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Python has become the lead instrument for data scientists to collect, clean, and analyze data. As a general-purpose programming language, Python is flexible and well-suited to handle large datasets. This workshop is designed for social scientists, who are interested in using Python but have no idea where to start. Our goal is to “demystify” Python and to teach social scientists how to manipulate and examine data that deviate from the clean, rectangular survey format. This workshop is intended for social scientists who are new to programming. No experience required.
In this workshop, participants will examine a set of visualizations created by a team of faculty, librarians and academic specialists at Michigan State University. Using Michigan State University Library (MSUL) library data, this group can be utilized to explore questions of community and identity in comics culture. Utilizing the MSUL dataset, we will use Flourish to create visualizations that shed light on the patterns linked to comic publishing in the United States. Participants will leave the workshop with a better understanding of how to prepare data, model it in Flourish, and how to access pre-existing datasets here and elsewhere that work with Flourish.
What is the narrative of comic book history in the United States? For some comic scholars, a canon defined by themes such as trauma, memory, and autobiography defines the use way that comics provide particular insight on popular culture. Whatever these debates about comic canon, the form offers an important opportunity. Comic history is also urban history. Comics have played a central role in shaping our collective understanding of urban life. As visual narrative informed by questions of community, consumption, and identity, the comic medium offers an opportunity to think deeply about how the perception and the reality of urban life evolve through comic pages. In this presentation, Julian Chambliss will discuss the potential benefits offered by Collection as Data project developed by a Michigan State University workgroup using Michigan State University Library (MSUL) library metadata. What narratives of comics and community does such a dataset offer to scholars? How can these narratives engage students and scholars to create a greater understanding of comics and culture in the United States? This talk will highlight some potential pathways offered by comic book cities as windows on a wider urban imaginary in the United States.
Stephen S. Mills is an award-winning LGBTQ poet who is a native of Richmond, Indiana. Travis Rountree, assistant professor of English and director of the Writing Program invited Stephen to IU East to read some of his poetry that often refers back to the region. Stephen also visited Dr. Rountree’s Eng-W270 class to talk to the students about growing up in Richmond, how he came out to his family and found his identity, and what inspires him as a writer.
Talking about the needs of IU East at 15 years. Commencement speech for 1986. Also includes campus campaign speeches from Arthur Vivian and Dick Bodiker.
G. Elliott Morris is a data journalist at The Economist and writes mostly about American politics and elections, usually by engaging in a close study of political science, political polling and demographic data. He is responsible for many of The Economist’s election forecasting models, including their 2020 US presidential election forecast.
Textual data are central to the social sciences. However, they often require several pre-processing steps before they can be utilized for statistical analyses. This workshop introduces a range of Python tools to clean, organize, and analyze textual data. It is intended for researchers who are new to working with textual data, but are familiar with Python or have completed the Introduction to Python workshop. Python is best learned hands-on. Python packages: nltk, fuzzywuzzy, re, glob, sklearn, pandas, numpy, matplotlib
Over the past couple of decades, technical models, both statistical, machine learning and combinations of these methods, for forecasting various forms of political conflict, including protest, violent substate conflict, and even coups, have become surprisingly common in policy and NGO communities, particularly in Europe, though not, curiously, in US academia. These methods, working with readily available, if noisy, open source data, use a number of familiar predictive analytical approaches such as logit models in the statistical realm and random forests in the machine learning, and consistently outperform human analysts. This talk will first review the current state of the field, with a particular emphasis on why current models work whereas prior to 2005 there was little consistent success with the problems, and then present some challenges that remain unresolved. The talk will assume familiarity with general social science quantitative approaches, but not with the details of specific technical approaches: lots of graphics, a couple tables, no equations.
In recent years, social scientists have increased their efforts to access new datasets from the web or from large databases. An easy way to access such data are Application Programming Interfaces (APIs). This workshop introduces techniques for working with APIs in Python to retrieve data from sources such as Wikipedia or The New York Times. It is intended for researchers who are new to working with APIs, but are familiar with Python or have completed the Introduction to Python workshop. Python is best learned hands-on. To side step any issues with installation, we will be coding on Jupyter Notebooks with Binder. This means that participants will be able to follow along on their machines without needing to download any packages or programs in advance. We do recommend requesting a ProPublica Congress API key in advance (https://www.propublica.org/datastore/api/propublica-congress-api). This allows participants to run the API script on their own machines.
Helge-Johannes Marahrens is a doctoral student in the department of Sociology at Indiana University. He recently earned an MS in Applied Statistics and is currently working toward a PhD in Sociology. His research interests include cultural consumption, stratification, and computational social science with a particular focus on Natural Language Processing (NLP). Anne Kavalerchik is a doctoral student in the departments of Sociology and Informatics at Indiana University. Her research interests are broadly related to inequality, social change, and technology.
Virtual book event held on October 26, 2020 featuring librarian and author Megan Rosenbloom as she discusses her new book, Dark Archives: A Librarian’s Investigation into the Science and History of Books Bound in Human Skin. The event was cosponsored by the Indiana University School of Medicine’s Ruth Lilly Medical Library and the Indiana Medical History Museum.
This week: More than half a dozen Indiana communities will take the first steps in cleaning up potentially contaminated plots of land, and parts of two Indiana cities have met federal air quality standards but may not be free of health hazards.
This week: We get a first look at which companies are asking IDEM for leniency during the COVID-19 crisis, and people living near the Michigan City Generating Station prepare their response to a coal ash pond clean up plan that could leave behind a legacy of pollution.
This week: Monroe County officials and two environmental groups sue to stop the U.S. Forest Service from implementing a plan they say could pollute Lake Monroe, and changes to a chemical reporting law could allow more companies to be exempt from reporting what chemicals they make near you.
This week: A group of scientists say a family of thousands of persistent and potentially toxic chemicals known as PFAS should be treated as a single chemical class to improve the efficiency and effectiveness of efforts to reduce their harm to human health and the environment, and the EPA wants to know what you think about a plan to cleanup the site of a former coal ash landfill threatening the Indiana Dunes National Park.
This week: Once known for the healing power of its spring-fed spas, the city of Martinsville, Indiana now faces the specter of health threats caused by the contamination of its water supply.
This week: East Chicago residents are concerned the EPA will delist 671 properties from the Superfund National Priorities List before all health threats are removed, and a court has ordered the EPA to reassess whether Porter County meets national air quality standards for ozone.
This week: The EPA finalized a rule that could delay the closure of toxic coal ash ponds in Indiana and elsewhere, and new survey results find that race plays a role in how Hoosiers experience and perceive climate change and its risks.
This week: A coalition of groups from across the nation threaten to sue the EPA unless it reviews flare standards for the first time in three decades, and a Goshen man faces multiple charges for an alleged "green product" scheme targeting Amish investors.
This week: Researchers from Midwestern universities say the region needs to transform its current agricultural system to survive in the current century, and new survey results find a majority of Hoosiers agree on climate change issues once they get past some key points.
This week: A federal court ordered the EPA to ban the sale of three dicamba herbicides after understating the products risks and understating their damage, plus Congress hears how environmental injustice is helping COVID-19 hit some communities much harder than others.
This week: A legal battle between IDEM and the EPA over the air quality designation for a small part of Huntington County could get even more complicated after three groups threaten to sue over supposed inaction, plus an Indiana farmer was one of several witnesses invited to testify about the proposed Growing Climate Solutions Act and other help farmers might need to enter the carbon credit market.
This week: The EPA wants to know what you think about a plan to clean up a toxic Superfund site in Martinsville, a coalition in northwestern Indiana gives out awards for clean air contributions, and, after four years, the Trump administration restarts a committee meant to advise the USDA on ways to keep federal programs available to socially disadvantaged farmers.
This week: Youth activists from West Lafayette want Purdue University to commit to reducing its greenhouse gas emissions, and the IDEM commissioner speaks about the agency's actions during the early days of the COVID-19 pandemic and beyond.
This week: IER's Beth takes a look at complicated legacy of large scale farming in Indiana. It helps farmers stay in business and gets food to stores, but at what cost?
This week: We take at the ArcelorMittal Burns Harbor, LLC steel mill. The facility recently had a big win in air quality, but is also under investigation for how it and its contracted laboratory tests samples of pollutants it dumps into nearby water sources.
This week: EPA's Region 5 is refuting a new report by the EPA's Office of the Inspector General that may have found major record keeping issues, Indianapolis Power & Light has settled a lawsuit alleging Clean Air Act violations at its Petersburg Generating Station, and climate resilience education efforts continue even during the COVID-19 pandemic.
This week: IDEM closes the door on ephemeral streams protection in Indiana, and COVID-19 slows the military's transition to a PFAS-free firefighting foam.
This week: The new owners of several steel mills in Indiana promise a "greener and more socially responsible" future for the facilities, Gov. Eric Holcomb awards six environmental excellence awards and Congress holds a hearing about improving clean energy access and affordability.
This week: The EPA has removed all or parts of 27 Superfund sites, including three Indiana sites, from the National Priorities List. Is the contamination threat at those sites really gone? Plus, an Indiana University professor will chair the EPA's scientific advisory board.
This week: The EPA approved the registration of three dicamba products, despite previous federal court decisions invalidating earlier registrations and a growing number of complaints about the products’ safety. Plus, new research from Purdue University and an international team of researchers finds the same clouds that have helped Indiana feed the world could also be speaking volumes about the effect our actions have on the earth’s climate.
This week: The COVID-19 crisis is making more Hoosiers energy insecure, and Indiana lawmakers discuss a draft bill that could set the foundation for carbon offset trading in the state.
This week: A new EPA proposal seeks to stop air pollution from upwind states like Indiana from crossing into downwind states and contributing to their pollution, and a federal judge ordered the FDA to complete an environmental analysis for genetically engineered salmon raised in Albany, Indiana.
This week: The Office of the Indiana State Chemist is considering some state-specific restrictions on dicamba, and climate activists discuss what steps President-elect Biden should take to combat climate change once he's in office.
Charles Gonzales, former president of the Student National Education Association, describes his role, his decision to move to Washington to work with the youth franchise movement. Included are anecdotes about John Dean, congressional testimony, and post-ratification efforts to register young voters.
Ian MacGowan starts by talking about the year 1968, reactions and protests to the Vietnam War, and the general atmosphere of chaos and anger. He then discusses the atmosphere in Washington, DC, and his involvement with the Youth Franchise Coalition. The interview also covers Ian's political background. A chronology of events specifically related to the 26th Amendment begins with the date June 17, 1970 at 26:42, and reactions to the inclusion in the Voting Rights Act of an amendment to lower the voting age to 18. Ian is then asked to discuss the date June 22, 1970 at 29:02 and reactions to President Nixon's signing of the VRA. At 31:50, Ian is asked to comment on the December 21 Supreme Court ruling in the case Oregon v. Mitchell. At 34:42, there is discussion of the constitutional amendment, and at 37:20, Ian's take on President Nixon signing the amendment. Short Q&A's start at 39:45.
Jerry Springer recounts his involvement with the youth-led effort to lower the voting age in Ohio, his testimony before Congress, and youth political attitudes then and now.
Alan Di Sciullo's account of the beginning of his involvement with the Youth Franchise Coalition, his testimony before Congress, and the legacy of the 18-year-old vote today.
The first part of Paul Myer's (formerly Minarchenko) accounts of his personal history and his relation to the formation of the Youth Franchise Coalition and the Youth Citizenship Fund.
The second part of Paul Myer's (formerly Minarchenko) accounts of his personal history and his relation to the formation of the Youth Franchise Coalition and the Youth Citizenship Fund.
Pat outlines her motivations for getting involved with the youth vote, her activism at the time, the youth vote's path from Congress to Supreme Court to constitutional amendment, and the Nixon signing ceremony.
