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Rudimentary R script for summarizing and visualizing data from the ArchivesSpace assessment module

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Assessment Data Exploration

Adam Gray 2020-03-16

Introduction

The ArchivesSpace assessment “Record List” report can hold valuable data about a repository that can be leveraged in different contexts (strategic planning, collections management, etc.). However, the complexity of the report and the number of columns (70+) in the .csv can pose challenges to users wishing to make the most of their assessment data. This script aims to support the leveraging of assessment data by making it possible to:

  1. get “big picture” views of the assessment data by summarizing and creating plots for key variables and
  2. find assessment records that meet specific criteria and write them to a new file

...without combing through the .csv in a spreadsheet application. It can be easily modified to suit individual circumstances.

Example Outputs

Generate counts for access tools

count type exists portion
3709 EAD Finding Aid Yes 0.79
2412 Catalog Record Yes 0.51
31 Container List Yes 0.01
1 Paper Finding Aid Yes 0.00

Plot the counts

Generate counts for each rating

count category rating portion
2 interest 1 0.00
11 interest 2 0.00
13 interest 3 0.00
11 interest 4 0.00
4486 interest 5 0.95
198 documentation quality 1 0.04
7 documentation quality 2 0.00
49 documentation quality 3 0.01
677 documentation quality 4 0.14
3596 documentation quality 5 0.77
154 intellectual access 1 0.03
1722 intellectual access 2 0.37
2730 intellectual access 3 0.58
65 intellectual access 4 0.01
8 intellectual access 5 0.00

Plot the ratings counts

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Rudimentary R script for summarizing and visualizing data from the ArchivesSpace assessment module

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