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Start at 11:23pm with 23 people in the room End at 7:00pm
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Project Two: Data Analysis - Rush Hour Staffing
Design Challenge and Report
ME250: Introduction to Engineering Design Fall 2018
Overview: This project concerns data collection, analysis, and
interpretation. It also involves coding and automation by using
a microcontroller and sensors. Data science or data analytics is
a topic in industrial engineering, and automation is a topic in
electrical, computer, and mechanical engineering. You are now
introduced to concepts you may study in greater depth later in
your engineering curriculum.
In addition, you may think of this project as a test of what you
have learned in the previous project: Are you able to
collaborate, organize, and implement a team effort? Can your
team communicate ideas clearly, follow instructions, and meet
deadlines?
The Challenge: The challenge for this project is to complete the
following three tasks:
1) Design a software algorithm in conjunction with hardware
arrangement to collect foot traffic data at a specific location on
campus over a period of time.
· Task #1 involves learning to code within the Arduino
(microcontroller) environment, setting up a pair of ultrasonic
sensors with a microcontroller, and preparing the hardware for
foot traffic data collection.
· Each student will receive a microcontroller kit, and will be
individually required to complete most coding exercises.
· The hardware and software setup for data acquisition, on the
other hand, is a team effort. 2) Process the collected data and
make recommendations for optimal staffing during rush hour.
· Task #2 is for you to learn how to handle and make sense of a
large amount of data. It involves visualizing the collected data
on a spreadsheet, identifying patterns and statistics, and
defining what ‘rush hour’ is.
· Task #2 requires you to do some research to determine the
current staffing levels.
· Task #2 ultimately ends with making recommendations
regarding staffing needs during rush
hour based on the current staffing levels and your analyzed
data.
3) Generate a Technical Memo #2 which documents your work
and findings for Project 2, similar to what you did for Project 1.
· Task #3 is the final and most important deliverable your team
must produce. You must document all aspects of this project,
including the project objectives, hardware and software setup,
data collection details, analysis of collected data, and
recommendations made.
· You are also required to include your team’s Arduino code in
the report as an appendix.
· The Technical Memo is limited to 10 pages. Do not count the
title page or appendices in the
page totals.
Deadlines: Your team's completed hardware setup and code
must be submitted by end-of-your-class on Wednesday, Sept 26,
2018. Failure to meet this deadline will result in zero score for
the entire Project 2 for your team. This means project
management is extremely crucial during the first week and a
half of this project. Use Gantt Chart to help you keep track of
progress and share it with two TAs.
Project Two: Data Analysis - Rush Hour Staffing
Design Challenge and Report
ME250: Introduction to Engineering Design Fall 2018
Materials Provided: A microcontroller kit, which include an
ultrasonic sensor, will be provided to each student.
Timeline:
· Mon, Sept 17: Project kick-off. Write a team contract, learn
coding basics, start group work.
· Wed, Sept 19: Coding exercise, take-home practice. Begin
hardware setup and testing. Team
contract due 6pm.
· Mon, Sept 24: Coding quiz (individual). Continue testing
hardware.
· Wed, Sept 26: Finalize code and hardware, both due at end of
your section’s class time. TAs will install your team’s hardware
at a designated location on campus.
· Thu, Sept 27: Data collection begins at 9am. Teams and TAs
will download collected data at the end of the day (5pm) on-
site.
· Fri, Sept 28: Continue data collection and end-of-day
download data.
· Mon, Oct 1: Fundamentals of data analytics. Continue data
collection and end-of-day download.
Begin analyzing data collected so far.
· Tue, Oct 2: Continue data collection, end-of-day download,
and analysis.
· Wed, Oct 3: More on data analytics. Final day of data
collection and download.
· Between Thu, Oct 4 and Mon, Oct 8: Analyze and interpret
collected data.
· Week of Oct 8: Work on tech memo which is due on Fri. Oct
12 at 6pm.
Team Deliverables: Microcontroller and code, technical memo
#2.
Grading Rubric: Your report will be graded according to a
rubric similar to what we use for Project 1. The rubric will be
posted to Blackboard as a separate document.
ME 250: Grading Rubric for Project 2 Technical Memo
Category Score (S) = 4
Exemplary
Score (S) = 3
Accomplished
Score (S) = 2
Developing
Score (S) = 0
Inadequate
Weight
(w)
Max
weighted
score
(wS)
Title page Title page contains all required information; uses
white space appropriately and is one page.
Includes team number, student names, title of
report, class, and due date. Includes a high
quality graphic or photo that is representative of
Project 2. Excellent quality.
Title page is nearly complete,
some minor errors. Good quality.
Title page is nearly
complete, has major
errors. Needs work.
Missing Title page. 1 4
Introduction Introduction is complete and well written;
summarized in the team’s own words. Provides
strong background and context for Project 2,
states all objectives of the report, and outlines the
contents of the report (introduces each upcoming
section). An outsider can read this section and
fully understand in detail what has been done and
what the report is about. Excellent quality.
Introduction is nearly complete,
missing some minor details. An
outsider reading the section has
only minor questions after reading
which does not impact their full
understanding of the project or the
report. Good quality.
Some introductory
information is given, but
still missing major points
or context. An outsider
reading the section has
several questions after
reading and will be
confused, section lacks
depth and details.
Inaccurate background
information or unreadable.
An outsider cannot
understand what is
happening in the section.
Needs much work.
Or, missing Introduction
section.
10 40
Problem
Definition
Includes a concise statement of the design
problem and includes a comprehensive list of
objectives and constraints. Captures all aspects of
the problem, including some not-so-obvious
details.
Has a clear statement and good list
of objectives and constraints. No
obvious items are missing.
Offers a statement and a
partial list of objectives
and constraints.
Missing a statement
and/or list of objectives
and/or constraints.
10 40
Software
Algorithm
Software algorithm section has introductory
paragraph with sufficient details to help reader
understand the algorithm used in the code. The
algorithm is presented as a flow chart graphic that
is color-coded and uses shapes from class to
represent different statements/conditions. The
algorithm must be carefully explained in the text.
Excellent quality.
Section is nearly complete, missing
some minor details. An outsider
reading the section has only minor
questions after reading which does
not impact their full understanding
of the project or the report. Good
quality.
Some information is given
and explained, but still
missing major points. An
outsider reading the
section has several
questions after reading
and will be confused-
section lacks depth and
details.
Inaccurate information or
unreadable. An outsider
cannot understand what is
happening in the section.
Needs much work.
Or, missing section.
10 40
Coding Coding and hardware for experimental testing is
provided and described. The code itself is
included in an appendix. The code has been tested
to function without flaws.
Adequate description of code and
hardware. Code is included in an
appendix. The code has been tested
with minor flaws.
Description of code and
hardware is missing some
details. Only partial code
is included in an
appendix. Code has been
tested with major flaw.
Missing description. No
code is included in
appendix. Code has not
been tested or did not
function at all.
15 60
Methods Well-written in paragraph format, all critical
experimental details are summarized which
document how data collection is performed. All
procedures for debugging are noted. The
procedure for data collection is briefly outlined
and it is clear what measurements were taken and
how and where. Experimental setup is accurately
described in text and possibly diagram(s).
Contains generally adequate
description of methods.
Written in paragraph
format, still missing some
important experimental
details; poor descriptions.
Inaccurate or unreadable
description.
Or, missing Methods
section.
5 20
ME 250: Grading Rubric for Project 2 Technical Memo
Category Score (S) = 4
Exemplary
Score (S) = 3
Accomplished
Score (S) = 2
Developing
Score (S) = 0
Inadequate
Weight
(w)
Max
weighted
score
(wS)
Data
Presentation
in Data
Analysis
Section
Professional looking and accurate presentation of
the data in tables, graphs, and/or figures. All
figures/graphs/tables are correctly drawn and
include labels and proper units (if needed). The
most appropriate/relevant data are displayed.
Excellent quality.
All figures/graphs/tables are
accurate, but some have minor
errors.
Most figures/graphs/tables
are OK; some are still
missing some important or
required features.
Presentation of data is
illegible. No or very few
graphs are shown.
5 20
Data Analysis Data analysis section has introductory paragraph
with sufficient details to help reader understand
the upcoming results and how data analysis was
performed. Data analysis is clearly performed
correctly from viewing included graphs, and all
graphs are explained and are of high quality. A
“Rush Hour” is well defined. Excellent quality.
Section is nearly complete, missing
some minor details. Good quality.
Some information is given
and explained, but still
missing major points.
Data analysis performed
with many or substantial
errors.
Data analysis is incorrect
or unintelligible.
10 40
Conclusion
/Recommend
ations
Well-written and good description of all the
important conclusions; the team shows good
understanding of the project and the results.
Includes: thorough review of main results, good
discussion of any limitations on the results,
lessons learned, and all suggestions for
improvement in future studies. No new
information is introduced.
The most important conclusions
have been drawn, only minor
points missing.
Conclusions regarding
major points are drawn,
but many are misstated,
indicating a lack of
understanding.
Inaccurate or
unintelligible description.
Presents “summary”
instead of conclusion
Or, missing Conclusions
section.
15 60
References Citations and references adhere to IEEE
standards. Citations appear in chronological order
in text as numbers [1] at the end of sentences and
all are properly cited in Reference section.
1-2 minor mistakes. Major mistakes present. Missing
References. 2 8
Appearance Appearance of the report is professional and the
appropriate level of effort was put into the
presentation of the report. Report is typed with
good margins and font and has excellent
organization. The formatting is consistent
throughout the report, including tables and
figures.
Figures must be large enough to read-maximum 3
per page (better is 2 per page). All figures have
figure numbers and captions (below the figure)
and all tables have table numbers and captions
(above the table). Excellent quality.
Appearance of the report is
professional, but some minor
presentation problems. Formatting
is generally good, but could still be
improved. Good quality.
Major presentation
problems or formatting is
inconsistent throughout
the report and needs work.
Inconsistent formatting.
Lacking figure or table
numbers.
Needs a lot of editing.
5 20
Appendix All appendices present and complete and labeled.
Includes code as one appendix. Excellent quality
and presentation of appendices.
Needs a lot of editing or
lacking information.
2 8
ME 250: Grading Rubric for Project 2 Technical Memo
Category Score (S) = 4
Exemplary
Score (S) = 3
Accomplished
Score (S) = 2
Developing
Score (S) = 0
Inadequate
Weight
(w)
Max
weighted
score
(wS)
Sentence
Mechanics
and Writing
Style
Sentences are well written: the text is free of
errors in grammar, punctuation, and spelling.
Consistent writing style throughout. Overall
impression is easy to read and understand.
Excellent quality.
Sentences are generally well
written; there are occasional
grammar/spelling/punctuation
errors. Overall impression is
usually easy to read and
understand. Good quality.
Sentences have multiple
errors. Requires effort to
comprehend meaning.
Somewhat incoherent
styles across document.
Sentences are poorly
written, incomplete, or
rambling; there are
frequent errors in
grammar/punctuation/
spelling that impair
communication. Hard to
read and understand.
5 20
Concise
Reporting
15 pages or less, excluding the title page and
appendices. Report contains no fluff.
Generally concise. Writing or
formatting may appear slightly
bloated to increase page count.
Appears to intentionally
increase page count by
manipulating formatting
and/or wordiness.
Either exceeds the 15-
page limit or contains
mostly fluff without much
substance.
5 20
SUM 100 400
Your raw grade on the Technical Memo #2 is: ��� �����
=
100
400
∑ �� ��� (max=100)
**Blackboard will show you a score out of 400 points.
**Late penalty: -10% off raw grade for reports turned in after
6pm. You need to communicate with your team so your report
gets
turned in (on time)!

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Sheet1Start at 1123pm with 23 people in the roomEnd at 700pm wit.docx

  • 1. Sheet1Start at 11:23pm with 23 people in the roomEnd at 7:00pm with 8 people in the room11:23:00 AM0255- 12211:24:00 AM1255-12211:25:00 AM2255-12211:26:00 AM3254-22111:27:00 AM4254-22111:28:00 AM5254- 211:29:00 AM6255-12211:30:00 AM7255-12211:31:00 AM8255-12211:32:00 AM9255-12211:33:00 AM10255- 12211:34:00 AM11255-12211:35:00 AM12255-12211:36:00 AM13255-12211:37:00 AM14002311:38:00 AM15255- 12211:39:00 AM16255-12211:40:00 AM17255-12211:41:00 AM18255-12211:42:00 AM19255-12211:43:00 AM20255- 12211:44:00 AM21002311:45:00 AM22002311:46:00 AM23002311:47:00 AM24002311:48:00 AM25002311:49:00 AM26002311:50:00 AM27002311:51:00 AM28255-12211:52:00 AM29255-12211:53:00 AM30254-22111:54:00 AM31255- 12211:55:00 AM32002311:56:00 AM33255-12211:57:00 AM34253-32011:58:00 AM35252-41911:59:00 AM36252- 41912:00:00 PM37251-51812:01:00 PM38251-51812:02:00 PM39253-32012:03:00 PM40253-32012:04:00 PM41252- 41912:05:00 PM42252-41912:06:00 PM43252-41912:07:00 PM44252-41912:08:00 PM45250-61712:09:00 PM46249- 71612:10:00 PM47248-81512:11:00 PM48249-71612:12:00 PM49249-71612:13:00 PM50249-71612:14:00 PM51251- 51812:15:00 PM52249-71612:16:00 PM53249-71612:17:00 PM54249-71612:18:00 PM55249-71612:19:00 PM56250- 61712:20:00 PM57251-51812:21:00 PM58250-61712:22:00 PM59250-61712:23:00 PM60250-61712:24:00 PM61250- 61712:25:00 PM62249-71612:26:00 PM63248-81512:27:00 PM64248-81512:28:00 PM65248-81512:29:00 PM66246- 101312:30:00 PM67243-131012:31:00 PM68244-121112:32:00 PM69244-121112:33:00 PM70244-121112:34:00 PM71246- 101312:35:00 PM72246-101312:36:00 PM73245-111212:37:00 PM74246-101312:38:00 PM75246-101312:39:00 PM76245- 111212:40:00 PM77244-121112:41:00 PM78243-131012:42:00 PM79242-14912:43:00 PM80243-131012:44:00 PM81242-
  • 2. 14912:45:00 PM82242-14912:46:00 PM83241-15812:47:00 PM84240-16712:48:00 PM85237-19412:49:00 PM86237- 19412:50:00 PM87236-20312:51:00 PM88235-21212:52:00 PM89235-21212:53:00 PM90236-20312:54:00 PM91236- 20312:55:00 PM92235-21212:56:00 PM93234-22112:57:00 PM94234-22112:58:00 PM95234-22112:59:00 PM96235- 2121:00:00 PM97235-2121:01:00 PM98233-2301:02:00 PM99232-24-11:03:00 PM100232-24-11:04:00 PM101231-25- 21:05:00 PM102230-26-31:06:00 PM103230-26-31:07:00 PM104231-25-21:08:00 PM105231-25-21:09:00 PM106233- 2301:10:00 PM107234-2211:11:00 PM108235-2121:12:00 PM109235-2121:13:00 PM110235-2121:14:00 PM111235- 2121:15:00 PM112235-2121:16:00 PM113235-2121:17:00 PM114235-2121:18:00 PM115235-2121:19:00 PM116235- 2121:20:00 PM117235-2121:21:00 PM118236-2031:22:00 PM119235-2121:23:00 PM120235-2121:24:00 PM121235- 2121:25:00 PM122235-2121:26:00 PM123235-2121:27:00 PM124235-2121:28:00 PM125234-2211:29:00 PM126233- 2301:30:00 PM127233-2301:31:00 PM128232-24-11:32:00 PM129232-24-11:33:00 PM130231-25-21:34:00 PM131231-25- 21:35:00 PM132230-26-31:36:00 PM133230-26-31:37:00 PM134230-26-31:38:00 PM135230-26-31:39:00 PM136231-25- 21:40:00 PM137231-25-21:41:00 PM138231-25-21:42:00 PM139232-24-11:43:00 PM140232-24-11:44:00 PM141232-24- 11:45:00 PM142232-24-11:46:00 PM143231-25-21:47:00 PM144231-25-21:48:00 PM145231-25-21:49:00 PM146230-26- 31:50:00 PM147230-26-31:51:00 PM148230-26-31:52:00 PM149230-26-31:53:00 PM150232-24-11:54:00 PM151232-24- 11:55:00 PM152230-26-31:56:00 PM153230-26-31:57:00 PM154230-26-31:58:00 PM155223-33-101:59:00 PM156223- 33-102:00:00 PM157223-33-102:01:00 PM158221-35-122:02:00 PM159221-35-122:03:00 PM160219-37-142:04:00 PM161220- 36-132:05:00 PM162219-37-142:06:00 PM163219-37-142:07:00 PM164218-38-152:08:00 PM165215-41-182:09:00 PM166216- 40-172:10:00 PM167216-40-172:11:00 PM168216-40-172:12:00 PM169212-44-212:13:00 PM170211-45-222:14:00 PM171210-
  • 3. 46-232:15:00 PM172208-48-252:16:00 PM173208-48-252:17:00 PM174207-49-262:18:00 PM175205-51-282:19:00 PM176205- 51-282:20:00 PM177205-51-282:21:00 PM178206-50-272:22:00 PM179206-50-272:23:00 PM180206-50-272:24:00 PM181206- 50-272:25:00 PM182205-51-282:26:00 PM183205-51-282:27:00 PM184205-51-282:28:00 PM185205-51-282:29:00 PM186203- 53-302:30:00 PM187204-52-292:31:00 PM188204-52-292:32:00 PM189204-52-292:33:00 PM190205-51-282:34:00 PM191205- 51-282:35:00 PM192205-51-282:36:00 PM193204-52-292:37:00 PM194204-52-292:38:00 PM195204-52-292:39:00 PM196203- 53-302:40:00 PM197202-54-312:41:00 PM198203-53-302:42:00 PM199204-52-292:43:00 PM200204-52-292:44:00 PM201205- 51-282:45:00 PM202205-51-282:46:00 PM203205-51-282:47:00 PM204205-51-282:48:00 PM205205-51-282:49:00 PM206206- 50-272:50:00 PM207206-50-272:51:00 PM208206-50-272:52:00 PM209206-50-272:53:00 PM210206-50-272:54:00 PM211204- 52-292:55:00 PM212204-52-292:56:00 PM213204-52-292:57:00 PM214204-52-292:58:00 PM215204-52-292:59:00 PM216204- 52-293:00:00 PM217204-52-293:01:00 PM218203-53-303:02:00 PM219203-53-303:03:00 PM220203-53-303:04:00 PM221205- 51-283:05:00 PM222205-51-283:06:00 PM223205-51-283:07:00 PM224205-51-283:08:00 PM225205-51-283:09:00 PM226205- 51-283:10:00 PM227206-50-273:11:00 PM228206-50-273:12:00 PM229206-50-273:13:00 PM230205-51-283:14:00 PM231208- 48-253:15:00 PM232204-52-293:16:00 PM233204-52-293:17:00 PM234204-52-293:18:00 PM235204-52-293:19:00 PM236203- 53-303:20:00 PM237202-54-313:21:00 PM238201-55-323:22:00 PM239201-55-323:23:00 PM240204-52-293:24:00 PM241198- 58-353:25:00 PM242196-60-373:26:00 PM243195-61-383:27:00 PM244195-61-383:28:00 PM245195-61-383:29:00 PM246192- 64-413:30:00 PM247192-64-413:31:00 PM248193-63-403:32:00 PM249192-64-413:33:00 PM250191-65-423:34:00 PM251192- 64-413:35:00 PM252192-64-413:36:00 PM253192-64-413:37:00 PM254192-64-413:38:00 PM255193-63-403:39:00 PM256193- 63-403:40:00 PM257191-65-423:41:00 PM258192-64-413:42:00 PM259193-63-403:43:00 PM260193-63-403:44:00 PM261193-
  • 4. 63-403:45:00 PM262193-63-403:46:00 PM263193-63-403:47:00 PM264189-67-443:48:00 PM265190-66-433:49:00 PM266192- 64-413:50:00 PM267191-65-423:51:00 PM268191-65-423:52:00 PM269190-66-433:53:00 PM270190-66-433:54:00 PM271190- 66-433:55:00 PM272189-67-443:56:00 PM273187-69-463:57:00 PM274187-69-463:58:00 PM275187-69-463:59:00 PM276187- 69-464:00:00 PM277187-69-464:01:00 PM278185-71-484:02:00 PM279184-72-494:03:00 PM280184-72-494:04:00 PM281184- 72-494:05:00 PM282182-74-514:06:00 PM283182-74-514:07:00 PM284181-75-524:08:00 PM285181-75-524:09:00 PM286181- 75-524:10:00 PM287179-77-544:11:00 PM288180-76-534:12:00 PM289175-81-584:13:00 PM290175-81-584:14:00 PM291175- 81-584:15:00 PM292174-82-594:16:00 PM293175-81-584:17:00 PM294175-81-584:18:00 PM295176-80-574:19:00 PM296176- 80-574:20:00 PM297176-80-574:21:00 PM298178-78-554:22:00 PM299177-79-564:23:00 PM300175-81-584:24:00 PM301175- 81-584:25:00 PM302175-81-584:26:00 PM303176-80-574:27:00 PM304176-80-574:28:00 PM305176-80-574:29:00 PM306172- 84-614:30:00 PM307172-84-614:31:00 PM308171-85-624:32:00 PM309168-88-654:33:00 PM310168-88-654:34:00 PM311168- 88-654:35:00 PM312168-88-654:36:00 PM313169-87-644:37:00 PM314170-86-634:38:00 PM315170-86-634:39:00 PM316170- 86-634:40:00 PM317170-86-634:41:00 PM318169-87-644:42:00 PM319168-88-654:43:00 PM320168-88-654:44:00 PM321168- 88-654:45:00 PM322168-88-654:46:00 PM323168-88-654:47:00 PM324168-88-654:48:00 PM325166-90-674:49:00 PM326167- 89-664:50:00 PM327167-89-664:51:00 PM328169-87-644:52:00 PM329169-87-644:53:00 PM330167-89-664:54:00 PM331169- 87-644:55:00 PM332171-85-624:56:00 PM333171-85-624:57:00 PM334171-85-624:58:00 PM335171-85-624:59:00 PM336171- 85-625:00:00 PM337171-85-625:01:00 PM338170-86-635:02:00 PM339171-85-625:03:00 PM340170-86-635:04:00 PM341170- 86-635:05:00 PM342168-88-655:06:00 PM343165-91-685:07:00 PM344163-93-705:08:00 PM345160-96-735:09:00 PM346160- 96-735:10:00 PM347159-97-745:11:00 PM348158-98-755:12:00 PM349157-99-765:13:00 PM350157-99-765:14:00 PM351158-
  • 5. 98-755:15:00 PM352158-98-755:16:00 PM353158-98-755:17:00 PM354158-98-755:18:00 PM355158-98-755:19:00 PM356158- 98-755:20:00 PM357158-98-755:21:00 PM358157-99-765:22:00 PM359159-97-745:23:00 PM360157-99-765:24:00 PM361159- 97-745:25:00 PM362159-97-745:26:00 PM363159-97-745:27:00 PM364159-97-745:28:00 PM365158-98-755:29:00 PM366158- 98-755:30:00 PM367158-98-755:31:00 PM368158-98-755:32:00 PM369158-98-755:33:00 PM370158-98-755:34:00 PM371158- 98-755:35:00 PM372159-97-745:36:00 PM373158-98-755:37:00 PM374157-99-765:38:00 PM375156-100-775:39:00 PM376156- 100-775:40:00 PM377156-100-775:41:00 PM378156-100- 775:42:00 PM379156-100-775:43:00 PM380155-101-785:44:00 PM381153-103-805:45:00 PM382153-103-805:46:00 PM383153-103-805:47:00 PM384152-104-815:48:00 PM385152-104-815:49:00 PM386152-104-815:50:00 PM387148-108-855:51:00 PM388150-106-835:52:00 PM389138-118-955:53:00 PM390135-121-985:54:00 PM391134-122-995:55:00 PM392134-122-995:56:00 PM393134-122-995:57:00 PM394134-122-995:58:00 PM395133-123-1005:59:00 PM396133-123-1006:00:00 PM397133-123-1006:01:00 PM398133-123-1006:02:00 PM399134-122-996:03:00 PM400135-121-986:04:00 PM401134-122-996:05:00 PM402134-122-996:06:00 PM403132-124-1016:07:00 PM404132-124-1016:08:00 PM405132-124-1016:09:00 PM406133-123-1006:10:00 PM407133-123-1006:11:00 PM408133-123-1006:12:00 PM409133-123-1006:13:00 PM410133-123-1006:14:00 PM411133-123-1006:15:00 PM412133-123-1006:16:00 PM413134-122-996:17:00 PM414134-122-996:18:00 PM415134-122-996:19:00 PM416134-122-996:20:00 PM417135-121-986:21:00 PM418135-121-986:22:00 PM419135-121-986:23:00 PM420135-121-986:24:00 PM421135-121-986:25:00 PM422135-121-986:26:00 PM423135-121-986:27:00 PM424135-121-986:28:00 PM425134-122-996:29:00 PM426134-122-996:30:00 PM427133-123-1006:31:00 PM428133-123-1006:32:00
  • 6. PM429133-123-1006:33:00 PM430132-124-1016:34:00 PM431132-124-1016:35:00 PM432133-123-1006:36:00 PM433133-123-1006:37:00 PM434133-123-1006:38:00 PM435132-124-1016:39:00 PM436132-124-1016:40:00 PM437132-124-1016:41:00 PM438132-124-1016:42:00 PM439132-124-1016:43:00 PM440132-124-1016:44:00 PM441132-124-1016:45:00 PM442132-124-1016:46:00 PM443132-124-1016:47:00 PM444133-123-1006:48:00 PM445131-125-1026:49:00 PM446131-125-1026:50:00 PM447131-125-1026:51:00 PM448130-126-1036:52:00 PM449131-125-1026:53:00 PM450130-126-1036:54:00 PM451132-124-1016:55:00 PM452130-126-1036:56:00 PM453129-127-1046:57:00 PM454129-127-1046:58:00 PM455129-127-1046:59:00 PM456129-127-1047:00:00 PM457131-125-1027:01:00 PM458130-126-1037:02:00 PM459130-126-1037:03:00 PM460128-128-1057:04:00 PM461127-129-1067:05:00 PM462127-129-1067:06:00 PM463127-129-1067:07:00 PM464127-129-1067:08:00 PM465124-132-1097:09:00 PM466124-132-1097:10:00 PM467125-131-1087:11:00 PM46800237:12:00 PM46900237:13:00 PM47000237:14:00 PM47100237:15:00 PM47200237:16:00 PM47300237:17:00 PM47400237:18:00 PM47500237:19:00 PM47600237:20:00 PM47700237:21:00 PM47800237:22:00 PM47900237:23:00 PM48000237:24:00 PM48100237:25:00 PM48200237:26:00 PM48300237:27:00 PM48400237:28:00 PM48500237:29:00 PM48600237:30:00 PM48700237:31:00 PM48800237:32:00 PM48900237:33:00 PM49000237:34:00 PM49100237:35:00 PM49200237:36:00 PM49300237:37:00 PM49400237:38:00 PM49500237:39:00 PM49600237:40:00 PM49700237:41:00 PM49800237:42:00 PM49900237:43:00 PM50000237:44:00 PM50100237:45:00 PM50200237:46:00 PM50300237:47:00 PM50400237:48:00 PM50500237:49:00 PM50600237:50:00 PM50700237:51:00 PM50800237:52:00 PM50900237:53:00 PM51000237:54:00 PM51100237:55:00 PM51200237:56:00 PM51300237:57:00 PM51400237:58:00 PM51500237:59:00 PM51600238:00:00
  • 7. PM51700238:01:00 PM51800238:02:00 PM51900238:03:00 PM52000238:04:00 PM52100238:05:00 PM52200238:06:00 PM52300238:07:00 PM52400238:08:00 PM52500238:09:00 PM52600238:10:00 PM52700238:11:00 PM52800238:12:00 PM52900238:13:00 PM53000238:14:00 PM53100238:15:00 PM53200238:16:00 PM53300238:17:00 PM53400238:18:00 PM53500238:19:00 PM53600238:20:00 PM53700238:21:00 PM53800238:22:00 PM53900238:23:00 PM54000238:24:00 PM54100238:25:00 PM54200238:26:00 PM54300238:27:00 PM54400238:28:00 PM54500238:29:00 PM54600238:30:00 PM54700238:31:00 PM54800238:32:00 PM54900238:33:00 PM55000238:34:00 PM55100238:35:00 PM55200238:36:00 PM55300238:37:00 PM55400238:38:00 PM55500238:39:00 PM55600238:40:00 PM55700238:41:00 PM55800238:42:00 PM55900238:43:00 PM56000238:44:00 PM56100238:45:00 PM56200238:46:00 PM56300238:47:00 PM56400238:48:00 PM56500238:49:00 PM56600238:50:00 PM56700238:51:00 PM56800238:52:00 PM56900238:53:00 PM57000238:54:00 PM57100238:55:00 PM57200238:56:00 PM57300238:57:00 PM57400238:58:00 PM57500238:59:00 PM57600239:00:00 PM57700239:01:00 PM57800239:02:00 PM57900239:03:00 PM58000239:04:00 PM58100239:05:00 PM58200239:06:00 PM58300239:07:00 PM58400239:08:00 PM58500239:09:00 PM58600239:10:00 PM58700239:11:00 PM58800239:12:00 PM58900239:13:00 PM59000239:14:00 PM59100239:15:00 PM59200239:16:00 PM59300239:17:00 PM59400239:18:00 PM59500239:19:00 PM59600239:20:00 PM59700239:21:00 PM59800239:22:00 PM59900239:23:00 PM60000239:24:00 PM60100239:25:00 PM60200239:26:00 PM60300239:27:00 PM60400239:28:00 PM60500239:29:00 PM60600239:30:00 PM60700239:31:00 PM60800239:32:00 PM60900239:33:00 PM61000239:34:00 PM61100239:35:00 PM61200239:36:00 PM61300239:37:00 PM61400239:38:00 PM61500239:39:00 PM61600239:40:00 PM61700239:41:00 PM61800239:42:00 PM61900239:43:00 PM62000239:44:00 PM62100239:45:00 PM62200239:46:00 PM62300239:47:00 PM62400239:48:00
  • 8. PM62500239:49:00 PM62600239:50:00 PM62700239:51:00 PM62800239:52:00 PM62900239:53:00 PM63000239:54:00 PM63100239:55:00 PM63200239:56:00 PM63300239:57:00 PM63400239:58:00 PM63500239:59:00 PM636002310:00:00 PM637002310:01:00 PM638002310:02:00 PM639002310:03:00 PM640002310:04:00 PM641002310:05:00 PM642002310:06:00 PM643002310:07:00 PM644002310:08:00 PM645002310:09:00 PM646002310:10:00 PM647002310:11:00 PM648002310:12:00 PM649002310:13:00 PM650002310:14:00 PM651002310:15:00 PM652002310:16:00 PM653002310:17:00 PM654002310:18:00 PM655002310:19:00 PM656002310:20:00 PM657002310:21:00 PM658002310:22:00 PM659002310:23:00 PM660002310:24:00 PM661002310:25:00 PM662002310:26:00 PM663002310:27:00 PM664002310:28:00 PM665002310:29:00 PM666002310:30:00 PM667002310:31:00 PM668002310:32:00 PM669002310:33:00 PM670002310:34:00 PM671002310:35:00 PM672002310:36:00 PM673002310:37:00 PM674002310:38:00 PM675002310:39:00 PM676002310:40:00 PM677002310:41:00 PM678002310:42:00 PM679002310:43:00 PM680002310:44:00 PM681002310:45:00 PM682002310:46:00 PM683002310:47:00 PM684002310:48:00 PM685002310:49:00 PM686002310:50:00 PM687002310:51:00 PM688002310:52:00 PM689002310:53:00 PM690002310:54:00 PM691002310:55:00 PM692002310:56:00 PM693002310:57:00 PM694002310:58:00 PM695002310:59:00 PM696002311:00:00 PM697002311:01:00 PM698002311:02:00 PM699002311:03:00 PM700002311:04:00 PM701002311:05:00 PM702002311:06:00 PM703002311:07:00 PM704002311:08:00 PM705002311:09:00 PM706002311:10:00 PM707002311:11:00 PM708002311:12:00 PM709002311:13:00 PM710002311:14:00 PM711002311:15:00 PM712002311:16:00 PM713002311:17:00 PM714002311:18:00 PM715002311:19:00 PM716002311:20:00 PM717002311:21:00 PM718002311:22:00 PM719002311:23:00 PM720002311:24:00 PM721002311:25:00 PM722002311:26:00 PM723002311:27:00 PM724002311:28:00 PM725002311:29:00 PM726002311:30:00 PM727002311:31:00 PM728002311:32:00 PM729002311:33:00 PM730002311:34:00 PM731002311:35:00 PM732002311:36:00
  • 9. PM733002311:37:00 PM734002311:38:00 PM735002311:39:00 PM736002311:40:00 PM737002311:41:00 PM738002311:42:00 PM739002311:43:00 PM740002311:44:00 PM741002311:45:00 PM742002311:46:00 PM743002311:47:00 PM744002311:48:00 PM745002311:49:00 PM746002311:50:00 PM747002311:51:00 PM748002311:52:00 PM749002311:53:00 PM750002311:54:00 PM751002311:55:00 PM752002311:56:00 PM753002311:57:00 PM754002311:58:00 PM755002311:59:00 PM756002312:00:00 AM757002312:01:00 AM758002312:02:00 AM759002312:03:00 AM760002312:04:00 AM761002312:05:00 AM762002312:06:00 AM763002312:07:00 AM764002312:08:00 AM765002312:09:00 AM766002312:10:00 AM767002312:11:00 AM768002312:12:00 AM769002312:13:00 AM770002312:14:00 AM771002312:15:00 AM772002312:16:00 AM773002312:17:00 AM774002312:18:00 AM775002312:19:00 AM776002312:20:00 AM777002312:21:00 AM778002312:22:00 AM779002312:23:00 AM780002312:24:00 AM781002312:25:00 AM782002312:26:00 AM783002312:27:00 AM784002312:28:00 AM785002312:29:00 AM786002312:30:00 AM787002312:31:00 AM788002312:32:00 AM789002312:33:00 AM790002312:34:00 AM791002312:35:00 AM792255- 12212:36:00 AM793255-12212:37:00 AM794255-12212:38:00 AM795255-12212:39:00 AM796255-12212:40:00 AM797255- 12212:41:00 AM798255-12212:42:00 AM799255-12212:43:00 AM800255-12212:44:00 AM801255-12212:45:00 AM802255- 12212:46:00 AM803255-12212:47:00 AM804255-12212:48:00 AM805255-12212:49:00 AM806255-12212:50:00 AM807255- 12212:51:00 AM808255-12212:52:00 AM809255-12212:53:00 AM810255-12212:54:00 AM811255-12212:55:00 AM812255- 12212:56:00 AM813255-12212:57:00 AM814255-12212:58:00 AM815255-12212:59:00 AM816255-1221:00:00 AM817255- 1221:01:00 AM818255-1221:02:00 AM819255-1221:03:00 AM820255-1221:04:00 AM821255-1221:05:00 AM822255- 1221:06:00 AM823255-1221:07:00 AM824255-1221:08:00 AM825255-1221:09:00 AM826255-1221:10:00 AM827255- 1221:11:00 AM828255-1221:12:00 AM829255-1221:13:00 AM830255-1221:14:00 AM831255-1221:15:00 AM832255-
  • 10. 1221:16:00 AM833255-1221:17:00 AM834255-1221:18:00 AM835255-1221:19:00 AM836255-1221:20:00 AM837255- 1221:21:00 AM838255-1221:22:00 AM839255-1221:23:00 AM840255-1221:24:00 AM841255-1221:25:00 AM842255- 1221:26:00 AM843255-1221:27:00 AM844255-1221:28:00 AM845255-1221:29:00 AM846255-1221:30:00 AM847255- 1221:31:00 AM848255-1221:32:00 AM849255-1221:33:00 AM850255-1221:34:00 AM851255-1221:35:00 AM852255- 1221:36:00 AM853255-1221:37:00 AM854255-1221:38:00 AM855255-1221:39:00 AM856255-1221:40:00 AM857255- 1221:41:00 AM858255-1221:42:00 AM859255-1221:43:00 AM860255-1221:44:00 AM861255-1221:45:00 AM862255- 1221:46:00 AM863255-1221:47:00 AM864255-1221:48:00 AM865255-1221:49:00 AM866255-1221:50:00 AM867255- 1221:51:00 AM868255-1221:52:00 AM869255-1221:53:00 AM870255-1221:54:00 AM871255-1221:55:00 AM872255- 1221:56:00 AM873255-1221:57:00 AM874255-1221:58:00 AM875255-1221:59:00 AM876255-1222:00:00 AM877255- 1222:01:00 AM878255-1222:02:00 AM879255-1222:03:00 AM880255-1222:04:00 AM881255-1222:05:00 AM882255- 1222:06:00 AM883255-1222:07:00 AM884255-1222:08:00 AM885255-1222:09:00 AM886255-1222:10:00 AM887255- 1222:11:00 AM888255-1222:12:00 AM889255-1222:13:00 AM890255-1222:14:00 AM891255-1222:15:00 AM892255- 1222:16:00 AM893255-1222:17:00 AM894255-1222:18:00 AM895255-1222:19:00 AM896255-1222:20:00 AM897255- 1222:21:00 AM898255-1222:22:00 AM899255-1222:23:00 AM900255-1222:24:00 AM901255-1222:25:00 AM902255- 1222:26:00 AM903255-1222:27:00 AM904255-1222:28:00 AM905255-1222:29:00 AM906255-1222:30:00 AM907255- 1222:31:00 AM908255-1222:32:00 AM909255-1222:33:00 AM910255-1222:34:00 AM911255-1222:35:00 AM912255- 1222:36:00 AM913255-1222:37:00 AM914255-1222:38:00 AM915255-1222:39:00 AM916255-1222:40:00 AM917255- 1222:41:00 AM918255-1222:42:00 AM919255-1222:43:00 AM920255-1222:44:00 AM921255-1222:45:00 AM922255-
  • 11. 1222:46:00 AM923255-1222:47:00 AM924255-1222:48:00 AM925255-1222:49:00 AM926255-1222:50:00 AM927255- 1222:51:00 AM928255-1222:52:00 AM929255-1222:53:00 AM930255-1222:54:00 AM931255-1222:55:00 AM932255- 1222:56:00 AM933255-1222:57:00 AM934255-1222:58:00 AM935255-1222:59:00 AM936255-1223:00:00 AM937255- 1223:01:00 AM938255-1223:02:00 AM939255-1223:03:00 AM940255-1223:04:00 AM941255-1223:05:00 AM942255- 1223:06:00 AM943255-1223:07:00 AM944255-1223:08:00 AM945255-1223:09:00 AM946255-1223:10:00 AM947255- 1223:11:00 AM948255-1223:12:00 AM949255-1223:13:00 AM950255-1223:14:00 AM951255-1223:15:00 AM952255- 1223:16:00 AM953255-1223:17:00 AM954255-1223:18:00 AM955255-1223:19:00 AM956255-1223:20:00 AM957255- 1223:21:00 AM958255-1223:22:00 AM959255-1223:23:00 AM960255-1223:24:00 AM961255-1223:25:00 AM962255- 1223:26:00 AM963255-1223:27:00 AM964255-1223:28:00 AM965255-1223:29:00 AM966255-1223:30:00 AM967255- 1223:31:00 AM968255-1223:32:00 AM969255-1223:33:00 AM970255-1223:34:00 AM971255-1223:35:00 AM972255- 1223:36:00 AM973255-1223:37:00 AM974255-1223:38:00 AM975255-1223:39:00 AM976255-1223:40:00 AM977255- 1223:41:00 AM978255-1223:42:00 AM979255-1223:43:00 AM980255-1223:44:00 AM981255-1223:45:00 AM982255- 1223:46:00 AM983255-1223:47:00 AM984255-1223:48:00 AM985255-1223:49:00 AM986255-1223:50:00 AM987255- 1223:51:00 AM988255-1223:52:00 AM989255-1223:53:00 AM990255-1223:54:00 AM991255-1223:55:00 AM992255- 1223:56:00 AM993255-1223:57:00 AM994255-1223:58:00 AM995255-1223:59:00 AM996255-1224:00:00 AM997255- 1224:01:00 AM998255-1224:02:00 AM999255-1224:03:00 AM1000255-1224:04:00 AM1001255-1224:05:00 AM1002255- 1224:06:00 AM1003255-1224:07:00 AM1004255-1224:08:00 AM1005255-1224:09:00 AM1006255-1224:10:00 AM1007255- 1224:11:00 AM1008255-1224:12:00 AM1009255-1224:13:00 AM1010255-1224:14:00 AM1011255-1224:15:00 AM1012255-
  • 12. 1224:16:00 AM1013255-1224:17:00 AM1014255-1224:18:00 AM1015255-1224:19:00 AM1016255-1224:20:00 AM1017255- 1224:21:00 AM1018255-1224:22:00 AM1019255-1224:23:00 AM1020255-1224:24:00 AM1021255-1224:25:00 AM1022255- 1224:26:00 AM1023255-1224:27:00 AM1024255-122 Start at 11:23pm with 23 people in the room End at 7:00pm with 8 people in the room0.47430555555555554 0.47500000000000003 0.47569444444444497 0.47638888888888897 0.47708333333333403 0.47777777777777802 0.47847222222222302 0.47916666666666702 0.47986111111111202 0.48055555555555601 0.48125000000000101 0.48194444444444501 0.48263888888889001 0.483333333333334 0.484027777777779 0.484722222222223 0.485416666666668 0.48611111111111199 0.48680555555555699 0.48750000000000099 0.48819444444444499 0.48888888888888998 0.48958333333333398 0.49027777777777898 0.49097222222222298 0.49166666666666797 0.49236111111111203 0.49305555555555702 0.49375000000000102 0.49444444444444602 0.49513888888889002 0.49583333333333501 0.49652777777777901 0.49722222222222401 0.49791666666666801 0.498611111111113 0.499305555555557 0.500000000000002 0.500694444444446 0.50138888888889099 0.50208333333333499 0.50277777777777999 0.50347222222222399 0.50416666666666898 0.50486111111111298 0.50555555555555798 0.50625000000000198 0.50694444444444697 0.50763888888889097 0.50833333333333597 0.50902777777777997 0.50972222222222496 0.51041666666666896 0.51111111111111396 0.51180555555555796 0.51250000000000295 0.51319444444444695
  • 13. 0.51388888888889195 0.51458333333333595 0.51527777777778105 0.51597222222222505 0.51666666666667005 0.51736111111111405 0.51805555555555904 0.51875000000000304 0.51944444444444804 0.52013888888889204 0.52083333333333703 0.52152777777778103 0.52222222222222603 0.52291666666667003 0.52361111111111502 0.52430555555555902 0.52500000000000402 0.52569444444444802 0.52638888888889301 0.52708333333333701 0.52777777777778201 0.52847222 222222601 0.529166666666671 0.529861111111115 0.53055555555556 0.531250000000004 0.53194444444444899 0.53263888888889299 0.53333333333333799 0.53402777777778199 0.53472222222222698 0.53541666666667098 0.53611111111111598 0.53680555555555998 0.53750000000000497 0.53819444444444897 0.53888888888889397 0.53958333333333797 0.54027777777778296 0.54097222222222696 0.54166666666667196 0.54236111111111596 0.54305555555556095 0.54375000000000495 0.54444444444444995 0.54513888888889395 0.54583333333333905 0.54652777777778305 0.54722222222222805 0.54791666666667205 0.54861111111111704 0.54930555555556104 0.55000000000000604 0.55069444444445004 0.55138888888889503 0.55208333333333903 0.55277777777778403 0.55347222222222803 0.55416666666667302 0.55486111111111702 0.55555555555556202 0.55625000000000602 0.55694444444445101 0.55763888888889501 0.55833333333334001 0.55902777777778401 0.559722222222229 0.560416666666673 0.561111111111118 0.561805555555562 0.56250000000000699 0.56319444444445099
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  • 25. 1.1145833333333801 1.11527777777783 1.1159722222222701 1.11666666666672 1.1173611111111601 1.1180555555556 1.1187500000000501 1.11944444444449 1.1201388888889401 1.12083333333338 1.1215277777778301 1.12222222222227 1.1229166666667201 1.12361111111116 1.1243055555556101 1.12500000000005 1.1256944444444901 1.12638888888894 1.1270833333333801 1.1277777777778299 1.1284722222222701 1.1291666666667199 1.1298611111111601 1.1305555555556099 1.13125000000005 1.1319444444444899 1.13263888888894 1.1333333333333799 1.13402777777783 1.1347222222222699 1.13541666666672 1.1361111111111599 1.13680555555561 1.1375000000000499 1.1381944444445 1.1388888888889399 1.13958333333338 1.1402777777778299 1.14097222222227 1.1416666666667199 1.14236111111116 1.1430555555556099 1.14375000000005 1.1444444444445001 1.14513888888894 1.1458333333333801 1.14652777777783 1.1472222222222701 1.14791666666672 1.1486111111111601 1.14930555555561 1.1500000000000501 1.1506944444445 1.1513888888889401 1.15208333333339 1.1527777777778301 1.15347222222227 1.1541666666667201 1.15486111111116 1.1555555555556101 1.15625000000005 1.1569444444445001 1.15763888888894 1.1583333333333901 1.1590277777778299 1.1597222222222701 1.1604166666667199 1.1611111111111601 1.1618055555556099 1.16250000000005 1.1631944444444999 1.16388888888894
  • 26. 1.1645833333333899 1.16527777777783 1.1659722222222699 1.16666666666672 1.1673611111111599 1.16805555555561 1.1687500000000499 1.1694444444445 1.1701388888889399 1.17083333333339 1.1715277777778299 1.17222222222228 1.1729166666667199 1.17361111111116 1.1743055555556099 1.17500000000005 1.1756944444445001 1.17638888888894 1.1770833333333901 1.17777777777783 1.1784722222222801 1.17916666666672 1.1798611111111601 1.18055555555561 1.1812500000000501 1.1819444444445 1.1826388888889401 1.18333333333339 1.1840277777778301 1.18472222222228 1.1854166666667201 22 22 22 21 21 22 22 22 22 22 22 22 22 23 22 22 22 22 22 22 23 23 23 23 23 23 23 22 22 21 22 23 22 20 19 19 18 18 20 20 19 19 19 19 17 16 15 16 16 16 18 16 16 16 16 17 18 17 17 17 17 16 15 15 15 13 10 11 11 11 13 13 12 13 13 12 11 10 9 10 9 9 8 7 4 4 3 2 2 3 3 2 1 1 1 2 2 0 -1 -1 -2 -3 -3 -2 -2 0 1 2 2 2 2 2 2 2 2 2 2 3 2 2 2 2 2 2 1 0 0 -1 -1 -2 -2 -3 -3 -3 -3 -2 -2 -2 -1 -1 -1 -1 -2 -2 -2 -3 -3 -3 -3 -1 -1 -3 -3 -3 -10 -10 -10 -12 -12 -14 -13 -14 - 14 -15 -18 -17 -17 -17 -21 -22 -23 -25 -25 -26 - 28 -28 -28 -27 -27 -27 -27 -28 -28 -28 -28 -30 - 29 -29 -29 -28 -28 -28 -29 -29 -29 -30 -31 -30 - 29 -29 -28 -28 -28 -28 -28 -27 -27 -27 -27 -27 - 29 -29 -29 -29 -29 -29 -29 -30 -30 -30 -28 -28 - 28 -28 -28 -28 -27 -27 -27 -28 -25 -29 -29 -29 - 29 -30 -31 -32 -32 -29 -35 -37 -38 -38 -38 -41 -
  • 27. 41 -40 -41 -42 -41 -41 -41 -41 -40 -40 -42 -41 - 40 -40 -40 -40 -40 -44 -43 -41 -42 -42 -43 -43 - 43 -44 -46 -46 -46 -46 -46 -48 -49 -49 -49 -51 - 51 -52 -52 -52 -54 -53 -58 -58 -58 -59 -58 -58 - 57 -57 -57 -55 -56 -58 -58 -58 -57 -57 -57 -61 - 61 -62 -65 -65 -65 -65 -64 -63 -63 -63 -63 -64 - 65 -65 -65 -65 -65 -65 -67 -66 -66 -64 -64 -66 - 64 -62 -62 -62 -62 -62 -62 -63 -62 -63 -63 -65 - 68 -70 -73 -73 -74 -75 -76 -76 -75 -75 -75 -75 - 75 -75 -75 -76 -74 -76 -74 -74 -74 -74 -75 -75 - 75 -75 -75 -75 -75 -74 -75 -76 -77 -77 -77 -77 - 77 -78 -80 -80 -80 -81 -81 -81 -85 -83 -95 -98 - 99 -99 -99 -99 -100 -100 -100 -100 -99 -98 -99 -99 - 101 -101 -101 -100 -100 -100 -100 -100 -100 -100 -99 -99 - 99 -99 -98 -98 -98 -98 -98 -98 -98 -98 -99 -99 - 100 -100 -100 -101 -101 -100 -100 -100 -101 -101 -101 -101 - 101 -101 -101 -101 -101 -100 -102 -102 -102 -103 -102 -103 - 101 -103 -104 -104 -104 -104 -102 -103 -103 -105 -106 -106 - 106 -106 -109 -109 -108 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23
  • 28. 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 Project Two: Data Analysis - Rush Hour Staffing Design Challenge and Report ME250: Introduction to Engineering Design Fall 2018
  • 29. Overview: This project concerns data collection, analysis, and interpretation. It also involves coding and automation by using a microcontroller and sensors. Data science or data analytics is a topic in industrial engineering, and automation is a topic in electrical, computer, and mechanical engineering. You are now introduced to concepts you may study in greater depth later in your engineering curriculum. In addition, you may think of this project as a test of what you have learned in the previous project: Are you able to collaborate, organize, and implement a team effort? Can your team communicate ideas clearly, follow instructions, and meet deadlines? The Challenge: The challenge for this project is to complete the following three tasks: 1) Design a software algorithm in conjunction with hardware arrangement to collect foot traffic data at a specific location on campus over a period of time. · Task #1 involves learning to code within the Arduino (microcontroller) environment, setting up a pair of ultrasonic sensors with a microcontroller, and preparing the hardware for foot traffic data collection. · Each student will receive a microcontroller kit, and will be individually required to complete most coding exercises. · The hardware and software setup for data acquisition, on the other hand, is a team effort. 2) Process the collected data and make recommendations for optimal staffing during rush hour. · Task #2 is for you to learn how to handle and make sense of a large amount of data. It involves visualizing the collected data on a spreadsheet, identifying patterns and statistics, and defining what ‘rush hour’ is. · Task #2 requires you to do some research to determine the current staffing levels. · Task #2 ultimately ends with making recommendations regarding staffing needs during rush hour based on the current staffing levels and your analyzed data.
  • 30. 3) Generate a Technical Memo #2 which documents your work and findings for Project 2, similar to what you did for Project 1. · Task #3 is the final and most important deliverable your team must produce. You must document all aspects of this project, including the project objectives, hardware and software setup, data collection details, analysis of collected data, and recommendations made. · You are also required to include your team’s Arduino code in the report as an appendix. · The Technical Memo is limited to 10 pages. Do not count the title page or appendices in the page totals. Deadlines: Your team's completed hardware setup and code must be submitted by end-of-your-class on Wednesday, Sept 26, 2018. Failure to meet this deadline will result in zero score for the entire Project 2 for your team. This means project management is extremely crucial during the first week and a half of this project. Use Gantt Chart to help you keep track of progress and share it with two TAs. Project Two: Data Analysis - Rush Hour Staffing Design Challenge and Report ME250: Introduction to Engineering Design Fall 2018 Materials Provided: A microcontroller kit, which include an ultrasonic sensor, will be provided to each student. Timeline: · Mon, Sept 17: Project kick-off. Write a team contract, learn coding basics, start group work. · Wed, Sept 19: Coding exercise, take-home practice. Begin hardware setup and testing. Team contract due 6pm. · Mon, Sept 24: Coding quiz (individual). Continue testing hardware. · Wed, Sept 26: Finalize code and hardware, both due at end of your section’s class time. TAs will install your team’s hardware at a designated location on campus.
  • 31. · Thu, Sept 27: Data collection begins at 9am. Teams and TAs will download collected data at the end of the day (5pm) on- site. · Fri, Sept 28: Continue data collection and end-of-day download data. · Mon, Oct 1: Fundamentals of data analytics. Continue data collection and end-of-day download. Begin analyzing data collected so far. · Tue, Oct 2: Continue data collection, end-of-day download, and analysis. · Wed, Oct 3: More on data analytics. Final day of data collection and download. · Between Thu, Oct 4 and Mon, Oct 8: Analyze and interpret collected data. · Week of Oct 8: Work on tech memo which is due on Fri. Oct 12 at 6pm. Team Deliverables: Microcontroller and code, technical memo #2. Grading Rubric: Your report will be graded according to a rubric similar to what we use for Project 1. The rubric will be posted to Blackboard as a separate document. ME 250: Grading Rubric for Project 2 Technical Memo Category Score (S) = 4 Exemplary Score (S) = 3 Accomplished
  • 32. Score (S) = 2 Developing Score (S) = 0 Inadequate Weight (w) Max weighted score (wS) Title page Title page contains all required information; uses white space appropriately and is one page. Includes team number, student names, title of report, class, and due date. Includes a high quality graphic or photo that is representative of Project 2. Excellent quality. Title page is nearly complete, some minor errors. Good quality. Title page is nearly
  • 33. complete, has major errors. Needs work. Missing Title page. 1 4 Introduction Introduction is complete and well written; summarized in the team’s own words. Provides strong background and context for Project 2, states all objectives of the report, and outlines the contents of the report (introduces each upcoming section). An outsider can read this section and fully understand in detail what has been done and what the report is about. Excellent quality. Introduction is nearly complete, missing some minor details. An outsider reading the section has only minor questions after reading which does not impact their full understanding of the project or the report. Good quality.
  • 34. Some introductory information is given, but still missing major points or context. An outsider reading the section has several questions after reading and will be confused, section lacks depth and details. Inaccurate background information or unreadable. An outsider cannot understand what is happening in the section. Needs much work. Or, missing Introduction section. 10 40
  • 35. Problem Definition Includes a concise statement of the design problem and includes a comprehensive list of objectives and constraints. Captures all aspects of the problem, including some not-so-obvious details. Has a clear statement and good list of objectives and constraints. No obvious items are missing. Offers a statement and a partial list of objectives and constraints. Missing a statement and/or list of objectives and/or constraints. 10 40 Software
  • 36. Algorithm Software algorithm section has introductory paragraph with sufficient details to help reader understand the algorithm used in the code. The algorithm is presented as a flow chart graphic that is color-coded and uses shapes from class to represent different statements/conditions. The algorithm must be carefully explained in the text. Excellent quality. Section is nearly complete, missing some minor details. An outsider reading the section has only minor questions after reading which does not impact their full understanding of the project or the report. Good quality. Some information is given and explained, but still
  • 37. missing major points. An outsider reading the section has several questions after reading and will be confused- section lacks depth and details. Inaccurate information or unreadable. An outsider cannot understand what is happening in the section. Needs much work. Or, missing section. 10 40 Coding Coding and hardware for experimental testing is provided and described. The code itself is included in an appendix. The code has been tested to function without flaws.
  • 38. Adequate description of code and hardware. Code is included in an appendix. The code has been tested with minor flaws. Description of code and hardware is missing some details. Only partial code is included in an appendix. Code has been tested with major flaw. Missing description. No code is included in appendix. Code has not been tested or did not function at all. 15 60 Methods Well-written in paragraph format, all critical experimental details are summarized which
  • 39. document how data collection is performed. All procedures for debugging are noted. The procedure for data collection is briefly outlined and it is clear what measurements were taken and how and where. Experimental setup is accurately described in text and possibly diagram(s). Contains generally adequate description of methods. Written in paragraph format, still missing some important experimental details; poor descriptions. Inaccurate or unreadable description. Or, missing Methods section. 5 20
  • 40. ME 250: Grading Rubric for Project 2 Technical Memo Category Score (S) = 4 Exemplary Score (S) = 3 Accomplished Score (S) = 2 Developing Score (S) = 0 Inadequate Weight (w) Max weighted score (wS) Data Presentation
  • 41. in Data Analysis Section Professional looking and accurate presentation of the data in tables, graphs, and/or figures. All figures/graphs/tables are correctly drawn and include labels and proper units (if needed). The most appropriate/relevant data are displayed. Excellent quality. All figures/graphs/tables are accurate, but some have minor errors. Most figures/graphs/tables are OK; some are still missing some important or required features. Presentation of data is illegible. No or very few
  • 42. graphs are shown. 5 20 Data Analysis Data analysis section has introductory paragraph with sufficient details to help reader understand the upcoming results and how data analysis was performed. Data analysis is clearly performed correctly from viewing included graphs, and all graphs are explained and are of high quality. A “Rush Hour” is well defined. Excellent quality. Section is nearly complete, missing some minor details. Good quality. Some information is given and explained, but still missing major points. Data analysis performed with many or substantial errors. Data analysis is incorrect or unintelligible.
  • 43. 10 40 Conclusion /Recommend ations Well-written and good description of all the important conclusions; the team shows good understanding of the project and the results. Includes: thorough review of main results, good discussion of any limitations on the results, lessons learned, and all suggestions for improvement in future studies. No new information is introduced. The most important conclusions have been drawn, only minor points missing. Conclusions regarding major points are drawn, but many are misstated,
  • 44. indicating a lack of understanding. Inaccurate or unintelligible description. Presents “summary” instead of conclusion Or, missing Conclusions section. 15 60 References Citations and references adhere to IEEE standards. Citations appear in chronological order in text as numbers [1] at the end of sentences and all are properly cited in Reference section. 1-2 minor mistakes. Major mistakes present. Missing References. 2 8 Appearance Appearance of the report is professional and the appropriate level of effort was put into the presentation of the report. Report is typed with
  • 45. good margins and font and has excellent organization. The formatting is consistent throughout the report, including tables and figures. Figures must be large enough to read-maximum 3 per page (better is 2 per page). All figures have figure numbers and captions (below the figure) and all tables have table numbers and captions (above the table). Excellent quality. Appearance of the report is professional, but some minor presentation problems. Formatting is generally good, but could still be improved. Good quality. Major presentation problems or formatting is inconsistent throughout the report and needs work.
  • 46. Inconsistent formatting. Lacking figure or table numbers. Needs a lot of editing. 5 20 Appendix All appendices present and complete and labeled. Includes code as one appendix. Excellent quality and presentation of appendices. Needs a lot of editing or lacking information. 2 8 ME 250: Grading Rubric for Project 2 Technical Memo Category Score (S) = 4 Exemplary Score (S) = 3
  • 47. Accomplished Score (S) = 2 Developing Score (S) = 0 Inadequate Weight (w) Max weighted score (wS) Sentence Mechanics and Writing Style Sentences are well written: the text is free of errors in grammar, punctuation, and spelling. Consistent writing style throughout. Overall
  • 48. impression is easy to read and understand. Excellent quality. Sentences are generally well written; there are occasional grammar/spelling/punctuation errors. Overall impression is usually easy to read and understand. Good quality. Sentences have multiple errors. Requires effort to comprehend meaning. Somewhat incoherent styles across document. Sentences are poorly written, incomplete, or rambling; there are frequent errors in grammar/punctuation/
  • 49. spelling that impair communication. Hard to read and understand. 5 20 Concise Reporting 15 pages or less, excluding the title page and appendices. Report contains no fluff. Generally concise. Writing or formatting may appear slightly bloated to increase page count. Appears to intentionally increase page count by manipulating formatting and/or wordiness. Either exceeds the 15- page limit or contains mostly fluff without much
  • 50. substance. 5 20 SUM 100 400 Your raw grade on the Technical Memo #2 is: ��� ����� = 100 400 ∑ �� ��� (max=100) **Blackboard will show you a score out of 400 points. **Late penalty: -10% off raw grade for reports turned in after 6pm. You need to communicate with your team so your report gets turned in (on time)!