<s>
Rattle	B-Algorithm
GUI	I-Algorithm
is	O
a	O
free	O
and	O
open	B-Application
source	I-Application
software	I-Application
(	O
GNU	B-License
GPL	I-License
v2	O
)	O
package	O
providing	O
a	O
graphical	B-Application
user	I-Application
interface	I-Application
(	O
GUI	B-Application
)	O
for	O
data	B-Application
mining	I-Application
using	O
the	O
R	B-Language
statistical	I-Language
programming	I-Language
language	I-Language
.	O
</s>
<s>
Currently	O
there	O
are	O
15	O
different	O
government	O
departments	O
in	O
Australia	O
,	O
in	O
addition	O
to	O
various	O
other	O
organisations	O
around	O
the	O
world	O
,	O
which	O
use	O
Rattle	O
in	O
their	O
data	B-Application
mining	I-Application
activities	O
and	O
as	O
a	O
statistical	B-Algorithm
package	I-Algorithm
.	O
</s>
<s>
Rattle	O
provides	O
considerable	O
data	B-Application
mining	I-Application
functionality	O
by	O
exposing	O
the	O
power	O
of	O
the	O
R	B-Language
Statistical	B-Algorithm
Software	I-Algorithm
through	O
a	O
graphical	B-Application
user	I-Application
interface	I-Application
.	O
</s>
<s>
Rattle	O
is	O
also	O
used	O
as	O
a	O
teaching	O
facility	O
to	O
learn	O
the	O
R	B-Language
software	O
Language	O
.	O
</s>
<s>
There	O
is	O
a	O
Log	O
Code	O
tab	O
,	O
which	O
replicates	O
the	O
R	B-Language
code	I-Language
for	O
any	O
activity	O
undertaken	O
in	O
the	O
GUI	B-Application
,	O
which	O
can	O
be	O
copied	O
and	O
pasted	O
.	O
</s>
<s>
File	O
Inputs	O
=	O
CSV	O
,	O
TXT	O
,	O
Excel	B-Application
,	O
ARFF	O
,	O
ODBC	O
,	O
R	B-Language
Dataset	O
,	O
RData	O
File	O
,	O
Library	O
Packages	O
Datasets	O
,	O
Corpus	O
,	O
and	O
Scripts	O
.	O
</s>
<s>
Charts	O
=	O
Box	O
Plot	O
,	O
Histogram	O
,	O
Correlations	O
,	O
Dendrograms	O
,	O
Cumulative	O
,	O
Principal	O
Components	O
,	O
Benford	O
,	O
Bar	O
Plot	O
,	O
Dot	O
Plot	O
,	O
and	O
Mosaic	B-Application
.	O
</s>
<s>
The	O
capabilities	O
of	O
R	B-Language
are	O
extended	O
through	O
user-submitted	O
packages	O
,	O
which	O
allow	O
specialized	O
statistical	O
techniques	O
,	O
graphical	O
devices	O
,	O
as	O
well	O
as	O
import/export	O
capabilities	O
to	O
many	O
external	O
data	O
formats	O
.	O
</s>
