bag_of_words — Bag of words (2008)

Description

Five text collections in the form of bags-of-words, i.e. a bipartite document–word network. Nodes are documents and words, and an edge connects a document to each word that occurs in it, with the edge property count giving the number of occurrences of the word in the document.

After tokenization and removal of stopwords, the vocabulary of unique words was truncated by only keeping words that occurred more than ten times. Individual document names (i.e. a identifier for each docID) are not provided for copyright reasons.

Tags

Informational Text Weighted Metadata

Citation

David Newman, "Bag of Words Data Set" archive.ics.uci.edu
Dua, D. and Graff, C. (2019). UCI Machine Learning Repository. Irvine, CA: University of California, School of Information and Computer Science. archive.ics.uci.edu

Upstream URL OK

http://archive.ics.uci.edu/ml/datasets/Bag+of+Words

Networks

Tip: click on a column header to sort the list, or hover over it for a description.

Column legend

$\left<k\right>$: Mean degree
$\sigma_k$: Standard deviation of the degrees
$\lambda_h$: Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$: Random walk mixing time
$r$: Degree assortativity
$c$: Global clustering coefficient
$\oslash$: (Pseudo-) diameter
$S$: Relative size of the largest component
NPs: Node properties
EPs: Edge properties

Name	Nodes	Edges	$\left<k\right>$	$\sigma_k$	$\lambda_h$	$\tau$	$r$	$\oslash$	$S$	Kind	Mode	NPs	EPs	gt	GraphML	GML	csv
enron	67,963	3,710,420	109.19	287.73	646.11	3.65	-0.23	6	1.00	Undirected	Bipartite	is_word name	count	5.4 MiB	14.8 MiB	14.5 MiB	12.8 MiB
kos	10,336	353,160	68.34	92.79	198.42	2.74	-0.06	4	1.00	Undirected	Bipartite	is_word name	count	648 KiB	1.5 MiB	1.4 MiB	1.2 MiB
nips	13,919	746,316	107.24	184.69	412.66	1.26	-0.15	6	1.00	Undirected	Bipartite	is_word name	count	1.2 MiB	2.9 MiB	2.8 MiB	2.4 MiB
nytimes	402,660	69,679,427	346.10	1722.63	2197.60	10.95	-0.26	7	1.00	Undirected	Bipartite	is_word name	count	92.2 MiB	249.8 MiB	242.8 MiB	234.6 MiB
pubmed	8,341,043	483,450,157	115.92	3196.79	3405.63	2.29	-0.16	5	1.00	Undirected	Bipartite	is_word name	count	975.5 MiB	2.136 GiB	1.862 GiB	1.826 GiB