-16 17:30:00,0,-0.8,0.0,553.5307291 +2010-12-16 18:30:00,0,-0.8,0.0,542.6763442000001 +2010-12-16 19:30:00,0,-0.4,0.0,522.7085019 +2010-12-16 20:30:00,0,-0.2,0.0,505.8596302 +2010-12-16 21:30:00,0,-0.2,0.0,485.81829230000005 +2010-12-16 22:30:00,0,-0.1,0.7,452.7406682 +2010-12-16 23:30:00,0,-0.1,0.7,430.3704377 +2010-12-17 00:30:00,0,0.0,0.0,419.3047529 +2010-12-17 01:30:00,0,-0.1,0.0,412.9519749 +2010-12-17 02:30:00,0,-0.2,0.9,415.1109088 +2010-12-17 03:30:00,0,-0.4,0.9,423.1770535 +2010-12-17 04:30:00,0,-0.6,1.0,434.8720447 +2010-12-17 05:30:00,0,-0.6,2.0,476.11687 +2010-12-17 06:30:00,0,-0.8,2.0,513.6042315000002 +2010-12-17 07:30:00,4,-0.9,3.0,527.9175041999998 +2010-12-17 08:30:00,30,-1.1,3.0,529.4884731999998 +2010-12-17 09:30:00,52,-1.1,3.0,533.429676 +2010-12-17 10:30:00,63,-1.0,3.0,539.8100147999999 +2010-12-17 11:30:00,61,-1.2,4.0,536.6772639 +2010-12-17 12:30:00,48,-1.1,4.0,536.9344986000001 +2010-12-17 13:30:00,25,-1.4,4.0,532.841711 +2010-12-17 14:30:00,1,-1.7,3.0,527.954252 +2010-12-17 15:30:00,0,-1.8,4.0,529.9707882 +2010-12-17 16:30:00,0,-1.7,4.0,541.9873227 +2010-12-17 17:30:00,0,-1.7,4.0,540.6138732000002 +2010-12-17 18:30:00,0,-1.6,4.0,528.8591669 +2010-12-17 19:30:00,0,-1.6,4.0,506.0479627 +2010-12-17 20:30:00,0,-1.6,4.0,485.07414910000006 +2010-12-17 21:30:00,0,-1.6,4.6,461.3488431 +2010-12-17 22:30:00,0,-1.7,4.1,426.6405348 +2010-12-17 23:30:00,0,-1.6,5.1,398.1655741 +2010-12-18 00:30:00,0,-1.8,5.1,388.4595583 +2010-12-18 01:30:00,0,-1.5,4.6,387.3249696 +2010-12-18 02:30:00,0,-1.3,6.1,394.0268518 +2010-12-18 03:30:00,0,-1.2,5.6,399.4976823 +2010-12-18 04:30:00,0,-1.1,5.0,414.7296503 +2010-12-18 05:30:00,0,-0.9,5.0,469.9064898 +2010-12-18 06:30:00,0,-0.8,5.0,517.8623842000002 +2010-12-18 07:30:00,4,-0.8,5.0,537.7934787 +2010-12-18 08:30:00,30,-0.8,7.0,534.5458907999998 +2010-12-18 09:30:00,51,-0.9,7.0,531.6841549 +2010-12-18 10:30:00,62,-0.8,8.0,532.543135 +2010-12-18 11:30:00,61,-0.6,6.0,532.9565478999998 +2010-12-18 12:30:00,48,-0.8,6.0,532.455859 +2010-12-18 13:30:00,25,-0.7,5.0,523.0530126 +2010-12-18 14:30:00,2,-0.5,5.0,518.496284 +2010-12-18 15:30:00,0,-0.4,5.0,519.4287597 +2010-12-18 16:30:00,0,-0.2,4.0,538.4825001 +2010-12-18 17:30:00,0,-0.1,5.0,534.6882886 +2010-12-18 18:30:00,0,0.1,6.0,522.7911845 +2010-12-18 19:30:00,0,0.3,5.0,497.8715746 +2010-12-18 20:30:00,0,0.3,5.0,482.1113568 +2010-12-18 21:30:00,0,0.4,5.5,467.0309735 +2010-12-18 22:30:00,0,1.0,4.3,435.1476532 +2010-12-18 23:30:00,0,1.3,4.1,409.2817872 +2010-12-19 00:30:00,0,1.5,3.4,398.183948 +2010-12-19 01:30:00,0,1.6,3.2,393.8155519 +2010-12-19 02:30:00,0,2.0,2.0,399.3828454 +2010-12-19 03:30:00,0,2.4,2.3,409.8559718 +2010-12-19 04:30:00,0,3.2,2.0,431.2248243 +2010-12-19 05:30:00,0,2.8,2.0,481.5096114 +2010-12-19 06:30:00,0,2.3,1.0,520.1177812 +2010-12-19 07:30:00,7,1.3,2.0,535.7218208 +2010-12-19 08:30:00,56,1.2,2.0,533.4158956 +2010-12-19 09:30:00,130,1.7,2.0,532.9749218000002 +2010-12-19 10:30:00,117,1.9,3.0,533.4756108 +2010-12-19 11:30:00,116,1.8,3.0,530.7700531 +2010-12-19 12:30:00,92,2.7,4.0,529.3828232 +2010-12-19 13:30:00,48,2.6,3.0,521.9367979 +2010-12-19 14:30:00,2,1.8,4.0,513.6777271000002 +2010-12-19 15:30:00,0,1.8,4.0,511.98273430000006 +2010-12-19 16:30:00,0,1.0,2.0,523.6363841 +2010-12-19 17:30:00,0,1.1,2.0,515.7861328 +2010-12-19 18:30:00,0,0.9,2.0,502.8646835 +2010-12-19 19:30:00,0,1.4,2.0,480.3199009 +2010-12-19 20:30:00,0,1.5,3.0,463.218388 +2010-12-19 21:30:00,0,0.9,3.7,447.4581702 +2010-12-19 22:30:00,0,1.0,3.9,422.6947385 +2010-12-19 23:30:00,0,1.1,2.6,389.4150014 +2010-12-20 00:30:00,0,0.8,2.3,376.33737389999993 +2010-12-20 01:30:00,0,0.8,1.4,372.8922665 +2010-12-20 02:30:00,0,0.8,1.1,381.390198 +2010-12-20 03:30:00,0,0.8,0.3,385.6850985 +2010-12-20 04:30:00,0,1.0,1.0,399.2404476 +2010-12-20 05:30:00,0,1.1,2.0,443.792576 +2010-12-20 06:30:00,0,0.9,1.0,483.8476909 +2010-12-20 07:30:00,3,1.0,0.0,503.0392356 +2010-12-20 08:30:00,29,1.3,1.0,505.3773151 +2010-12-20 09:30:00,51,1.6,2.0,505.4324369 +2010-12-20 10:30:00,117,1.4,2.0,499.8008347 +2010-12-20 11:30:00,61,1.3,1.0,496.0112166 +2010-12-20 12:30:00,159,1.3,2.0,488.3309239 +2010-12-20 13:30:00,76,1.0,1.0,478.2206822 +2010-12-20 14:30:00,3,0.8,0.0,471.2248175 +2010-12-20 15:30:00,0,0.0,1.0,475.8688222 +2010-12-20 16:30:00,0,-0.7,0.0,498.3217353 +2010-12-20 17:30:00,0,-0.2,1.0,495.8780058 +2010-12-20 18:30:00,0,-0.3,1.0,481.6060744 +2010-12-20 19:30:00,0,-0.3,0.0,462.1940428 +2010-12-20 20:30:00,0,-0.2,1.0,454.4815958 +2010-12-20 21:30:00,0,-0.2,0.4,447.4811376 +2010-12-20 22:30:00,0,-0.3,0.3,419.8697505 +2010-12-20 23:30:00,0,-1.0,0.3,398.9097173 +2010-12-21 00:30:00,0,-1.0,1.2,387.1366371 +2010-12-21 01:30:00,0,-0.5,2.1,381.3672306 +2010-12-21 02:30:00,0,-0.5,0.1,378.6111447 +2010-12-21 03:30:00,0,-1.0,0.0,379.3506945 +2010-12-21 04:30:00,0,-0.5,1.0,378.1380167 +2010-12-21 05:30:00,0,-0.5,1.0,383.7144971 +2010-12-21 06:30:00,0,-0.9,1.0,405.6437538 +2010-12-21 07:30:00,3,-1.1,2.0,435.6299683 +2010-12-21 08:30:00,29,-1.5,2.0,454.34838489999987 +2010-12-21 09:30:00,51,-1.3,2.0,463.82472689999986 +2010-12-21 10:30:00,62,-1.3,1.0,468.0690992 +2010-12-21 11:30:00,61,-1.0,2.0,472.9473712 +2010-12-21 12:30:00,48,-0.9,2.0,471.229411 +2010-12-21 13:30:00,26,-0.8,1.0,465.4002893 +2010-12-21 14:30:00,1,-0.8,0.0,462.1618884 +2010-12-21 15:30:00,0,-0.9,1.0,469.6768159 +2010-12-21 16:30:00,0,-1.1,1.0,490.1775015 +2010-12-21 17:30:00,0,-1.1,0.0,490.05347760000006 +2010-12-21 18:30:00,0,-1.3,0.0,475.2027681 +2010-12-21 19:30:00,0,-1.6,0.0,454.6469609 +2010-12-21 20:30:00,0,-2.0,0.0,448.2941829 +2010-12-21 21:30:00,0,-2.0,0.2,440.93084010000007 +2010-12-21 22:30:00,0,-2.0,0.4,408.8178461 +2010-12-21 23:30:00,0,-2.9,1.6,389.9754056 +2010-12-22 00:30:00,0,-2.1,0.8,375.9698958 +2010-12-22 01:30:00,0,-1.4,1.5,368.9051289 +2010-12-22 02:30:00,0,-3.1,2.2,363.0071051000001 +2010-12-22 03:30:00,0,-3.2,3.5,362.253775 +2010-12-22 04:30:00,0,-2.2,2.0,352.1848746 +2010-12-22 05:30:00,0,-3.0,2.0,347.4030655 +2010-12-22 06:30:00,0,-2.2,3.0,357.7659485 +2010-12-22 07:30:00,7,-2.3,3.0,381.7163348 +2010-12-22 08:30:00,94,-2.1,3.0,406.0847276 +2010-12-22 09:30:00,179,-1.6,3.0,428.4090233 +2010-12-22 10:30:00,203,-1.1,2.0,449.3506825 +2010-12-22 11:30:00,201,-0.5,2.0,459.2266570000001 +2010-12-22 12:30:00,168,0.0,2.0,445.5335036 +2010-12-22 13:30:00,49,-0.1,3.0,435.9331377 +2010-12-22 14:30:00,3,-0.5,2.0,432.1159588 +2010-12-22 15:30:00,0,-0.9,3.0,433.62261910000007 +2010-12-22 16:30:00,0,-1.3,3.0,451.8127859 +2010-12-22 17:30:00,0,-1.7,2.0,459.2863721 +2010-12-22 18:30:00,0,-1.9,3.0,451.4866491 +2010-12-22 19:30:00,0,-2.5,2.0,436.3878919 +2010-12-22 20:30:00,0,-2.8,2.0,426.1857806 +2010-12-22 21:30:00,0,-2.0,4.4,417.3433384 +2010-12-22 22:30:00,0,-1.4,4.2,393.5353498 +2010-12-22 23:30:00,0,-1.5,2.4,365.45083460000006 +2010-12-23 00:30:00,0,-1.9,3.7,349.1669605 +2010-12-23 01:30:00,0,-2.1,5.0,337.8210736 +2010-12-23 02:30:00,0,-2.5,6.3,339.6033425 +2010-12-23 03:30:00,0,-1.9,4.5,347.1228635 +2010-12-23 04:30:00,0,-2.1,5.9,358.7213916 +2010-12-23 05:30:00,0,-2.1,5.0,382.0975934 +2010-12-23 06:30:00,0,-2.1,4.0,411.6106798 +2010-12-23 07:30:00,6,-2.1,4.0,431.7990089 +2010-12-23 08:30:00,54,-2.1,3.0,437.5316675 +2010-12-23 09:30:00,174,-2.7,5.0,436.55325710000005 +2010-12-23 10:30:00,117,-2.5,3.0,442.6579873 +2010-12-23 11:30:00,116,-2.0,3.0,453.3102592 +2010-12-23 12:30:00,124,-2.4,5.0,449.44255210000006 +2010-12-23 13:30:00,78,-2.5,4.0,443.83391730000005 +2010-12-23 14:30:00,5,-3.0,3.0,445.836673 +2010-12-23 15:30:00,0,-3.7,3.0,452.5109943 +2010-12-23 16:30:00,0,-3.5,5.0,470.7654699 +2010-12-23 17:30:00,0,-3.5,3.0,475.99743960000006 +2010-12-23 18:30:00,0,-4.0,4.0,472.3180649 +2010-12-23 19:30:00,0,-4.2,3.0,450.6736037 +2010-12-23 20:30:00,0,-4.0,4.0,437.8486174 +2010-12-23 21:30:00,0,-4.1,2.5,427.7383757 +2010-12-23 22:30:00,0,-4.2,2.0,395.7356251 +2010-12-23 23:30:00,0,-4.5,1.5,372.221619 +2010-12-24 00:30:00,0,-4.8,1.5,359.9524433 +2010-12-24 01:30:00,0,-4.7,3.0,355.2533168 +2010-12-24 02:30:00,0,-4.8,2.0,357.761355 +2010-12-24 03:30:00,0,-5.2,2.5,361.9506056 +2010-12-24 04:30:00,0,-4.9,2.0,365.2027869 +2010-12-24 05:30:00,0,-4.7,2.0,367.0631449 +2010-12-24 06:30:00,0,-4.6,2.0,387.1504175 +2010-12-24 07:30:00,6,-4.7,3.0,416.4751714 +2010-12-24 08:30:00,54,-4.4,2.0,439.9110884 +2010-12-24 09:30:00,95,-4.3,3.0,454.5918392 +2010-12-24 10:30:00,117,-3.9,2.0,460.9675845 +2010-12-24 11:30:00,116,-3.9,2.0,460.1637262 +2010-12-24 12:30:00,93,-3.9,1.0,451.1467318 +2010-12-24 13:30:00,50,-3.8,2.0,435.983666 +2010-12-24 14:30:00,2,-4.2,2.0,430.6506398 +2010-12-24 15:30:00,0,-4.5,2.0,437.5041067 +2010-12-24 16:30:00,0,-4.7,0.0,446.7369944 +2010-12-24 17:30:00,0,-4.9,1.0,435.2211489 +2010-12-24 18:30:00,0,-5.0,1.0,414.9363567 +2010-12-24 19:30:00,0,-5.1,1.0,396.7048486 +2010-12-24 20:30:00,0,-5.2,1.0,398.7167913 +2010-12-24 21:30:00,0,-5.0,3.2,400.2969472 +2010-12-24 22:30:00,0,-5.0,2.3,380.6460548 +2010-12-24 23:30:00,0,-5.0,1.5,350.9721968 +2010-12-25 00:30:00,0,-5.1,1.2,326.90238 +2010-12-25 01:30:00,0,-5.0,0.3,317.6648988 +2010-12-25 02:30:00,0,-5.2,1.0,314.3208479 +2010-12-25 03:30:00,0,-5.3,0.7,312.2905313 +2010-12-25 04:30:00,0,-5.6,1.0,312.6809768 +2010-12-25 05:30:00,0,-5.3,0.0,309.5941606 +2010-12-25 06:30:00,0,-5.4,0.0,320.6185042 +2010-12-25 07:30:00,3,-5.4,1.0,344.2014124 +2010-12-25 08:30:00,28,-5.3,1.0,370.8022347 +2010-12-25 09:30:00,50,-5.0,1.0,394.7985559 +2010-12-25 10:30:00,62,-5.1,2.0,409.40121760000005 +2010-12-25 11:30:00,61,-5.1,2.0,403.2827069 +2010-12-25 12:30:00,49,-5.0,1.0,388.8316299 +2010-12-25 13:30:00,26,-4.7,2.0,377.1733866 +2010-12-25 14:30:00,2,-4.8,2.0,366.4246516 +2010-12-25 15:30:00,0,-4.6,2.0,366.8748123 +2010-12-25 16:30:00,0,-4.6,2.0,378.7673229 +2010-12-25 17:30:00,0,-4.5,2.0,379.5436205 +2010-12-25 18:30:00,0,-4.5,2.0,378.0415537 +2010-12-25 19:30:00,0,-4.4,3.0,375.2441265 +2010-12-25 20:30:00,0,-4.3,2.0,379.3047597 +2010-12-25 21:30:00,0,-4.1,2.3,378.2528536 +2010-12-25 22:30:00,0,-4.2,2.1,359.516063 +2010-12-25 23:30:00,0,-4.3,2.8,339.3920426 +2010-12-26 00:30:00,0,-4.4,3.1,325.7494174 +2010-12-26 01:30:00,0,-4.3,2.9,320.6139107 +2010-12-26 02:30:00,0,-4.4,3.1,319.5298503 +2010-12-26 03:30:00,0,-4.3,3.9,320.0259457 +2010-12-26 04:30:00,0,-4.3,3.0,316.5946188000001 +2010-12-26 05:30:00,0,-4.1,3.0,311.35805560000006 +2010-12-26 06:30:00,0,-4.0,3.0,318.4595702000001 +2010-12-26 07:30:00,3,-3.6,3.0,338.1104626 +2010-12-26 08:30:00,28,-3.5,4.0,354.1141347 +2010-12-26 09:30:00,50,-3.2,4.0,371.0319086 +2010-12-26 10:30:00,62,-3.2,4.0,384.4862012 +2010-12-26 11:30:00,62,-3.1,4.0,389.0429298 +2010-12-26 12:30:00,49,-3.1,4.0,377.8440342 +2010-12-26 13:30:00,27,-3.0,3.0,371.9414169 +2010-12-26 14:30:00,2,-2.9,4.0,368.2069205 +2010-12-26 15:30:00,0,-3.0,3.0,372.8555187 +2010-12-26 16:30:00,0,-2.6,4.0,389.4471558 +2010-12-26 17:30:00,0,-2.5,3.0,391.2569855 +2010-12-26 18:30:00,0,-2.3,3.1,387.1090762 +2010-12-26 19:30:00,0,-1.8,3.1,378.941875 +2010-12-26 20:30:00,0,-1.4,3.0,381.399385 +2010-12-26 21:30:00,0,-1.2,3.8,378.8683794 +2010-12-26 22:30:00,0,-0.9,4.1,361.5647535 +2010-12-26 23:30:00,0,-0.3,6.0,340.4347617 +2010-12-27 00:30:00,0,-0.2,6.3,330.1959026 +2010-12-27 01:30:00,0,0.4,6.6,328.4090403 +2010-12-27 02:30:00,0,1.7,6.9,335.202792 +2010-12-27 03:30:00,0,2.1,8.7,332.94280160000005 +2010-12-27 04:30:00,0,2.4,8.5,341.2156527 +2010-12-27 05:30:00,0,2.6,9.0,358.4733439 +2010-12-27 06:30:00,0,3.0,9.0,385.979081 +2010-12-27 07:30:00,3,3.7,9.0,417.5408579 +2010-12-27 08:30:00,28,4.4,9.0,434.4448513 +2010-12-27 09:30:00,50,5.1,9.0,451.0870166 +2010-12-27 10:30:00,62,5.4,10.0,466.6267476 +2010-12-27 11:30:00,62,6.0,9.0,467.816458 +2010-12-27 12:30:00,50,6.4,10.0,461.7668494 +2010-12-27 13:30:00,27,6.7,8.0,455.6804931 +2010-12-27 14:30:00,2,6.8,8.0,450.6001081 +2010-12-27 15:30:00,0,7.2,8.0,454.0038742 +2010-12-27 16:30:00,0,7.1,8.0,469.8789289 +2010-12-27 17:30:00,0,7.2,8.0,471.7300999 +2010-12-27 18:30:00,0,7.3,8.0,465.4921589 +2010-12-27 19:30:00,0,7.4,7.0,444.2289562 +2010-12-27 20:30:00,0,7.7,6.0,430.2693812 +2010-12-27 21:30:00,0,7.7,6.7,418.1563838 +2010-12-27 22:30:00,0,7.7,4.8,389.2680102 +2010-12-27 23:30:00,0,7.7,5.3,366.04339310000006 +2010-12-28 00:30:00,0,7.7,5.4,350.4669144 +2010-12-28 01:30:00,0,8.0,5.4,341.1467506 +2010-12-28 02:30:00,0,8.2,5.0,342.8784912 +2010-12-28 03:30:00,0,8.7,5.0,347.4306264 +2010-12-28 04:30:00,0,8.5,4.0,348.7305802 +2010-12-28 05:30:00,0,8.7,4.0,348.9326932 +2010-12-28 06:30:00,0,8.9,4.0,363.8385244 +2010-12-28 07:30:00,2,8.9,3.0,388.2390714 +2010-12-28 08:30:00,28,9.1,5.0,410.9629996000001 +2010-12-28 09:30:00,50,9.1,4.0,426.6405348 +2010-12-28 10:30:00,62,9.3,5.0,433.6961147 +2010-12-28 11:30:00,62,9.8,3.0,438.8775562 +2010-12-28 12:30:00,50,10.0,4.0,430.78844410000005 +2010-12-28 13:30:00,28,10.0,4.0,424.6377791000001 +2010-12-28 14:30:00,2,10.1,4.0,413.618029 +2010-12-28 15:30:00,0,10.1,4.0,417.5867927 +2010-12-28 16:30:00,0,10.0,5.0,436.2914289 +2010-12-28 17:30:00,0,9.8,5.0,437.1458155 +2010-12-28 18:30:00,0,9.5,5.0,425.2533049 +2010-12-28 19:30:00,0,9.5,5.0,401.3993816 +2010-12-28 20:30:00,0,9.2,5.0,391.5234071 +2010-12-28 21:30:00,0,8.8,6.6,384.803151 +2010-12-28 22:30:00,0,8.6,6.1,366.8472515 +2010-12-28 23:30:00,0,8.5,6.6,340.1545597 +2010-12-29 00:30:00,0,8.4,7.7,333.0071103 +2010-12-29 01:30:00,0,8.3,8.2,327.97266 +2010-12-29 02:30:00,0,8.2,8.7,328.7076163000001 +2010-12-29 03:30:00,0,8.3,8.7,325.85047389999994 +2010-12-29 04:30:00,0,8.5,9.0,324.27950489999995 +2010-12-29 05:30:00,0,8.3,9.0,318.1655878 +2010-12-29 06:30:00,0,8.4,8.0,326.7462018 +2010-12-29 07:30:00,5,8.1,10.0,339.7457403 +2010-12-29 08:30:00,28,8.1,10.0,365.7815649 +2010-12-29 09:30:00,50,8.2,9.0,384.4678273 +2010-12-29 10:30:00,62,8.0,10.0,401.5417793 +2010-12-29 11:30:00,62,7.6,9.0,410.9538126 +2010-12-29 12:30:00,50,8.0,11.0,403.2275852 +2010-12-29 13:30:00,28,7.9,9.0,395.3819274 +2010-12-29 14:30:00,2,7.8,10.0,393.4756346 +2010-12-29 15:30:00,0,7.9,9.0,392.5707198 +2010-12-29 16:30:00,0,7.6,9.6,415.7310282 +2010-12-29 17:30:00,0,7.7,9.9,417.3984601 +2010-12-29 18:30:00,0,7.8,10.2,412.442099 +2010-12-29 19:30:00,0,7.7,10.5,399.2266672 +2010-12-29 20:30:00,0,7.6,10.0,392.9060435 +2010-12-29 21:30:00,0,7.2,9.8,393.0760022 +2010-12-29 22:30:00,0,7.4,9.9,371.7622713 +2010-12-29 23:30:00,0,6.9,11.5,346.144453 +2010-12-30 00:30:00,0,6.7,9.0,333.68694480000005 +2010-12-30 01:30:00,0,4.5,8.0,330.3704548 +2010-12-30 02:30:00,0,3.3,7.1,334.2519424 +2010-12-30 03:30:00,0,3.7,6.1,342.6671913 +2010-12-30 04:30:00,0,1.0,5.0,346.84266139999994 +2010-12-30 05:30:00,0,2.5,5.0,362.3869858 +2010-12-30 06:30:00,0,2.4,4.0,391.638244 +2010-12-30 07:30:00,5,2.8,6.0,413.415916 +2010-12-30 08:30:00,54,3.1,5.0,428.4962993 +2010-12-30 09:30:00,95,3.6,5.0,443.5261543 +2010-12-30 10:30:00,187,3.5,5.0,451.5463643 +2010-12-30 11:30:00,160,3.3,4.0,453.3516005 +2010-12-30 12:30:00,96,4.1,6.0,438.7581258 +2010-12-30 13:30:00,54,4.2,5.0,435.2624902 +2010-12-30 14:30:00,9,3.8,6.0,428.9786143 +2010-12-30 15:30:00,0,3.4,6.0,440.54958160000007 +2010-12-30 16:30:00,0,3.0,6.0,466.2914238 +2010-12-30 17:30:00,0,3.1,5.8,465.45541110000005 +2010-12-30 18:30:00,0,3.1,5.5,458.4641399 +2010-12-30 19:30:00,0,3.0,5.3,443.3194479 +2010-12-30 20:30:00,0,2.7,5.0,430.7057615 +2010-12-30 21:30:00,0,3.1,5.6,417.136632 +2010-12-30 22:30:00,0,3.0,5.2,391.3534485 +2010-12-30 23:30:00,0,2.8,5.8,360.8803255 +2010-12-31 00:30:00,0,2.2,4.9,347.7337958 +2010-12-31 01:30:00,0,1.2,6.4,337.92213010000006 +2010-12-31 02:30:00,0,1.5,7.1,335.3176289 +2010-12-31 03:30:00,0,1.8,6.6,339.7135859 +2010-12-31 04:30:00,0,2.0,5.0,338.229893 +2010-12-31 05:30:00,0,2.0,4.0,337.1228652 +2010-12-31 06:30:00,0,1.6,3.0,351.2615858 +2010-12-31 07:30:00,6,1.9,5.0,371.2845498 +2010-12-31 08:30:00,71,1.9,4.0,391.2386116 +2010-12-31 09:30:00,152,2.7,4.0,401.6336489 +2010-12-31 10:30:00,217,3.4,5.0,407.1274467 +2010-12-31 11:30:00,208,3.6,6.0,413.126527 +2010-12-31 12:30:00,97,3.2,6.0,412.0975883 +2010-12-31 13:30:00,55,2.5,6.0,403.1724635 +2010-12-31 14:30:00,3,2.3,5.0,398.8821564 +2010-12-31 15:30:00,0,2.1,5.0,416.635943 +2010-12-31 16:30:00,0,1.9,5.2,443.7328608 +2010-12-31 17:30:00,0,1.9,4.7,435.2946445 +2010-12-31 18:30:00,0,0.9,4.1,413.0943727 +2010-12-31 19:30:00,0,0.6,3.8,396.4246465 +2010-12-31 20:30:00,0,0.3,3.4,386.0525766 +2010-12-31 21:30:00,0,-0.3,4.1,383.0668169 +2010-12-31 22:30:00,0,-1.1,5.3,365.1890065 diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..8e881e3 --- /dev/null +++ b/setup.py @@ -0,0 +1,16 @@ +from distutils.core import setup + +setup( + name='tsam', + version='0.9.1', + author='Leander Kotzur', + url='', + packages = ['tsam', + 'tsam.utils',], + install_requires = [ + "sklearn>=0.0", + "pandas>=0.18.1", + "numpy>=1.11.0", + ] +) + diff --git a/tsam/__init__.py b/tsam/__init__.py new file mode 100644 index 0000000..66ad4a2 --- /dev/null +++ b/tsam/__init__.py @@ -0,0 +1,7 @@ +# -*- coding: utf-8 -*- +""" +Created on Tue Nov 22 23:25:01 2016 + +@author: Welder +""" + diff --git a/tsam/timeseriesaggregation.py b/tsam/timeseriesaggregation.py new file mode 100644 index 0000000..370c632 --- /dev/null +++ b/tsam/timeseriesaggregation.py @@ -0,0 +1,891 @@ +# -*- coding: utf-8 -*- +""" +Created on Tue Nov 22 23:25:37 2016 + +@author: Kotzur +""" + +import pandas as pd +pd.set_option('mode.chained_assignment',None) +import numpy as np +import copy +import time +from sklearn.metrics import mean_squared_error, mean_absolute_error + + + +def groupToPeriods(timeSeries, periodStepNumber): + ''' + Extend the timeseries to an integer multiple of the period length and + groups the time series to the periods. + + Parameters + ----------- + timeSeries, required + pandas.DataFrame() + periodStepNumber: integer, required + The number of discrete timesteps which describe one period. + + Returns + ------- + timeseries + pandas.DataFrame() which is stacked such that each row represents a + candidate period + ''' + group_index = [] + column_index = [] + if len(timeSeries) % periodStepNumber == 0: + attached_timesteps = 0 + else: +# raise ValueError() + attached_timesteps = periodStepNumber - \ + len(timeSeries) % periodStepNumber + rep_data = timeSeries.head(attached_timesteps) + timeSeries = timeSeries.append(rep_data, ignore_index=True) + + for ii in range(0, len(timeSeries)): + group_index.append(int(ii / periodStepNumber)) + column_index.append( + ii - int(ii / periodStepNumber) * periodStepNumber) + + timeSeries.index = pd.MultiIndex.from_arrays([column_index, + group_index], + names=['TimeStep', + 'PeriodNum']) + timeSeries = timeSeries.unstack(level='TimeStep') + return timeSeries + + + + +def aggregatePeriods(candidates, n_clusters=8, + n_iter=100, clusterMethod='k_means'): + ''' + Clusters the data based on one of the cluster methods: + 'averaging','k_means','exact k_medoid' or 'hierarchical' + + Parameters + ---------- + candidates: np.ndarray, required + Dissimilarity matrix where each row represents a candidate + n_clusters: int, optional (default: 8) + Number of aggregated cluster. + n_iter: int, optional (default: 10) + Only required for the number of starts of the k-mean algorithm. + clustermethod: str, optional (default: 'k_means') + Chosen clustering algorithm. Possible values are + 'averaging','k_means','exact k_medoid' or 'hierarchical' + ''' + # cluster the data + if clusterMethod == 'averaging': + n_sets = len(candidates) + if n_sets % n_clusters == 0: + cluster_size = int(n_sets / n_clusters) + clusterOrder = [ + [n_cluster] * + cluster_size for n_cluster in range(n_clusters)] + else: + cluster_size = int(n_sets / n_clusters) + clusterOrder = [ + [n_cluster] * + cluster_size for n_cluster in range(n_clusters)] + clusterOrder.append([n_clusters - 1] * + int(n_sets - cluster_size * n_clusters)) + clusterOrder = np.hstack(np.array(clusterOrder)) + clusterCenters = [] + for clusterNum in np.unique(clusterOrder): + indice = np.where(clusterOrder == clusterNum) + currentMean = candidates[indice].mean(axis=0) + clusterCenters.append(currentMean) + + if clusterMethod == 'k_means': + from sklearn.cluster import KMeans + k_means = KMeans( + n_clusters=n_clusters, + max_iter=1000, + n_init=n_iter, + tol=1e-4) + + clusterOrder = k_means.fit_predict(candidates) + clusterCenters = k_means.cluster_centers_ + + elif clusterMethod == 'k_medoids': + from tsa.utils.k_medoids_exact import KMedoids + k_medoid = KMedoids(n_clusters = n_clusters) + + clusterOrder = k_medoid.fit_predict(candidates) + clusterCenters = k_medoid.cluster_centers_ +# + + elif clusterMethod == 'hierarchical': + from sklearn.cluster import AgglomerativeClustering + clustering = AgglomerativeClustering( + n_clusters=n_clusters, linkage='ward') + + clusterOrder = clustering.fit_predict(candidates) + + from sklearn.metrics.pairwise import euclidean_distances + # set cluster center as medoid + clusterCenters = [] + for clusterNum in np.unique(clusterOrder): + indice = np.where(clusterOrder == clusterNum) + innerDistMatrix = euclidean_distances(candidates[indice]) + mindistIdx = np.argmin(innerDistMatrix.sum(axis=0)) + clusterCenters.append(candidates[indice][mindistIdx]) + + return clusterCenters, clusterOrder + + + +class TimeSeriesAggregation(object): + ''' + Clusters time series data to typical periods. + ''' + CLUSTER_METHODS = ['averaging', 'k_medoids', 'k_means', 'hierarchical'] + + EXTREME_PERIOD_METHODS = [ + 'None', + 'append', + 'new_cluster_center', + 'replace_cluster_center'] + + def __init__(self, timeSeries, resolution = None, noTypicalPeriods = 10, + hoursPerPeriod = 24, clusterMethod = 'hierarchical', + evalSumPeriods = False, sortValues = False, sameMean = False, + rescaleClusterPeriods=True, weightDict={}, + extremePeriodMethod = 'None', + addPeakMin = ['Temperature', 'T','T_e'], + addPeakMax = ['EDemand', 'HDemand', 'E-Load','bElecLoad'], + addMeanMin = ['Photovoltaic', 'GHI', 'DNI', 'Wind'], + addMeanMax = []): + ''' + Initialize the periodly clusters. + + Parameters + ----------- + timeSeries: pandas.DataFrame() or dict, required + DataFrame with the datetime as index and the relevant + time series parameters as columns. + resolution: float, optional, default: delta_T in timeSeries + Resolution of the time series in hours [h]. If timeSeries is a + pandas.DataFrame() the resolution is derived from the datetime + index. + hoursPerPeriod: int, optional, default: 24 + Value which defines the length of a cluster period. + noTypicalPeriods: int, optional, default: 10 + Number of typical Periods - equivalent to the number of clusters. + clusterMethod: {'averaging','k_means','k_medoids','hierarchical'}, + optional, default: 'hierarchical' + Chosen clustering method. + evalSumPeriods: boolean, optional, default: False + Boolean if in the clustering process also the averaged periodly values + shall be integrated additional to the periodly profiles as parameters. + sameMean: boolean, optional, default: False + Boolean which is used in the normalization procedure. If true, + all time series get normalized such that they have the same mean value. + sortValues: boolean, optional (default: False) + Boolean if the clustering should be done by the periodly duration + curves (true) or the original shape of the data. + rescaleClusterPeriods: boolean, optional (default: True) + Decides if the cluster Periods shall get rescaled such that their + weighted mean value fits the mean value of the original time + series. + weightDict: dict, optional (default: {} ) + Dictionary which weights the profiles. It is done by scaling + the time series while the normalization process. Normally all time + series have a scale from 0 to 1. By scaling them, the values get + different distances to each other and with this, they are + differently evaluated while the clustering process. + extremePeriodMethod: {'None','append','new_cluster_center', + 'replace_cluster_center'}, optional, default: 'None' + Method how to integrate extreme Periods (peak demand, + lowest temperature etc.) + into to the typical period profiles. + None: No integration at all. + 'append': append typical Periods to cluster centers + 'new_cluster_center': add the extreme period as additional cluster + center. It is checked then for all Periods if they fit better + to the this new center or their original cluster center. + 'replace_cluster_center': replaces the cluster center of the + cluster where the extreme period belongs to with the periodly + profile of the extreme period. (Worst case system design) + addPeakMin: list, optional, default: ['Temperature', 'T','T_e'] + List of columns which's minimal value shall be added to the + typical periods. + addPeakMax: list, optional, default: ['EDemand', 'HDemand', 'E-Load','bElecLoad'], + List of columns which's maximal value shall be added to the + typical periods. + addMeanMin: list, optional, default: ['Photovoltaic', 'GHI', 'DNI', 'Wind'], + List of columns where the period with the cumulative minimal value + shall be added to the typical periods. + addMeanMax: list, optional, default: [] + List of columns where the period with the cumulative maximal value + shall be added to the typical periods. + ''' + self.timeSeries = timeSeries + + self.resolution = resolution + + self.hoursPerPeriod = hoursPerPeriod + + self.noTypicalPeriods = noTypicalPeriods + + self.clusterMethod = clusterMethod + + self.extremePeriodMethod = extremePeriodMethod + + self.evalSumPeriods = evalSumPeriods + + self.sortValues = sortValues + + self.sameMean = sameMean + + self.rescaleClusterPeriods = rescaleClusterPeriods + + self.weightDict = weightDict + + self.addPeakMin = addPeakMin + + self.addPeakMax = addPeakMax + + self.addMeanMin = addMeanMin + + self.addMeanMax = addMeanMax + + self._check_init_args() + + return + + def _check_init_args(self): + + # check timeSeries and set it as pandas DataFrame + if not isinstance(self.timeSeries, pd.DataFrame): + if isinstance(self.timeSeries, dict): + self.timeSeries = pd.DataFrame(self.timeSeries) + elif isinstance(self.timeSeries, np.ndarray): + self.timeSeries = pd.DataFrame(self.timeSeries) + else: + raise ValueError('timeSeries has to be of type pandas.DataFrame() ' + + 'or of type np.array() ' + 'in initialization of object of class ' + + (type(self).__name__)) + + + # set or check resolution + if self.resolution is None: + if isinstance(self.timeSeries.index,pd.tseries.index.DatetimeIndex): + timedelta = self.timeSeries.index[1] - self.timeSeries.index[0] + self.resolution = float(timedelta.total_seconds()) / 3600 + else: + try: + self.timeSeries.index = pd.to_datetime(self.timeSeries.index) + timedelta = self.timeSeries.index[1] - self.timeSeries.index[0] + self.resolution = float(timedelta.total_seconds()) / 3600 + except: + ValueError("'resolution' argument has to be nonnegative float or int" + + " or the given timeseries needs a datetime index" ) + if not (isinstance(self.resolution, int) or isinstance(self.resolution, float)): + raise ValueError("resolution has to be nonnegative float or int") + + # check hoursPerPeriod + if self.hoursPerPeriod is None or self.hoursPerPeriod <= 0 or \ + not isinstance(self.hoursPerPeriod, int): + raise ValueError("hoursPerPeriod has to be nonnegative integer") + + # check typical Periods + if self.noTypicalPeriods is None or self.noTypicalPeriods <= 0 or \ + not isinstance(self.noTypicalPeriods, int): + raise ValueError("noTypicalPeriods has to be nonnegative integer") + self.timeStepsPerPeriod = int(self.hoursPerPeriod / self.resolution) + if not self.timeStepsPerPeriod == self.hoursPerPeriod / self.resolution: + raise ValueError('The combination of hoursPerPeriod and the ' + + 'resulution does not result in an integer ' + + 'number of time steps per period') + + # check clusterMethod + if self.clusterMethod not in self.CLUSTER_METHODS: + raise ValueError("clusterMethod needs to be one of " + + "the following: " + + "{}".format(self.CLUSTER_METHODS)) + + # check extremePeriods + if self.extremePeriodMethod not in self.EXTREME_PERIOD_METHODS: + raise ValueError("extremePeriodMethod needs to be one of " + + "the following: " + + "{}".format(self.EXTREME_PERIOD_METHODS)) + + # check evalSumPeriods + if not isinstance(self.evalSumPeriods, bool): + raise ValueError("evalSumPeriods has to be boolean") + # check sortValues + if not isinstance(self.sortValues, bool): + raise ValueError("sortValues has to be boolean") + # check sameMean + if not isinstance(self.sameMean, bool): + raise ValueError("sameMean has to be boolean") + # check rescaleClusterPeriods + if not isinstance(self.rescaleClusterPeriods, bool): + raise ValueError("rescaleClusterPeriods has to be boolean") + + def _normalizeTimeSeries(self, sameMean=False): + ''' + Normalizes each time series independently. + + Parameters + ---------- + sameMean: boolean, optional (default: False) + Decides if the time series should have all the same mean value. + Relevant for weighting time series. + + Returns + --------- + normalized time series + ''' + normalizedTimeSeries = pd.DataFrame() + for column in self.timeSeries: + if not self.timeSeries[column].max() == self.timeSeries[ + column].min(): # ignore constant timeseries + normalizedTimeSeries[column] = ( + self.timeSeries[column] - + self.timeSeries[column].min()) / \ + (self.timeSeries[column].max() - + self.timeSeries[column].min()) + if sameMean: + normalizedTimeSeries[column] = normalizedTimeSeries[ + column] / normalizedTimeSeries[column].mean() + else: + normalizedTimeSeries[column] = self.timeSeries[column] + return normalizedTimeSeries + + def _unnormalizeTimeSeries(self, normalizedTimeSeries, sameMean=False): + ''' + Equivalent to '_normalizeTimeSeries'. Just does the back + transformation. + + Parameters + ---------- + normalizedTimeSeries: pandas.DataFrame(), required + Time series which should get back transformated. + sameMean: boolean, optional (default: False) + Has to have the same value as in _normalizeTimeSeries. + ''' + unnormalizedTimeSeries = pd.DataFrame() + for column in self.timeSeries: + if not self.timeSeries[column].max() == self.timeSeries[ + column].min(): # ignore constant timeseries + if sameMean: + unnormalizedTimeSeries[column] = \ + normalizedTimeSeries[column] * \ + (self.timeSeries[column].mean() - + self.timeSeries[column].min()) / \ + (self.timeSeries[column].max() - + self.timeSeries[column].min()) + else: + unnormalizedTimeSeries[ + column] = normalizedTimeSeries[column] + unnormalizedTimeSeries[column] = \ + unnormalizedTimeSeries[column] * \ + (self.timeSeries[column].max() - + self.timeSeries[column].min()) + \ + self.timeSeries[column].min() + else: + unnormalizedTimeSeries[column] = normalizedTimeSeries[column] + return unnormalizedTimeSeries + + def _preProcessTimeSeries(self): + ''' + Normalize the time series, weight them based on the weight dict and + puts them into the correct matrix format. + ''' + # normalize the time series and group them to periodly profiles + self.normalizedTimeSeries = self._normalizeTimeSeries( + sameMean=self.sameMean) + + for column in self.weightDict: + if self.weightDict[column] == 0: + self.normalizedTimeSeries[ + column] = self.normalizedTimeSeries[column] * 0.0001 + else: + self.normalizedTimeSeries[column] = self.normalizedTimeSeries[ + column] * self.weightDict[column] + + self.normalizedPeriodlyProfiles = groupToPeriods( + self.normalizedTimeSeries, self.timeStepsPerPeriod) + + # check if no NaN is in the resulting profiles + if self.normalizedPeriodlyProfiles.isnull().values.any(): + raise ValueError( + 'Pre processed data includes NaN. Please check the timeSeries input data.') + + def _postProcessTimeSeries(self, normalizedTimeSeries): + ''' + Neutralizes the weighting the time series back and unnormalizes them. + ''' + for column in self.weightDict: + if self.weightDict[column] == 0: + normalizedTimeSeries[ + column] = normalizedTimeSeries[column] / 0.0001 + else: + normalizedTimeSeries[column] = normalizedTimeSeries[ + column] / self.weightDict[column] + + unnormalizedTimeSeries = self._unnormalizeTimeSeries( + normalizedTimeSeries, sameMean=self.sameMean) + + return unnormalizedTimeSeries + + def _addExtremePeriods(self, groupedSeries, clusterCenters, + clusterOrder, + extremePeriodMethod='new_cluster_center', + addPeakMin = ['Temperature', 'T','T_e'], + addPeakMax = ['EDemand', 'HDemand', 'E-Load', + 'bElecLoad'], + addMeanMin = ['Photovoltaic', 'GHI', 'DNI', 'Wind'], + addMeanMax = [] ): + ''' + Adds different extreme periods based on the to the clustered data, + decribed by the clusterCenters and clusterOrder. + + Parameters + ---------- + groupedSeries: pandas.DataFrame(), required + periodly grouped groupedSeries on which basis it should be decided, + which period is an extreme period. + clusterCenters: dict, required + Output from clustering with sklearn. + clusterOrder: dict, required + Output from clsutering with sklearn. + extremePeriodMethod: str, optional(default: 'new_cluster_center' ) + Chosen extremePeriodMethod. The method + + Returns + ------- + newClusterCenters + The new cluster centers extended with the extreme periods. + newClusterOrder + The new cluster order including the extreme periods. + extremeClusterIdx + A list of indices where in the newClusterCenters are the extreme + periods located. + ''' + + # init required dicts and lists + self.extremePeriods = {} + extremePeriodNo = [] + + # check which extreme periods exist in the profile and add them to + # self.extremePeriods dict + for column in self.timeSeries.columns: + + if column in addPeakMax: + stepNo = groupedSeries[column].max(axis=1).idxmax() + # add only if stepNo is not already in extremePeriods + if not stepNo in extremePeriodNo: + self.extremePeriods[column + ' max.'] = \ + {'stepNo': stepNo, + 'profile': groupedSeries.ix[stepNo].values, + 'column': column} + extremePeriodNo.append(stepNo) + + if column in addPeakMin: + stepNo = groupedSeries[column].min(axis=1).idxmin() + # add only if stepNo is not already in extremePeriods + if not stepNo in extremePeriodNo: + self.extremePeriods[column + ' min.'] = \ + {'stepNo': stepNo, + 'profile': groupedSeries.ix[stepNo].values, + 'column': column} + extremePeriodNo.append(stepNo) + + if column in addMeanMax: + stepNo = groupedSeries[column].mean(axis=1).idxmax() + # add only if stepNo is not already in extremePeriods + if not stepNo in extremePeriodNo: + self.extremePeriods[column + ' daily min.'] = \ + {'stepNo': stepNo, + 'profile': groupedSeries.ix[stepNo].values, + 'column': column} + extremePeriodNo.append(stepNo) + + if column in addMeanMin: + stepNo = groupedSeries[column].mean(axis=1).idxmin() + # add only if stepNo is not already in extremePeriods + if not stepNo in extremePeriodNo: + self.extremePeriods[column + ' daily min.'] = \ + {'stepNo': stepNo, + 'profile': groupedSeries.ix[stepNo].values, + 'column': column} + extremePeriodNo.append(stepNo) + + + # preprocess extreme periods + for periodType in self.extremePeriods: + self.extremePeriods[periodType]['clusterNo'] = clusterOrder[ + self.extremePeriods[periodType]['stepNo']] + + # init new cluster structure + newClusterCenters = [] + newClusterOrder = clusterOrder + extremeClusterIdx = [] + + # integrate extreme periods to clusters + if self.extremePeriodMethod == 'append': + # attach extreme periods to cluster centers + for i, cluster_center in enumerate(clusterCenters): + newClusterCenters.append(cluster_center) + for i, periodType in enumerate(self.extremePeriods): + extremeClusterIdx.append(len(newClusterCenters)) + newClusterCenters.append( + self.extremePeriods[periodType]['profile']) + newClusterOrder[self.extremePeriods[periodType] + ['stepNo']] = i + len(clusterCenters) + + elif self.extremePeriodMethod == 'new_cluster_center': + for i, cluster_center in enumerate(clusterCenters): + newClusterCenters.append(cluster_center) + # attach extrem periods to cluster centers and consider for all periods + # if the fit better to the cluster or the extrem period + for i, periodType in enumerate(self.extremePeriods): + extremeClusterIdx.append(len(newClusterCenters)) + newClusterCenters.append( + self.extremePeriods[periodType]['profile']) + self.extremePeriods[periodType][ + 'newClusterNo'] = i + len(clusterCenters) + + for i, cPeriod in enumerate(newClusterOrder): + # caclulate euclidean distance to cluster center + cluster_dist = sum( + (groupedSeries.ix[i].values - clusterCenters[cPeriod])**2) + for ii, extremPeriodType in enumerate(self.extremePeriods): + # calculate distance to extreme periods + extperiod_dist = sum( + (groupedSeries.ix[i].values - + self.extremePeriods[extremPeriodType]['profile'])**2) + # choose new cluster relation + if extperiod_dist < cluster_dist: + newClusterOrder[i] = self.extremePeriods[ + extremPeriodType]['newClusterNo'] + + elif self.extremePeriodMethod == 'replace_cluster_center': + # Worst Case Clusterperiods + newClusterCenters = clusterCenters + for periodType in self.extremePeriods: + index = groupedSeries.columns.get_loc( + self.extremePeriods[periodType]['column']) + newClusterCenters[self.extremePeriods[periodType] + ['clusterNo']][index] = \ + self.extremePeriods[periodType]['profile'][index] + if not self.extremePeriods[periodType][ + 'clusterNo'] in extremeClusterIdx: + extremeClusterIdx.append( + self.extremePeriods[periodType]['clusterNo']) + + else: + raise NotImplementedError('Chosen "extremePeriodMethod": ' + + str(self.extremePeriodMethod) + ' is ' + + 'not implemented.') + + return newClusterCenters, newClusterOrder, extremeClusterIdx + + def _rescaleClusterPeriods( + self, clusterOrder, clusterPeriods, extremeClusterIdx): + ''' + Rescale the values of the clustered Periods such that mean of each time + series in the typical Periods fits the mean value of the original time + series, without changing the values of the extremePeriods. + ''' + clusterPeriodNoOccur = {} + for typPeriod in range(len(clusterPeriods)): + clusterPeriodNoOccur[typPeriod] = 0 + for daynum in clusterOrder: + clusterPeriodNoOccur[daynum] += 1 + weightingVec = pd.Series(clusterPeriodNoOccur).values + typicalPeriods = pd.DataFrame( + clusterPeriods, columns=self.normalizedPeriodlyProfiles.columns) + idx_wo_peak = np.delete(typicalPeriods.index, extremeClusterIdx) + for column in self.timeSeries.columns: + diff = 1 + sum_raw = self.normalizedPeriodlyProfiles[column].sum().sum() + sum_peak = sum( + weightingVec[extremeClusterIdx] * + typicalPeriods[column].ix[extremeClusterIdx].sum( + axis = 1)) + sum_clu_wo_peak = sum( + weightingVec[idx_wo_peak] * + typicalPeriods[column].ix[idx_wo_peak].sum( + axis=1)) + + # define the upper scale dependent on the weighting of the series + scale_ub = 1.0 + if self.sameMean: + scale_ub = scale_ub * self.timeSeries[column].max( + ) / self.timeSeries[column].mean() + if column in self.weightDict: + scale_ub = scale_ub * self.weightDict[column] + + diff = abs(sum_raw - (sum_clu_wo_peak + sum_peak)) + a = 0 + while diff > 0.1 and a < 20: + # rescale values + typicalPeriods.loc[idx_wo_peak, column] = \ + (typicalPeriods[column].ix[idx_wo_peak].values * + (sum_raw - sum_peak) / sum_clu_wo_peak) + + # reset values higher than the upper sacle or less than zero + typicalPeriods[column][ + typicalPeriods[column] > scale_ub] = scale_ub + typicalPeriods[column][ + typicalPeriods[column] < 0.0] = 0.0 + + typicalPeriods[column] = typicalPeriods[ + column].fillna(0.0) + + # calc new sum and new diff to orig data + sum_clu_wo_peak = sum( + weightingVec[idx_wo_peak] * + typicalPeriods[column].ix[idx_wo_peak].sum( + axis=1)) + diff = abs(sum_raw - (sum_clu_wo_peak + sum_peak)) + a += 1 + return typicalPeriods.values + + + + def _clusterSortedPeriods(self, candidates, n_init=20): + ''' + Runs the clustering algorithms for the sorted profiles within the period + instead of the original profiles. (Duration curve clustering) + ''' + # initialize + normalizedSortedPeriodlyProfiles = copy.deepcopy( + self.normalizedPeriodlyProfiles) + for column in self.timeSeries.columns: + # sort each period individually + df = normalizedSortedPeriodlyProfiles[column] + values = df.values + values.sort(axis=1) + values = values[:, ::-1] + normalizedSortedPeriodlyProfiles[column] = pd.DataFrame( + values, df.index, df.columns) + sortedClusterValues = normalizedSortedPeriodlyProfiles.values + + clusterOrders_iter = [] + clusterCenters_iter = [] + distanceMedoid_iter = [] + + for i in range(n_init): + altClusterCenters, clusterOrders_C = aggregatePeriods( + sortedClusterValues, n_clusters=self.noTypicalPeriods, n_iter=30, + clusterMethod = self.clusterMethod) + + clusterCenters_C = [] + distanceMedoid_C = [] + + # take the clusters and determine the most representative sorted + # period as cluster center + for clusterNum in np.unique(clusterOrders_C): + indice = np.where(clusterOrders_C == clusterNum)[0] + if len(indice) > 1: + # mean value for each time step for each time series over + # all Periods in the cluster + currentMean_C = sortedClusterValues[indice].mean(axis=0) + # index of the period with the lowest distance to the cluster + # center + mindistIdx_C = np.argmin( + np.square( + sortedClusterValues[indice] - + currentMean_C).sum( + axis=1)) + # append original time series of this period + medoid_C = candidates[indice][mindistIdx_C] + + # append to cluster center + clusterCenters_C.append(medoid_C) + + # calculate metrix for evaluation + distanceMedoid_C.append( + abs(candidates[indice] - medoid_C).sum()) + + else: + # if only on period is part of the cluster, add this index + clusterCenters_C.append(candidates[indice][0]) + distanceMedoid_C.append(0) + + # collect matrix + distanceMedoid_iter.append(abs(sum(distanceMedoid_C))) + clusterCenters_iter.append(clusterCenters_C) + clusterOrders_iter.append(clusterOrders_C) + + bestFit = np.argmin(distanceMedoid_iter) + + return clusterCenters_iter[bestFit], clusterOrders_iter[bestFit] + + + def createTypicalPeriods(self): + ''' + Clusters the Periods. + + Returns + ------- + self.clusterPeriods + All typical Periods in normalized form. + self.clusterOrder + The order of the cluster Periods related to the original profile. + self.clusterPeriodDict + Cluster Periods as dictionary with the profile names as keys in + original scaling. + ''' + self._preProcessTimeSeries() + + # check for additional cluster parameters + if self.evalSumPeriods: + evaluationValues = self.normalizedPeriodlyProfiles.stack( + level=0).sum( + axis=1).unstack( + level=1) + # how many values have to get deleted later + delClusterParams = -len(evaluationValues.columns) + candidates = np.concatenate( + (self.normalizedPeriodlyProfiles.values, evaluationValues.values), + axis=1) + else: + delClusterParams = None + candidates = self.normalizedPeriodlyProfiles.values + + + cluster_duration = time.time() + if not self.sortValues: + # cluster the data + self.clusterCenters, self.clusterOrder = aggregatePeriods( + candidates, n_clusters=self.noTypicalPeriods, n_iter=100, + clusterMethod=self.clusterMethod) + else: + self.clusterCenters, self.clusterOrder = self._clusterSortedPeriods( + candidates) + self.clusteringDuration = time.time() - cluster_duration + + # get cluster centers without additional evaluation values + self.clusterPeriods = [] + for i, cluster_center in enumerate(self.clusterCenters): + self.clusterPeriods.append(cluster_center[:delClusterParams]) + + if not self.extremePeriodMethod == 'None': + # overwrite clusterPeriods and clusterOrder + self.clusterPeriods, self.clusterOrder, self.extremeClusterIdx = \ + self._addExtremePeriods(self.normalizedPeriodlyProfiles, + self.clusterPeriods, + self.clusterOrder, + extremePeriodMethod = self.extremePeriodMethod, + addPeakMin = self.addPeakMin, + addPeakMax = self.addPeakMax, + addMeanMin = self.addMeanMin, + addMeanMax = self.addMeanMax) + else: + self.extremeClusterIdx = [] + + if self.rescaleClusterPeriods: + self.clusterPeriods = self._rescaleClusterPeriods( + self.clusterOrder, self.clusterPeriods, self.extremeClusterIdx) + + # if additional time steps have been added, reduce the number of occurance of the typical period which is related to these time steps + if not len(self.timeSeries) % self.timeStepsPerPeriod == 0: + self.clusterPeriodNoOccur[self.clusterOrder[-1]] -= (1 - float(len(self.timeSeries) % self.timeStepsPerPeriod)/self.timeStepsPerPeriod) + + # put the clustered data in pandas format and scale back + clustered_data_raw = pd.DataFrame( + self.clusterPeriods, + columns=self.normalizedPeriodlyProfiles.columns).stack( + level='TimeStep') + + self.typicalPeriods = self._postProcessTimeSeries(clustered_data_raw) + + return self.typicalPeriods + + def prepareEnersysInput(self): + ''' + Creates all dictionaries and lists which are required for the energysystem + optimization input. + ''' + if not hasattr(self, 'clusterOrder'): + self.createTypicalPeriods() + + self.clusterPeriodIdx = [i for i in range(len(self.clusterPeriods))] + + # how many Periods represents the typical period/ or how often does the + # typical period occur while the observation period + self.clusterPeriodNoOccur = {} + for typPeriod in self.clusterPeriodIdx: + self.clusterPeriodNoOccur[typPeriod] = 0 + for daynum in self.clusterOrder: + self.clusterPeriodNoOccur[daynum] += 1 + + self.clusterPeriodDict = {} + for column in self.typicalPeriods: + self.clusterPeriodDict[column] = self.typicalPeriods[column].to_dict() + + return + + def predictOriginalData(self): + ''' + Predicts the overall time series if every period would be placed in the + related cluster center + + Returns + ------- + pandas.DataFrame + DataFrame which has the same shape as the original one. + ''' + if not hasattr(self, 'clusterOrder'): + self.createTypicalPeriods() + + new_data = [] + for label in self.clusterOrder: + new_data.append(self.clusterPeriods[label]) + + # back in matrix + clustered_data_df = \ + pd.DataFrame(new_data, + columns=self.normalizedPeriodlyProfiles.columns, + index=self.normalizedPeriodlyProfiles.index) + clustered_data_df = clustered_data_df.stack(level='TimeStep') + + # back in form + self.normalizedPredictedData = \ + pd.DataFrame(clustered_data_df.values[:len(self.timeSeries)], + index=self.timeSeries.index, + columns=self.timeSeries.columns) + self.predictedData = self._postProcessTimeSeries( + self.normalizedPredictedData) + + return self.predictedData + + def accuracyIndicators(self): + ''' + Compares the predicted data with the orginal time series. + + Returns + ------- + pandas.DataFrame + Dataframe containing indicators evaluating the accuracy of the + aggregation + ''' + if not hasattr(self, 'predictedData'): + self.predictOriginalData() + + indicatorRaw = { + 'RMSE': {}, + 'RMSE_duration': {}, + 'MAE': {}} # 'Silhouette score':{}, + + for column in self.normalizedTimeSeries.columns: + origTS = self.normalizedTimeSeries[column] + predTS = self.normalizedPredictedData[column] + indicatorRaw['RMSE'][column] = np.sqrt( + mean_squared_error(origTS, predTS)) + indicatorRaw['RMSE_duration'][column] = np.sqrt(mean_squared_error( + origTS.sort_values(ascending=False).reset_index(drop=True), + predTS.sort_values(ascending=False).reset_index(drop=True))) + indicatorRaw['MAE'][column] = mean_absolute_error(origTS, predTS) + + return pd.DataFrame(indicatorRaw) + diff --git a/tsam/utils/__init__.py b/tsam/utils/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tsam/utils/k_medoids_exact.py b/tsam/utils/k_medoids_exact.py new file mode 100644 index 0000000..7516e29 --- /dev/null +++ b/tsam/utils/k_medoids_exact.py @@ -0,0 +1,244 @@ +# -*- coding: utf-8 -*- +"""Exact K-medoids clustering""" + + +import numpy as np + +from sklearn.base import BaseEstimator, ClusterMixin, TransformerMixin +from sklearn.metrics.pairwise import PAIRWISE_DISTANCE_FUNCTIONS +from sklearn.utils import check_array, check_random_state +from sklearn.utils.validation import check_is_fitted +import pyomo.environ as pyomo +import pyomo.opt as opt + + + +class KMedoids(BaseEstimator, ClusterMixin, TransformerMixin): + """ + k-medoids class. + + Parameters + ---------- + n_clusters: int, optional, default: 8 + How many medoids. Must be positive. + distance_metric : string, optional, default: 'euclidean' + What distance metric to use. + timelimit: int, optional, default: 100 + Specify the time limit of the solver. + threads: int, optional, default: 7 + Threads to use by the optimization solver. + solver: str, optional, default: gurobi + """ + + def __init__(self, n_clusters = 8, distance_metric = 'euclidean', + timelimit = 100, threads = 7, solver = 'gurobi'): + + self.n_clusters = n_clusters + + self.distance_metric = distance_metric + + self.solver = solver + + self.timelimit = timelimit + + self.threads = threads + + def _check_init_args(self): + + # Check n_clusters + if self.n_clusters is None or self.n_clusters <= 0 or \ + not isinstance(self.n_clusters, int): + raise ValueError("n_clusters has to be nonnegative integer") + + # Check distance_metric + if callable(self.distance_metric): + self.distance_func = self.distance_metric + elif self.distance_metric in PAIRWISE_DISTANCE_FUNCTIONS: + self.distance_func = \ + PAIRWISE_DISTANCE_FUNCTIONS[self.distance_metric] + else: + raise ValueError("distance_metric needs to be " + + "callable or one of the " + + "following strings: " + + "{}".format(PAIRWISE_DISTANCE_FUNCTIONS.keys()) + + ". Instead, '{}' ".format(self.distance_metric) + + "was given.") + + def fit(self, X, y=None): + """Fit K-Medoids to the provided data. + Parameters + ---------- + X : array-like or sparse matrix, shape=(n_samples, n_features) + Returns + ------- + self + """ + + self._check_init_args() + + # check that the array is good and attempt to convert it to + # Numpy array if possible + X = self._check_array(X) + + # apply distance metric to get the distance matrix + D = self.distance_func(X) + + # run exact optimization + r_y, r_x, best_inertia = self._k_medoids_exact(D, self.n_clusters) + + + labels_raw = r_x.argmax(axis=0) + + count = 0 + translator = {} + cluster_centers_ = [] + for ix,val in enumerate(r_y): + if val > 0: + translator[ix] = count + cluster_centers_.append( X[ix] ) + count += 1 + labels_ = [] + for label in labels_raw: + labels_.append(translator[label]) + + self.labels_ = labels_ + self.cluster_centers_ = cluster_centers_ + + return self + + def _check_array(self, X): + + X = check_array(X) + + # Check that the number of clusters is less than or equal to + # the number of samples + if self.n_clusters > X.shape[0]: + raise ValueError("The number of medoids " + + "({}) ".format(self.n_clusters) + + "must be larger than the number " + + "of samples ({})".format(X.shape[0])) + + return X + + def transform(self, X): + """Transforms X to cluster-distance space. + Parameters + ---------- + X : array-like or sparse matrix, shape=(n_samples, n_features) + Data to transform. + Returns + ------- + X_new : array, shape=(n_samples, n_clusters) + X transformed in the new space. + """ + + check_is_fitted(self, "cluster_centers_") + + # Apply distance metric wrt. cluster centers (medoids), + # and return these distances + return self.distance_func(X, Y=self.cluster_centers_) + + def predict(self, X): + + check_is_fitted(self, "cluster_centers_") + + # Check that the array is good and attempt to convert it to + # Numpy array if possible + X = check_array(X) + + # Apply distance metric wrt. cluster centers (medoids) + D = self.distance_func(X, Y=self.cluster_centers_) + + # Assign data points to clusters based on + # which cluster assignment yields + # the smallest distance + labels = np.argmin(D, axis=1) + + return labels + + def inertia(self, X): + + # Map the original X to the distance-space + Xt = self.transform(X) + + # Define inertia as the sum of the sample-distances + # to closest cluster centers + inertia = np.sum(np.min(Xt, axis=1)) + + return inertia + + def _k_medoids_exact(self, distances, n_clusters): + """ + Parameters + ---------- + distances : int, required + Pairwise distances between each row. + n_clusters : int, required + Number of clusters. + """ + # Create model + M=pyomo.ConcreteModel() + + # get distance matrix + M.d = distances + + # set number of clusters + M.no_k = n_clusters + + # Distances is a symmetrical matrix, extract its length + length = distances.shape[0] + + # get indices + M.i = [j for j in range(length)] + M.j = [j for j in range(length)] + + # initialize vars + M.z = pyomo.Var(M.i, M.j, within=pyomo.Binary) + M.y = pyomo.Var(M.i, within=pyomo.Binary) + + + # get objective + def objRule(M): + return sum(sum(M.d[i,j] * M.z[i,j] for j in M.j) for i in M.i) + M.obj=pyomo.Objective(rule=objRule) + + # s.t. + # Assign all candidates to clusters + def candToClusterRule(M,j): + return sum(M.z[i,j] for i in M.i) == 1 + M.candToClusterCon = pyomo.Constraint(M.j, rule=candToClusterRule) + + # no of clusters + def noClustersRule(M): + return sum(M.y[i] for i in M.i) == M.no_k + M.noClustersCon = pyomo.Constraint(rule=noClustersRule) + + # cluster relation + def clusterRelationRule(M,i,j): + return M.z[i,j] <= M.y[i] + M.clusterRelationCon = pyomo.Constraint(M.i,M.j, rule=clusterRelationRule) + + + # create optimization problem + optprob = opt.SolverFactory(self.solver) + if self.solver =='gurobi': + optprob.set_options("Threads=" + str(self.threads) + + " TimeLimit=" + str(self.timelimit)) + + results = optprob.solve(M,tee=False) + # check that it does not fail + if self.solver=='gurobi' and results['Solver'][0]['Termination condition'].index == 11: + print(results['Solver'][0]['Termination message']) + return False + elif self.solver=='gurobi' and not results['Solver'][0]['Termination condition'].index in [2,7,8,9,10]: # optimal + raise ValueError(results['Solver'][0]['Termination message']) + + # Get results + r_x = np.array([[round(M.z[i,j].value) for i in range(length)] + for j in range(length)]) + + r_y = np.array([round(M.y[j].value) for j in range(length)]) + + r_obj = pyomo.value(M.obj) + + return (r_y, r_x.T, r_obj) \ No newline at end of file