diff --git a/assets/images/wab-annotatedcells-2.png b/assets/images/wab-annotatedcells-2.png index 99af4179be5537..3b121021bede01 100644 Binary files a/assets/images/wab-annotatedcells-2.png and b/assets/images/wab-annotatedcells-2.png differ diff --git a/topics/single-cell/images/matrix-badge.jpeg b/topics/single-cell/images/matrix-badge.jpeg index d34c4e440fd394..c7aa989656f243 100644 Binary files a/topics/single-cell/images/matrix-badge.jpeg and b/topics/single-cell/images/matrix-badge.jpeg differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot1.png b/topics/single-cell/images/scrna-SeuratRStudio/plot1.png index de64447fe17d16..a1d8b18ef8b45c 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot1.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot1.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot10.png b/topics/single-cell/images/scrna-SeuratRStudio/plot10.png index af883f701bf7bf..b152cccf5c6411 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot10.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot10.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot11.png b/topics/single-cell/images/scrna-SeuratRStudio/plot11.png index caf824896dfdf3..797aa978e4d08b 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot11.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot11.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot12.png b/topics/single-cell/images/scrna-SeuratRStudio/plot12.png index 908995b2f1dfb8..c6085c9f036884 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot12.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot12.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot13.png b/topics/single-cell/images/scrna-SeuratRStudio/plot13.png index 49be18d0baaa3a..03160f8ed28aa1 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot13.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot13.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot14.png b/topics/single-cell/images/scrna-SeuratRStudio/plot14.png index 1ec2aa2b2f643e..7d9caebe4e8a4f 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot14.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot14.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot15.png b/topics/single-cell/images/scrna-SeuratRStudio/plot15.png index e02f7531b3760d..7eaf6e11c5a228 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot15.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot15.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot16.png b/topics/single-cell/images/scrna-SeuratRStudio/plot16.png index 4409e65390837c..e1622497418477 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot16.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot16.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot17.png b/topics/single-cell/images/scrna-SeuratRStudio/plot17.png index aeb5abe77ed2fe..7f8c18ad06decc 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot17.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot17.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot18.png b/topics/single-cell/images/scrna-SeuratRStudio/plot18.png index 42a25747bd45b4..4156e22889a160 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot18.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot18.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot19.png b/topics/single-cell/images/scrna-SeuratRStudio/plot19.png index 9180e103887722..25bd0109ba2236 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot19.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot19.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot2.png b/topics/single-cell/images/scrna-SeuratRStudio/plot2.png index 6d77203c4f051e..45f46d5b40aade 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot2.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot2.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot20.png b/topics/single-cell/images/scrna-SeuratRStudio/plot20.png index 40302e511e0496..9fe04ed6967f39 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot20.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot20.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot21.png b/topics/single-cell/images/scrna-SeuratRStudio/plot21.png index b25e20e162c652..c014afe05d5704 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot21.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot21.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot3.png b/topics/single-cell/images/scrna-SeuratRStudio/plot3.png index 7352a03805915d..c19ee64cfb0b59 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot3.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot3.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot4.png b/topics/single-cell/images/scrna-SeuratRStudio/plot4.png index 7dc7a0172b92a8..c530c4b4d9b0c3 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot4.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot4.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot5.png b/topics/single-cell/images/scrna-SeuratRStudio/plot5.png index 22b476fad949d8..fa62494cbb0dcc 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot5.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot5.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot6.png b/topics/single-cell/images/scrna-SeuratRStudio/plot6.png index 2ecf614dfa3de0..db901a7462f2c5 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot6.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot6.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot7.png b/topics/single-cell/images/scrna-SeuratRStudio/plot7.png index 7e601acf8978b4..a275df8f3a173f 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot7.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot7.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot8.png b/topics/single-cell/images/scrna-SeuratRStudio/plot8.png index ecbd38f895fbd8..85d4361cc6bba7 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot8.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot8.png differ diff --git a/topics/single-cell/images/scrna-SeuratRStudio/plot9.png b/topics/single-cell/images/scrna-SeuratRStudio/plot9.png index 27a9a8915791f8..1bbb46e168806c 100644 Binary files a/topics/single-cell/images/scrna-SeuratRStudio/plot9.png and b/topics/single-cell/images/scrna-SeuratRStudio/plot9.png differ