Visualizing the Past: From Paintbrush to Keyboard

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The disciplines of the humanities have been around for centuries. They have grown and changed over time adapting to new technologies. In particular, the study of the humanities were most impacted by the invention of the printing press and, over 500 years later, the invention of the computer. These two inventions changed the ways that humanists do their work.

The invention of the printing press made it much easier for scholars to share textual information in ways that had previously been impossible. The computer did not initially help scholars to share information but it helped them to analyze information that came from historic texts. For example, according to A Companion to Digital Humanities, a group of scholars used computers to analyze the “Federalist Papers in an attempt to identify the authorship of the twelve disputed papers.” This was a typical use of early computing technology by humanists.

Up until the early 1990s, computing was not a resource available to everyone. The advent of the affordable personal computer changed the way that humanists do their work in many ways from word processing to electronic mail. Even though personal computers had only been readily available for ten years at the time A Companion to Digital Humanities was written, the authors already saw the personal computer as “a necessity of scholarly life.”

The computer was not just a necessity for its ability to compute and analyze old texts but after the internet was live the collaborative nature of the internet-capable computer became its greatest advantage.The Internet “made it possible to carry out collaborative projects in a way that was never possible before. The simple ability for people in different places to contribute to the same document collections was a great advance on earlier methods of working.” This is important to digital historians because collaboration is integral to our craft. The internet has become such a fixture that students today look to the internet and its search engines as their first place of inquiry on a new topic or idea.

Starting with Apple’s graphic interface, scholars began to use computers and new software to help visualize data. Humanists have always been eager to visualize the data that they capture. This article from The Atlantic shows how humanists were visualizing data in the 1870s. The graphic depictions of data are aesthetically pleasing and rich with color. These graphics are great, but a personal computer with its graphic interface allows humanists to take visualization to the next level. Looking at old maps alongside historic photographs requires much imagination to visualize. However, with the help of technology, we can dump that same information into software that will create a visualization that requires little imagination and can be shared with the masses. Now historians can create three-dimensional tours of ancient cities by using “authentic historical archival maps and survey records” while also “cross-referencing against paintings from around the time.”

Personal computers also allow historians to data mine voluminous amounts of text to dig for trends or patterns in historical documents. The Old Bailey Online project allows historians to dig through twenty-five million words worth of proceedings from “197,745 criminal trials held at London’s central criminal court.” The Old Bailey project claims that this is “the largest body of texts detailing the lives of non-elite people ever published.” The possibilities of what you can do with a resource like this are vast as we learn in “Data Mining with Criminal Intent.” Dan Cohen and his team show us how “integrated tools make broader historical phenomena likewise visible.”

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Google News Archive and the Fragility of Digital Resources

In my last blog post I claimed that Google News Archive “is the gold standard for digital newspaper research in Spokane.” It is the single most valuable resource I have used in my research of Spokane but unfortunately, as of sometime last week, it is broken. The keyword search function that used to pull relevant articles from the depths of the historical newspaper abyss can no longer save me from the microfilm reader. For example, when researching an infamous safe cracksmen named Clarence Miles, a simple keyword search for “Clarence Miles Spokane” used to turn up an abundance of articles. Now, just two articles surface. Fortunately the papers are still browseable on Google News Archive so if you have a link to a specific Spokane newspaper article on the archive it should still function.

I was frustrated and saddened when I learned this and I was not alone in my frustration. Historian Dr. Larry Cebula reacted to the news by using Twitter to ask Google’s CEO Sundar Pichai to help solve the problem:

Although this is a major setback, we will certainly survive. A researcher in Wisconsin said the loss of Google News Archive search function “was like going from playing chess on the internet to playing chess via the U.S. Postal Service.” It will slow us down, but it will not stop us. This is also a valuable learning experience. We, as digital historians, must remember how fragile our digital resources can be. The Utah Digital Newspaper program, one of the most successful newspaper digitization projects in the country, has relied heavily on grants and donations to do their work. In an article about the program, John Herbert and Karen Estlund explain that the UDN has raised “an impressive $2.5 million, but our needs continue to exceed our resources.” This shows just how difficult and expensive it is to digitize newspapers and most importantly, to make them searchable.

Making newspapers searchable requires good scans of quality newspapers and OCR technology to read the papers. As we know, OCR is not a perfect technology, “It averages 70 percent, according to our own survey,” explains Herbert and Estlund. Furthermore, UDN has “two people separately transcribe the masthead and article headlines and subheadings” to insure that they are as accurate as possible for good searchability. This is wonderful quality control, but not all institutions have the extensive resources of UDN. So how can smaller institutions or even individual scholars complete laborious tasks that do not require a trained expert to complete them? The answer is crowdsourcing.

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According to the Digital Humanities Network at the University of Cambridge crowdsourcing is a method of “creating or mobilising online communities of volunteers to assist them in their research.” This “assistance” can take many forms but volunteers are mostly utilized to do tasks that “computers cannot yet do effectively.” The Washington State Digital Archives has a crowdsourcing project to help the archives index its records. The program is called Scribe and it has been successful. You can sign up for it here and get started with some indexing.

Unfortunately not all crowdsourcing projects are successful. Historian Dr. Larry Cebula points out some of the flaws in Flickrs crowdsourcing effort. He analyzes one photograph in particular that has a lot of metadata added by users but none of it “contains useful historical information to give context or help us understand the photograph.”

It looks like “the crowd” does not always do tasks the way we had hoped. Nonetheless we should not be discouraged from initiating well thought out crowdsourcing projects in the future. They save time, energy, and resources when they are executed effectively.

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Working on Audio for Digital History Projects

Tonight in class we made a little podcast out of an interview from the Voices of the Pioneers oral histories on the Washington State Digital Archives. Here is what I put together:

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Doing History in My Pajamas: Digital Resources for Local Historians

library_books_mouseAs local and regional historians we tend to have the luxury of being relatively close to the primary sources we need to do history. Each city or region is inevitably different and in turn will have different resources available to historians. Before a local or regional historian can dive into a project he or she needs to become familiar with the resources that are available in the area of study. In this post I will provide local researchers in the Inland Northwest with a variety of resources that could be valuable as you get to digging.

As Spokanites or Inland Northwesterners we are quite fortunate to have a robust traditional source base. We can access a number of local museums, archives, and libraries that have a wide variety of different primary and secondary sources that could be useful. Researchers can visit the Eastern Region Branch of the Washington State Archives, Northwest Museum of Arts and Culture/Eastern Washington State Historical Society, and the Ned Barnes Northwest Room just to name a few. All three of these institutions have engaged archivists that will be happy to help you with research questions over the phone or by email. But ultimately you will likely need to make a trip down to these locations in order to do the actual research. There will be times where this type of in-person research is necessary in order to find what you are looking for. However, in our increasingly digital environment, we can do much of the research we need from the comfort of our own homes, and pajamas.

Digital resources are very valuable but they are kept in a number of different repositories that have different websites, unique user interfaces, and varied levels of searchability. There are some efforts to aggregate all of these digital resources into a single digital public library. The project with the most traction is the Digital Public Library of America. In an article preceding its launch in 2013, historian and librarian Robert Darnton explains that the “DPLA will be a distributed system of electronic content that will make the holdings of public and research libraries, archives, museums, and historical societies available, effortlessly and free of charge, to readers located at every connecting point of the Web.” This a wonderful idea and if it is successful will provide a central point for historians to start their digital research.

It sounds great, but unfortunately it it is not an easy task. The DPLA faces some substantial legal challenges involving copyright. The original pioneer of a national public library, Google Books, was stopped in its tracks by copyright laws. Furthermore, the DPLA’s success relies entirely on the cooperation of local and regional institutions. As Darnton explain, “expansion, at the local or global level, depends on the ability of libraries and other institutions to develop their own digital databases—a long-term, uneven process that requires infusions of money and energy.” The DPLA has made huge strides in the past few years but it will still be some time until the DPLA’s search engine is our key to all digital resources.

In the meantime, we will have to continue to work with each individual institution or repository’s digital collection and this requires that we be flexible and willing to learn. I will give a brief introduction to the three digital resources that I find to be most useful for local historians working in Spokane, Washington.

Google News Archive: This is the gold standard for digital newspaper research in Spokane. Google has digitized long runs of all of the major newspapers and many of the smaller papers that were printed in Spokane. You can find articles as old as 1883 and as recent as 2007. You can browse each individual newspaper by day or you can search using keywords. The problem with Google News is that the user interface is awful at best. The search function is miserably underpowered and cannot search within a particular newspaper but only within the entire newspaper database. This means that if you intend to do a search for segregation in Spokane, you must put the words “Spokane segregation” into the search. If you only put “segregation” you will get results from all newspapers in the database. This can make finding articles on certain topics in your geographic location challenging. Nonetheless Google News Archive is still the most robust online newspaper resource for Spokane. You just need to get comfortable navigating it.

Washington State Digital Archives: This is the most valuable resource for locating and viewing government documents created by government agencies within Washington State. This includes records created by cities, counties, and the state. As historians we often want to find “official” records like birth, death, marriage, and naturalization records. These help us to ground the sources we have found in newspapers or elsewhere. The Washington State Digital Archives also holds a variety of other resources like photographs and oral histories. The problem with the site is very similar to my criticism of Google News. It is a little cumbersome and challenging to navigate and search the site. But once you are comfortable with it, you will drive rather smoothly through the interface.

Northwest Museum of Arts and Culture, Online Collections: This digital collection is just getting started. The museum began digitizing its photograph collection over a year ago and has made considerable headway on the efforts. The museum’s photograph collection is likely the largest in town, second only to the Spokesman-Review, and now you can search the majority of it online. Unfortunately the photos are not in the public domain so you cannot use them freely as you wish. However, the museum has a reasonable rights and reproduction policy for students and scholars when you need permission to publish. Even though the photos are not in the public domain, they can still be useful for research purposes.

This was just a few of the many resources available to local and regional historians in Spokane but as you can see, doing history in your pajamas is as real a possibility as it ever has been in the past.

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Oral History: Providing a Voice from the Bottom Rail

Oral histories are a valuable resource for historians. They provide first person accounts of the past as they are remembered by the individual that experienced them. As historians we often yearn for a first person voice for the people we are studying so that we can more effectively give them life and agency. Sometimes oral histories hold exactly what we are looking for.

According to an article from History Matters, initially oral histories “tended to focus on the lives of the ‘elite’”. Oral histories where powerful elites are the narrators hold value but elites already tend to leave a very complete written record. What makes oral history so immensely valuable is the way that it provides a voice for those who otherwise may not have been represented in the historical record. According to History Matters “by recording the firsthand accounts of an enormous variety of narrators, oral history has, over the past half-century, helped democratize the historical record.”

One of the first major projects to collect records from a group of historically underrepresented people in the United States was the Federal Writer’s Project, a New Deal agency that put unemployed Americans to work. The project did a number of things but one of their tasks was to collect oral histories from former slaves. These oral histories are an immensely valuable source because slaves typically did not leave a written record. American historians of the slavery period have relied heavily on the FWP slave narratives to develop a varied range of interpretations. On his blog, a history student at UC Davis, Devin Leigh explains the ways that the WPA interviews have played into the historiographical debates surrounding slavery in the United States.

The FWP interviews are clearly a valuable source, but how reliable are they? They are unique sources that require the same type of careful examinations that traditional sources require. According to Davidson and Lytle in View from the Bottom Rail, “the narratives could not simply be taken at face value. Like other primary source materials, they need to be viewed in terms of the context in which they originated.” It is important that we consider the conditions under which these interviews were conducted. Davidson and Lytle draw our attention to a specific individual named Susan Hamlin or Hamilton who appears to have given two separate interviews to the FWP. The two interviews have a very different tone because they were likely taken under different conditions. You can look at both of the interviews on the Library of Congress’ “Born in Slavery” collection.

This lack in consistency or presence of bias should not discourage us from using oral histories as sources, this only means that we, as historians, must be critical of oral histories and careful of the ways that we use them in the stories or narratives that we construct. For example, the FWP narratives were collected when more than half of the narrators were over 80 years old. Davidson and Lytle explain that at the time of enslavement “83 percent” of the narrators “were under age twenty. Thus, many interviewe[e]s remembered slavery as it would have been experienced by a child.” This presents issues because the slavery experience was different for children than for adults, so we must keep that in mind. We also must question the completeness and validity of the memories that are recalled by 80 year old individuals. As Elizabeth Loftus explains in a TED Talk, memory is always fleeting and false memories are more common than we might think. This is another complexity of using oral histories and something we must consider when we are analyzing the source and determining how we will use it in our work.

It makes me wonder when is the best time to record an oral history. We often end up recording  oral histories with elderly folks as we begin to realize that they will soon be gone and our time is limited to capture their memories. Is this the best method? Or should we seek to collect oral histories earlier in life? How do we know when the time is write to grab the recorder and go collect oral histories? Thoughts?

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I am a Digital Historian: Now What?

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I can see the light at the end of the tunnel. Graduate school is coming to an end I am readying myself to dive into the world of digital history. But where do I dive? How do I focus my attention on a project? What are my options?

It seems a daunting task to focus my digital skills on a project or idea, but it can be done. A good place to start is by looking at other projects and learning from the successes and failures of the field. This post will look at a couple digital history projects as inspiration for my own digital history aspirations.

The Real Faces of White Australia is part of an interesting project created by Kate Bagnall and Tim Sherratt. It is a collection of photographs that were extracted using facial recognition script from a collection of Australian federal documents in a series called “Certificates of Domicile and Certificates of Exemption from Dictation Test.” These documents were created by a customs officer in order to keep track of immigrants as part of the White Australia Policy that aimed to control the amount of non-white people settling in Australia.

When you navigate to the project’s webpage, you are greeted by a simple title “the real faces of white australia” with a patchwork of hundreds of non-white faces staring out from the computer screen. As you scroll down the page the photos just keep coming. If you click on a photo a small window pops up with the document that the photo was extracted from as well as a link to the source of the photo. But that is it. There is nothing else on the site. No search bar to help find specific individuals, just faces.

I am fascinated by the project and I find it to be emotionally powerful. But what is its value otherwise? Do we learn anything new from this project? Critics often attack digital history projects claiming that they do not provide any new conclusions or interpretations that could not have been achieved using the traditional historical methods. I would not be surprised to hear the same criticism of The Real Faces of White Australia. But this criticism is unfounded. According to Bagnall and Sherratt, the project “aims to liberate the lives of those who suffered under the restrictions of the White Australia Policy from the rich archival holdings of the National Archives of Australia and elsewhere.” They do this by “turning archival systems on their head to expose the people rather than the bureaucracy.” This explanation shows that the project has a real and valuable purpose that can only be achieved by using the methods that are available to the digital historian.

Next I want to look at the Spatial History Project from Stanford Digital History. This project is “a place for a collaborative community of scholars to engage in creative visual analysis to further research in the field of history.” The website is a hub that provides access to a number of visualizations that make understanding a historical trend easier. For example, this project looks at the expansion of “open space” in the San Francisco Bay Area.

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The visualization is valuable, but it cannot stand on its own. It requires more context in order to understand what is causing the expansion. On the introduction page there is a section that spells out exactly what we learn from the visualization. Nonetheless, I see the visualization as a powerful addition to a more traditional historical narrative about open space expansion in the Bay Area. Or as a teaching tool to show how the environmental movement had real and actual impacts on the environment as evident in the expansion of open space.   

Something else I noticed about the Stanford Digital History website, it is not intuitive or user-friendly at all. Neither is the Spatial History Project website. It is not always clear where to click in order to get to the project or visualization, which I find to be odd since providing access is one of the primary goals of the digital historian. For example, this page introduces a project called Geography of the Post about the rapid spread of post offices in the United States. However, it is entirely unclear how or where a user might access the project.

This survey of digital history projects did not help me decide exactly where I want to direct my newly found digital history skills. However, it did show me that there are an endless amount of possibilities and options to create digital history projects. Now, let’s do history.

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Digital History and the Historian of the Future

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Technology has changed the way that scholars do their work. Digital history is a perfect example of this. Digital technologies, and the internet in particular, now allow us to publish ideas, create archives, broadcast video and podcasts to the world. It provides an avenue to work remotely when researching and when collaborating with peers. This post will look at how digital history has changed over the years, and the debates surrounding the future of the field. Once I am done discussing the digital world I will digress into a print book for a reaction to The Spokane Indians: Children of the Sun.

The idea of internet has been around for nearly sixty years. According to this History of the Internet video the internet only gained practical functionality in 1990. In the last twenty-six years we have made tremendous leaps and bounds in our abilities to produce digital content.

The Valley of the Shadow project was one of the first to utilize these new technologies for a digital history project. In a 2009 article, Historian Cameron Blevins points out that “At the bottom of the Valley‘s portal, it reads ‘Copyright 1993-2007.’” This shows that the project was not only a pioneer but that it has stood the test of time. The Valley of the Shadow is a digital archive of Civil War documents collected from two counties on opposing sides of the Mason-Dixon Line. The project has been highly thought of but it is not without fault.

The content is organized in a very strange way. When you land at the portal you are faced with a set of three building full of rooms that are barely discernible if you are not familiar with the graphics of the 1990s. There is no explanation on how to go about using the archives on that page but there is a link that will direct you to some instructions. But generally if you need instructions to use a website, something is wrong. In the comments of the Blevins article, Dr. Larry Cebula talks about his experience with a colleague who struggled to understand why there were “rooms.” The site simply is not intuitive enough. But is it still valuable and what else can we do with it? Blevins says no, and he offers some suggestions that may or may not be a “pipe dream.”

The Valley of the Shadow is a digital history project but what exactly is digital history? I do not plan to get deep in the weeds here because the definition is still ripe for debate. In 2008 at the introduction to a discussion on digital history the field was defined in simple terms as “an approach to examining and representing the past that works with the new communication technologies of the computer, the Internet network, and software systems.” This definition, although very broad, seems to cover the scope of what digital history is. Even in 2008 the scholars involved in this discussion were opining over how much the field had already changed while struggling to define digital history and especially to predict its future course.

The course of the field has been confused but promising. Nonetheless, some scholars are less than excited about digital history and the digital humanities in general. In an article titled “Technology Is Taking Over English Departments,The false promise of the digital humanities”, Adam Kirsch argues that often times digital projects only produce “fancy reiterations of conventional wisdom.” He continues in his concern saying that it is impractical for scholars to pursue “programming skills” in the midst of obtaining a Ph.D. that already takes as long as ten years to complete. Another article claims that the digital humanities are a product of neoliberal politics that are primarily concerned with profitability. The author argues that digital humanists are “pushing the discipline toward post-interpretative, non-suspicious, technocratic, conservative, managerial, lab-based practice.”

I understand that these scholars are concerned. Change is scary. However, their conclusions seem to be more founded in their fear of losing “traditional scholarship” and in turn, their jobs.

Finally, I read through the first three chapters of The Spokane Indians: Children of the Sun and I was surprised by the way that the authors chose to tell the story. It is a fascinating few chapters that weaves tribal oral history with traditional primary sources to build a history of the Spokanes that is appealing to both tribal members and others. We often assume that there is little we can tell about the history of the region precontact. Ruby and Brown prove that is not the case.

They discuss the smallpox epidemic of 1782 that killed approximately half of the Spokane tribe. This event occurred nearly twenty years before contact yet Ruby and Brown still feel very confident asserting that the event did occur. They strike a fantastic balance between their use of sources.

The authors move chronologically through the chapters while addressing the culture and customs of the Spokanes and their neighbors. A fascinating passage discusses a string of tree burials that occurred in Greenwood Cemetery in the early 1900s. It is not likely that these were done by Spokanes but possibly other neighboring tribes.

Ruby and Brown tell the story of Spokane Garry and Kootenay Pelly. They cast Garry in a more positive light than previous scholars, as they promised in the introduction. The third chapter brings the encroachment of missionaries both Christian and Catholic. De Smet and other early missionaries built missions from Flathead country to the east of Spokane to make evangelizing and conversion possible in the unsettled regions of the northwest.

Chapter three brings the end of the second era of contact between the Spokanes and white people. First, Indians interacted with the early traders who they were rather friendly with. Missionaries, eager to spread their message, were not far behind the fur traders. Indians got along with missionaries fairly well however problems were started to arise as evident in the the death of Marcus Whitman and his wife in Walla Walla. This was the beginning of much bigger problems as settlers would begin to flood to the Spokanes home.
I will fill you in on my reaction to the rest of the book in the following weeks.

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