diff --git a/ATLAS_2JET_13TEV_DIF_MJJ-Y/download_ploughshare.sh b/ATLAS_2JET_13TEV_DIF_MJJ-Y/download_ploughshare.sh
new file mode 100755
index 00000000..299b7b01
--- /dev/null
+++ b/ATLAS_2JET_13TEV_DIF_MJJ-Y/download_ploughshare.sh
@@ -0,0 +1,81 @@
+#!/bin/bash
+
+# The purpose of this script is to download the dijet grids in question from ploughshare
+# and convert them to the pineappl format under the correct names (as specified in commondata)
+# Script takes one positional argument: the name of the conda environment to be used
+# You need to make sure that your conda environment contains the right ingredients for the grid conversion
+# For macOS, you need the following:
+# fastNLO: 'brew tap davidchall/hep' 'brew install --without-fastjet fastnlo'
+# PineAPPL complied with fastnlo: 'cargo install --features=fastnlo --path pineappl_cli'
+# This should enable the command 'pineappl import' to run correctly
+
+ENV_NAME=$1
+
+# conda activate is a shell function and requires conda.sh to be sourced first.
+# Find the conda base directory, trying multiple common install locations.
+if command -v conda &>/dev/null; then
+    CONDA_BASE=$(conda info --base 2>/dev/null)
+fi
+if [ -z "$CONDA_BASE" ]; then
+    for candidate in \
+        "$HOME/miniforge3" \
+        "$HOME/mambaforge" \
+        "$HOME/miniconda3" \
+        "$HOME/anaconda3" \
+        "/opt/conda" \
+        "/opt/miniforge3" \
+        "/opt/miniconda3" \
+        "/opt/anaconda3" \
+        "/usr/local/miniconda3" \
+        "/usr/local/anaconda3"
+    do
+        if [ -f "$candidate/etc/profile.d/conda.sh" ]; then
+            CONDA_BASE="$candidate"
+            break
+        fi
+    done
+fi
+if [ -z "$CONDA_BASE" ]; then
+    echo "Error: Could not find conda installation" >&2
+    exit 1
+fi
+
+# shellcheck source=/dev/null
+source "$CONDA_BASE/etc/profile.d/conda.sh"
+conda activate "$ENV_NAME"
+
+# Create dir for adjusted grids (and a tmp directory)
+GRIDS_PATH="ATLAS_2JET_13TEV_DIF"
+mkdir -p "$GRIDS_PATH"
+mkdir -p "$GRIDS_PATH/tmp"
+
+# Download and extract the grids
+FILENAME="applfast-atlas-dijets-v2-fc-fnlo-arxiv-1711.02692"
+wget "https://ploughshare.web.cern.ch/ploughshare/db/applfast/$FILENAME/${FILENAME}.tgz"
+tar -xzvf "${FILENAME}.tgz"
+PS_FOLDER="$FILENAME/grids"
+
+# Bin mapping
+bin1="y*=0.25"
+bin2="y*=0.75"
+bin3="y*=1.25"
+bin4="y*=1.75"
+bin5="y*=2.25"
+bin6="y*=2.75"
+
+# Convert the grids to pineappl format under the right names
+# also, add bin info
+for i in {0..5}; do
+    j=$((i+1))
+    src="$PS_FOLDER/${FILENAME}-xsec00${i}.tab.gz"
+    temp_dst="$GRIDS_PATH/tmp/ATLAS_2JET_13TEV_DIF_MJJ-Y_BIN${j}.pineappl.lz4"
+    dst="$GRIDS_PATH/ATLAS_2JET_13TEV_DIF_MJJ-Y_BIN${j}.pineappl.lz4"
+    pineappl import "$src" "$temp_dst" NNPDF40_nnlo_as_01180
+    eval "current_bin=\$bin${j}"
+    pineappl write --set-key-value kin_bin ${current_bin} ${temp_dst} ${dst}
+    rm ${temp_dst}
+done
+
+rmdir "$GRIDS_PATH/tmp"
+rm -r "$FILENAME"
+rm ${FILENAME}.tgz
\ No newline at end of file
diff --git a/ATLAS_2JET_13TEV_DIF_MJJ-Y/metadata.txt b/ATLAS_2JET_13TEV_DIF_MJJ-Y/metadata.txt
new file mode 100644
index 00000000..7a7c97aa
--- /dev/null
+++ b/ATLAS_2JET_13TEV_DIF_MJJ-Y/metadata.txt
@@ -0,0 +1,9 @@
+arxiv=1711.02692
+description=ATLAS double differential cross section w.r.t. m_jj and y* at 13 TeV. Full colour grid downloaded from ploughshare.
+comments=this is the full color card. To get the grids, run download_ploughshare.sh
+hepdata=10.17182/hepdata.79952.v1/t1, 10.17182/hepdata.79952.v1/t2, 10.17182/hepdata.79952.v1/t3, 10.17182/hepdata.79952.v1/t4, 10.17182/hepdata.79952.v1/t5, 10.17182/hepdata.79952.v1/t6
+ploughshare=https://ploughshare.web.cern.ch/ploughshare/record.php?dataset=applfast-atlas-dijets-v2-fc-fnlo-arxiv-1711.02692
+nnpdf_id= ATLAS_2JET_13TEV_DIF
+y_label=d2sig/dmjjdy*
+y_label_tex='$\frac{d^2\sigma}{dm_{jj} d|y^*|}$ ($\frac{pb}{GeV}$)'
+y_unit=pb/GeV
\ No newline at end of file
diff --git a/ATLAS_2JET_7TEV_R06_0005/metadata.txt b/ATLAS_2JET_7TEV_R06_0005/metadata.txt
index 8ae35172..ff8037c4 100644
--- a/ATLAS_2JET_7TEV_R06_0005/metadata.txt
+++ b/ATLAS_2JET_7TEV_R06_0005/metadata.txt
@@ -1,5 +1,6 @@
 arxiv=1312.3524
 description=ATLAS double-differential jet cross section at 7 TeV
+comments=this is a leading color runcard. For full color, see ATLAS_2JET_7TEV_R06_M12Y
 hepdata=10.17182/hepdata.62289.v1/t7, 10.17182/hepdata.62289.v1/t8, 10.17182/hepdata.62289.v1/t9, 10.17182/hepdata.62289.v1/t10, 10.17182/hepdata.62289.v1/t11, 10.17182/hepdata.62289.v1/t12
 nnpdf_id=ATLAS_2JET_7TEV_R06
 x1_label=ystar
diff --git a/ATLAS_2JET_7TEV_R06_0510/metadata.txt b/ATLAS_2JET_7TEV_R06_0510/metadata.txt
index 8ae35172..ff8037c4 100644
--- a/ATLAS_2JET_7TEV_R06_0510/metadata.txt
+++ b/ATLAS_2JET_7TEV_R06_0510/metadata.txt
@@ -1,5 +1,6 @@
 arxiv=1312.3524
 description=ATLAS double-differential jet cross section at 7 TeV
+comments=this is a leading color runcard. For full color, see ATLAS_2JET_7TEV_R06_M12Y
 hepdata=10.17182/hepdata.62289.v1/t7, 10.17182/hepdata.62289.v1/t8, 10.17182/hepdata.62289.v1/t9, 10.17182/hepdata.62289.v1/t10, 10.17182/hepdata.62289.v1/t11, 10.17182/hepdata.62289.v1/t12
 nnpdf_id=ATLAS_2JET_7TEV_R06
 x1_label=ystar
diff --git a/ATLAS_2JET_7TEV_R06_1015/metadata.txt b/ATLAS_2JET_7TEV_R06_1015/metadata.txt
index 8ae35172..ff8037c4 100644
--- a/ATLAS_2JET_7TEV_R06_1015/metadata.txt
+++ b/ATLAS_2JET_7TEV_R06_1015/metadata.txt
@@ -1,5 +1,6 @@
 arxiv=1312.3524
 description=ATLAS double-differential jet cross section at 7 TeV
+comments=this is a leading color runcard. For full color, see ATLAS_2JET_7TEV_R06_M12Y
 hepdata=10.17182/hepdata.62289.v1/t7, 10.17182/hepdata.62289.v1/t8, 10.17182/hepdata.62289.v1/t9, 10.17182/hepdata.62289.v1/t10, 10.17182/hepdata.62289.v1/t11, 10.17182/hepdata.62289.v1/t12
 nnpdf_id=ATLAS_2JET_7TEV_R06
 x1_label=ystar
diff --git a/ATLAS_2JET_7TEV_R06_1520/metadata.txt b/ATLAS_2JET_7TEV_R06_1520/metadata.txt
index 8ae35172..ff8037c4 100644
--- a/ATLAS_2JET_7TEV_R06_1520/metadata.txt
+++ b/ATLAS_2JET_7TEV_R06_1520/metadata.txt
@@ -1,5 +1,6 @@
 arxiv=1312.3524
 description=ATLAS double-differential jet cross section at 7 TeV
+comments=this is a leading color runcard. For full color, see ATLAS_2JET_7TEV_R06_M12Y
 hepdata=10.17182/hepdata.62289.v1/t7, 10.17182/hepdata.62289.v1/t8, 10.17182/hepdata.62289.v1/t9, 10.17182/hepdata.62289.v1/t10, 10.17182/hepdata.62289.v1/t11, 10.17182/hepdata.62289.v1/t12
 nnpdf_id=ATLAS_2JET_7TEV_R06
 x1_label=ystar
diff --git a/ATLAS_2JET_7TEV_R06_2025/metadata.txt b/ATLAS_2JET_7TEV_R06_2025/metadata.txt
index 8ae35172..ff8037c4 100644
--- a/ATLAS_2JET_7TEV_R06_2025/metadata.txt
+++ b/ATLAS_2JET_7TEV_R06_2025/metadata.txt
@@ -1,5 +1,6 @@
 arxiv=1312.3524
 description=ATLAS double-differential jet cross section at 7 TeV
+comments=this is a leading color runcard. For full color, see ATLAS_2JET_7TEV_R06_M12Y
 hepdata=10.17182/hepdata.62289.v1/t7, 10.17182/hepdata.62289.v1/t8, 10.17182/hepdata.62289.v1/t9, 10.17182/hepdata.62289.v1/t10, 10.17182/hepdata.62289.v1/t11, 10.17182/hepdata.62289.v1/t12
 nnpdf_id=ATLAS_2JET_7TEV_R06
 x1_label=ystar
diff --git a/ATLAS_2JET_7TEV_R06_2530/metadata.txt b/ATLAS_2JET_7TEV_R06_2530/metadata.txt
index 8ae35172..ff8037c4 100644
--- a/ATLAS_2JET_7TEV_R06_2530/metadata.txt
+++ b/ATLAS_2JET_7TEV_R06_2530/metadata.txt
@@ -1,5 +1,6 @@
 arxiv=1312.3524
 description=ATLAS double-differential jet cross section at 7 TeV
+comments=this is a leading color runcard. For full color, see ATLAS_2JET_7TEV_R06_M12Y
 hepdata=10.17182/hepdata.62289.v1/t7, 10.17182/hepdata.62289.v1/t8, 10.17182/hepdata.62289.v1/t9, 10.17182/hepdata.62289.v1/t10, 10.17182/hepdata.62289.v1/t11, 10.17182/hepdata.62289.v1/t12
 nnpdf_id=ATLAS_2JET_7TEV_R06
 x1_label=ystar
diff --git a/ATLAS_2JET_7TEV_R06_M12Y/download_ploughshare.sh b/ATLAS_2JET_7TEV_R06_M12Y/download_ploughshare.sh
new file mode 100755
index 00000000..56abcf66
--- /dev/null
+++ b/ATLAS_2JET_7TEV_R06_M12Y/download_ploughshare.sh
@@ -0,0 +1,81 @@
+#!/bin/bash
+
+# The purpose of this script is to download the dijet grids in question from ploughshare
+# and convert them to the pineappl format under the correct names (as specified in commondata)
+# Script takes one positional argument: the name of the conda environment to be used
+# You need to make sure that your conda environment contains the right ingredients for the grid conversion
+# For macOS, you need the following:
+# fastNLO: 'brew tap davidchall/hep' 'brew install --without-fastjet fastnlo'
+# PineAPPL complied with fastnlo: 'cargo install --features=fastnlo --path pineappl_cli'
+# This should enable the command 'pineappl import' to run correctly
+
+ENV_NAME=$1
+
+# conda activate is a shell function and requires conda.sh to be sourced first.
+# Find the conda base directory, trying multiple common install locations.
+if command -v conda &>/dev/null; then
+    CONDA_BASE=$(conda info --base 2>/dev/null)
+fi
+if [ -z "$CONDA_BASE" ]; then
+    for candidate in \
+        "$HOME/miniforge3" \
+        "$HOME/mambaforge" \
+        "$HOME/miniconda3" \
+        "$HOME/anaconda3" \
+        "/opt/conda" \
+        "/opt/miniforge3" \
+        "/opt/miniconda3" \
+        "/opt/anaconda3" \
+        "/usr/local/miniconda3" \
+        "/usr/local/anaconda3"
+    do
+        if [ -f "$candidate/etc/profile.d/conda.sh" ]; then
+            CONDA_BASE="$candidate"
+            break
+        fi
+    done
+fi
+if [ -z "$CONDA_BASE" ]; then
+    echo "Error: Could not find conda installation" >&2
+    exit 1
+fi
+
+# shellcheck source=/dev/null
+source "$CONDA_BASE/etc/profile.d/conda.sh"
+conda activate "$ENV_NAME"
+
+# Create dir for adjusted grids (and a tmp directory)
+GRIDS_PATH="ATLAS_2JET_7TEV_R06"
+mkdir -p "$GRIDS_PATH"
+mkdir -p "$GRIDS_PATH/tmp"
+
+# Download and extract the grids
+FILENAME="applfast-atlas-dijets-v2-fc-fnlo-arxiv-1312.3524"
+wget "https://ploughshare.web.cern.ch/ploughshare/db/applfast/$FILENAME/${FILENAME}.tgz"
+tar -xzvf "${FILENAME}.tgz"
+PS_FOLDER="$FILENAME/grids"
+
+# Bin mapping
+bin1="y*=0.25"
+bin2="y*=0.75"
+bin3="y*=1.25"
+bin4="y*=1.75"
+bin5="y*=2.25"
+bin6="y*=2.75"
+
+# Convert the grids to pineappl format under the right names
+# also, add bin info
+for i in {0..5}; do
+    j=$((i+1))
+    src="$PS_FOLDER/${FILENAME}-xsec00${i}.tab.gz"
+    temp_dst="$GRIDS_PATH/tmp/ATLAS_2JET_7TEV_R06_M12Y_BIN${j}.pineappl.lz4"
+    dst="$GRIDS_PATH/ATLAS_2JET_7TEV_R06_M12Y_BIN${j}.pineappl.lz4"
+    pineappl import "$src" "$temp_dst" NNPDF40_nnlo_as_01180
+    eval "current_bin=\$bin${j}"
+    pineappl write --set-key-value kin_bin ${current_bin} ${temp_dst} ${dst}
+    rm ${temp_dst}
+done
+
+rmdir "$GRIDS_PATH/tmp"
+rm -r "$FILENAME"
+rm ${FILENAME}.tgz
\ No newline at end of file
diff --git a/ATLAS_2JET_7TEV_R06_M12Y/metadata.txt b/ATLAS_2JET_7TEV_R06_M12Y/metadata.txt
new file mode 100644
index 00000000..4c9cfb57
--- /dev/null
+++ b/ATLAS_2JET_7TEV_R06_M12Y/metadata.txt
@@ -0,0 +1,15 @@
+arxiv=1312.3524
+description=ATLAS double-differential jet cross section at 7 TeV
+comments=this is the full color card. To get the grids, run download_ploughshare.sh
+hepdata=10.17182/hepdata.62289.v1/t7, 10.17182/hepdata.62289.v1/t8, 10.17182/hepdata.62289.v1/t9, 10.17182/hepdata.62289.v1/t10, 10.17182/hepdata.62289.v1/t11, 10.17182/hepdata.62289.v1/t12
+ploughshare=https://ploughshare.web.cern.ch/ploughshare/record.php?dataset=applfast-atlas-dijets-v2-fc-fnlo-arxiv-1312.3524
+nnpdf_id=ATLAS_2JET_7TEV_R06
+x1_label=ystar
+x1_label_tex=$y^*$
+x1_unit=
+x2_label=Mjj
+x2_label_tex=$M_{\mathrm{j}_1\mathrm{j}_2}$
+x2_unit=GeV
+y_label=d2sig/dMjj/dystar
+y_label_tex=$\frac{\mathrm{d}^2\sigma}{\mathrm{d}M_{\mathrm{j}_1\mathrm{j}_2}\mathrm{d}y^*}
+y_unit=pb/GeV
diff --git a/CMS_2JET_13TEV/download_ploughshare.sh b/CMS_2JET_13TEV/download_ploughshare.sh
new file mode 100755
index 00000000..4721a57b
--- /dev/null
+++ b/CMS_2JET_13TEV/download_ploughshare.sh
@@ -0,0 +1,145 @@
+#!/bin/bash
+
+# The purpose of this script is to download the dijet grids in question from ploughshare
+# and convert them to the pineappl format under the correct names (as specified in commondata)
+# Script takes one positional argument: the name of the conda environment to be used
+# You need to make sure that your conda environment contains the right ingredients for the grid conversion
+# For macOS, you need the following:
+# fastNLO: 'brew tap davidchall/hep' 'brew install --without-fastjet fastnlo'
+# PineAPPL complied with fastnlo: 'cargo install --features=fastnlo --path pineappl_cli'
+# This should enable the command 'pineappl import' to run correctly
+
+ENV_NAME=$1
+
+# conda activate is a shell function and requires conda.sh to be sourced first.
+# Find the conda base directory, trying multiple common install locations.
+if command -v conda &>/dev/null; then
+    CONDA_BASE=$(conda info --base 2>/dev/null)
+fi
+if [ -z "$CONDA_BASE" ]; then
+    for candidate in \
+        "$HOME/miniforge3" \
+        "$HOME/mambaforge" \
+        "$HOME/miniconda3" \
+        "$HOME/anaconda3" \
+        "/opt/conda" \
+        "/opt/miniforge3" \
+        "/opt/miniconda3" \
+        "/opt/anaconda3" \
+        "/usr/local/miniconda3" \
+        "/usr/local/anaconda3"
+    do
+        if [ -f "$candidate/etc/profile.d/conda.sh" ]; then
+            CONDA_BASE="$candidate"
+            break
+        fi
+    done
+fi
+if [ -z "$CONDA_BASE" ]; then
+    echo "Error: Could not find conda installation" >&2
+    exit 1
+fi
+
+# shellcheck source=/dev/null
+source "$CONDA_BASE/etc/profile.d/conda.sh"
+conda activate "$ENV_NAME"
+
+# Create dir for adjusted grids
+GRIDS_2D_PATH="CMS_2JET_13TEV_2D"
+GRIDS_3D_PATH="CMS_2JET_13TEV_3D"
+mkdir -p "$GRIDS_2D_PATH"
+mkdir -p "$GRIDS_3D_PATH"
+
+# Download and extract the grids
+FILENAME="applfast-cms-dijets-v2-fc-fnlo-arxiv-2312.16669"
+wget "https://ploughshare.web.cern.ch/ploughshare/db/applfast/$FILENAME/${FILENAME}.tgz"
+tar -xzvf "${FILENAME}.tgz"
+PS_FOLDER="$FILENAME/grids"
+
+# Utility functions
+delete_bins() {
+    local bin_range="$1"
+    local input="$2"
+    local output="$3"
+    pineappl write --delete-bins "$bin_range" "$input" "$output"
+}
+
+add_bin_info() {
+    local bin_info="$1"
+    local input="$2"
+    pineappl write --set-key-value kin_bin "$bin_info" "$input" "${GRIDS_3D_PATH}/${input}"
+}
+
+# Convert the grids to pineappl format
+for i in {0..19}; do
+    if ((i<10)); then
+        src="$PS_FOLDER/${FILENAME}-xsec00${i}.tab.gz"
+        dst="$PS_FOLDER/${FILENAME}-xsec00${i}.pineappl.lz4"
+        pineappl import "$src" "$dst" NNPDF40_nnlo_as_01180
+    else
+        src="$PS_FOLDER/${FILENAME}-xsec0${i}.tab.gz"
+        dst="$PS_FOLDER/${FILENAME}-xsec0${i}.pineappl.lz4"
+        pineappl import "$src" "$dst" NNPDF40_nnlo_as_01180
+    fi
+done
+
+# Rename 2D grids
+for i in {0..4}; do
+    bin=$((i + 1))
+    src="$PS_FOLDER/${FILENAME}-xsec00${i}.pineappl.lz4"
+    dst="CMS_2JET_13TEV_2D_BIN${bin}.pineappl.lz4"
+    mv "$src" "$dst"
+done
+
+# Delete bins from 2D grids
+mv "CMS_2JET_13TEV_2D_BIN3.pineappl.lz4" "$GRIDS_2D_PATH/."
+mv "CMS_2JET_13TEV_2D_BIN4.pineappl.lz4" "$GRIDS_2D_PATH/."
+mv "CMS_2JET_13TEV_2D_BIN5.pineappl.lz4" "$GRIDS_2D_PATH/."
+delete_bins 22-23 CMS_2JET_13TEV_2D_BIN1.pineappl.lz4 ${GRIDS_2D_PATH}/CMS_2JET_13TEV_2D_BIN1.pineappl.lz4
+delete_bins 22    CMS_2JET_13TEV_2D_BIN2.pineappl.lz4 ${GRIDS_2D_PATH}/CMS_2JET_13TEV_2D_BIN2.pineappl.lz4
+
+# Rename the 3D grids (note that the mapping of the bins is non-trivial)
+mv "$PS_FOLDER/${FILENAME}-xsec005.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN1.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec010.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN2.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec014.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN3.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec017.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN4.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec019.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN5.pineappl.lz4"
+
+mv "$PS_FOLDER/${FILENAME}-xsec006.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN2_ys_BIN1.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec011.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN2_ys_BIN2.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec015.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN2_ys_BIN3.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec018.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN2_ys_BIN4.pineappl.lz4"
+
+mv "$PS_FOLDER/${FILENAME}-xsec007.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN3_ys_BIN1.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec012.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN3_ys_BIN2.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec016.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN3_ys_BIN3.pineappl.lz4"
+
+mv "$PS_FOLDER/${FILENAME}-xsec008.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN4_ys_BIN1.pineappl.lz4"
+mv "$PS_FOLDER/${FILENAME}-xsec013.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN4_ys_BIN2.pineappl.lz4"
+
+mv "$PS_FOLDER/${FILENAME}-xsec009.pineappl.lz4" "CMS_2JET_13TEV_3D_yb_BIN5_ys_BIN1.pineappl.lz4"
+
+# Add bin information to 3D grids
+add_bin_info "yb<0.5 ys<0.5"             CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN1.pineappl.lz4
+add_bin_info "yb<0.5 0.5<=ys<1.0"        CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN2.pineappl.lz4
+add_bin_info "yb<0.5 1.0<=ys<1.5"        CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN3.pineappl.lz4
+add_bin_info "yb<0.5 1.5<=ys<2.0"        CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN4.pineappl.lz4
+add_bin_info "yb<0.5 2.0<=ys<2.5"        CMS_2JET_13TEV_3D_yb_BIN1_ys_BIN5.pineappl.lz4
+
+add_bin_info "0.5<=yb<1.0 ys<0.5"        CMS_2JET_13TEV_3D_yb_BIN2_ys_BIN1.pineappl.lz4
+add_bin_info "0.5<=yb<1.0 0.5<=ys<1.0"   CMS_2JET_13TEV_3D_yb_BIN2_ys_BIN2.pineappl.lz4
+add_bin_info "0.5<=yb<1.0 1.0<=ys<1.5"   CMS_2JET_13TEV_3D_yb_BIN2_ys_BIN3.pineappl.lz4
+add_bin_info "0.5<=yb<1.0 1.5<=ys<2.0"   CMS_2JET_13TEV_3D_yb_BIN2_ys_BIN4.pineappl.lz4
+
+add_bin_info "1.0<=yb<1.5 ys<0.5"        CMS_2JET_13TEV_3D_yb_BIN3_ys_BIN1.pineappl.lz4
+add_bin_info "1.0<=yb<1.5 0.5<=ys<1.0"   CMS_2JET_13TEV_3D_yb_BIN3_ys_BIN2.pineappl.lz4
+add_bin_info "1.0<=yb<1.5 1.0<=ys<1.5"   CMS_2JET_13TEV_3D_yb_BIN3_ys_BIN3.pineappl.lz4
+
+add_bin_info "1.5<=yb<2.0 ys<0.5"        CMS_2JET_13TEV_3D_yb_BIN4_ys_BIN1.pineappl.lz4
+add_bin_info "1.5<=yb<2.0 0.5<=ys<1.0"   CMS_2JET_13TEV_3D_yb_BIN4_ys_BIN2.pineappl.lz4
+
+add_bin_info "2.0<=yb<2.5 ys<0.5"        CMS_2JET_13TEV_3D_yb_BIN5_ys_BIN1.pineappl.lz4
+
+rm *.pineappl.lz4
+rm -r "$FILENAME"
+rm ${FILENAME}.tgz
\ No newline at end of file
diff --git a/CMS_2JET_13TEV/metadata.txt b/CMS_2JET_13TEV/metadata.txt
new file mode 100644
index 00000000..552d1f07
--- /dev/null
+++ b/CMS_2JET_13TEV/metadata.txt
@@ -0,0 +1,6 @@
+arxiv=2312.16669
+description=CMS double and triple differential dijet cross sections
+comments=this is the full color card. To get the grids, run download_ploughshare.sh
+hepdata=10.17182/hepdata.146075.v1/t5, 10.17182/hepdata.146075.v1/t13
+ploughshare=https://ploughshare.web.cern.ch/ploughshare/record.php?dataset=applfast-cms-dijets-v2-fc-fnlo-arxiv-2312.16669
+nnpdf_id=CMS_2JET_13TEV
\ No newline at end of file
diff --git a/CMS_2JET_7TEV_0005/metadata.txt b/CMS_2JET_7TEV_0005/metadata.txt
index 90b270d2..d778a883 100644
--- a/CMS_2JET_7TEV_0005/metadata.txt
+++ b/CMS_2JET_7TEV_0005/metadata.txt
@@ -1,4 +1,5 @@
 arxiv=1212.6660
+comments=this is a leading color (legacy) card. For full color, see CMS_2JET_7TEV_M12-Y
 description=CMS double-differential jet cross section at 7 TeV
 hepdata=10.17182/hepdata.66887.v1/t6, 10.17182/hepdata.66887.v1/t7, 10.17182/hepdata.66887.v1/t8, 10.17182/hepdata.66887.v1/t9, 10.17182/hepdata.66887.v1/t10
 nnpdf_id=CMS_2JET_7TEV
diff --git a/CMS_2JET_7TEV_0510/metadata.txt b/CMS_2JET_7TEV_0510/metadata.txt
index 90b270d2..d778a883 100644
--- a/CMS_2JET_7TEV_0510/metadata.txt
+++ b/CMS_2JET_7TEV_0510/metadata.txt
@@ -1,4 +1,5 @@
 arxiv=1212.6660
+comments=this is a leading color (legacy) card. For full color, see CMS_2JET_7TEV_M12-Y
 description=CMS double-differential jet cross section at 7 TeV
 hepdata=10.17182/hepdata.66887.v1/t6, 10.17182/hepdata.66887.v1/t7, 10.17182/hepdata.66887.v1/t8, 10.17182/hepdata.66887.v1/t9, 10.17182/hepdata.66887.v1/t10
 nnpdf_id=CMS_2JET_7TEV
diff --git a/CMS_2JET_7TEV_1015/metadata.txt b/CMS_2JET_7TEV_1015/metadata.txt
index 90b270d2..d778a883 100644
--- a/CMS_2JET_7TEV_1015/metadata.txt
+++ b/CMS_2JET_7TEV_1015/metadata.txt
@@ -1,4 +1,5 @@
 arxiv=1212.6660
+comments=this is a leading color (legacy) card. For full color, see CMS_2JET_7TEV_M12-Y
 description=CMS double-differential jet cross section at 7 TeV
 hepdata=10.17182/hepdata.66887.v1/t6, 10.17182/hepdata.66887.v1/t7, 10.17182/hepdata.66887.v1/t8, 10.17182/hepdata.66887.v1/t9, 10.17182/hepdata.66887.v1/t10
 nnpdf_id=CMS_2JET_7TEV
diff --git a/CMS_2JET_7TEV_1520/metadata.txt b/CMS_2JET_7TEV_1520/metadata.txt
index 90b270d2..d778a883 100644
--- a/CMS_2JET_7TEV_1520/metadata.txt
+++ b/CMS_2JET_7TEV_1520/metadata.txt
@@ -1,4 +1,5 @@
 arxiv=1212.6660
+comments=this is a leading color (legacy) card. For full color, see CMS_2JET_7TEV_M12-Y
 description=CMS double-differential jet cross section at 7 TeV
 hepdata=10.17182/hepdata.66887.v1/t6, 10.17182/hepdata.66887.v1/t7, 10.17182/hepdata.66887.v1/t8, 10.17182/hepdata.66887.v1/t9, 10.17182/hepdata.66887.v1/t10
 nnpdf_id=CMS_2JET_7TEV
diff --git a/CMS_2JET_7TEV_2025/metadata.txt b/CMS_2JET_7TEV_2025/metadata.txt
index 90b270d2..d778a883 100644
--- a/CMS_2JET_7TEV_2025/metadata.txt
+++ b/CMS_2JET_7TEV_2025/metadata.txt
@@ -1,4 +1,5 @@
 arxiv=1212.6660
+comments=this is a leading color (legacy) card. For full color, see CMS_2JET_7TEV_M12-Y
 description=CMS double-differential jet cross section at 7 TeV
 hepdata=10.17182/hepdata.66887.v1/t6, 10.17182/hepdata.66887.v1/t7, 10.17182/hepdata.66887.v1/t8, 10.17182/hepdata.66887.v1/t9, 10.17182/hepdata.66887.v1/t10
 nnpdf_id=CMS_2JET_7TEV
diff --git a/CMS_2JET_7TEV_M12-Y/download_ploughshare.sh b/CMS_2JET_7TEV_M12-Y/download_ploughshare.sh
new file mode 100755
index 00000000..5cda1ff3
--- /dev/null
+++ b/CMS_2JET_7TEV_M12-Y/download_ploughshare.sh
@@ -0,0 +1,80 @@
+#!/bin/bash
+
+# The purpose of this script is to download the dijet grids in question from ploughshare
+# and convert them to the pineappl format under the correct names (as specified in commondata)
+# Script takes one positional argument: the name of the conda environment to be used
+# You need to make sure that your conda environment contains the right ingredients for the grid conversion
+# For macOS, you need the following:
+# fastNLO: 'brew tap davidchall/hep' 'brew install --without-fastjet fastnlo'
+# PineAPPL complied with fastnlo: 'cargo install --features=fastnlo --path pineappl_cli'
+# This should enable the command 'pineappl import' to run correctly
+
+ENV_NAME=$1
+
+# conda activate is a shell function and requires conda.sh to be sourced first.
+# Find the conda base directory, trying multiple common install locations.
+if command -v conda &>/dev/null; then
+    CONDA_BASE=$(conda info --base 2>/dev/null)
+fi
+if [ -z "$CONDA_BASE" ]; then
+    for candidate in \
+        "$HOME/miniforge3" \
+        "$HOME/mambaforge" \
+        "$HOME/miniconda3" \
+        "$HOME/anaconda3" \
+        "/opt/conda" \
+        "/opt/miniforge3" \
+        "/opt/miniconda3" \
+        "/opt/anaconda3" \
+        "/usr/local/miniconda3" \
+        "/usr/local/anaconda3"
+    do
+        if [ -f "$candidate/etc/profile.d/conda.sh" ]; then
+            CONDA_BASE="$candidate"
+            break
+        fi
+    done
+fi
+if [ -z "$CONDA_BASE" ]; then
+    echo "Error: Could not find conda installation" >&2
+    exit 1
+fi
+
+# shellcheck source=/dev/null
+source "$CONDA_BASE/etc/profile.d/conda.sh"
+conda activate "$ENV_NAME"
+
+# Create dir for adjusted grids (and a tmp directory)
+GRIDS_PATH="CMS_2JET_7TEV"
+mkdir -p "$GRIDS_PATH"
+mkdir -p "$GRIDS_PATH/tmp"
+
+# Download and extract the grids
+FILENAME="applfast-cms-dijets-v2-fc-fnlo-arxiv-1212.6660"
+wget "https://ploughshare.web.cern.ch/ploughshare/db/applfast/$FILENAME/${FILENAME}.tgz"
+tar -xzvf "${FILENAME}.tgz"
+PS_FOLDER="$FILENAME/grids"
+
+# Bin mapping
+bin1="y_max=0.25"
+bin2="y_max=0.75"
+bin3="y_max=1.25"
+bin4="y_max=1.75"
+bin5="y_max=2.25"
+
+# Convert the grids to pineappl format under the right names
+# Add bin information
+for i in {0..4}; do
+    j=$((i+1))
+    src="$PS_FOLDER/${FILENAME}-xsec00${i}.tab.gz"
+    temp_dst="$GRIDS_PATH/tmp/CMS_2JET_7TEV_M12Y_BIN${j}.pineappl.lz4"
+    dst="$GRIDS_PATH/CMS_2JET_7TEV_M12Y_BIN${j}.pineappl.lz4"
+    pineappl import "$src" "$temp_dst" NNPDF40_nnlo_as_01180
+    eval "current_bin=\$bin${j}"
+    pineappl write --set-key-value kin_bin ${current_bin} ${temp_dst} ${dst}
+    rm ${temp_dst}
+done
+
+rmdir "$GRIDS_PATH/tmp"
+rm -r "$FILENAME"
+rm ${FILENAME}.tgz
\ No newline at end of file
diff --git a/CMS_2JET_7TEV_M12-Y/metadata.txt b/CMS_2JET_7TEV_M12-Y/metadata.txt
new file mode 100644
index 00000000..be3ace88
--- /dev/null
+++ b/CMS_2JET_7TEV_M12-Y/metadata.txt
@@ -0,0 +1,15 @@
+ploughshare=https://ploughshare.web.cern.ch/ploughshare/record.php?dataset=applfast-cms-dijets-v2-fc-fnlo-arxiv-1212.6660
+arxiv=1212.6660
+description=CMS double-differential jet cross section at 7 TeV
+comments=this is the full color card. To get the grids, run download_ploughshare.sh
+hepdata=10.17182/hepdata.66887.v1/t6, 10.17182/hepdata.66887.v1/t7, 10.17182/hepdata.66887.v1/t8, 10.17182/hepdata.66887.v1/t9, 10.17182/hepdata.66887.v1/t10
+nnpdf_id=CMS_2JET_7TEV
+x1_label=ymax
+x1_label_tex=$y_{\mathrm{max}}$
+x1_unit=
+x2_label=Mjj
+x2_label_tex=$M_{\mathrm{j}\mathrm{j}}$
+x2_unit=GeV
+y_label=dsig/dMjj
+y_label_tex=$\frac{\mathrm{d}\sigma}{\mathrm{d}M_{\mathrm{j}\mathrm{j}}}$
+y_unit=pb/GeV
diff --git a/CMS_2JET_8TEV_3D/download_ploughshare.sh b/CMS_2JET_8TEV_3D/download_ploughshare.sh
new file mode 100755
index 00000000..b4c57871
--- /dev/null
+++ b/CMS_2JET_8TEV_3D/download_ploughshare.sh
@@ -0,0 +1,81 @@
+#!/bin/bash
+
+# The purpose of this script is to download the dijet grids in question from ploughshare
+# and convert them to the pineappl format under the correct names (as specified in commondata)
+# Script takes one positional argument: the name of the conda environment to be used
+# You need to make sure that your conda environment contains the right ingredients for the grid conversion
+# For macOS, you need the following:
+# fastNLO: 'brew tap davidchall/hep' 'brew install --without-fastjet fastnlo'
+# PineAPPL complied with fastnlo: 'cargo install --features=fastnlo --path pineappl_cli'
+# This should enable the command 'pineappl import' to run correctly
+
+ENV_NAME=$1
+
+# conda activate is a shell function and requires conda.sh to be sourced first.
+# Find the conda base directory, trying multiple common install locations.
+if command -v conda &>/dev/null; then
+    CONDA_BASE=$(conda info --base 2>/dev/null)
+fi
+if [ -z "$CONDA_BASE" ]; then
+    for candidate in \
+        "$HOME/miniforge3" \
+        "$HOME/mambaforge" \
+        "$HOME/miniconda3" \
+        "$HOME/anaconda3" \
+        "/opt/conda" \
+        "/opt/miniforge3" \
+        "/opt/miniconda3" \
+        "/opt/anaconda3" \
+        "/usr/local/miniconda3" \
+        "/usr/local/anaconda3"
+    do
+        if [ -f "$candidate/etc/profile.d/conda.sh" ]; then
+            CONDA_BASE="$candidate"
+            break
+        fi
+    done
+fi
+if [ -z "$CONDA_BASE" ]; then
+    echo "Error: Could not find conda installation" >&2
+    exit 1
+fi
+
+# shellcheck source=/dev/null
+source "$CONDA_BASE/etc/profile.d/conda.sh"
+conda activate "$ENV_NAME"
+
+# Create dir for adjusted grids (and a tmp directory)
+GRIDS_PATH="CMS_2JET_8TEV"
+mkdir -p "$GRIDS_PATH"
+mkdir -p "$GRIDS_PATH/tmp"
+
+# Download and extract the grids
+FILENAME="applfast-cms-dijets-v2-fc-fnlo-arxiv-1705.02628"
+wget "https://ploughshare.web.cern.ch/ploughshare/db/applfast/$FILENAME/${FILENAME}.tgz"
+tar -xzvf "${FILENAME}.tgz"
+PS_FOLDER="$FILENAME/grids"
+
+# Bin mapping
+bin1="y_b=0.5, y*=0.5"
+bin2="y_b=0.5, y*=1.5"
+bin3="y_b=0.5, y*=2.5"
+bin4="y_b=1.5, y*=0.5"
+bin5="y_b=1.5, y*=1.5"
+bin6="y_b=2.5, y*=0.5"
+
+# Convert the grids to pineappl format under the right names
+# also, add bin info
+for i in {0..5}; do
+    j=$((i+1))
+    src="$PS_FOLDER/${FILENAME}-xsec00${i}.tab.gz"
+    temp_dst="$GRIDS_PATH/tmp/CMS_2JET_8TEV_3D_BIN${j}.pineappl.lz4"
+    dst="$GRIDS_PATH/CMS_2JET_8TEV_3D_BIN${j}.pineappl.lz4"
+    pineappl import "$src" "$temp_dst" NNPDF40_nnlo_as_01180
+    eval "current_bin=\$bin${j}"
+    pineappl write --set-key-value kin_bin "${current_bin}" ${temp_dst} ${dst}
+    rm ${temp_dst}
+done
+
+rmdir "$GRIDS_PATH/tmp"
+rm -r "$FILENAME"
+rm ${FILENAME}.tgz
\ No newline at end of file
diff --git a/CMS_2JET_8TEV_3D/metadata.txt b/CMS_2JET_8TEV_3D/metadata.txt
index f126ae8f..8a24d184 100644
--- a/CMS_2JET_8TEV_3D/metadata.txt
+++ b/CMS_2JET_8TEV_3D/metadata.txt
@@ -1,5 +1,7 @@
 arxiv=1705.02628
 description=CMS triple-differential jet cross section at 8 TeV
+ploughshare=https://ploughshare.web.cern.ch/ploughshare/record.php?dataset=applfast-cms-dijets-v2-fc-fnlo-arxiv-1705.02628
+comments=for full color grids, run download_ploughshare.sh
 hepdata=10.17182/hepdata.79410.v1/t1, 10.17182/hepdata.79410.v1/t3, 10.17182/hepdata.79410.v1/t5, 10.17182/hepdata.79410.v1/t7, 10.17182/hepdata.79410.v1/t9, 10.17182/hepdata.79410.v1/t11
 nnpdf_id=CMS_2JET_3D_8TEV
 x1_label=ystar