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COMMUNITYDATA:HYAK SOFTWARE INSTALLATION Custom modules . Software on Hyak can be outdated, or in some cases, not available at all. In some of these situations, it may be possible to use environment modules to install and run software without necessitating administrative (root) privileges. For example, it is possible to have and run the newest version of R that is installed in a central, shared directory, and it is even possible to STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCE FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
OSX SET UP PYTHON (ANACONDA) To use Anaconda on MacOS, you will primarily use the Anaconda Navigator; It lets you manage the installed python tools, create custom setups, and launch tools like Jupyter. The easiest way to launch the Anaconda Navigator is from inside the Applications folder: The navigator will start up and greet you with a list of installed andavailable tools:
HUMAN CENTERED DATA SCIENCE/DATASETS Use the ISA Explorer to find datasets. Keep in mind the large majority of datasets it will search are drawn from the natural sciences. Many municipalities host public civic data. Two of the best sources are Data.cityofchicago.gov and Data.seattle.gov. If you're interested in using Wikimedia/Wikipedia data, and want to know what's available. COMMUNITYDATASEE MORE ON WIKI.COMMUNITYDATA.SCIENCE INTRO TO PROGRAMMING AND DATA SCIENCE (SUMMER 2020 This class is an introduction into that world. The course is intended to give students an introduction to programming principles, the Python programming language, and data science tools and approaches. However, this is not a computer science class or a statistics class, and no prior programming experience is required or expected. COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Building Successful Online Communities: Evidence-Based Social Design Ebook. If you would like a paper copy, MIT Press sells the book for $35 as a paperback. Amazon has a limited number of hardcover copies available, starting at $23 as of January 2020. WINDOWS TERMINAL NAVIGATION Open a terminal. On Windows 7/8/8.1/10: click on the Start menu (the Windows logo in the lower left corner of the screen) or press the Windows key to open the Start menu, type PowerShell into the Search field directly above the Start menu button, and click on "PowerShell"in
COMMUNITYDATA:HYAK SOFTWARE INSTALLATION Custom modules . Software on Hyak can be outdated, or in some cases, not available at all. In some of these situations, it may be possible to use environment modules to install and run software without necessitating administrative (root) privileges. For example, it is possible to have and run the newest version of R that is installed in a central, shared directory, and it is even possible to STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCE FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
OSX SET UP PYTHON (ANACONDA) To use Anaconda on MacOS, you will primarily use the Anaconda Navigator; It lets you manage the installed python tools, create custom setups, and launch tools like Jupyter. The easiest way to launch the Anaconda Navigator is from inside the Applications folder: The navigator will start up and greet you with a list of installed andavailable tools:
COMMUNITYDATA
The Community Data Science Collective is an interdisciplinary research group made of up of faculty and students at the University of Washington Department of Communication, the Northwestern University Department of Communication Studies, the University of North Carolina School of Information and Library Science, the Carleton College Computer Science Department, and the Purdue University School COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
INTRO TO PROGRAMMING AND DATA SCIENCE (SUMMER 2020 This class is an introduction into that world. The course is intended to give students an introduction to programming principles, the Python programming language, and data science tools and approaches. However, this is not a computer science class or a statistics class, and no prior programming experience is required or expected. HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Building Successful Online Communities: Evidence-Based Social Design Ebook. If you would like a paper copy, MIT Press sells the book for $35 as a paperback. Amazon has a limited number of hardcover copies available, starting at $23 as of January 2020.COMMUNITYDATA:KLONE
Klone is the latest version of hyak, the UW super computing system. We will soon have a larger allocation of machines on Klone than on Mox. The Klone machines have 40 COMMUNITYDATA:HYAK SOFTWARE INSTALLATION Custom modules . Software on Hyak can be outdated, or in some cases, not available at all. In some of these situations, it may be possible to use environment modules to install and run software without necessitating administrative (root) privileges. For example, it is possible to have and run the newest version of R that is installed in a central, shared directory, and it is even possible to PYTHON LOOPS CHEAT SHEET Sometimes you want to keep track of the number of occurrences of something, or a running total, as you loop through a list. To do this, initialize a variable before the for loop that you update inside the for loop: >>> prices = >>> total = 0 >>> forprice in prices:
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and HUMAN CENTERED DATA SCIENCE/DATASETS Other open online datasets and hosting sites . Note: no guarentee that the datasets you find here are licensed for re-use! Make sure to investigate this on your own. WINDOWS TERMINAL NAVIGATION Practice navigating from the terminal . The filesystem on your computer is like a tree made up of folders (also called "directories") and files. The filesystem is divided between drives, each named with a letter; the main drive has a root directory called C:\, and everything on this drive lives in subdirectories of this root directory.. We often navigate the filesystem graphically by COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Your Presence in Class . As detailed in section on case studies and in my detailed page on assessment, your homework in the class is to prepare for cases and case discussion is an important way that I will assess learning.Obviously, you must be in class in order to participate. In the event of an absence, you are responsible for obtaining class notes, handouts, assignments, etc. TWITTER AUTHENTICATION SETUP Get a Twitter Account and Link It to a Mobile Phone A Twitter account. To collect tweets from Twitter, you need a Twitter account. If your Twitter profile doesn't have your current mobile number associated with it, you will need to add your mobile number in order to create your new app as part of the process. OSX SET UP PYTHON (ANACONDA) Download and install Python . We're going to be installing Python using a software collection that includes Python. The collection is called Anaconda.Anaconda includes the Python programming language and a bunch of different pieces of software that are useful for data science and analysis. FINAL SELF REFLECTION Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCE SELF ASSESSMENT REFLECTION Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and HUMAN CENTERED DATA SCIENCE/DATASETS Other open online datasets and hosting sites . Note: no guarentee that the datasets you find here are licensed for re-use! Make sure to investigate this on your own. WINDOWS TERMINAL NAVIGATION Practice navigating from the terminal . The filesystem on your computer is like a tree made up of folders (also called "directories") and files. The filesystem is divided between drives, each named with a letter; the main drive has a root directory called C:\, and everything on this drive lives in subdirectories of this root directory.. We often navigate the filesystem graphically by COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Your Presence in Class . As detailed in section on case studies and in my detailed page on assessment, your homework in the class is to prepare for cases and case discussion is an important way that I will assess learning.Obviously, you must be in class in order to participate. In the event of an absence, you are responsible for obtaining class notes, handouts, assignments, etc. TWITTER AUTHENTICATION SETUP Get a Twitter Account and Link It to a Mobile Phone A Twitter account. To collect tweets from Twitter, you need a Twitter account. If your Twitter profile doesn't have your current mobile number associated with it, you will need to add your mobile number in order to create your new app as part of the process. OSX SET UP PYTHON (ANACONDA) Download and install Python . We're going to be installing Python using a software collection that includes Python. The collection is called Anaconda.Anaconda includes the Python programming language and a bunch of different pieces of software that are useful for data science and analysis. FINAL SELF REFLECTION Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCE SELF ASSESSMENT REFLECTION Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these.COMMUNITYDATA
The Community Data Science Collective is an interdisciplinary research group made of up of faculty and students at the University of Washington Department of Communication, the Northwestern University Department of Communication Studies, the University of North Carolina School of Information and Library Science, the Carleton College Computer Science Department, and the Purdue University School COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. INTERNET RESEARCH METHODS (WINTER 2020) Designing Internet Research COM528 - Department of Communication, University of Washington Instructor: Benjamin Mako Hill (University of Washington) Course Websites: . We will use Canvas for announcements, turning in assignments, and discussion; Everything else will be linked on this page. Course Catalog Description: BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Your Presence in Class . As detailed in section on case studies and in my detailed page on assessment, your homework in the class is to prepare for cases and case discussion is an important way that I will assess learning.Obviously, you must be in class in order to participate. In the event of an absence, you are responsible for obtaining class notes, handouts, assignments, etc. HUMAN CENTERED DATA SCIENCE (FALL 2019) Human Centered Data Science DATA 512 - UW Interdisciplinary Data Science Masters Program - Thursdays 5:00-9:50pm in Thompson Hall room 134. Principal instructor Jonathan T. Morgan (jmo25 at uw dot edu) Co-instructor Yihan Yu Course Website This wiki page isCOMMUNITYDATA:HYAK
If you don't have a preferred terminal-style text editor, you might start with nano -- nano ~/.bashrc, arrow down, paste in the 'source.' text from above, then ^O to save and ^X to exit.You'll know you were successful when you type more ~/.bashrc and see the 'source.' line at the bottom of the file. Copious information about use of a terminal-style text editor is available online INTERPERSONAL MEDIA (FALL 2020)/FINAL PRESENTATION General Information . You won't be surprised to hear that I'm expecting that the final presentations will present your final project for the class.I'm truly not expecting anything extra out of these presentations which is why I've listed the expectations for the presentations and paper in COMMUNITYDATA:HYAK SOFTWARE INSTALLATION Custom modules . Software on Hyak can be outdated, or in some cases, not available at all. In some of these situations, it may be possible to use environment modules to install and run software without necessitating administrative (root) privileges. For example, it is possible to have and run the newest version of R that is installed in a central, shared directory, and it is even possible to FINAL SELF REFLECTION Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. HCDS (FALL 2017)/ASSIGNMENTS For all months with 0 pageviews for a given access method (e.g. desktop-site, mobile-app), that value for that (column, month) should be listed as 0.So for example all values of pagecount_mobile_views for months before October 2014 should be 0, because mobile traffic data is not available before that month.. The final data file should be named: en-wikipedia_traffic_200801-201709.csv COMMUNITYDATASEE MORE ON WIKI.COMMUNITYDATA.SCIENCE HUMAN CENTERED DATA SCIENCE/DATASETS Use the ISA Explorer to find datasets. Keep in mind the large majority of datasets it will search are drawn from the natural sciences. Many municipalities host public civic data. Two of the best sources are Data.cityofchicago.gov and Data.seattle.gov. If you're interested in using Wikimedia/Wikipedia data, and want to know what's available. COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Building Successful Online Communities: Evidence-Based Social Design Ebook. If you would like a paper copy, MIT Press sells the book for $35 as a paperback. Amazon has a limited number of hardcover copies available, starting at $23 as of January 2020. WINDOWS TERMINAL NAVIGATION Open a terminal. On Windows 7/8/8.1/10: click on the Start menu (the Windows logo in the lower left corner of the screen) or press the Windows key to open the Start menu, type PowerShell into the Search field directly above the Start menu button, and click on "PowerShell"in
STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCE PYTHON LOOPS CHEAT SHEET Sometimes you want to keep track of the number of occurrences of something, or a running total, as you loop through a list. To do this, initialize a variable before the for loop that you update inside the for loop: >>> prices = >>> total = 0 >>> forprice in prices:
FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
COMMUNITYDATASEE MORE ON WIKI.COMMUNITYDATA.SCIENCE HUMAN CENTERED DATA SCIENCE/DATASETS Use the ISA Explorer to find datasets. Keep in mind the large majority of datasets it will search are drawn from the natural sciences. Many municipalities host public civic data. Two of the best sources are Data.cityofchicago.gov and Data.seattle.gov. If you're interested in using Wikimedia/Wikipedia data, and want to know what's available. COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Building Successful Online Communities: Evidence-Based Social Design Ebook. If you would like a paper copy, MIT Press sells the book for $35 as a paperback. Amazon has a limited number of hardcover copies available, starting at $23 as of January 2020. WINDOWS TERMINAL NAVIGATION Open a terminal. On Windows 7/8/8.1/10: click on the Start menu (the Windows logo in the lower left corner of the screen) or press the Windows key to open the Start menu, type PowerShell into the Search field directly above the Start menu button, and click on "PowerShell"in
STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCE PYTHON LOOPS CHEAT SHEET Sometimes you want to keep track of the number of occurrences of something, or a running total, as you loop through a list. To do this, initialize a variable before the for loop that you update inside the for loop: >>> prices = >>> total = 0 >>> forprice in prices:
FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
COMMUNITY DATA SCIENCE COLLECTIVE The Community Data Science Collective (or CDSC) is a joint research group of (mostly) quantitative social scientists and designers pursuing research about the organization of online communities, peer production, online communities, and learning and collaboration in social computing systems. We are based at Northwestern University, the COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. PYTHON LOOPS CHEAT SHEET Sometimes you want to keep track of the number of occurrences of something, or a running total, as you loop through a list. To do this, initialize a variable before the for loop that you update inside the for loop: >>> prices = >>> total = 0 >>> forprice in prices:
COMMUNITYDATA:HYAK
CommunityData:Hyak. To use Hyak, you must first have a UW NetID, access to Hyak, and a two factor authentication token which you will need as part of getting setup. The following links will be useful. CommunityData:Klone (for the new hyak nodes). There are a number COMMUNITY DATA SCIENCE WORKSHOPS The Community Data Science Workshops (CDSW) are a series of workshops designed to introduce some of the basic tools of programming and analysis of data from online communities to absolute beginners.. The CDSW has been held six times in Seattle in Spring and Fall 2014 and Spring 2015. So far, dozens of people have volunteered their weekends to teach hundreds of people to program in Python, toCOMMUNITYDATA:KLONE
Klone is the latest version of hyak, the UW super computing system. We will soon have a larger allocation of machines on Klone than on Mox. The Klone machines have 40 FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
DETECTING AT-RISK SOFTWARE INFRASTRUCTURE In the paper—coauthored with Benjamin Mako Hill—we describe a general approach for detecting “underproduced” software infrastructure that consists of five steps: (1) identifying a body of digital infrastructure (like a code repository); (2) identifying a measure of quality (like the time to takes to fix bugs); (3) identifying a measure of importance (like install base); (4)specifying
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
COMMUNITYDATASEE MORE ON WIKI.COMMUNITYDATA.SCIENCE HUMAN CENTERED DATA SCIENCE/DATASETS Use the ISA Explorer to find datasets. Keep in mind the large majority of datasets it will search are drawn from the natural sciences. Many municipalities host public civic data. Two of the best sources are Data.cityofchicago.gov and Data.seattle.gov. If you're interested in using Wikimedia/Wikipedia data, and want to know what's available. COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Building Successful Online Communities: Evidence-Based Social Design Ebook. If you would like a paper copy, MIT Press sells the book for $35 as a paperback. Amazon has a limited number of hardcover copies available, starting at $23 as of January 2020. WINDOWS TERMINAL NAVIGATION Open a terminal. On Windows 7/8/8.1/10: click on the Start menu (the Windows logo in the lower left corner of the screen) or press the Windows key to open the Start menu, type PowerShell into the Search field directly above the Start menu button, and click on "PowerShell"in
STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCE PYTHON LOOPS CHEAT SHEET Sometimes you want to keep track of the number of occurrences of something, or a running total, as you loop through a list. To do this, initialize a variable before the for loop that you update inside the for loop: >>> prices = >>> total = 0 >>> forprice in prices:
FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
COMMUNITYDATASEE MORE ON WIKI.COMMUNITYDATA.SCIENCE HUMAN CENTERED DATA SCIENCE/DATASETS Use the ISA Explorer to find datasets. Keep in mind the large majority of datasets it will search are drawn from the natural sciences. Many municipalities host public civic data. Two of the best sources are Data.cityofchicago.gov and Data.seattle.gov. If you're interested in using Wikimedia/Wikipedia data, and want to know what's available. COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Building Successful Online Communities: Evidence-Based Social Design Ebook. If you would like a paper copy, MIT Press sells the book for $35 as a paperback. Amazon has a limited number of hardcover copies available, starting at $23 as of January 2020. WINDOWS TERMINAL NAVIGATION Open a terminal. On Windows 7/8/8.1/10: click on the Start menu (the Windows logo in the lower left corner of the screen) or press the Windows key to open the Start menu, type PowerShell into the Search field directly above the Start menu button, and click on "PowerShell"in
STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCE PYTHON LOOPS CHEAT SHEET Sometimes you want to keep track of the number of occurrences of something, or a running total, as you loop through a list. To do this, initialize a variable before the for loop that you update inside the for loop: >>> prices = >>> total = 0 >>> forprice in prices:
FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
COMMUNITY DATA SCIENCE COLLECTIVE The Community Data Science Collective (or CDSC) is a joint research group of (mostly) quantitative social scientists and designers pursuing research about the organization of online communities, peer production, online communities, and learning and collaboration in social computing systems. We are based at Northwestern University, the COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. PYTHON LOOPS CHEAT SHEET Sometimes you want to keep track of the number of occurrences of something, or a running total, as you loop through a list. To do this, initialize a variable before the for loop that you update inside the for loop: >>> prices = >>> total = 0 >>> forprice in prices:
COMMUNITYDATA:HYAK
CommunityData:Hyak. To use Hyak, you must first have a UW NetID, access to Hyak, and a two factor authentication token which you will need as part of getting setup. The following links will be useful. CommunityData:Klone (for the new hyak nodes). There are a number COMMUNITY DATA SCIENCE WORKSHOPS The Community Data Science Workshops (CDSW) are a series of workshops designed to introduce some of the basic tools of programming and analysis of data from online communities to absolute beginners.. The CDSW has been held six times in Seattle in Spring and Fall 2014 and Spring 2015. So far, dozens of people have volunteered their weekends to teach hundreds of people to program in Python, toCOMMUNITYDATA:KLONE
Klone is the latest version of hyak, the UW super computing system. We will soon have a larger allocation of machines on Klone than on Mox. The Klone machines have 40 FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
DETECTING AT-RISK SOFTWARE INFRASTRUCTURE In the paper—coauthored with Benjamin Mako Hill—we describe a general approach for detecting “underproduced” software infrastructure that consists of five steps: (1) identifying a body of digital infrastructure (like a code repository); (2) identifying a measure of quality (like the time to takes to fix bugs); (3) identifying a measure of importance (like install base); (4)specifying
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
COMMUNITYDATASEE MORE ON WIKI.COMMUNITYDATA.SCIENCE HUMAN CENTERED DATA SCIENCE/DATASETS Use the ISA Explorer to find datasets. Keep in mind the large majority of datasets it will search are drawn from the natural sciences. Many municipalities host public civic data. Two of the best sources are Data.cityofchicago.gov and Data.seattle.gov. If you're interested in using Wikimedia/Wikipedia data, and want to know what's available. COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
INTRO TO PROGRAMMING AND DATA SCIENCE (SUMMER 2020 This class is an introduction into that world. The course is intended to give students an introduction to programming principles, the Python programming language, and data science tools and approaches. However, this is not a computer science class or a statistics class, and no prior programming experience is required or expected. HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. WINDOWS TERMINAL NAVIGATION Open a terminal. On Windows 7/8/8.1/10: click on the Start menu (the Windows logo in the lower left corner of the screen) or press the Windows key to open the Start menu, type PowerShell into the Search field directly above the Start menu button, and click on "PowerShell"in
STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCEBENEFITS OF QUANTITATIVE RESEARCHTYPES OF QUANTITATIVE RESEARCH PDFIMPORTANCE OF QUANTITATIVE RESEARCHTYPES OF QUANTITATIVE RESEARCH STUDYPURPOSE OF QUANTITATIVE RESEARCHQUANTITATIVE RESEARCH DEFINITION FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
COMMUNITYDATASEE MORE ON WIKI.COMMUNITYDATA.SCIENCE HUMAN CENTERED DATA SCIENCE/DATASETS Use the ISA Explorer to find datasets. Keep in mind the large majority of datasets it will search are drawn from the natural sciences. Many municipalities host public civic data. Two of the best sources are Data.cityofchicago.gov and Data.seattle.gov. If you're interested in using Wikimedia/Wikipedia data, and want to know what's available. COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
INTRO TO PROGRAMMING AND DATA SCIENCE (SUMMER 2020 This class is an introduction into that world. The course is intended to give students an introduction to programming principles, the Python programming language, and data science tools and approaches. However, this is not a computer science class or a statistics class, and no prior programming experience is required or expected. HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. WINDOWS TERMINAL NAVIGATION Open a terminal. On Windows 7/8/8.1/10: click on the Start menu (the Windows logo in the lower left corner of the screen) or press the Windows key to open the Start menu, type PowerShell into the Search field directly above the Start menu button, and click on "PowerShell"in
STRUCTURE OF A QUANTITATIVE EMPIRICAL RESEARCH PAPERSEE MORE ON WIKI.COMMUNITYDATA.SCIENCEBENEFITS OF QUANTITATIVE RESEARCHTYPES OF QUANTITATIVE RESEARCH PDFIMPORTANCE OF QUANTITATIVE RESEARCHTYPES OF QUANTITATIVE RESEARCH STUDYPURPOSE OF QUANTITATIVE RESEARCHQUANTITATIVE RESEARCH DEFINITION FINAL SELF REFLECTION Final self reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
COMMUNITYDATA
The Community Data Science Collective is an interdisciplinary research group made of up of faculty and students at the University of Washington Department of Communication, the Northwestern University Department of Communication Studies, the University of North Carolina School of Information and Library Science, the Carleton College Computer Science Department, and the Purdue University School COMMUNITYDATA:RESOURCES Community Data Science Lab (NU) Pandemic research plan — Pandemic research plan for CDSC NU created as part of Northwestern's response to the COVID-19 pandemic. CommunityData:General examinations motivating questions — A set of questions borrowed and adapted from Jennifer Turns that are a useful ways to start preparing for generalexaminations.
INTRO TO PROGRAMMING AND DATA SCIENCE (SUMMER 2020 This class is an introduction into that world. The course is intended to give students an introduction to programming principles, the Python programming language, and data science tools and approaches. However, this is not a computer science class or a statistics class, and no prior programming experience is required or expected. HUMAN CENTERED DATA SCIENCE Human Centered Data Science (HCDS) is a course offered by the University of Washington eScience Institute as part of the core curriculum for the Master of Science in Data Science program as DATA 512, and hosted by the Department of Human Centered Design and Engineering.The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and COMMUNITY DATA SCIENCE LAB (UW) The Community Data Science Collective uses two rooms at UW. The Community Data Science Lab in CMU 306 and the Community Data Science Meeting Room in CMU 333. Everybody in the CDSC at UW has their desk in the lab. This includes Benjamin Mako Hill does not have a separate faculty office. If you are looking for someone check the lab first. COMMUNITY DATA SCIENCE WORKSHOPS The Community Data Science Workshops (CDSW) are a series of workshops designed to introduce some of the basic tools of programming and analysis of data from online communities to absolute beginners.. The CDSW has been held six times in Seattle in Spring and Fall 2014 and Spring 2015. So far, dozens of people have volunteered their weekends to teach hundreds of people to program in Python, to BUILDING SUCCESSFUL ONLINE COMMUNITIES (SPRING 2021 Building Successful Online Communities: Evidence-Based Social Design Ebook. If you would like a paper copy, MIT Press sells the book for $35 as a paperback. Amazon has a limited number of hardcover copies available, starting at $23 as of January 2020. PYTHON LOOPS CHEAT SHEET Sometimes you want to keep track of the number of occurrences of something, or a running total, as you loop through a list. To do this, initialize a variable before the for loop that you update inside the for loop: >>> prices = >>> total = 0 >>> forprice in prices:
WINDOWS SET UP PYTHON (ANACONDA) The first option should be called "Jupyter Notebook". Click that to open Jupyter. After a few seconds, you'll see a new tab open in your default browser. It will look something like this: If for some reason you don't see something in your browser, let a mentor know. To close Anaconda, right click on the Jupyter icon in task bar, and select SELF ASSESSMENT REFLECTION Self Assessment Reflection. Answer the following questions about your learning and participation thus far. Please note that there are a lot of questions. I am not expecting extensive essays for these. Some may be answered in a single sentence, while others may inspire moredetail.
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From CommunityData
Jump to:navigation, searchCDSC members at
the CDSC group retreat in May 2020 (pandemic virtual edition). Left to right by
row, starting at top: Tommy, Emilia, Jeremy, Sejal, Sohyeon, Aaron, Carl, Charlie (w/ cat), Regina, Kaylea, Floor, Nate, Gabrielle, Nick,Salt, Mako.
The COMMUNITY DATA SCIENCE COLLECTIVE is an interdisciplinary research group made of up of faculty and students at the University of Washington Department of Communication , the Northwestern University Department of Communication Studies,
the University of North Carolina School of Information and Library Science , the Carleton College Computer Science Department , and the Purdue University School of Communication.
We are social scientists applying a range of quantitative and qualitative methods to the study of online communities. We seek to understand both how and why some attempts at collaborative production — like Wikipedia and Linux — build large volunteer communities and high quality work products. Our research is particularly focused on how the design of communication and information technologies shape fundamental social outcomes with broad theoretical and practical implications — like an individual’s decision to join a community, contribute to a public good, or a group’s ability to make decisions democratically. Our research is deeply interdisciplinary, most frequently consists of “big data” quantitative analyses, and lies at the intersection of communication, sociology, and human-computer interaction.COURSES
In addition to research, we teach classes and run workshops. Some of that work is coordinated on this wiki. A more detailed lists of workshops and teaching material on this wikis is on our Workshops and Classes page. In this page, we only list ongoing classes and workshops. UNIVERSITY OF WASHINGTON COURSES * COM482: INTERPERSONAL MEDIA: ONLINE COMMUNITIES — A course on online communities and computer mediated communication with an emphasis on learning from research in social psychology, sociology, and behavioral economics taught by Benjamin Mako Hill . * COM528: INTERNET RESEARCH METHODS — A MA/PhD class offering a survey of several Internet research methods taught by Benjamin MakoHill .
NORTHWESTERN COURSES * HISTORY AND THEORY OF INFORMATION — We live in an information age, with computers of unprecedented power in our pockets. This course seeks to understand how information shapes our lives today, and how it has in the past. It does so via an interdisciplinary inquiry into four technological infrastructures of information and communication—print, wires, airwaves, and bits. Co-taught by Aaron Shaw and Daniel Immerwahr.
PUBLIC DATA SCIENCE WORKSHOPS Click here for details and to sign up for announcements about upcoming Community Data Science Workshops in Seattle. COMMUNITY DATA SCIENCE WORKSHOPS — The Community Data Science Workshops (CDSW) are a series of workshops designed to introduce some of the basic tools of programming and analysis of data from online communities to absolute beginners. The CDSW have been held six times in Seattle between 2014 and 2020. So far, more than 100 people have volunteered their weekends to teach more than 500 people to program in Python, to build datasets from Web APIs, and to ask and answer questions using these data.*
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RESEARCH RESOURCES
If you are a member of the collective, perhaps you're looking for CommunityData:Resources which includes details on email, TeX templates, documentation on our computingresources, etc.
RESEARCH NEWS
Follow us as @comdatasci on Twitter and subscribe to the Community Data Science Collective blog.
Recent posts from the blog include: * TOR USERS: AN UNTAPPED RESOURCE FOR WIKIPEDIA?Like everyone else,
Internet users who protect their privacy by using the anonymous browsing software Tor are welcome to read Wikipedia. However, when Tor users try to contribute to the self-described “encyclopedia that anybody can edit,” they typically come face-to-face with a notice explaining that their participation is not welcome. Our new paper—led by Chau … Continue reading "Tor users: An untapped resource for Wikipedia?" — Benjamin Mako Hill http://mako.cc 2020-05-22 * COVID-19 DIGITAL OBSERVATORY AWARDED OPEN INNOVATION GRANT FROM PROTOCOL LABS RESEARCH Last week, Protocol Labs Research announced their COVID-19 Open Innovation Grant recipients and we thrilled to announce that the Community Data Science Collective’s COVID-19 Digital Observatory is among the awarded projects! Protocol Labs works to improve internet technologies through open source protocols, systems, and tools. The organization initially grew out of efforts to apply blockchain … Continue reading "COVID-19 Digital Observatory awarded Open Innovation Grant from Protocol Labs Research" — Aaron Shaw http://aaronshaw.org 2020-05-22 * WHAT DO PEOPLE DO WHEN THEY EDIT WIKIPEDIA THROUGH TOR? A paper recently published at CSCW describes the results of a forensic qualitative analysis of contributions made to Wikipedia through the anonymous browsing system Tor. The project was conducted collaboratively with researchers from Drexel, NYU, and the University of Washington and complements a quantitative analysis of the same data we also published to provide a…
Continue reading "What do people do when they edit Wikipedia throughTor?"
— kaylea 2020-05-22 * SOHYEON HWANG AWARDED NSF GRADUATE RESEARCH FELLOWSHIP Congratulations to Sohyeon Hwang who has been awarded a Graduate Research Fellowship by the U.S. National Science Foundation! — Community Data Science Collective https://communitydata.cc/2020-04-18
ABOUT THIS WIKI
This is open to the public and hackable by all but mostly contains information that will be useful to collective members, their collaborators, people enrolled in their projects, or people interested in building off of their work. If you're interested in making a change or creating content here, generally feel empowered to Be Bold . If things don't fit, somebody who watches this wiki will be in touch. This is mostly a normal MediaWiki although there are a fewthings to know:
* There's a CAPTCHA enabled. If you create an account and then contact any collective member with the username (on or off wiki), they can turn the CAPTCHA off for you. * Extension:Math is installed so you can write math here. Basically you just add math by putting TeX insideRetrieved from
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