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From "Mattmann, Chris A (3980)" <chris.a.mattm...@jpl.nasa.gov>
Subject Re: GSoC 2016: OpenNLP Sentiment Analysis: Status Update
Date Fri, 20 May 2016 14:27:07 GMT
hehe, oh don’t worry we can do that.. ;)

++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Chris Mattmann, Ph.D.
Chief Architect
Instrument Software and Science Data Systems Section (398)
NASA Jet Propulsion Laboratory Pasadena, CA 91109 USA
Office: 168-519, Mailstop: 168-527
Email: chris.a.mattmann@nasa.gov
WWW:  http://sunset.usc.edu/~mattmann/
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Director, Information Retrieval and Data Science Group (IRDS)
Adjunct Associate Professor, Computer Science Department
University of Southern California, Los Angeles, CA 90089 USA
WWW: http://irds.usc.edu/
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++










On 5/19/16, 11:08 PM, "Mike Carey" <dtabass@gmail.com> wrote:

>And here I was hoping you had a summer project planned to add NLP
>processing to the AsterixDB Twitter feed...!
>On May 19, 2016 4:02 PM, "Mattmann, Chris A (3980)" <
>chris.a.mattmann@jpl.nasa.gov> wrote:
>
>> Hi Chen,
>>
>> Sorry this should have went to the Tika lists, my bad!
>>
>> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> Chris Mattmann, Ph.D.
>> Chief Architect
>> Instrument Software and Science Data Systems Section (398)
>> NASA Jet Propulsion Laboratory Pasadena, CA 91109 USA
>> Office: 168-519, Mailstop: 168-527
>> Email: chris.a.mattmann@nasa.gov
>> WWW:  http://sunset.usc.edu/~mattmann/
>> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> Director, Information Retrieval and Data Science Group (IRDS)
>> Adjunct Associate Professor, Computer Science Department
>> University of Southern California, Los Angeles, CA 90089 USA
>> WWW: http://irds.usc.edu/
>> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>> On 5/18/16, 11:33 PM, "Chen Li" <chenli@gmail.com> wrote:
>>
>> >Just curious, how is this task related to AsterixDB?
>> >
>> >
>> >
>> >On Wed, May 18, 2016 at 8:57 AM, Mattmann, Chris A (3980) <
>> >chris.a.mattmann@jpl.nasa.gov> wrote:
>> >
>> >> Hi Everyone,
>> >>
>> >> Anastasija and I met this morning. Here are her next steps:
>> >>
>> >>
>> >> 0. Completed learning, installing and using GeoTopicParser in Apache
>> Tika
>> >> 1. Learning about Movie Review Dataset (labeled data, yay!)
>> >> 2. Try and build OpeNNLP model for that
>> >>
>> >> She and I will meet again next week and report progress.
>> >>
>> >> Cheers,
>> >> Chris
>> >>
>> >> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> Chris Mattmann, Ph.D.
>> >> Chief Architect
>> >> Instrument Software and Science Data Systems Section (398)
>> >> NASA Jet Propulsion Laboratory Pasadena, CA 91109 USA
>> >> Office: 168-519, Mailstop: 168-527
>> >> Email: chris.a.mattmann@nasa.gov
>> >> WWW:  http://sunset.usc.edu/~mattmann/
>> >> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> Director, Information Retrieval and Data Science Group (IRDS)
>> >> Adjunct Associate Professor, Computer Science Department
>> >> University of Southern California, Los Angeles, CA 90089 USA
>> >> WWW: http://irds.usc.edu/
>> >> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >>
>> >>
>> >>
>> >>
>> >>
>> >>
>> >>
>> >>
>> >>
>> >> On 4/26/16, 12:23 PM, "Rodrigo Agerri" <rodrigo.agerri@ehu.eus> wrote:
>> >>
>> >> >Hello,
>> >> >
>> >> >Everything looks very interesting.  Other options are the Aspect Based
>> >> >Sentiment Analysis tasks as described in
>> >> >
>> >> >http://alt.qcri.org/semeval2014/task4/
>> >> >http://alt.qcri.org/semeval2015/task12/
>> >> >http://alt.qcri.org/semeval2016/task5/
>> >> >
>> >> >The task is well circumscribed plus data is publicly available, which
>> >> >is good to try and make manageable objectives for a GSOC.
>> >> >
>> >> >Best,
>> >> >
>> >> >Rodrigo
>> >> >
>> >> >
>> >> >
>> >> >On Tue, Apr 26, 2016 at 6:10 PM, Anthony Beylerian
>> >> ><anthony.beylerian@gmail.com> wrote:
>> >> >> Please check this approach [1] it could be useful to combine
>> >> >> a labeled seed set with unlabeled Fisher CallHome.
>> >> >> Since it maybe a long read there's a shorter ppt as well [2]
>> >> >>
>> >> >> [1] link.springer.com/article/10.1023%2FA%3A1007692713085
>> >> >> [2] cseweb.ucsd.edu/~atsmith/presentation_final.ppt
>> >> >>
>> >> >>
>> >> >> On Tue, Apr 26, 2016 at 11:36 PM, Joern Kottmann <kottmann@gmail.com
>> >
>> >> wrote:
>> >> >>
>> >> >>> The Large Movie Review Dataset might be interesting for this
as
>> well:
>> >> >>> http://ai.stanford.edu/~amaas/data/sentiment/
>> >> >>>
>> >> >>> Jörn
>> >> >>>
>> >> >>> On Tue, Apr 26, 2016 at 4:26 PM, Anthony Beylerian <
>> >> >>> anthony.beylerian@gmail.com> wrote:
>> >> >>>
>> >> >>> > sentiment analysis discussion doc :
>> >> >>> >
>> >> >>> >
>> >> >>> >
>> >> >>>
>> >>
>> https://docs.google.com/document/d/1Gi59YqtisY4NLaVY3B7CNLMTgCRZm9JEk17kmBmWXqQ/edit?usp=sharing
>> >> >>> >
>> >> >>> > On Tue, Apr 26, 2016 at 10:56 PM, Mattmann, Chris A (3980)
<
>> >> >>> > chris.a.mattmann@jpl.nasa.gov> wrote:
>> >> >>> >
>> >> >>> > > Hi,
>> >> >>> > >
>> >> >>> > > Sure here is the link:
>> >> >>> > >
>> >> >>> > > https://hangouts.google.com/call/a2w5cgdtirf6jgfb4ww5l2l64ee
>> >> >>> > >
>> >> >>> > > Sorry for the delay.
>> >> >>> > >
>> >> >>> > > Cheers,
>> >> >>> > > Chris
>> >> >>> > >
>> >> >>> > >
>> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > > Chris Mattmann, Ph.D.
>> >> >>> > > Chief Architect
>> >> >>> > > Instrument Software and Science Data Systems Section
(398)
>> >> >>> > > NASA Jet Propulsion Laboratory Pasadena, CA 91109
USA
>> >> >>> > > Office: 168-519, Mailstop: 168-527
>> >> >>> > > Email: chris.a.mattmann@nasa.gov
>> >> >>> > > WWW:  http://sunset.usc.edu/~mattmann/
>> >> >>> > >
>> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > > Director, Information Retrieval and Data Science
Group (IRDS)
>> >> >>> > > Adjunct Associate Professor, Computer Science Department
>> >> >>> > > University of Southern California, Los Angeles, CA
90089 USA
>> >> >>> > > WWW: http://irds.usc.edu/
>> >> >>> > >
>> ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > >
>> >> >>> > >
>> >> >>> > >
>> >> >>> > >
>> >> >>> > >
>> >> >>> > >
>> >> >>> > >
>> >> >>> > >
>> >> >>> > >
>> >> >>> > > On 4/26/16, 6:48 AM, "Anastasija Mensikova" <
>> >> >>> > > mensikova.anastasija@gmail.com> wrote:
>> >> >>> > >
>> >> >>> > > >Hi everyone,
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >Is the 9:40 ET hangout still happening? I just
have to leave
>> soon
>> >> to
>> >> >>> go
>> >> >>> > > to class.
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >Thank you,
>> >> >>> > > >Anastasija
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >On 25 April 2016 at 23:39, Anastasija Mensikova
>> >> >>> > > ><mensikova.anastasija@gmail.com> wrote:
>> >> >>> > > >
>> >> >>> > > >Hi Chris,
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >Yes, that's perfect. I'll be ready by 9:40am.
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >Thank you,
>> >> >>> > > >Anastasija
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >On 25 April 2016 at 23:28, Mattmann, Chris A
(3980)
>> >> >>> > > ><chris.a.mattmann@jpl.nasa.gov> wrote:
>> >> >>> > > >
>> >> >>> > > >Hey Anastasija,
>> >> >>> > > >
>> >> >>> > > >To be honest 9am EST is a little aggressive,
I will likely be
>> able
>> >> >>> > > >to do 6:40 am PT (am traveling back from DC as
I type this)
>> which
>> >> >>> > > >is 9:40am ET.
>> >> >>> > > >
>> >> >>> > > >My GChat handle is chris.mattmann@gmail.com.
I will create a
>> >> hangout
>> >> >>> > > >and send to the list please contact me at 6:40am
PT.
>> >> >>> > > >
>> >> >>> > > >Cheers,
>> >> >>> > > >Chris
>> >> >>> > > >
>> >> >>> > >
>> >++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > > >Chris Mattmann, Ph.D.
>> >> >>> > > >Chief Architect
>> >> >>> > > >Instrument Software and Science Data Systems
Section (398)
>> >> >>> > > >NASA Jet Propulsion Laboratory Pasadena, CA 91109
USA
>> >> >>> > > >Office: 168-519, Mailstop: 168-527
>> >> >>> > > >Email: chris.a.mattmann@nasa.gov
>> >> >>> > > >WWW:
>> >> >>> > > >http://sunset.usc.edu/~mattmann/ <
>> >> http://sunset.usc.edu/~mattmann/>
>> >> >>> > >
>> >++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > > >Director, Information Retrieval and Data Science
Group (IRDS)
>> >> >>> > > >Adjunct Associate Professor, Computer Science
Department
>> >> >>> > > >University of Southern California, Los Angeles,
CA 90089 USA
>> >> >>> > > >WWW: http://irds.usc.edu/
>> >> >>> > >
>> >++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >On 4/25/16, 11:07 PM, "Anastasija Mensikova"
<
>> >> >>> > > mensikova.anastasija@gmail.com> wrote:
>> >> >>> > > >
>> >> >>> > > >>Hi everyone,
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>So is the hangout session tomorrow (Tuesday)
at 6:30pm IST
>> (9am
>> >> EST)
>> >> >>> > > confirmed or not?
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>Thank you,
>> >> >>> > > >>Anastasija
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>On 25 April 2016 at 15:23, Madhawa Kasun
Gunasekara
>> >> >>> > > >><madhawa30@gmail.com> wrote:
>> >> >>> > > >>
>> >> >>> > > >>Hi all,
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>Shall we have the hangout session tomorrow
(Tuesday) about
>> 18:30
>> >> IST
>> >> >>> ?
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>Thanks,
>> >> >>> > > >>
>> >> >>> > > >>Madhawa
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>Madhawa
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>On Sun, Apr 24, 2016 at 10:33 PM, Mondher
Bouazizi
>> >> >>> > > >><mondher.bouazizi@gmail.com> wrote:
>> >> >>> > > >>
>> >> >>> > > >>Hi,
>> >> >>> > > >>
>> >> >>> > > >>I am sorry for my late reply.
>> >> >>> > > >>
>> >> >>> > > >>Given the time difference between Japan and
USA, I think I
>> won't
>> >> be
>> >> >>> > > >>available on weekdays. I will be available
only on
>> >> Friday/Saturday
>> >> >>> > > morning
>> >> >>> > > >>(9-10am EST).
>> >> >>> > > >>
>> >> >>> > > >>I am not sure if Chris is OK with that, we
had our previous
>> >> meetings
>> >> >>> on
>> >> >>> > > >>Saturday mornings.
>> >> >>> > > >>
>> >> >>> > > >>Otherwise, please go ahead. I will join as
soon as I can.
>> >> >>> > > >>
>> >> >>> > > >>Thanks.
>> >> >>> > > >>
>> >> >>> > > >>@Chris: my github ID is mondher-bouazizi
>> >> >>> > > >>
>> >> >>> > > >>Best regards,
>> >> >>> > > >>
>> >> >>> > > >>Mondher
>> >> >>> > > >>
>> >> >>> > > >>On Mon, Apr 25, 2016 at 1:44 AM, Anastasija
Mensikova <
>> >> >>> > > >>mensikova.anastasija@gmail.com> wrote:
>> >> >>> > > >>
>> >> >>> > > >>> Hi Anthony,
>> >> >>> > > >>>
>> >> >>> > > >>> I can make it by Madhawa's proposal
too, after 6pm IST on
>> >> Tuesday
>> >> >>> > > (after
>> >> >>> > > >>> 8:30am EST). Let me know when exactly!
>> >> >>> > > >>>
>> >> >>> > > >>> Thank you,
>> >> >>> > > >>> Anastasija
>> >> >>> > > >>>
>> >> >>> > > >>> On 24 April 2016 at 03:02, Anthony Beylerian
<
>> >> >>> > > anthony.beylerian@gmail.com>
>> >> >>> > > >>> wrote:
>> >> >>> > > >>>
>> >> >>> > > >>>> Hi Anastasija,
>> >> >>> > > >>>>
>> >> >>> > > >>>> I'm not available by those times
(00-07 JST).  I could make
>> >> it by
>> >> >>> > > >>>> Madhawa's proposal, but otherwise
please go ahead, we may
>> >> discuss
>> >> >>> > some
>> >> >>> > > >>>> other time.
>> >> >>> > > >>>>
>> >> >>> > > >>>> @Chris: github ID : beylerian
>> >> >>> > > >>>>
>> >> >>> > > >>>> Best,
>> >> >>> > > >>>>
>> >> >>> > > >>>> Anthony
>> >> >>> > > >>>>
>> >> >>> > > >>>>
>> >> >>> > > >>>> Please find my github profile
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >>https://github.com/madhawa-gunasekara <
>> >> >>> > > https://github.com/madhawa-gunasekara>
>> >> >>> > > >>>>
>> >> >>> > > >>>> Madhawa
>> >> >>> > > >>>>
>> >> >>> > > >>>> On Sun, Apr 24, 2016 at 12:13 AM,
Madhawa Kasun Gunasekara
>> <
>> >> >>> > > >>>> madhawa30@gmail.com> wrote:
>> >> >>> > > >>>>
>> >> >>> > > >>>> > Hi Chris,
>> >> >>> > > >>>> >
>> >> >>> > > >>>> > I'm available on Tuesday &
Wednesday after 6.00 pm IST.
>> >> >>> > > >>>> >
>> >> >>> > > >>>> > Thanks,
>> >> >>> > > >>>> > Madhawa
>> >> >>> > > >>>> >
>> >> >>> > > >>>> > Madhawa
>> >> >>> > > >>>> >
>> >> >>> > > >>>> > On Sat, Apr 23, 2016 at 11:38
PM, Anastasija Mensikova <
>> >> >>> > > >>>> > mensikova.anastasija@gmail.com>
wrote:
>> >> >>> > > >>>> >
>> >> >>> > > >>>> >> Hi Chris,
>> >> >>> > > >>>> >>
>> >> >>> > > >>>> >> Thank you very much for
your email. I'm so excited to
>> work
>> >> with
>> >> >>> > > you!
>> >> >>> > > >>>> >>
>> >> >>> > > >>>> >> My Github name is amensiko.
>> >> >>> > > >>>> >>
>> >> >>> > > >>>> >> And yes, next week sounds
good! I'm available on:
>> Tuesday
>> >> at
>> >> >>> > 4:20pm
>> >> >>> > > >>>> EST,
>> >> >>> > > >>>> >> Thursday 11am - 2:30pm
and 4:20 - 6pm EST, Friday 11am -
>> >> 3pm
>> >> >>> EST.
>> >> >>> > > >>>> >>
>> >> >>> > > >>>> >> Thank you,
>> >> >>> > > >>>> >> Anastasija
>> >> >>> > > >>>> >>
>> >> >>> > > >>>> >> On 23 April 2016 at 10:21,
Mattmann, Chris A (3980) <
>> >> >>> > > >>>> >> chris.a.mattmann@jpl.nasa.gov>
wrote:
>> >> >>> > > >>>> >>
>> >> >>> > > >>>> >>> Hi Anastasija,
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>> Hope you are well.
It’s now time to get started on the
>> >> >>> project.
>> >> >>> > > >>>> >>> Monder, Anthony, Madhawa
and I have been discussing
>> ideas
>> >> >>> about
>> >> >>> > > >>>> >>> how to proceed with
the project and even developing a
>> task
>> >> >>> list.
>> >> >>> > > >>>> >>> Let’s get your tasks
input into that list, and also
>> >> >>> coordinate.
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>> I also have an action
to share some Spanish/English
>> data
>> >> to
>> >> >>> try
>> >> >>> > > >>>> >>> and do cross lingual
sentiment analysis.
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>> Are you available to
chat this week?
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>> Cheers,
>> >> >>> > > >>>> >>> Chris
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > > >>>> >>> Chris Mattmann, Ph.D.
>> >> >>> > > >>>> >>> Chief Architect
>> >> >>> > > >>>> >>> Instrument Software
and Science Data Systems Section
>> (398)
>> >> >>> > > >>>> >>> NASA Jet Propulsion
Laboratory Pasadena, CA 91109 USA
>> >> >>> > > >>>> >>> Office: 168-519, Mailstop:
168-527
>> >> >>> > > >>>> >>> Email: chris.a.mattmann@nasa.gov
>> >> >>> > > >>>> >>> WWW:
>> >> >>> > > >
>> >> >>> > > >
>> >> >>> > > >>http://sunset.usc.edu/~mattmann/ <
>> >> http://sunset.usc.edu/~mattmann/>
>> >> >>> > > >>>> >>>
>> >> >>> > ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > > >>>> >>> Director, Information
Retrieval and Data Science Group
>> >> (IRDS)
>> >> >>> > > >>>> >>> Adjunct Associate Professor,
Computer Science
>> Department
>> >> >>> > > >>>> >>> University of Southern
California, Los Angeles, CA
>> 90089
>> >> USA
>> >> >>> > > >>>> >>> WWW: http://irds.usc.edu/
>> >> >>> > > >>>> >>>
>> >> >>> > ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>> On 4/23/16, 4:49 AM,
"Anthony Beylerian" <
>> >> >>> > > anthony.beylerian@gmail.com
>> >> >>> > > >>>> >
>> >> >>> > > >>>> >>> wrote:
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>> >Hello,
>> >> >>> > > >>>> >>> >
>> >> >>> > > >>>> >>> >Congratulations
for being accepted for this year's
>> GSoC.
>> >> >>> > > >>>> >>> >Although Mondher
and myself will not participate this
>> >> year as
>> >> >>> > > >>>> students,
>> >> >>> > > >>>> >>> we
>> >> >>> > > >>>> >>> >will do our best
to help.
>> >> >>> > > >>>> >>> >We are currently
busy with academic research, but will
>> >> join
>> >> >>> the
>> >> >>> > > >>>> efforts
>> >> >>> > > >>>> >>> >when possible.
>> >> >>> > > >>>> >>> >Otherwise, for
any discussion concerning the proposed
>> >> >>> > approaches,
>> >> >>> > > >>>> please
>> >> >>> > > >>>> >>> >let us know.
>> >> >>> > > >>>> >>> >
>> >> >>> > > >>>> >>> >Best,
>> >> >>> > > >>>> >>> >
>> >> >>> > > >>>> >>> >On Sat, Apr 23,
2016 at 6:02 PM, Madhawa Kasun
>> >> Gunasekara <
>> >> >>> > > >>>> >>> >madhawa30@gmail.com>
wrote:
>> >> >>> > > >>>> >>> >
>> >> >>> > > >>>> >>> >> Sure we will
start working on this.
>> >> >>> > > >>>> >>> >>
>> >> >>> > > >>>> >>> >> Thanks,
>> >> >>> > > >>>> >>> >> Madhawa
>> >> >>> > > >>>> >>> >>
>> >> >>> > > >>>> >>> >> Madhawa
>> >> >>> > > >>>> >>> >>
>> >> >>> > > >>>> >>> >> On Sat, Apr
23, 2016 at 1:38 AM, Chris Mattmann <
>> >> >>> > > >>>> mattmann@apache.org>
>> >> >>> > > >>>> >>> >> wrote:
>> >> >>> > > >>>> >>> >>
>> >> >>> > > >>>> >>> >>> Congrats!
>> >> >>> > > >>>> >>> >>>
>> >> >>> > > >>>> >>> >>> time to
get started team.
>> >> >>> > > >>>> >>> >>>
>> >> >>> > > >>>> >>>
>> >> >>> > > >>>> >>
>> >> >>> > > >>>> >>
>> >> >>> > > >>>> >
>> >> >>> > > >>>>
>> >> >>> > > >>>
>> >> >>> > > >>>
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>
>> >> >>> > > >>
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>> >> >>> > > >
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>> >> >>> > > >
>> >> >>> > > >
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>> >> >>> > >
>> >> >>> >
>> >> >>>
>> >>
>>
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