Visualizing Postal Data
About Data Visualization
“Graphics reveal data.” -Edward Tufte, The Visual Display of Quantitative Information
Spreadsheets and other forms of structured data are readable to both humans and computers, which makes them valuable sources of analysis. But often, the size and scope of the data at hand can be so extensive that it is difficult for the viewer to understand exactly what the data is saying. What are the patterns in the data? What is the most important information to take away? The answers to these questions can be tricky and time-consuming to deduce. This is where visualization comes into play. Graphic representation can make data easier and quicker to evaluate, not to mention more aesthetically pleasing.
Data visualizations can be useful to create and analyze at any point in a research process. They may reveal answers to research questions, or prompt still more questions to be investigated. The APS Center for Digital Scholarship has created some preliminary visualizations using a software called Tableau Public, one of many options for crafting these graphic representations. We hope that the items below will spark inquiry and perhaps answer some questions about correspondence, citizenship, and daily life in colonial Philadelphia. What can you find?
Data Stories
These Data Stories show connections between data points, constructing a narrative to add life to dry statistics and to make analysis easier and more interactive. Use the arrows to navigate forward and backward within the Data Stories, and click the graphs to explore the data even further!
Interactive Visualizations
These visualizations are fully interactive. Click the graphs to explore the data!
Mail Delivery into Philadelphia, Season-to-Season
The amount of mail being delivered into Philadelphia fluctuated from season to season. Oftentimes mail service was interrupted due to poor weather conditions. What other factors might have contributed to the variability of delivery?
Mail Delivery into Philadelphia, Day-to-Day
Postal carriers traveled in continual circuits throughout British North America, which was intended to ensure that people would know when to expect the next mail delivery. As the routes changed and expanded over time, the regularity of delivery shifted. Despite this, Saturday was hands-down the most frequent day for mail delivery into Philadelphia from 1748-1752.
Annual Mail Delivery into Philadelphia, by Location
Philadelphians corresponded widely with others throughout British North America. But more mail came into Philadelphia from some places than from others, as can be seen in this graph. Why do you think postage from southerly colonies like Maryland and Virginia made up a lesser percentage of the correspondence coming into Philadelphia?
What will you find?
There are several ways to find, download, remix, and edit the datasets.
- Download at APS’s Historic Postal Data GitHub repository
- Download at the Magazine of Early American Datasets (MEAD)
We’re curious to know what you find! Please contact us with any questions, feedback, or results using or analyzing the data at [email protected].
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