Course Policies

Shared Expectations for this Class

Preparation and Pacing

This class is a broad overview of the field of network analysis, and skills for visualizing networks and analyzing network data. We will cover a lot of information during the semester, and you will have many opportunities to practice these skills, discuss ethical aspects of network analysis with your peers, and collaborate on projects. Some of you may be entering the classroom with more advanced prior knowledge of these topics, while others may be encountering these concepts for the first time. Group learning, coding, and discussion are key aspects of this course. This means that we all need to do our part to be prepared for each class, and to foster a positive and inquisitive learning environment.

In between classes you should:

  • Review your notes from class
  • Read relevant portions of your textbook or any online readings
  • Refer to this site for updates to the schedule
  • DO NOT wait until the last minute to begin your final project
  • Proofread your writing and coding assignments
  • EMAIL your instructor with any questions. Ask lots of questions!

Each class must create its own learning community as the result of shared efforts on the part of all members. It is your responsibility as a member of this learning community to help your fellow students by attending class and turning in assignments on time. If you must miss a class or turn in an assignment late, please let me know beforehand so that we may work out a way for you to make up the work. You do not need a doctor’s note or other written excuse, but please let me know if there are special circumstances that may prevent you from completing a large amount of coursework.

Attendance & Participation

Good participation should be understood as consistent and thoughtful contribution to the classroom community, an engagement with course materials and conversations, and a general responsiveness to (and respect for) one’s fellow students and instructor. This isn’t an accounting of how often you speak in class. Instead, it’s about what you offer to the intellectual life of the class, and everyone contributes to this on-going work in different ways.

You can miss 3 class sessions without penalty, and you don’t need to contact me if you have missed or will miss a class. This is a generous policy that should cover absences due to illness, sports, academic trips, interviews, etc. If you have a special case, such as having to isolate due to COVID, contact me as soon as possible.

However, if you miss more than 3 classes, you will be marked down one grade “step” for each additional class missed. (For example, if you miss four classes and your final grade is 90% (A-), your fourth absence will cause you to have a B+ instead.) Excessive absences may also affect your participation grade.

Though you’re not required to, you can always reach out to me or a classmate to find out what you missed. We’re all in this together, and I’ll do my best to make sure no one falls behind.

Lateness and Extensions

All assignments are due by the time listed on the prompt. I know that things don’t always go according to plan. If you need an extension, simply ask for one (by email), and you’ll almost always receive it. You don’t need an excuse to receive an extension!

However, you must ask for the extension at least 24 hours before the assignment deadline. When you email about an extension, please propose a new deadline for the assignment (a good rule of thumb is 2 or 3 days after the original deadline). Any work received late without an agreed-upon extension will be penalized one point per day.

But keep in mind: I cannot accept any assignment more than one week late. Assignments more than one week late will receive a 0.

Longer Absences

The guidelines above apply to typical short absences (missing just one class in a row and catching up on work as normal). However, I recognize that COVID and other issues may lead to an extended absence, when you might be out of class for several classes in a row, or even a week or more.

In these cases, it’s your responsibility to contact me as soon as you know you’ll be out. Let me know how long you expect the absence to be, and we can talk through what some of the expectations will be during this time and how you will complete the work.

It’s important that you attend class as much as you can, but it’s also important that you stay home if you’re sick and get the care you need. We can work on this balance together, and if you have any questions you can always ask me!

Instructor Absence

If I have to miss class due to illness or any other reason, I will let you know as soon as possible via email. I’ll also post any relevant materials on Sakai or on this website, and my email will let you know what you need to do. It’s a good idea to check your email at least once a day, since that’s the primary way I’ll keep in touch about any changes to the schedule.

Academic Honesty and Integrity

In this course, as in all courses, you are expected to adhere to W&J’s standards of academic honesty and integrity. You should refer to the College Catalog on MyW&J for the details of this policy and how cases of academic misconduct are handled.

In general, when completing writing assignments, ensure all work is your own, and give credit where it is due in your citations. Likewise do not collaborate on quizzes, tests, or homework assignments unless explicitly granted permission. If you have any concerns about whether you might have plagiarized (e.g., if you’re not sure about some particular rule), please get in touch with me immediately—I will gladly discuss the matter with you.

Academic Honesty & Coding

These standards of academic integrity apply to coding as well as other kinds of classwork. Citation isn’t just for papers! It’s very common, and perfectly permissible, to borrow code snippets from a classmate or from somewhere online. When you do, make sure to include a note in your code’s comments about where the code came from. Not only will this let you give appropriate intellectual credit and avoid plagiarism, it will also help you remember what you were trying to do when you revise your code later.

Names and Pronouns

Everyone has the right to be addressed as they feel most comfortable. It’s hard to learn if you cringe every time I call on you or address you in communication. I will ask everyone at the beginning of the semester to tell me their preferred name, pronunciation, and the pronouns they use. I will do my very best to get it right. Please do not feel the need to change your name or pronouns to “make it easy” for me, and please correct me if I get it wrong! This policy goes for everyone—use the names and pronouns dictated by the person to whom they belong. Also, our personal growth does not always align with the semester system: If your name or pronoun changes part way through the class, please send me an update!

Class Technology

Please be respectful with your use of laptops and technology in class. I request that you only use them for class related purposes, as I and others may find them distracting (For example, no email or social media should be open in your browser tabs!). Cell phones should be kept silent and put away, and you can expect the same from me.

Important Resources for this Class and Your College Journey

CIS PAL Tutors

The CIS department has its own PAL tutors: they’re available to help Sunday–Thursday evenings from 7–10pm in the CIS Lounge on the second floor of the Tech Center. (I’ll post more detailed tutor bios and schedules on Sakai.)

All the CIS PAL tutors are students who’ve taken multiple CIS classes before and/or have lots of knowledge about Python and data analysis. They’re a great resource, and they’re there to help you! I encourage you to take advantage of their expertise when you have questions or need help.

Mental Health

What we do in college is not easy, on many fronts. Students are challenged with feelings of depression, anxiety, and self harm at astonishingly high rates. Learning is hard, and you will likely be challenged in college in ways that you haven’t experienced before. Learning while life is hard is even harder. Please take care of yourself. Drink water, eat well, and get more than seven hours of sleep. Have some hobbies, but don’t feel the need to do everything. If you are feeling depressed, withdrawn, anxious, like an impostor, or you are having specific problems with harassment, assault, bias, etc., please seek help. There are many resources on campus, and my door and email are always open.

W&J’s Student Health and Counseling Center offers confidential counseling services:

Disability Support Services

Washington & Jefferson College is committed to providing academic accommodations for students with disabilities. This includes individuals with physical disabilities, learning disabilities, and mental health disorders that meet the definition of a disability under the Americans with Disabilities Act. Students who plan to request accommodations should contact the Director for Academic Success as early as possible, although requests may be made at any time. To determine whether you qualify for accommodations, or if you have questions about services and procedures, please call 724-223-6008 or send an email to

W&J Library

I highly recommend that you make use of the W&J Library resources while navigating your work this semester. That includes not only primary literature, access to databases, and book references, but also the friendly members of the library staff. They are excellent resources for finding information efficiently, or learning what you can access through W&J subscriptions that might not be freely available on the internet. The W&J Library page for CIS is

Writing Center

Staffed by student Peer Writing Tutors, the Writing Center is a free resource available to all W&J students. Writing Tutors from many majors help writers one-on-one in all phases of the writing process, from deciphering assignments, to discussing ideas, to developing an argument, to finalizing a draft. Because proofreading is a last step in that process, you should leave plenty of time (like at least a week) for getting your ideas right before expecting proofreading help. Consultants also can help writers with personal documents, like job and internship applications. The Center welcomes student writers with all varieties of backgrounds and college preparation, including multilingual writers. Please visit the Writing Center’s page ( on MyW&J for specific information regarding hours of availability and how to schedule an appointment.

All documents provided to you (i.e. syllabus, paper prompts, tests, etc…) are the property of the instructor or author. It is a violation of intellectual property to post these online (especially to websites promoting copying/cheating) or to provide them to students not in our class or in future classes. Your papers are your property, and while you can do with them as you wish, it may be a violation of academic integrity to make them available to others who might use them for plagiarism. Basically, keep course materials and your work to yourself except in the process of editing and peer review.

Inclusion and Diversity

This course is open to anyone interested in network analysis. It is my intent to make all students feel welcome and served in this course by addressing their learning needs. We all (including myself) are continuously learning about different lived experiences and in this course we will encounter anti-racist pedagogy and confront inequities in how data is collected and used. In this course, if you encounter anything said (intentionally or unintentionally) that made you feel uncomfortable, please talk to me about it. If your learning is impacted by your background, or any life event going on outside of class, feel free to talk to me. Even if you choose not to share details, I would be happy to direct you to the right resources on campus.

This semester we will address topics which may be emotionally difficult. I acknowledge that each of you has their own specific life history, family context, identity, body—and that these realities have an impact on how you understand and interact with our course materials. Therefore, I ask you to generally familiarize yourself with the content of our discussions ahead of time, and if for any reason you believe you will be unable to participate in a discussion of certain themes or elements, please contact me beforehand and/or seek the support of any of the formal or informal resources available to you on campus, some of which are included in this syllabus. I look forward to creating a safe learning environment together this semester!

Grading Scale

Letter Grade Point Total
A 93-100
A- 90-92
B+ 87-89
B 83-86
B- 80-82
C+ 77-79
C 73-76
C- 70-72
D+ 67-69
D 63-66
D- 60-62
F <60