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DWPM
7/17/13
1
543707.1
MEMBERSHIP AGREEMENT
This Membership Agreement (the “Agreement”) is made
between 180 Fitness, Inc. (the
“Club”), a Massachusetts Corporation, and the undersigned
member (the “Member”). This
Agreement is made because Member wishes to receive and the
Club wishes to provide personal
training services in the form of Training Sessions, defined
herein, and health club services at the
Club’s facility, which facility is located at [ADDRESS] (the
“Facility” or “Facilities”).
In this Agreement, the terms “you” and “your” refer to the
Member. A “Training Session” is a
time period in which a personal trainer provides instruction to a
Member based on a tailored
exercise program, which is designed for that Member and takes
into account that Member’s
fitness objectives, level, and experience. A Training Session
may include exercise counseling,
instruction in the proper use of equipment and technique, and
dietary suggestions.
I. BASIC MEMBERSHIP INFORMATION
1. Contact Information
2. Membership, Term, and Payment.
a. Membership. Your Membership entitles you to use the
Facility until your
Membership Expiration Date, below, and is created when you
execute this Agreement, including
fulfilling all Membership Qualifications according to Article II,
below, and pay your Fee,
defined below.
b. Fee. Your Fee includes your initial fee (“Initial Fee”), and a
fee based on the length
of your membership (“Membership Fee”). Your Initial Fee is
due upon execution of this
Agreement. Your Membership Fee may be paid in one (1) lump
sum, or in equal monthly
installments.
$ ___________ + $ ____________ = $
________________
Initial fee Membership Fee TOTAL DUE
(Fee)
You opt to pay the Membership Fee in one lump sum
(___) equal monthly installments.
Name:
___________________________________
Phone:
______________________________
Address:
_________________________________
Email:
_______________________________
_________________________________________
Date
of
Birth:
_________________________
EMERGENCY
CONTACT:
_________________________________/___________________
______/______________________________
Name
Relationship
Phone
Number(s)
DWPM
7/17/13
2
543707.1
circle one
If you decide to pay in equal monthly installments, your
payment is due on the first day of the
month.
Membership Start Date: ___/___/___ Membership Expiration
Date: ___/___/___
[c. Billing Authorization – automatic withdrawals?]
[d. Membership Freeze. You may put your Membership on hold
for any reason for one
or more whole months, for a minimum of one (1) month up to a
maximum of twelve (12) months
(a “Freeze”). A Freeze is effective only upon advance written
notice to the Club, sent to the
address as set forth in this Agreement, which notification shall
include the period of time to
which you request the Freeze apply. In no instance shall a
Freeze apply retroactively. During a
Freeze, you may not use the Facility or engage in a Training
Session. If you pay your
Membership Fee in equal monthly installments, you will not be
billed during your Freeze;
payments shall resume upon the expiration of your Freeze.
Your Membership Expiration Date
will be extended by the amount of time of your Freeze.]
3. Closings. From time to time, the Facility may partially or
fully close and be unavailable
for use for reasons including, but not limited to, renovation,
repair, special events, or holidays.
The Club will make every effort to minimize disruption to
members during these periods. Hours
of operation will be displayed in the Facility and may be
modified from time to time.
II. MEMBERSHIP QUALIFICATIONS
1. All of the Required Forms must be completed and submitted
to the Club prior to the use
of any Facility or commencement of a Training Session. The
Required Forms include (i) this
Agreement; (ii) the Member/Trainer Agreement (if applicable);
(iii) the [Health History Form];
and (iv) the Informed Consent and Acknowledgment of Risk.
Required Forms are subject to
change.
2. You attest that you are at least eighteen (18) years of age.
Initial ____
III. MEMBER RESPONSIBILITIES
1. Safe use of Facility and equipment. You agree to abide by all
policies, guidelines, rules,
and regulations (together, the “Club Rules”) for safe use of the
Facility and equipment,
including following any verbal or written instructions provided
by your personal trainer, and not
endangering any other member. The Club Rules are subject to
change.
You agree to seek instruction from your personal trainer or
other Club personnel in the
use of all equipment, including, but not limited to, fitness
machines, free-weights, and cardio-
aerobic equipment, prior to use.
DWPM
7/17/13
3
543707.1
You acknowledge and agree that (i) there are risks associated
with any strenuous
athletic or physical activity, the use of exercise equipment, and
participation in an exercise
program; (ii) use of the Facility and exercise equipment is
undertaken by you voluntarily;
and (iii) such use may include the risk of serious bodily injury
or death. Initial ____
2. Physician Consent. You agree that, prior to undertaking any
physical activity at the Club,
including but not limited to Training Sessions, you will advise
your physician of the details of
the activities in which you plan to participate and will obtain
your physician’s consent to or
approval of those plans.
3. Representation of level of health and fitness. You represent
to the Club that you are in
good health and have no disability, impairment, injury, disease,
or ailment that prevents you
from engaging in active or passive exercise or which would
cause an increased risk of injury or
adverse health consequences as a result of such exercise.
4. The Club will not provide medical treatment. You
understand and acknowledge that
neither the Club nor the personal trainers nor other Club
personnel have expertise in diagnosing,
examining, or treating any medical condition. In the event you
experience any illness, injury,
discomfort, impairment, or other health problem (together
referred to as a “Health Problem”)
prior to or during a Training Session or your use of the Facility,
you agree to (i) immediately
inform your personal trainer or Club personnel of such Health
Problem, and (ii) consult
your physician and reconfirm your physician’s consent to or
approval of your continued
participation in activities at or with the Club.
Notwithstanding the foregoing in this Section 4, the Club shall
have at the Facility at least
one (1) AED, as defined in Massachusetts General Laws,
chapter 112, section 12V 1/2, and shall
have in attendance during staffed business hours at least one (1)
employee or authorized
volunteer as an AED provider, as defined in Massachusetts
General Laws, chapter 112, section
12V 1/2.
5. You agree that while you are using the Facility or
participating in a Training Session to
refrain from the use and that you will not be under the influence
of any (i) medication that may
impair your physical or mental capabilities, (ii) alcohol, or (iii)
drugs. You acknowledge and
agree that such use or influence may increase the risk of serious
bodily injury or death to
yourself or others.
6. The Club urges you to not bring any valuables in the Facility.
You agree that the Club
will not be liable for the loss or theft of, or damage to, your
personal property.
IV. RIGHTS TO CANCELLATION
DWPM
7/17/13
4
543707.1
1. MEMBER'S RIGHT TO CANCELLATION. YOU MAY
CANCEL THIS
AGREEMENT WITHOUT ANY PENALTY OR FURTHER
OBLIGATION BY CAUSING A
WRITTEN NOTICE OF YOUR CANCELLATION TO BE
DELIVERED IN PERSON OR
POSTMARKED BY CERTIFIED OR REGISTERED UNITED
STATES MAIL WITHIN
THREE (3) BUSINESS DAYS OF THE DATE OF THIS
AGREEMENT OR THE DATE OF
YOUR RECEIPT TO THE ADDRESS SPECIFIED IN THIS
AGREEMENT.
Your notice of cancellation shall be accompanied by the
Required Forms, including this
Agreement, your membership card, and any other documents or
evidence of membership
previously delivered to you.
In the event of your cancellation of this Agreement in the
manner specified by this
Section 1, the Club shall refund all money paid by you to the
Club, pursuant to this Agreement,
within fifteen (15) business days of receipt of your notice of
cancellation.
2. ADDITIONAL RIGHTS TO CANCELLATION
You or your estate may also cancel this Agreement for any of
the following reasons:
(i) if upon a doctor's order, you cannot physically or medically
receive the
services because of significant physical or medical disability for
a period in excess of three
months;
(ii) in case of your death;
(iii) if the health club services to be provided under this
Agreement are not
available because the Club fails to open a planned health club or
location, permanently
discontinues operation of a health club or location, or
substantially changes the operation of a
health club or location; or
(iv) if you move either your residence or your place of
employment more than
twenty-five (25) miles from any health club operated by the
Club or a substantially similar health
club which will accept the obligation of the Club under this
Agreement.
In the event of the cancellation of this Agreement in the
manner specified by this Section
2, the Club shall refund all money paid by you to the Club,
pursuant to this Agreement, within
fifteen (15) business days of receipt of your notice of
cancellation, except that the Club may
retain the portion of the Membership Fee representing the
amount of time that the health club
services or Facilities were used by you prior to cancellation;
and provided, further, that the Club
may demand the reasonable cost of goods and services which
you have consumed or wish to
retain after cancellation of this Agreement. In no instance shall
the Club demand more than the
Fee from you. If the Club has executed any credit or loan
agreement to pay for all or part of the
Fee for health club services, any such negotiable instrument
executed by you shall also be
returned and terminated within fifteen days. You shall no
longer be liable for any obligation
under such credit or loan agreement.
DWPM
7/17/13
5
543707.1
3. The Club reserves the right to cancel this Agreement and
terminate your Membership or
other privileges granted by this Agreement in the event of a
Member Default. A Member
Default includes (i) your failure to comply with any of the Club
Rules; (ii) intentional or
negligent misrepresentation of information contained in this
Agreement, or; (iii) failure to make
timely payment of your obligations under this Agreement. A
terminated Member shall remain
fully liable to the Club for all Fees and any other expenses
payable to the Club.
V. MISCELLANEOUS
1. Confidentiality. Information you provide to the Club
pursuant to this Agreement,
including but not limited to that information provided in the
Required Forms (the “Confidential
Information”), will be treated by the Club and its personnel as
confidential, and will not be
released or revealed to any person outside of the Club without
your express written consent or as
required by law. The Club shall employ reasonable and
appropriate safeguards to protect your
Confidential Information. Notwithstanding the foregoing in this
Section 1, you agree that the
Club may use or allow such use by another of your Confidential
Information in any manner so
long as the Confidential Information is not personally
identifiable to you.
2. Assignment. You may not assign, resell, or transfer to any
other person or entity the
rights allowed or obligations required by this Agreement.
3. Waiver. It is understood and agreed that no failure or delay
of either party to this
Agreement, in exercising any right, power, or privilege
provided under this Agreement, shall
operate as a waiver, nor shall any single or partial exercise
preclude any other or further exercise
or the exercise of any right, power, or privilege provided under
this Agreement.
4. Governing Law. This Agreement shall be governed by the
laws of the Commonwealth of
Massachusetts.
5. Enforcement. If any provision of this Agreement is held to
be invalid or unenforceable
by a court of competent jurisdiction, such holding shall not
affect the validity or enforceability of
any other provision, which shall remain in full force and effect,
and the provision held invalid or
unenforceable shall be deemed modified so as to give the
provision the maximum effect
permitted by applicable law.
6. Attorneys’ Fees. In the event either party institutes legal
proceedings against the other
for breach of or interpretation of this Agreement, the party
against whom a judgment is entered
will pay all reasonable costs and expenses relative thereto,
including reasonable attorneys’ fees
of the prevailing party at pre-trial, trial and all appellate levels.
DWPM
7/17/13
6
543707.1
_______________________________
_________________________________
Print Name Signature
_________________________________
Date
In response to the COVID-19 pandemic, the White House and a
coalition of leading research groups have prepared the COVID-
19 Open Research Dataset (CORD-19). CORD-19 is a resource
of over 44,000 scholarly articles, including over 29,000 with
full text, about COVID-19, SARS-CoV-2, and related corona
viruses. This freely available dataset is provided to the global
research community to apply recent advances in natural
language processing and other AI techniques to generate new
insights in support of the ongoing fight against this infectious
disease. There is a growing urgency for these approaches
because of the rapid acceleration in new coronavirus literature,
making it difficult for the medical research community to keep
up.
Call to Action
We are issuing a call to action to the world's artificial
intelligence experts to develop text and data mining tools that
can help the medical community develop answers to high
priority scientific questions. The CORD-19 dataset represents
the most extensive machine-readable coronavirus literature
collection available for data mining to date. This allows the
worldwide AI research community the opportunity to apply text
and data mining approaches to find answers to questions within,
and connect insights across, this content in support of the
ongoing COVID-19 response efforts worldwide. There is a
growing urgency for these approaches because of the rapid
increase in coronavirus literature, making it difficult for the
medical community to keep up.
A list of our initial key questions can be found under the Tasks
section of this dataset. These key scientific questions are drawn
from the NASEM’s SCIED (National Academies of Sciences,
Engineering, and Medicine’s Standing Committee on Emerging
Infectious Diseases and 21st Century Health Threats) research
topics and the World Health Organization’s R&D Blueprint for
COVID-19.
Many of these questions are suitable for text mining, and we
encourage researchers to develop text mining tools to provide
insights on these questions.
In this project, you will follow your own interests to create a
portfolio worthy single-frame viz or multi-frame data story that
will be shared in your presentation. You will use all the skills
taught in this course to complete this project step-by-step, with
guidance from your instructors along the way. You will first
create a project proposal to identify your goals for the project,
including the question you wish to answer or explore with data.
You will then find data that will provide the information you
are seeking. You will then import that data into Tableau and
prepare it for analysis. Next you will create a dashboard that
will allow you to explore the data in depth and identify
meaningful insights. You will then give structure to your data
story by writing the story arc in narrative form. Finally, you
will consult your design checklist to craft the final viz or data
story in Tableau. This is your opportunity to show the world
what you’re capable of - so think big, and have confidence in
your skills!
Kaggle Website:
https://www.kaggle.com/allen-institute-for-ai/CORD-19-
research-challenge
Assignment Length (word count): 10-15 pages.
References: At least 10 peer-reviewed, scholarly journal
references.
Resourses
https://www.who.int/blueprint/priority-diseases/key-
action/Global_Research_Forum_FINAL_VERSION_for_web_14
_feb_2020.pdf?ua=1
https://www.nationalacademies.org/event/03-11-2020/standing-
committee-on-emerging-infectious-diseases-and-21st-century-
health-threats-virtual-meeting-1
https://www.kaggle.com/allen-institute-for-ai/CORD-19-
research-challenge/tasks

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DWPM    71713  1  543707.1  MEMBERSHIP A.docx

  • 1. DWPM 7/17/13 1 543707.1 MEMBERSHIP AGREEMENT This Membership Agreement (the “Agreement”) is made between 180 Fitness, Inc. (the “Club”), a Massachusetts Corporation, and the undersigned member (the “Member”). This Agreement is made because Member wishes to receive and the Club wishes to provide personal training services in the form of Training Sessions, defined herein, and health club services at the Club’s facility, which facility is located at [ADDRESS] (the “Facility” or “Facilities”). In this Agreement, the terms “you” and “your” refer to the Member. A “Training Session” is a time period in which a personal trainer provides instruction to a Member based on a tailored exercise program, which is designed for that Member and takes into account that Member’s fitness objectives, level, and experience. A Training Session may include exercise counseling, instruction in the proper use of equipment and technique, and
  • 2. dietary suggestions. I. BASIC MEMBERSHIP INFORMATION 1. Contact Information 2. Membership, Term, and Payment. a. Membership. Your Membership entitles you to use the Facility until your Membership Expiration Date, below, and is created when you execute this Agreement, including fulfilling all Membership Qualifications according to Article II, below, and pay your Fee, defined below. b. Fee. Your Fee includes your initial fee (“Initial Fee”), and a fee based on the length of your membership (“Membership Fee”). Your Initial Fee is due upon execution of this Agreement. Your Membership Fee may be paid in one (1) lump sum, or in equal monthly installments. $ ___________ + $ ____________ = $ ________________ Initial fee Membership Fee TOTAL DUE (Fee) You opt to pay the Membership Fee in one lump sum
  • 3. (___) equal monthly installments. Name: ___________________________________ Phone: ______________________________ Address: _________________________________ Email: _______________________________ _________________________________________ Date of Birth: _________________________ EMERGENCY CONTACT: _________________________________/___________________ ______/______________________________
  • 5. Phone Number(s) DWPM 7/17/13 2 543707.1 circle one If you decide to pay in equal monthly installments, your payment is due on the first day of the month. Membership Start Date: ___/___/___ Membership Expiration Date: ___/___/___
  • 6. [c. Billing Authorization – automatic withdrawals?] [d. Membership Freeze. You may put your Membership on hold for any reason for one or more whole months, for a minimum of one (1) month up to a maximum of twelve (12) months (a “Freeze”). A Freeze is effective only upon advance written notice to the Club, sent to the address as set forth in this Agreement, which notification shall include the period of time to which you request the Freeze apply. In no instance shall a Freeze apply retroactively. During a Freeze, you may not use the Facility or engage in a Training Session. If you pay your Membership Fee in equal monthly installments, you will not be billed during your Freeze; payments shall resume upon the expiration of your Freeze. Your Membership Expiration Date will be extended by the amount of time of your Freeze.] 3. Closings. From time to time, the Facility may partially or fully close and be unavailable for use for reasons including, but not limited to, renovation, repair, special events, or holidays. The Club will make every effort to minimize disruption to members during these periods. Hours of operation will be displayed in the Facility and may be modified from time to time. II. MEMBERSHIP QUALIFICATIONS 1. All of the Required Forms must be completed and submitted to the Club prior to the use of any Facility or commencement of a Training Session. The Required Forms include (i) this Agreement; (ii) the Member/Trainer Agreement (if applicable);
  • 7. (iii) the [Health History Form]; and (iv) the Informed Consent and Acknowledgment of Risk. Required Forms are subject to change. 2. You attest that you are at least eighteen (18) years of age. Initial ____ III. MEMBER RESPONSIBILITIES 1. Safe use of Facility and equipment. You agree to abide by all policies, guidelines, rules, and regulations (together, the “Club Rules”) for safe use of the Facility and equipment, including following any verbal or written instructions provided by your personal trainer, and not endangering any other member. The Club Rules are subject to change. You agree to seek instruction from your personal trainer or other Club personnel in the use of all equipment, including, but not limited to, fitness machines, free-weights, and cardio- aerobic equipment, prior to use. DWPM 7/17/13 3
  • 8. 543707.1 You acknowledge and agree that (i) there are risks associated with any strenuous athletic or physical activity, the use of exercise equipment, and participation in an exercise program; (ii) use of the Facility and exercise equipment is undertaken by you voluntarily; and (iii) such use may include the risk of serious bodily injury or death. Initial ____ 2. Physician Consent. You agree that, prior to undertaking any physical activity at the Club, including but not limited to Training Sessions, you will advise your physician of the details of the activities in which you plan to participate and will obtain your physician’s consent to or approval of those plans. 3. Representation of level of health and fitness. You represent to the Club that you are in good health and have no disability, impairment, injury, disease, or ailment that prevents you from engaging in active or passive exercise or which would cause an increased risk of injury or adverse health consequences as a result of such exercise. 4. The Club will not provide medical treatment. You understand and acknowledge that neither the Club nor the personal trainers nor other Club
  • 9. personnel have expertise in diagnosing, examining, or treating any medical condition. In the event you experience any illness, injury, discomfort, impairment, or other health problem (together referred to as a “Health Problem”) prior to or during a Training Session or your use of the Facility, you agree to (i) immediately inform your personal trainer or Club personnel of such Health Problem, and (ii) consult your physician and reconfirm your physician’s consent to or approval of your continued participation in activities at or with the Club. Notwithstanding the foregoing in this Section 4, the Club shall have at the Facility at least one (1) AED, as defined in Massachusetts General Laws, chapter 112, section 12V 1/2, and shall have in attendance during staffed business hours at least one (1) employee or authorized volunteer as an AED provider, as defined in Massachusetts General Laws, chapter 112, section 12V 1/2. 5. You agree that while you are using the Facility or participating in a Training Session to refrain from the use and that you will not be under the influence of any (i) medication that may impair your physical or mental capabilities, (ii) alcohol, or (iii) drugs. You acknowledge and agree that such use or influence may increase the risk of serious bodily injury or death to yourself or others.
  • 10. 6. The Club urges you to not bring any valuables in the Facility. You agree that the Club will not be liable for the loss or theft of, or damage to, your personal property. IV. RIGHTS TO CANCELLATION DWPM 7/17/13 4 543707.1 1. MEMBER'S RIGHT TO CANCELLATION. YOU MAY CANCEL THIS AGREEMENT WITHOUT ANY PENALTY OR FURTHER OBLIGATION BY CAUSING A WRITTEN NOTICE OF YOUR CANCELLATION TO BE DELIVERED IN PERSON OR POSTMARKED BY CERTIFIED OR REGISTERED UNITED STATES MAIL WITHIN THREE (3) BUSINESS DAYS OF THE DATE OF THIS AGREEMENT OR THE DATE OF YOUR RECEIPT TO THE ADDRESS SPECIFIED IN THIS AGREEMENT. Your notice of cancellation shall be accompanied by the
  • 11. Required Forms, including this Agreement, your membership card, and any other documents or evidence of membership previously delivered to you. In the event of your cancellation of this Agreement in the manner specified by this Section 1, the Club shall refund all money paid by you to the Club, pursuant to this Agreement, within fifteen (15) business days of receipt of your notice of cancellation. 2. ADDITIONAL RIGHTS TO CANCELLATION You or your estate may also cancel this Agreement for any of the following reasons: (i) if upon a doctor's order, you cannot physically or medically receive the services because of significant physical or medical disability for a period in excess of three months; (ii) in case of your death; (iii) if the health club services to be provided under this Agreement are not available because the Club fails to open a planned health club or location, permanently discontinues operation of a health club or location, or substantially changes the operation of a health club or location; or (iv) if you move either your residence or your place of employment more than twenty-five (25) miles from any health club operated by the
  • 12. Club or a substantially similar health club which will accept the obligation of the Club under this Agreement. In the event of the cancellation of this Agreement in the manner specified by this Section 2, the Club shall refund all money paid by you to the Club, pursuant to this Agreement, within fifteen (15) business days of receipt of your notice of cancellation, except that the Club may retain the portion of the Membership Fee representing the amount of time that the health club services or Facilities were used by you prior to cancellation; and provided, further, that the Club may demand the reasonable cost of goods and services which you have consumed or wish to retain after cancellation of this Agreement. In no instance shall the Club demand more than the Fee from you. If the Club has executed any credit or loan agreement to pay for all or part of the Fee for health club services, any such negotiable instrument executed by you shall also be returned and terminated within fifteen days. You shall no longer be liable for any obligation under such credit or loan agreement. DWPM 7/17/13 5 543707.1
  • 13. 3. The Club reserves the right to cancel this Agreement and terminate your Membership or other privileges granted by this Agreement in the event of a Member Default. A Member Default includes (i) your failure to comply with any of the Club Rules; (ii) intentional or negligent misrepresentation of information contained in this Agreement, or; (iii) failure to make timely payment of your obligations under this Agreement. A terminated Member shall remain fully liable to the Club for all Fees and any other expenses payable to the Club. V. MISCELLANEOUS 1. Confidentiality. Information you provide to the Club pursuant to this Agreement, including but not limited to that information provided in the Required Forms (the “Confidential Information”), will be treated by the Club and its personnel as confidential, and will not be released or revealed to any person outside of the Club without your express written consent or as required by law. The Club shall employ reasonable and appropriate safeguards to protect your Confidential Information. Notwithstanding the foregoing in this Section 1, you agree that the Club may use or allow such use by another of your Confidential Information in any manner so long as the Confidential Information is not personally identifiable to you. 2. Assignment. You may not assign, resell, or transfer to any
  • 14. other person or entity the rights allowed or obligations required by this Agreement. 3. Waiver. It is understood and agreed that no failure or delay of either party to this Agreement, in exercising any right, power, or privilege provided under this Agreement, shall operate as a waiver, nor shall any single or partial exercise preclude any other or further exercise or the exercise of any right, power, or privilege provided under this Agreement. 4. Governing Law. This Agreement shall be governed by the laws of the Commonwealth of Massachusetts. 5. Enforcement. If any provision of this Agreement is held to be invalid or unenforceable by a court of competent jurisdiction, such holding shall not affect the validity or enforceability of any other provision, which shall remain in full force and effect, and the provision held invalid or unenforceable shall be deemed modified so as to give the provision the maximum effect permitted by applicable law. 6. Attorneys’ Fees. In the event either party institutes legal proceedings against the other for breach of or interpretation of this Agreement, the party
  • 15. against whom a judgment is entered will pay all reasonable costs and expenses relative thereto, including reasonable attorneys’ fees of the prevailing party at pre-trial, trial and all appellate levels. DWPM 7/17/13 6 543707.1 _______________________________ _________________________________ Print Name Signature _________________________________ Date In response to the COVID-19 pandemic, the White House and a coalition of leading research groups have prepared the COVID- 19 Open Research Dataset (CORD-19). CORD-19 is a resource of over 44,000 scholarly articles, including over 29,000 with
  • 16. full text, about COVID-19, SARS-CoV-2, and related corona viruses. This freely available dataset is provided to the global research community to apply recent advances in natural language processing and other AI techniques to generate new insights in support of the ongoing fight against this infectious disease. There is a growing urgency for these approaches because of the rapid acceleration in new coronavirus literature, making it difficult for the medical research community to keep up. Call to Action We are issuing a call to action to the world's artificial intelligence experts to develop text and data mining tools that can help the medical community develop answers to high priority scientific questions. The CORD-19 dataset represents the most extensive machine-readable coronavirus literature collection available for data mining to date. This allows the worldwide AI research community the opportunity to apply text and data mining approaches to find answers to questions within, and connect insights across, this content in support of the ongoing COVID-19 response efforts worldwide. There is a growing urgency for these approaches because of the rapid increase in coronavirus literature, making it difficult for the medical community to keep up. A list of our initial key questions can be found under the Tasks section of this dataset. These key scientific questions are drawn from the NASEM’s SCIED (National Academies of Sciences, Engineering, and Medicine’s Standing Committee on Emerging Infectious Diseases and 21st Century Health Threats) research topics and the World Health Organization’s R&D Blueprint for COVID-19. Many of these questions are suitable for text mining, and we encourage researchers to develop text mining tools to provide insights on these questions. In this project, you will follow your own interests to create a portfolio worthy single-frame viz or multi-frame data story that will be shared in your presentation. You will use all the skills
  • 17. taught in this course to complete this project step-by-step, with guidance from your instructors along the way. You will first create a project proposal to identify your goals for the project, including the question you wish to answer or explore with data. You will then find data that will provide the information you are seeking. You will then import that data into Tableau and prepare it for analysis. Next you will create a dashboard that will allow you to explore the data in depth and identify meaningful insights. You will then give structure to your data story by writing the story arc in narrative form. Finally, you will consult your design checklist to craft the final viz or data story in Tableau. This is your opportunity to show the world what you’re capable of - so think big, and have confidence in your skills! Kaggle Website: https://www.kaggle.com/allen-institute-for-ai/CORD-19- research-challenge Assignment Length (word count): 10-15 pages. References: At least 10 peer-reviewed, scholarly journal references. Resourses https://www.who.int/blueprint/priority-diseases/key- action/Global_Research_Forum_FINAL_VERSION_for_web_14 _feb_2020.pdf?ua=1 https://www.nationalacademies.org/event/03-11-2020/standing- committee-on-emerging-infectious-diseases-and-21st-century- health-threats-virtual-meeting-1 https://www.kaggle.com/allen-institute-for-ai/CORD-19- research-challenge/tasks