The Polycomb Group (PcG) proteins form two protein complexes, PcG Repressive Complex 1 (
PRC
1) and
PRC
2, which are key epigenetic regulators in eukaryotes.
PRC
2 represses gene expression by catalyzing the trimethylation of histone H3 lysine 27 (H3K27me3). In
Arabidopsis
(
Arabidopsis thaliana
),
CURLY LEAF
(
CLF
) and
SWINGER
(
SWN
) are two major H3K27 methyltransferases and core components of
PRC
2, playing essential roles in plant growth and development. Despite their importance, genome‐wide binding profiles of
CLF
and
SWN
have not been determined and compared yet. In this study, we generated transgenic lines expressing
GFP
‐tagged
CLF
/
SWN
under their respective native promoters and used them for Ch
IP
‐seq analyses to profile the genome‐wide distributions of
CLF
and
SWN
in
Arabidopsis
seedlings. We also profiled and compared the global H3K27me3 levels in wild‐type (
WT
) and PcG mutants (
clf
,
swn
, and
clf swn
). Our data show that
CLF
and
SWN
bind to almost the same set of genes, except that
SWN
has a few hundred more targets. Two short
DNA
sequences, the
GAGA
‐like and
Telo
‐box‐like motifs, were found enriched in the
CLF
and
SWN
binding regions. The H3K27me3 levels in
clf
, but not in
swn
, were markedly reduced compared with
WT
; and the mark was undetectable in the
clf swn
double mutant. Further, we profiled the transcriptomes in
clf
,
swn
, and
clf swn,
and compared that with
WT
. Thus this work provides a useful resource for the plant epigenetics community for dissecting the functions of
PRC
2 in plant growth and development.