10.5281/zenodo.3660457
https://zenodo.org/records/3660457
oai:zenodo.org:3660457
Ruest, Nick
Nick
Ruest
0000-0003-1891-1112
York University
Thurman, Alex
Alex
Thurman
Columbia University
Resistance web archive collection derivatives
Zenodo
2020
web archives
parquet
dataframes
Politics & Elections
Spontaneous Events
Political participation
Opposition (Political philosophy)
Demonstrations
Government, Resistance to
Trump, Donald, 1946-
Trump, Donald, 1946- --Impeachment
United States
2020-02-09
10.5281/zenodo.3660456
https://zenodo.org/communities/wahr
Creative Commons Attribution 4.0 International
Web archive derivatives of the Resistance collection from Columbia University Libraries. The derivatives were created with the Archives Unleashed Toolkit and Archives Unleashed Cloud.
The cul-8752-parquet.tar.gz derivatives are in the Apache Parquet format, which is a columnar storage format. These derivatives are generally small enough to work with on your local machine, and can be easily converted to Pandas DataFrames. See this notebook for examples.
Domains
.webpages().groupBy(ExtractDomainDF($"url").alias("url")).count().sort($"count".desc)
Produces a DataFrame with the following columns:
domain
count
Web Pages
.webpages().select($"crawl_date", $"url", $"mime_type_web_server", $"mime_type_tika", RemoveHTMLDF(RemoveHTTPHeaderDF(($"content"))).alias("content"))
Produces a DataFrame with the following columns:
crawl_date
url
mime_type_web_server
mime_type_tika
content
Web Graph
.webgraph()
Produces a DataFrame with the following columns:
crawl_date
src
dest
anchor
Image Links
.imageLinks()
Produces a DataFrame with the following columns:
src
image_url
Binary Analysis
PDFs
Spreadsheets
Text files
Word processor files
The cul-8752-auk.tar.gz derivatives are the standard set of web archive derivatives produced by the Archives Unleashed Cloud.
Gephi file, which can be loaded into Gephi. It will have basic characteristics already computed and a basic layout.
Raw Network file, which can also be loaded into Gephi. You will have to use that network program to lay it out yourself.
Full text file. In it, each website within the web archive collection will have its full text presented on one line, along with information around when it was crawled, the name of the domain, and the full URL of the content.
Domains count file. A text file containing the frequency count of domains captured within your web archive.