diff --git a/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_7TEV_T-Y-NORM.yaml b/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_7TEV_T-Y-NORM.yaml
new file mode 100644
index 000000000..303c03c83
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_7TEV_T-Y-NORM.yaml
@@ -0,0 +1,32 @@
+metadata:
+  ref: arXiv:1406.7844
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 11/10/2023
+  pdf: NNPDF40notop
+  info_SM_fixed: NNPDF40notop validphys
+  observable: Rapidity normalised
+  bins: [0.0, 0.2, 0.6, 1.1, 3.0]
+
+SM_fixed: [0.6328, 0.6085, 0.5268]
+
+EFT_LO:
+  SM: [0.627, 0.6030000000000001, 0.5229999999999999]
+  OtW: [-0.01141, -0.009890000000000001, -0.005035999999999999]
+  O3pQ3: [-0.00011064999999999999, -9.4825e-05, -9.035999999999998e-05]
+  O83qq: [-4.9155e-11, -4.612500000000001e-11, -2.4199999999999995e-11]
+  O13qq: [0.00696, 0.0053725000000000005, 0.0025299999999999997]
+  O3pl: [0.0, 0.0, 0.0]
+  Oll: [0.0, 0.0, 0.0]
+  O3pq: [0.0, 0.0, 0.0]
+
+EFT_NLO:
+  SM: [0.6345000000000001, 0.61175, 0.5283999999999999]
+  OtW: [-0.010074999999999999, -0.008575000000000001, -0.0042959999999999995]
+  O3pQ3: [0.000849, -0.00028350000000000006, -0.00032659999999999997]
+  O83qq: [-0.00041289999999999995, -0.00024130000000000004, 6.133999999999998e-06]
+  O13qq: [0.002134, 0.001683, 0.0021419999999999994]
+  O3pl: [0.0, 0.0, 0.0]
+  Oll: [0.0, 0.0, 0.0]
+  O3pq: [0.0, 0.0, 0.0]
diff --git a/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_7TEV_TBAR-Y-NORM.yaml b/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_7TEV_TBAR-Y-NORM.yaml
new file mode 100644
index 000000000..1cd9609d3
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_7TEV_TBAR-Y-NORM.yaml
@@ -0,0 +1,32 @@
+metadata:
+  ref: arXiv:1406.7844
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 11/10/2023
+  pdf: NNPDF40notop
+  info_SM_fixed: NNPDF40notop validphys
+  observable: Rapidity normalised
+  bins: [0.0, 0.2, 0.6, 1.1, 3.0]
+
+SM_fixed: [0.7188, 0.6818, 0.5607]
+
+EFT_LO:
+  SM: [0.7105, 0.6745, 0.5539999999999999]
+  OtW: [0.0017995, 0.0012582500000000003, 0.00029239999999999995]
+  O3pQ3: [-4.2564999999999997e-05, -0.00010077500000000001, 0.00011289999999999998]
+  O83qq: [-5.5249999999999997e-11, -4.815e-11, -1.2841999999999997e-11]
+  O13qq: [-0.008029999999999999, -0.00569, -0.0016309999999999996]
+  O3pl: [0.0, 0.0, 0.0]
+  Oll: [0.0, 0.0, 0.0]
+  O3pq: [0.0, 0.0, 0.0]
+
+EFT_NLO:
+  SM: [0.7099999999999999, 0.67225, 0.5525999999999999]
+  OtW: [0.0023639999999999998, 0.001824, 0.00031419999999999994]
+  O3pQ3: [-0.0001846, 0.00019370000000000002, 0.00012033999999999998]
+  O83qq: [-5.704999999999999e-05, -4.3125000000000005e-05, -6.143999999999998e-05]
+  O13qq: [-0.010015, -0.007190000000000001, -0.0019931999999999997]
+  O3pl: [0.0, 0.0, 0.0]
+  Oll: [0.0, 0.0, 0.0]
+  O3pq: [0.0, 0.0, 0.0]
diff --git a/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_8TEV_T-RAP-NORM.yaml b/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_8TEV_T-RAP-NORM.yaml
new file mode 100644
index 000000000..6b832eed5
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_8TEV_T-RAP-NORM.yaml
@@ -0,0 +1,32 @@
+metadata:
+  ref: arXiv:1702.02859
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 11/10/2023
+  pdf: NNPDF40notop
+  info_SM_fixed: NNPDF40notop validphys
+  observable: Rapidity normalised
+  bins: [0.0, 0.3, 0.7, 1.3, 2.2]
+
+SM_fixed: [0.6081, 0.5756, 0.4802]
+
+EFT_LO:
+  SM: [0.6363333333333333, 0.6052500000000001, 0.5055]
+  OtW: [-0.008353333333333334, -0.006517500000000001, -0.0013004999999999998]
+  O3pQ3: [-9.78e-05, -0.00028775000000000003, 0.0002546666666666666]
+  O83qq: [-4.2333333333333335e-08, -3.165e-08, -6.336666666666666e-09]
+  O13qq: [0.00404, 0.004072500000000001, 0.00020883333333333333]
+  O3pl: [0.0, 0.0, 0.0]
+  Oll: [0.0, 0.0, 0.0]
+  O3pq: [0.0, 0.0, 0.0]
+
+EFT_NLO:
+  SM: [0.6426666666666667, 0.6115, 0.5065]
+  OtW: [-0.00708, -0.005647500000000001, -0.0011336666666666665]
+  O3pQ3: [-5.08e-05, -0.0004940000000000001, 3.451666666666666e-05]
+  O83qq: [-0.000514, -0.000375, 7.816666666666665e-05]
+  O13qq: [0.00046333333333333334, 0.00125875, 0.0003456666666666666]
+  O3pl: [0.0, 0.0, 0.0]
+  Oll: [0.0, 0.0, 0.0]
+  O3pq: [0.0, 0.0, 0.0]
diff --git a/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_8TEV_TBAR-RAP-NORM.yaml b/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_8TEV_TBAR-RAP-NORM.yaml
new file mode 100644
index 000000000..855449a03
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_SINGLETOP_8TEV_TBAR-RAP-NORM.yaml
@@ -0,0 +1,32 @@
+metadata:
+  ref: arXiv:1702.02859
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 11/10/2023
+  pdf: NNPDF40notop
+  info_SM_fixed: NNPDF40notop validphys
+  observable: Rapidity normalised
+  bins: [0.0, 0.3, 0.7, 1.3, 2.2]
+
+SM_fixed: [0.6889, 0.6376, 0.5008]
+
+EFT_LO:
+  SM: [0.7026666666666667, 0.6525000000000001, 0.5125]
+  OtW: [0.0016016666666666668, 0.001051, -9.203333333333333e-05]
+  O3pQ3: [-0.0003044, 1.8215e-05, 0.00011866666666666665]
+  O83qq: [-5.246666666666667e-08, -3.825000000000001e-08, 3.1299999999999993e-09]
+  O13qq: [-0.006163333333333333, -0.004965, 0.00016816666666666664]
+  O3pl: [0.0, 0.0, 0.0]
+  Oll: [0.0, 0.0, 0.0]
+  O3pq: [0.0, 0.0, 0.0]
+
+EFT_NLO:
+  SM: [0.7013333333333334, 0.652, 0.5111666666666665]
+  OtW: [0.0018193333333333336, 0.0013130000000000001, -0.00012348333333333332]
+  O3pQ3: [-0.0005566666666666667, 0.00025675000000000003, -0.00010134999999999998]
+  O83qq: [5.9733333333333335e-06, -3.8175000000000006e-05, -1.778333333333333e-05]
+  O13qq: [-0.007663333333333333, -0.007077500000000001, 0.0003714999999999999]
+  O3pl: [0.0, 0.0, 0.0]
+  Oll: [0.0, 0.0, 0.0]
+  O3pq: [0.0, 0.0, 0.0]
diff --git a/simudata/simu_factors/SIMU_ATLAS_TTBAR_7TEV_TOT_X-SEC.yaml b/simudata/simu_factors/SIMU_ATLAS_TTBAR_7TEV_TOT_X-SEC.yaml
new file mode 100644
index 000000000..bf626b5b0
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_TTBAR_7TEV_TOT_X-SEC.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1406.5375
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: Inclusive
+  bins: []
+
+SM_fixed: [168.4]
+
+theory_cov:
+- - - []
+
+EFT_LO:
+  SM: [102.28343]
+  OtG: [32.44630499679265]
+  O8qd: [0.9412668599999999]
+  O1qd: [0.0]
+  O1qu: [0.0]
+  O8qu: [1.4294652]
+  O1dt: [0.0]
+  O8dt: [0.94260439]
+  O1qt: [0.0]
+  O8qt: [2.3675961]
+  O1ut: [0.0]
+  O8ut: [1.4337731]
+  O11qq: [0.0]
+  O13qq: [0.0]
+  O81qq: [2.3661913]
+  O83qq: [0.49885757000000003]
+
+EFT_NLO:
+  SM: [150.57148]
+  OtG: [47.65336299778183]
+  O8qd: [0.9616700499999999]
+  O1qd: [-0.037005785000000006]
+  O1qu: [-0.1334458]
+  O8qu: [1.3891117]
+  O1dt: [-0.059738412]
+  O8dt: [0.9515678799999999]
+  O1qt: [-0.19898274000000002]
+  O8qt: [2.3115379]
+  O1ut: [-0.010817757]
+  O8ut: [1.4346960999999998]
+  O11qq: [-0.042503061]
+  O13qq: [0.020392008]
+  O81qq: [2.3881899]
+  O83qq: [0.49135085]
diff --git a/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_2L_DIF_MTTBAR-NORM.yaml b/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_2L_DIF_MTTBAR-NORM.yaml
new file mode 100644
index 000000000..599872712
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_2L_DIF_MTTBAR-NORM.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1607.07281
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: M(tt) normalised
+  bins: [250.0, 450.0, 570.0, 700.0, 850.0, 1000.0, 2700.0]
+
+SM_fixed: [0.002436, 0.002645, 0.001022, 0.000371, 0.0001358, 8.596e-06]
+
+theory_cov:
+- []
+
+EFT_LO:
+  SM: [0.002288, 0.0026233333333333334, 0.0010315384615384616, 0.0003794, 0.00014073333333333333, 9.129411764705883e-06]
+  OtG: [4.480631814609859e-05, -3.5239726180507246e-05, -2.1790388297416603e-05, -7.879738497803654e-06, -2.9517996774252667e-06, -1.619105600318734e-07]
+  O8qd: [-5.655e-06, -2.9825000000000002e-06, 2.046923076923077e-06, 2.5893333333333333e-06, 1.9806666666666665e-06, 3.16e-07]
+  O1qd: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O1qu: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qu: [-9.525e-06, -5.03e-06, 3.2169230769230765e-06, 4.2966666666666665e-06, 3.289333333333333e-06, 5.604705882352941e-07]
+  O1dt: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8dt: [-5.5299999999999996e-06, -3.146666666666667e-06, 1.999230769230769e-06, 2.6073333333333334e-06, 1.962666666666667e-06, 3.1652941176470587e-07]
+  O1qt: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qt: [-1.5254999999999999e-05, -7.943333333333332e-06, 5.163846153846154e-06, 6.933333333333333e-06, 5.304e-06, 8.805882352941177e-07]
+  O1ut: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8ut: [-9.640000000000001e-06, -4.940833333333334e-06, 3.243076923076923e-06, 4.289333333333333e-06, 3.2953333333333334e-06, 5.655294117647059e-07]
+  O11qq: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O13qq: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O81qq: [-1.5295000000000002e-05, -7.878333333333334e-06, 5.219230769230769e-06, 6.953333333333334e-06, 5.231333333333334e-06, 8.817647058823529e-07]
+  O83qq: [-3.861e-06, -2.0683333333333336e-06, 1.1207692307692308e-06, 1.6739999999999998e-06, 1.3626666666666667e-06, 2.466470588235294e-07]
+
+EFT_NLO:
+  SM: [0.0023625, 0.0025983333333333336, 0.0009976923076923077, 0.0003566, 0.00012853333333333333, 7.805882352941177e-06]
+  OtG: [5.3554689234211306e-05, -3.495858393587596e-05, -2.7848742661831814e-05, -1.0935463860140898e-05, -5.294780976821412e-06, -2.7153892739073273e-07]
+  O8qd: [-2.5914999999999997e-06, -1.1458333333333333e-06, 1.0692307692307692e-06, 1.252e-06, 8.813333333333332e-07, 1.1576470588235294e-07]
+  O1qd: [1.911e-06, 6.355833333333333e-07, -6.275384615384616e-07, -7.486666666666667e-07, -5.899333333333334e-07, -1.0358823529411765e-07]
+  O1qu: [2.8695000000000002e-06, 1.16e-06, -8.13076923076923e-07, -1.1273333333333332e-06, -9.346666666666666e-07, -1.7535294117647057e-07]
+  O8qu: [-4.1235e-06, -1.7016666666666668e-06, 1.8153846153846152e-06, 1.9726666666666664e-06, 1.4106666666666667e-06, 1.678235294117647e-07]
+  O1dt: [-1.5070000000000001e-06, -4.3266666666666665e-07, 5.048461538461538e-07, 5.682666666666667e-07, 4.27e-07, 8.141176470588235e-08]
+  O8dt: [-3.911e-06, -1.6633333333333334e-06, 1.5584615384615383e-06, 1.7733333333333334e-06, 1.2653333333333334e-06, 1.9029411764705882e-07]
+  O1qt: [4.823e-06, 1.8474999999999999e-06, -1.4907692307692308e-06, -1.9426666666666666e-06, -1.458e-06, -2.837058823529412e-07]
+  O8qt: [-6.4950000000000005e-06, -2.5708333333333334e-06, 2.7653846153846157e-06, 3.1593333333333334e-06, 2.206e-06, 2.605882352941176e-07]
+  O1ut: [-2.1375e-06, -8.315833333333334e-07, 5.98923076923077e-07, 8.273333333333334e-07, 6.319333333333333e-07, 1.3564705882352942e-07]
+  O8ut: [-6.2e-06, -2.4333333333333335e-06, 2.3553846153846153e-06, 2.796666666666667e-06, 2.0033333333333334e-06, 2.9723529411764706e-07]
+  O11qq: [-3.5675e-06, -1.3925e-06, 1.0907692307692308e-06, 1.356e-06, 1.1393333333333335e-06, 2.1441176470588236e-07]
+  O13qq: [-7.32e-07, -3.885833333333333e-07, 1.366923076923077e-07, 2.9113333333333336e-07, 2.0799999999999998e-07, 5.9058823529411765e-08]
+  O81qq: [-1.0065e-05, -4.0325e-06, 3.966153846153846e-06, 4.518000000000001e-06, 3.3120000000000002e-06, 4.748235294117647e-07]
+  O83qq: [-2.3139999999999998e-06, -8.608333333333334e-07, 9.061538461538461e-07, 9.426666666666666e-07, 6.98e-07, 1.1894117647058823e-07]
diff --git a/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_LJ_DIF_YT-NORM.yaml b/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_LJ_DIF_YT-NORM.yaml
new file mode 100644
index 000000000..cbee95e51
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_LJ_DIF_YT-NORM.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1511.04716
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: top rapidity
+  bins: [0.0, 0.4, 0.8, 1.2, 1.6, 2.5]
+
+SM_fixed: [0.6734, 0.6095, 0.498, 0.358, 0.1494]
+
+theory_cov:
+- []
+
+EFT_LO:
+  SM: [0.6892499999999999, 0.62225, 0.5032500000000001, 0.3574999999999999, 0.14566666666666667]
+  OtG: [0.0035191253379708736, 0.0028086110238665063, 0.00036441851640309973, -0.0019107978074767468, -0.002125047587006104]
+  O8qd: [0.0006270000000000001, 0.00035949999999999996, 3.457500000000001e-05, -0.0002732499999999999, -0.0003324444444444445]
+  O1qd: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O1qu: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qu: [2.476e-05, 1.91025e-05, -1.9195000000000005e-05, 1.6467499999999994e-05, -1.827777777777778e-05]
+  O1dt: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O8dt: [-0.0008792499999999999, -0.00049825, 2.505000000000001e-06, 0.0004362499999999999, 0.0004172222222222223]
+  O1qt: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qt: [0.00059975, 0.00040775, 3.217500000000001e-05, -0.00020487499999999992, -0.000371]
+  O1ut: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O8ut: [-0.0032099999999999997, -0.0020985, -0.0002862500000000001, 0.0013739999999999996, 0.0018755555555555559]
+  O11qq: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O13qq: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O81qq: [-0.004144999999999999, -0.0026125, -0.00025850000000000005, 0.0018112499999999993, 0.0023133333333333335]
+  O83qq: [-0.00229525, -0.0015735, -0.0003075000000000001, 0.0009064999999999996, 0.0014533333333333334]
+
+EFT_NLO:
+  SM: [0.6855, 0.61975, 0.5017500000000001, 0.3582499999999999, 0.1487777777777778]
+  OtG: [0.003481316553348046, 0.0015010087495262547, 0.001108669899863221, -0.0010801678929937043, -0.0022271636206882706]
+  O8qd: [0.00030575, 0.000209375, 4.032500000000001e-05, -0.00012902499999999995, -0.00018955555555555558]
+  O1qd: [-0.0001147, -6.68e-05, 1.8112500000000004e-06, 3.514999999999999e-05, 6.423333333333334e-05]
+  O1qu: [-0.00033999999999999997, -0.00022439999999999998, -1.1852500000000002e-05, 0.00015194999999999995, 0.00018855555555555558]
+  O8qu: [-0.0003215, -0.00010617499999999999, 7.122500000000002e-06, 0.00016039999999999994, 0.00011555555555555557]
+  O1dt: [-0.00031225, -0.00020672499999999997, -4.382500000000001e-05, 0.00011824999999999996, 0.00019755555555555558]
+  O8dt: [-0.00069725, -0.00043025, -3.6775000000000006e-05, 0.0003302499999999999, 0.00037066666666666666]
+  O1qt: [-0.00045474999999999997, -0.00027824999999999996, -2.0382500000000003e-05, 0.00018839999999999992, 0.00025122222222222223]
+  O8qt: [5.772499999999999e-06, 2.505e-05, 5.1300000000000014e-05, 5.654999999999998e-05, -6.163333333333335e-05]
+  O1ut: [-0.00047024999999999996, -0.00035525, -0.00013192500000000002, 0.00012112499999999996, 0.00037177777777777784]
+  O8ut: [-0.0022797499999999997, -0.0015224999999999998, -0.00026550000000000006, 0.0008854999999999997, 0.0014144444444444447]
+  O11qq: [-0.00074325, -0.0005342499999999999, -0.00018342500000000003, 0.00020297499999999993, 0.0005590000000000001]
+  O13qq: [-0.00015785, -0.000155725, -0.00010782500000000003, 5.799999999999998e-06, 0.0001846666666666667]
+  O81qq: [-0.00295, -0.0019797499999999997, -0.00021200000000000006, 0.0011942499999999996, 0.0017544444444444448]
+  O83qq: [-0.0015789999999999999, -0.0010064999999999998, -0.00027125000000000006, 0.0005157499999999998, 0.0010403333333333334]
diff --git a/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM.yaml b/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM.yaml
new file mode 100644
index 000000000..9152b85c7
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1511.04716
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: ttbar rapidity
+  bins: [0.0, 0.3, 0.6, 0.9, 1.3, 2.5]
+
+SM_fixed: [0.8191, 0.7385, 0.6374, 0.4566, 0.1318]
+
+theory_cov:
+- []
+
+EFT_LO:
+  SM: [0.8153333333333334, 0.7483333333333334, 0.6296666666666666, 0.45699999999999996, 0.13266666666666668]
+  OtG: [0.0005944704289927659, 0.0007049884148133388, 0.0010377057194942212, 0.00032748224219464496, -0.0006935488338248936]
+  O8qd: [-0.0002999666666666667, -0.00019756666666666668, -4.2099999999999995e-06, 0.00013815, 7.938333333333334e-05]
+  O1qd: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O1qu: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qu: [-0.002984, -0.0020673333333333333, -0.0006613333333333332, 0.0008392499999999999, 0.0011483333333333335]
+  O1dt: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O8dt: [-0.00032740000000000004, -0.00018866666666666668, 6.189999999999999e-05, 0.00014275, 6.595833333333334e-05]
+  O1qt: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qt: [-0.0033313333333333333, -0.0022863333333333334, -0.0006293333333333333, 0.00101, 0.001225]
+  O1ut: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O8ut: [-0.0029803333333333335, -0.002057666666666667, -0.0006879999999999999, 0.0008572499999999999, 0.0011458333333333333]
+  O11qq: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O13qq: [0.0, 0.0, 0.0, 0.0, 0.0]
+  O81qq: [-0.003289666666666667, -0.002317666666666667, -0.0006533333333333332, 0.0010102499999999999, 0.0012283333333333334]
+  O83qq: [-0.002685666666666667, -0.0018676666666666668, -0.0007106666666666666, 0.0007182499999999999, 0.0010766666666666667]
+
+EFT_NLO:
+  SM: [0.8230000000000001, 0.7540000000000001, 0.6316666666666666, 0.45499999999999996, 0.1295]
+  OtG: [-0.0001652340833619162, 0.0009066352661350859, -9.95049654791544e-06, -3.001435825442927e-05, -0.0001728540076474399]
+  O8qd: [-0.00044233333333333337, -0.00027670000000000006, -2.555333333333333e-05, 0.00016137499999999998, 0.00013233333333333334]
+  O1qd: [-2.018e-05, -1.8843333333333333e-05, -2.421333333333333e-07, -1.7282499999999997e-06, 1.0391666666666666e-05]
+  O1qu: [0.0002019, 0.00011930000000000001, 2.826666666666666e-05, -8.875e-05, -5.7775e-05]
+  O8qu: [-0.002230666666666667, -0.0015696666666666667, -0.0005723333333333332, 0.0005842499999999999, 0.0008983333333333333]
+  O1dt: [2.3616666666666667e-05, 4.623333333333333e-05, 3.5066666666666664e-06, -6.3200000000000005e-06, -1.6233333333333333e-05]
+  O8dt: [-0.0004216666666666667, -0.00026053333333333334, -3.179333333333333e-05, 0.00017087499999999997, 0.00012158333333333334]
+  O1qt: [0.00019, 0.00011846666666666668, -1.1406666666666665e-05, -8.0675e-05, -4.7375e-05]
+  O8qt: [-0.0026513333333333337, -0.0018893333333333334, -0.0006176666666666665, 0.000779, 0.0010299999999999999]
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+  O8ut: [-0.0022903333333333335, -0.0016363333333333332, -0.0005786666666666666, 0.000641, 0.0009125000000000001]
+  O11qq: [4.986666666666667e-05, 6.373333333333334e-05, 7.249999999999999e-05, -8.394999999999998e-06, -4.3725e-05]
+  O13qq: [-4.243333333333333e-05, -1.864e-05, 1.6709999999999998e-05, 4.485e-05, -3.861666666666667e-06]
+  O81qq: [-0.0027143333333333334, -0.0018920000000000002, -0.0005789999999999999, 0.0008095, 0.0010266666666666668]
+  O83qq: [-0.0018903333333333333, -0.0013756666666666667, -0.0005056666666666666, 0.00044175000000000003, 0.0007956666666666667]
diff --git a/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_TOT_X-SEC.yaml b/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_TOT_X-SEC.yaml
new file mode 100644
index 000000000..b34a833e7
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_TTBAR_8TEV_TOT_X-SEC.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1406.5375
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: Inclusive
+  bins: []
+
+SM_fixed: [241.7]
+
+theory_cov:
+- - - []
+
+EFT_LO:
+  SM: [146.37007]
+  OtG: [46.49768699488233]
+  O8qd: [1.2583087]
+  O1qd: [0.0]
+  O1qu: [0.0]
+  O8qu: [1.8676066]
+  O1dt: [0.0]
+  O8dt: [1.2530451]
+  O1qt: [0.0]
+  O8qt: [3.1125713]
+  O1ut: [0.0]
+  O8ut: [1.8704728]
+  O11qq: [0.0]
+  O13qq: [0.0]
+  O81qq: [3.1075729]
+  O83qq: [0.62604296]
+
+EFT_NLO:
+  SM: [216.13927999999999]
+  OtG: [68.45839600190268]
+  O8qd: [1.2748032]
+  O1qd: [-0.043541275]
+  O1qu: [-0.17580795000000002]
+  O8qu: [1.7953675]
+  O1dt: [-0.083672999]
+  O8dt: [1.2516773]
+  O1qt: [-0.26311365999999997]
+  O8qt: [3.0135439]
+  O1ut: [-0.017730064]
+  O8ut: [1.8553279999999999]
+  O11qq: [-0.055574306999999996]
+  O13qq: [0.029926752]
+  O81qq: [3.1103861000000004]
+  O83qq: [0.6161836399999999]
diff --git a/simudata/simu_factors/SIMU_ATLAS_Z0_7TEV_49FB_HIMASS.yaml b/simudata/simu_factors/SIMU_ATLAS_Z0_7TEV_49FB_HIMASS.yaml
new file mode 100644
index 000000000..c27806add
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_Z0_7TEV_49FB_HIMASS.yaml
@@ -0,0 +1,32 @@
+metadata:
+  ref: NNPDF dataset
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop
+  observable: ''
+  bins: []
+
+SM_fixed: [225.0, 98.53, 48.0, 27.41, 16.89, 10.83, 7.227, 4.077, 1.395, 0.4225, 0.1114, 0.01722, 0.001989]
+
+EFT_LO:
+  SM: [331.92152962224924, 137.4536744147128, 63.553942529459995, 34.506862856681664, 20.556427260968427, 13.037597455376703, 8.65999001181907, 4.737551876021008, 1.6338670561467799, 0.483450552285571, 0.12815691031929652, 0.021434669814045668, 0.0024296579828306]
+  Olq1: [-3.7957637368117427, -3.24718898937126, -2.621990778553675, -2.126699924101465, -1.745300185072415, -1.449773726824085, -1.21773106349064, -0.924612052322162, -0.552847301951653, -0.301983592185451, -0.145644476359989, -0.051815949038432, -0.0132195006996566]
+  Oed: [5.801467706227364, 3.91757303618551, 2.7025697508330353, 1.9774854223430398, 1.502973567134745, 1.174320605286215, 0.937384283593385, 0.6645205974736321, 0.35720183941461303, 0.175775179273065, 0.0771904632910605, 0.024569067721456665, 0.005433846119519]
+  Oeu: [-13.492193668535307, -9.311644481045825, -6.576385276775996, -4.91379903621638, -3.80568240485995, -3.0246194816884, -2.45210517138787, -1.7784183308646042, -0.9941341436166481, -0.510389504941526, -0.233561472265153, -0.07833528810125066, -0.0186207917540338]
+  Olu: [-1.7231898688944143, -2.3535636145029004, -2.1806784075988555, -1.84855629951537, -1.53920455028805, -1.2814892250195349, -1.07272292772315, -0.805329139340478, -0.468108338475214, -0.246597246224709, -0.114489859162545, -0.03878106881089033, -0.0092659497264352]
+  Old: [0.7395902635753643, 0.98934375546794, 0.8958744504954499, 0.74381283607787, 0.60782527703141, 0.49751790795286005, 0.41006419367096997, 0.300884972283764, 0.168171006279361, 0.084922725544744, 0.0378360412113195, 0.012162895950041665, 0.0027038763705532]
+  Oqe: [-5.222857812614614, -3.741637450755495, -2.700341413482035, -2.039466457189385, -1.5884360882219553, -1.2660113687907, -1.027608032958705, -0.745170748535828, -0.414986106560263, -0.211483289915479, -0.095826850848033, -0.031653408329661674, -0.0073445913737408]
+  Olq3: [39.88328141486728, 25.246358952942305, 16.766224823505134, 12.04902572242404, 9.0811329322372, 7.072152187191437, 5.643174524535575, 4.012581141890539, 2.181604547799903, 1.0929928138847191, 0.4903851270580665, 0.160963482499914, 0.0372922168722764]
+  OpWB: [-14.103173321047635, -12.555276142437435, -8.29518779119792, -5.355696913966449, -3.5309082016652993, -2.392033611071935, -1.6635806576882, -0.955508016743114, -0.349078431387709, -0.107782000080164, -0.029294240317911998, -0.005004587194925, -0.0005770947778854]
+  Oll: [40.24519777325889, 16.66613943734, 7.705860701787815, 4.183927351257969, 2.492449070740635, 1.5807974376244898, 1.050016317697645, 0.574424075047982, 0.19810497411206002, 0.058617962377206, 0.015538915387719501, 0.0025989351281046663, 0.0002945939342786]
+  Ope: [-20.31601427573025, -6.4685752129829, -2.35489254777967, -1.079270667728315, -0.56766162231924, -0.32761104438482497, -0.20221731226242504, -0.10155284444176399, -0.031262609469874, -0.00842353837545, -0.002106132273404, -0.00033473083632, -3.64304381226e-05]
+  OpqMi: [0.5527259261118214, 0.02276065734462, -0.06406506717277001, -0.062156801859639996, -0.049327799534035, -0.037586372790485004, -0.028497239916454996, -0.01814973290319, -0.007689783606705, -0.0027399394505519996, -0.000836977483892, -0.00016399072580333332, -2.22301139716e-05]
+  O3pq: [35.63974209097275, 12.48277483944259, 4.95609967436819, 2.41587611031075, 1.329312840814465, 0.79348610392066, 0.50249084082591, 0.259641788137522, 0.082705972652374, 0.022779951490273998, 0.00573339780776, 0.0009071130810463332, 9.66554557412e-05]
+  OpD: [-9.965384099787713, -6.395192610159111, -3.8528055597757698, -2.41000527132812, -1.5655882770155598, -1.052016451441145, -0.7279952032624799, -0.416191545225272, -0.151333410893417, -0.046590914275807, -0.012645143248853002, -0.002158109065377, -0.0002487023139108]
+  Opui: [6.864238929165672, 2.378646386536655, 0.940849524746645, 0.45964886635461, 0.25428865211115503, 0.15286725449705502, 0.09757510246920001, 0.051086785478954004, 0.016712642718722002, 0.004767014114915, 0.001242438183223, 0.00020629204661999997, 2.35172260286e-05]
+  Opdi: [-2.954837139380257, -1.0020992225029102, -0.38697648632974, -0.185090224341705, -0.10047058131779, -0.059371649649265, -0.037310872758635, -0.019111792253008, -0.006020547156712, -0.001644026161394, -0.000411774132948, -6.491396104066668e-05, -6.903506290175584e-06]
+  Opl: [37.615046394999915, 13.938736114512821, 5.810624897605931, 2.932190659299755, 1.6563513395785752, 1.009538310767555, 0.65034944890029, 0.343386643752224, 0.11303903500886299, 0.032194486917422, 0.0083299999050125, 0.001363032351216, 0.0001516072223118]
+  O3pl: [-42.87535104613055, -19.393541029923295, -9.60109623392593, -5.435665519137189, -3.328548810255565, -2.152052716425935, -1.4496837224804349, -0.805461408418432, -0.28317089100188403, -0.085041437417528, -0.0227478306188445, -0.0038348378413436664, -0.0004375805647606]
diff --git a/simudata/simu_factors/SIMU_ATLAS_Z0_8TEV_HIMASS_M-Y.yaml b/simudata/simu_factors/SIMU_ATLAS_Z0_8TEV_HIMASS_M-Y.yaml
new file mode 100644
index 000000000..7db539921
--- /dev/null
+++ b/simudata/simu_factors/SIMU_ATLAS_Z0_8TEV_HIMASS_M-Y.yaml
@@ -0,0 +1,32 @@
+metadata:
+  ref: NNPDF dataset
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop
+  observable: ''
+  bins: []
+
+SM_fixed: [2.744, 2.738, 2.733, 2.712, 2.695, 2.653, 2.578, 2.371, 1.992, 1.53, 1.011, 0.4888, 1.008, 1.006, 1.006, 0.9982, 0.9892, 0.956, 0.8879, 0.7822, 0.65, 0.4917, 0.3178, 0.1461, 0.4695, 0.4683, 0.4673, 0.4613, 0.4462, 0.422, 0.3866, 0.3364, 0.2739, 0.199, 0.1209, 0.05122, 0.1413, 0.1373, 0.1256, 0.09861, 0.05549, 0.01492, 0.02867, 0.02714, 0.02254, 0.014, 0.004885, 0.0005245]
+
+EFT_LO:
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+  Opui: [0.050350410332042, 0.0504331236691055, 0.05059924990868251, 0.05084880471587299, 0.05118263580797351, 0.05160910507767401, 0.05213022563443902, 0.052733920348414454, 0.05336650892880651, 0.05389295242027851, 0.054052154792107954, 0.05341862026882707, 0.011783186222849499, 0.011815022985566, 0.011878769824801502, 0.011975310900606995, 0.012105521327250504, 0.012267509376013503, 0.012453842260174503, 0.012643450886037988, 0.012791912753227502, 0.012819827130928002, 0.01260788982906899, 0.012009182075735017, 0.0041988857948954995, 0.004217513546386499, 0.0042549463281475, 0.004310599311501999, 0.0043822449951095, 0.004463674031408501, 0.004541199611890501, 0.004589776004887496, 0.004569962934704001, 0.004429788396989001, 0.004113889698027496, 0.0035808960077185047, 0.00113319000516725, 0.00116688967401375, 0.0012118918551705003, 0.0012010932155514997, 0.0010220955416195001, 0.0006180373482622502, 0.00024559393745375, 0.00025127190224225, 0.00024175719780700005, 0.00018942473305549992, 9.722098192825002e-05, 2.1184224918955533e-05]
+  Opdi: [-0.030819170076516997, -0.030634551385, -0.030264023194178504, -0.02970489780850999, -0.028954812784737504, -0.028016012689659003, -0.026891512348009503, -0.025583328345617974, -0.024085256708607505, -0.022373462504198506, -0.020402681983459483, -0.018112773804237526, -0.0069273945717355, -0.00687680391042, -0.006775884762532001, -0.006625433555806498, -0.006426668610441501, -0.006180310831665502, -0.005886112956004501, -0.005540747270897495, -0.005136219284325001, -0.004659383575645501, -0.004096292401431996, -0.0034434219471845048, -0.0023377376535555, -0.0023160847350115, -0.0022732857520065004, -0.0022099850700729993, -0.0021266532137860007, -0.0020228813130315007, -0.0018965876302225004, -0.0017437580986569984, -0.0015592846624400004, -0.0013401923657970004, -0.001090331326803499, -0.0008234814534275012, -0.0005767571726312499, -0.0005471745203779999, -0.0004860697398487501, -0.0003873042197314999, -0.00025282086797200006, -0.00011429050858550003, -0.0001107747818475, -9.890332346200001e-05, -7.538704020650001e-05, -4.4541855031749985e-05, -1.6848128397416196e-05, -2.4429475895230866e-06]
+  Opl: [0.34447337172178, 0.3434705141419325, 0.34145839628236463, 0.33841940017155786, 0.3343408990768361, 0.3292608438392926, 0.3232042475231966, 0.3161492717143172, 0.30790138605297557, 0.29792171466058304, 0.2851772890812527, 0.2680837809261483, 0.0899343539598, 0.0896543642846965, 0.08909655395639252, 0.08826999158061798, 0.08718659535839302, 0.08584564035894951, 0.08422091978535652, 0.08221883944370043, 0.07963538245310502, 0.07611544726871251, 0.07117110216893995, 0.06430666965940458, 0.0337774153944585, 0.033665988041888494, 0.03344790083389701, 0.03312629229068699, 0.03269704914184001, 0.03213474064325901, 0.031373901255169506, 0.030293310805228974, 0.028712537844427507, 0.026425249649489505, 0.02326987273318398, 0.019215799467003025, 0.009145139548788, 0.009016359257234, 0.008658545216678002, 0.007769428079060997, 0.0059493072581617516, 0.0032618631357667505, 0.001908777348215, 0.0018259156344874999, 0.0015826159830835003, 0.0011117582200749997, 0.0005172986588727501, 0.00010181390528675003]
+  O3pl: [-0.39951773054927503, -0.398861650395423, -0.3975462336265586, -0.39555675196687434, -0.3928866435749106, -0.3895842592325485, -0.3856714387890086, -0.38109435496048916, -0.3755511969308721, -0.36826232089993755, -0.3577417441290382, -0.3416803172856209, -0.144600365513297, -0.144491557263638, -0.14427613963879404, -0.14396798998526847, -0.14358212032106352, -0.14310727824834654, -0.14247770843686303, -0.1414921300020029, -0.13972385684926703, -0.13642450195622252, -0.13052281704129637, -0.12081258432227916, -0.067496467710044, -0.067517506923925, -0.06756586849820802, -0.06764001314839248, -0.06771755861565151, -0.06772217447911552, -0.06747726331775152, -0.06665980344291744, -0.064775938790587, -0.06121373528147451, -0.05539029280080795, -0.04697682274198856, -0.0211821893147985, -0.021349599492874, -0.0213534955708925, -0.020206739521922243, -0.016392784454683004, -0.009478612648020001, -0.0048455382327469996, -0.004803515430460749, -0.004408145967905501, -0.0032930790482034985, -0.0016208760371432503, -0.0003386939265702501]
diff --git a/simudata/simu_factors/SIMU_CMS_SINGLETOP_7TEV_TCHANNEL-XSEC.yaml b/simudata/simu_factors/SIMU_CMS_SINGLETOP_7TEV_TCHANNEL-XSEC.yaml
new file mode 100644
index 000000000..463b61335
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_SINGLETOP_7TEV_TCHANNEL-XSEC.yaml
@@ -0,0 +1,32 @@
+metadata:
+  ref: arXiv:1209.4533
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 11/10/2023
+  pdf: NNPDF40notop
+  info_SM_fixed: NNPDF40notop validphys
+  observable: Inclusive
+  bins: []
+
+SM_fixed: [61.87]
+
+EFT_LO:
+  SM: [65.71]
+  OtW: [1.962]
+  O3pQ3: [7.956]
+  O83qq: [-1.122e-07]
+  O13qq: [-21.14]
+  O3pl: [-15.954387999999998]
+  Oll: [7.977193999999999]
+  O3pq: [7.977193999999999]
+
+EFT_NLO:
+  SM: [66.99]
+  OtW: [2.102]
+  O3pQ3: [8.131]
+  O83qq: [0.7745]
+  O13qq: [-21.59]
+  O3pl: [-16.265171999999996]
+  Oll: [8.132585999999998]
+  O3pq: [8.132585999999998]
diff --git a/simudata/simu_factors/SIMU_CMS_TTBAR_13TEV_2L_DIF_MTTBAR-NORM.yaml b/simudata/simu_factors/SIMU_CMS_TTBAR_13TEV_2L_DIF_MTTBAR-NORM.yaml
new file mode 100644
index 000000000..a3a3af224
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_TTBAR_13TEV_2L_DIF_MTTBAR-NORM.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1811.06625
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: M(tt) normalised
+  bins: [300.0, 380.0, 470.0, 620.0, 820.0, 1100.0, 1500.0, 2500.0]
+
+SM_fixed: [0.001575, 0.004051, 0.002069, 0.0006672, 0.0001666, 3.204e-05]
+
+theory_cov:
+- []
+
+EFT_LO:
+  SM: [0.00144875, 0.0040188888888888896, 0.002114, 0.000691, 0.00017692857142857142, 3.55e-05]
+  OtG: [8.617494525956777e-05, 3.876531455858458e-05, -3.591640647965425e-05, -1.5955307110833237e-05, -4.769723598572093e-06, -8.88506438636448e-07]
+  O8qd: [-2.7787500000000003e-06, -7.982222222222222e-06, -1.9933333333333334e-06, 1.4485e-06, 1.4967857142857142e-06, 7.9625e-07]
+  O1qd: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O1qu: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qu: [-4.77e-06, -1.2722222222222221e-05, -3.032e-06, 2.2305e-06, 2.3546428571428574e-06, 1.2905e-06]
+  O1dt: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8dt: [-2.84e-06, -8.003333333333334e-06, -1.922666666666667e-06, 1.425e-06, 1.4946428571428572e-06, 7.985000000000001e-07]
+  O1qt: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qt: [-7.614999999999999e-06, -2.0555555555555558e-05, -5.019333333333334e-06, 3.6450000000000003e-06, 3.835714285714286e-06, 2.08425e-06]
+  O1ut: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8ut: [-4.74125e-06, -1.2777777777777777e-05, -2.988666666666667e-06, 2.237e-06, 2.3332142857142855e-06, 1.29425e-06]
+  O11qq: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O13qq: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O81qq: [-7.6174999999999995e-06, -2.071111111111111e-05, -4.905333333333334e-06, 3.6375e-06, 3.853571428571429e-06, 2.0725e-06]
+  O83qq: [-1.7275e-06, -4.846666666666666e-06, -1.07e-06, 7.565e-07, 8.396428571428571e-07, 4.9725e-07]
+
+EFT_NLO:
+  SM: [0.00156125, 0.00409, 0.0020846666666666665, 0.000664, 0.0001647857142857143, 3.1425e-05]
+  OtG: [9.11046291007749e-05, 4.610732811953024e-05, -3.470652537172377e-05, -1.8933475991892884e-05, -6.568756976779164e-06, -1.3099289687785798e-06]
+  O8qd: [-1.04375e-06, -3.007777777777778e-06, -7.513333333333333e-07, 6.185e-07, 6.092857142857143e-07, 2.775e-07]
+  O1qd: [1.41375e-06, 2.5155555555555557e-06, 3.378666666666667e-07, -4.894e-07, -4.385714285714286e-07, -2.4505e-07]
+  O1qu: [1.81375e-06, 3.5544444444444446e-06, 6.946666666666667e-07, -6.285e-07, -6.278571428571428e-07, -3.7100000000000003e-07]
+  O8qu: [-1.67625e-06, -4.425555555555556e-06, -9.233333333333334e-07, 9.895e-07, 8.810714285714285e-07, 3.9025e-07]
+  O1dt: [-1.1314999999999999e-06, -1.9044444444444443e-06, -2.3619999999999998e-07, 3.646e-07, 3.3292857142857147e-07, 1.847e-07]
+  O8dt: [-2.075e-06, -4.7711111111111105e-06, -9.573333333333333e-07, 9.605e-07, 9.235714285714286e-07, 4.4825e-07]
+  O1qt: [3.1525e-06, 5.94e-06, 1.0313333333333334e-06, -1.0715e-06, -1.0360714285714286e-06, -6.2275e-07]
+  O8qt: [-2.6537500000000002e-06, -6.942222222222222e-06, -1.5733333333333332e-06, 1.583e-06, 1.4025e-06, 6.272500000000001e-07]
+  O1ut: [-1.42625e-06, -2.6744444444444446e-06, -4.873333333333334e-07, 4.4725000000000004e-07, 4.7142857142857145e-07, 2.825e-07]
+  O8ut: [-3.0025e-06, -6.796666666666666e-06, -1.398e-06, 1.374e-06, 1.325357142857143e-06, 6.572499999999999e-07]
+  O11qq: [-2.525e-06, -4.505555555555556e-06, -7.026666666666667e-07, 7.684999999999999e-07, 7.964285714285715e-07, 4.665e-07]
+  O13qq: [-4.0125e-07, -7.136666666666666e-07, -2.298666666666667e-07, 6.585e-08, 1.6175e-07, 9.36e-08]
+  O81qq: [-5.06375e-06, -1.147777777777778e-05, -2.3013333333333333e-06, 2.3589999999999998e-06, 2.1857142857142857e-06, 1.111e-06]
+  O83qq: [-1.004e-06, -2.2733333333333333e-06, -4.282e-07, 4.4409999999999996e-07, 4.3357142857142857e-07, 2.0497500000000002e-07]
diff --git a/simudata/simu_factors/SIMU_CMS_TTBAR_13TEV_TOT_X-SEC.yaml b/simudata/simu_factors/SIMU_CMS_TTBAR_13TEV_TOT_X-SEC.yaml
new file mode 100644
index 000000000..1adaf7969
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_TTBAR_13TEV_TOT_X-SEC.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1510.05302
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: Inclusive
+  bins: []
+
+SM_fixed: [803.0]
+
+theory_cov:
+- - - []
+
+EFT_LO:
+  SM: [482.24141]
+  OtG: [153.46886996968948]
+  O8qd: [3.1798485]
+  O1qd: [0.0]
+  O1qu: [0.0]
+  O8qu: [4.425767]
+  O1dt: [0.0]
+  O8dt: [3.1854488]
+  O1qt: [0.0]
+  O8qt: [7.5577179999999995]
+  O1ut: [0.0]
+  O8ut: [4.4377186]
+  O11qq: [0.0]
+  O13qq: [0.0]
+  O81qq: [7.5638368]
+  O83qq: [1.294876]
+
+EFT_NLO:
+  SM: [721.36374]
+  OtG: [227.97131995116777]
+  O8qd: [3.1767445]
+  O1qd: [-0.032257371]
+  O1qu: [-0.39829671]
+  O8qu: [4.0987649]
+  O1dt: [-0.29020093]
+  O8dt: [3.0481466]
+  O1qt: [-0.57452543]
+  O8qt: [7.074094199999999]
+  O1ut: [-0.049367458999999995]
+  O8ut: [4.212933]
+  O11qq: [-0.19979257]
+  O13qq: [0.092033935]
+  O81qq: [7.2571126999999995]
+  O83qq: [1.2016685999999999]
diff --git a/simudata/simu_factors/SIMU_CMS_TTBAR_5TEV_TOT_X-SEC.yaml b/simudata/simu_factors/SIMU_CMS_TTBAR_5TEV_TOT_X-SEC.yaml
new file mode 100644
index 000000000..b63978a67
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_TTBAR_5TEV_TOT_X-SEC.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1711.03143
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: Inclusive
+  bins: []
+
+SM_fixed: [63.89]
+
+theory_cov:
+- - - []
+
+EFT_LO:
+  SM: [38.744294000000004]
+  OtG: [12.204935998455975]
+  O8qd: [0.4277302]
+  O1qd: [0.0]
+  O1qu: [0.0]
+  O8qu: [0.67748627]
+  O1dt: [0.0]
+  O8dt: [0.42558772]
+  O1qt: [0.0]
+  O8qt: [1.1012207]
+  O1ut: [0.0]
+  O8ut: [0.67815408]
+  O11qq: [0.0]
+  O13qq: [0.0]
+  O81qq: [1.1028759]
+  O83qq: [0.25172177]
+
+EFT_NLO:
+  SM: [56.301082]
+  OtG: [17.73306199422946]
+  O8qd: [0.45114608]
+  O1qd: [-0.016601301]
+  O1qu: [-0.05550688]
+  O8qu: [0.6800830600000001]
+  O1dt: [-0.023404533]
+  O8dt: [0.44455708]
+  O1qt: [-0.095728172]
+  O8qt: [1.1099704]
+  O1ut: [-0.0073451602]
+  O8ut: [0.70376695]
+  O11qq: [-0.023434]
+  O13qq: [0.010135679]
+  O81qq: [1.1432815]
+  O83qq: [0.25075577]
diff --git a/simudata/simu_factors/SIMU_CMS_TTBAR_7TEV_TOT_X-SEC.yaml b/simudata/simu_factors/SIMU_CMS_TTBAR_7TEV_TOT_X-SEC.yaml
new file mode 100644
index 000000000..59c12df9c
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_TTBAR_7TEV_TOT_X-SEC.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1607.04972
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: Inclusive
+  bins: []
+
+SM_fixed: [168.4]
+
+theory_cov:
+- - - []
+
+EFT_LO:
+  SM: [102.28343]
+  OtG: [32.44630499679265]
+  O8qd: [0.9412668599999999]
+  O1qd: [0.0]
+  O1qu: [0.0]
+  O8qu: [1.4294652]
+  O1dt: [0.0]
+  O8dt: [0.94260439]
+  O1qt: [0.0]
+  O8qt: [2.3675961]
+  O1ut: [0.0]
+  O8ut: [1.4337731]
+  O11qq: [0.0]
+  O13qq: [0.0]
+  O81qq: [2.3661913]
+  O83qq: [0.49885757000000003]
+
+EFT_NLO:
+  SM: [150.57148]
+  OtG: [47.65336299778183]
+  O8qd: [0.9616700499999999]
+  O1qd: [-0.037005785000000006]
+  O1qu: [-0.1334458]
+  O8qu: [1.3891117]
+  O1dt: [-0.059738412]
+  O8dt: [0.9515678799999999]
+  O1qt: [-0.19898274000000002]
+  O8qt: [2.3115379]
+  O1ut: [-0.010817757]
+  O8ut: [1.4346960999999998]
+  O11qq: [-0.042503061]
+  O13qq: [0.020392008]
+  O81qq: [2.3881899]
+  O83qq: [0.49135085]
diff --git a/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_2L_DIF_MTTBAR-YTTBAR-NORM.yaml b/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_2L_DIF_MTTBAR-YTTBAR-NORM.yaml
new file mode 100644
index 000000000..26e741262
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_2L_DIF_MTTBAR-YTTBAR-NORM.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1703.01630
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: Normalised 2D distribution, Ytt vs M(tt)
+  bins: [mtt-250-420-absytt-0-0.3    mtt-250-420-absytt-0.3-0.6    mtt-250-420-absytt-0.6-0.9    mtt-250-420-absytt-0.9-1.2    mtt-250-420-absytt-1.2-1.5    mtt-250-420-absytt-1.5-2.5    mtt-420-520-absytt-0-0.3    mtt-420-520-absytt-0.3-0.6    mtt-420-520-absytt-0.6-0.9    mtt-420-520-absytt-0.9-1.2    mtt-420-520-absytt-1.2-1.5    mtt-420-520-absytt-1.5-2.5    mtt-520-620-absytt-0-0.3    mtt-520-620-absytt-0.3-0.6    mtt-520-620-absytt-0.6-0.9    mtt-520-620-absytt-0.9-1.2    mtt-520-620-absytt-1.2-1.5    mtt-520-620-absytt-1.5-2.5    mtt-620-800-absytt-0-0.3    mtt-620-800-absytt-0.3-0.6    mtt-620-800-absytt-0.6-0.9    mtt-620-800-absytt-0.9-1.2    mtt-620-800-absytt-1.2-1.5    mtt-620-800-absytt-1.5-2.5    mtt-800-1000-absytt-0-0.3    mtt-800-1000-absytt-0.3-0.6    mtt-800-1000-absytt-0.6-0.9    mtt-800-1000-absytt-0.9-1.2    mtt-800-1000-absytt-1.2-1.5    mtt-800-1000-absytt-1.5-2.5    mtt-1000-3500-absytt-0-0.3    mtt-1000-3500-absytt-0.3-0.6    mtt-1000-3500-absytt-0.6-0.9    mtt-1000-3500-absytt-0.9-1.2    mtt-1000-3500-absytt-1.2-2.2]
+
+SM_fixed: [0.003409, 0.003065, 0.00249, 0.0009708, 0.002878, 0.002574, 0.001989, 0.0006617, 0.001311, 0.001148, 0.0008449, 0.000215, 0.0001358, 0.0001127, 7.31e-05, 1.177e-05]
+
+theory_cov:
+- []
+
+EFT_LO:
+  SM: [0.002765714285714286, 0.0025154166666666667, 0.00204125, 0.0007724691358024691, 0.0031085714285714284, 0.0027775, 0.00213725, 0.000656074074074074, 0.001462095238095238, 0.0012706666666666667, 0.0008956666666666667, 0.0002087901234567901, 0.00015522689075630252, 0.00012502941176470588, 7.570588235294117e-05, 1.093681917211329e-05]
+  OtG: [0.00013057187597949392, 0.000132282273379098, 9.844825842174718e-05, 1.5611832434952926e-05, 1.900909356113854e-05, 5.5607997076035636e-06, -4.8220742234344705e-06, -7.151569312475123e-06, -2.8718057067360903e-05, -3.3213563107130066e-05, -1.8503037520802233e-05, -3.663538378572026e-06, -5.216488034839248e-06, -3.263188949754811e-06, -2.7034136407688744e-06, -2.9694501132297496e-07]
+  O81qq: [-2.7714285714285716e-05, -2.3462499999999998e-05, -1.7258333333333334e-05, -2.767901234567901e-07, -2.8462857142857145e-05, -2.2422499999999998e-05, -1.0412499999999999e-05, 3.1555555555555555e-06, -6.9466666666666665e-06, -5.37e-06, 1.2804999999999999e-06, 3.850864197530864e-06, 2.3052100840336134e-06, 2.694117647058824e-06, 2.6520588235294115e-06, 6.903703703703703e-07]
+  O11qq: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O83qq: [-1.1642857142857142e-05, -1.1133333333333332e-05, -6.658333333333334e-06, 1.0446913580246914e-06, -1.0708571428571429e-05, -9.4375e-06, -5.1375e-06, 2.6518518518518516e-06, -4.27047619047619e-06, -2.75e-06, 5.89e-07, 2.667654320987654e-06, 1.9801680672268907e-07, 2.994117647058823e-07, 1.2344117647058824e-06, 3.6601307189542484e-07]
+  O13qq: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qt: [-2.8814285714285715e-05, -2.2833333333333334e-05, -1.5187500000000002e-05, 1.1867901234567902e-08, -2.594857142857143e-05, -2.1555e-05, -9.6975e-06, 3.673333333333333e-06, -7.447619047619048e-06, -4.341666666666667e-06, 2.0283333333333335e-06, 3.30962962962963e-06, 2.289075630252101e-06, 2.3773529411764706e-06, 2.377058823529412e-06, 6.45925925925926e-07]
+  O1qt: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8ut: [-2.0433333333333333e-05, -1.6845833333333334e-05, -1.0458333333333333e-05, -2.3728395061728394e-07, -2.0882857142857143e-05, -1.66e-05, -9.005e-06, 3.2548148148148147e-06, -6.622857142857143e-06, -3.1833333333333335e-06, 7.363333333333333e-07, 3.10320987654321e-06, 1.3149579831932773e-06, 1.951176470588235e-06, 1.7094117647058825e-06, 5.661002178649237e-07]
+  O1ut: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qu: [-2.049047619047619e-05, -1.445e-05, -1.1862499999999999e-05, 7.746913580246913e-07, -2.1037142857142855e-05, -1.64325e-05, -7.26e-06, 3.2562962962962965e-06, -5.045714285714286e-06, -2.825e-06, 1.2543333333333332e-06, 3.0790123456790124e-06, 1.1704201680672268e-06, 1.5079411764705883e-06, 1.7467647058823529e-06, 4.569063180827887e-07]
+  O1qu: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8dt: [-8.666666666666666e-06, -6.420833333333334e-06, -4.220833333333333e-06, -9.109876543209876e-07, -7.362857142857142e-06, -6.2125e-06, -3.8175e-06, 2.46e-07, -2.7142857142857145e-07, -6.598333333333333e-07, 1.0046666666666667e-06, 6.9679012345679e-07, 1.1378151260504202e-06, 8.244117647058823e-07, 5.923529411764705e-07, 1.4736383442265795e-07]
+  O1dt: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qd: [-8.51904761904762e-06, -5.4625e-06, -4.408333333333333e-06, -9.555555555555556e-07, -7.691428571428571e-06, -5.8625e-06, -2.434e-06, 2.1096296296296296e-07, -5.106666666666666e-07, -2.133333333333333e-07, 1.1495e-06, 6.725925925925927e-07, 9.815126050420168e-07, 8.294117647058824e-07, 5.108823529411764e-07, 1.3289760348583877e-07]
+  O1qd: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+
+EFT_NLO:
+  SM: [0.0028861904761904762, 0.0025875, 0.002045833333333333, 0.0007596296296296296, 0.0031171428571428574, 0.0027525, 0.00212475, 0.0006667407407407407, 0.001432, 0.0012486666666666666, 0.000883, 0.0002174814814814815, 0.00014803361344537815, 0.0001225, 7.676470588235295e-05, 1.1825708061002179e-05]
+  OtG: [0.0001251983197766891, 0.00015225306730807871, 8.211292455265373e-05, 2.57947111804742e-05, 5.3713403033397245e-06, 1.812785804262187e-05, -1.99165043920864e-05, -5.796054367478935e-06, -2.920555494967721e-05, -2.7377437890991044e-05, -1.6370234285668368e-05, -5.9747215206443565e-06, -4.015991912878491e-06, -4.369395290800979e-06, -3.256003569871739e-06, -4.5489664247394625e-07]
+  O81qq: [-1.8476190476190475e-05, -1.6804166666666667e-05, -9.366666666666666e-06, 8.969135802469137e-07, -1.6411428571428572e-05, -1.2620000000000001e-05, -8.210000000000001e-06, 2.1955555555555554e-06, -5.8152380952380955e-06, -2.43e-06, 1.6376666666666666e-06, 2.3812345679012345e-06, 1.5519327731092436e-06, 1.5767647058823528e-06, 1.4585294117647057e-06, 3.7620915032679737e-07]
+  O11qq: [-1.1319047619047619e-05, -5.670833333333333e-06, -7.895833333333333e-06, -1.4074074074074075e-06, -9.36857142857143e-07, 8.6775e-07, -4.975000000000001e-06, -1.0051851851851852e-06, 2.0495238095238097e-06, -2.926666666666667e-06, 2.29e-06, -8.829629629629631e-08, 7.115966386554621e-07, 8.420588235294119e-07, 5.167647058823529e-07, 2.482788671023965e-07]
+  O83qq: [-8.223809523809524e-06, -4.95e-06, -1.80875e-06, 7.619753086419752e-07, -5.848571428571428e-06, -4.754999999999999e-06, -2.6324999999999998e-06, 1.9407407407407408e-06, -3.6285714285714283e-06, -2.9033333333333336e-06, 1.269e-06, 1.265679012345679e-06, 1.0097478991596639e-07, 3.111764705882353e-07, 5.070588235294117e-07, 2.0522875816993465e-07]
+  O13qq: [-3.838571428571429e-06, 2.6812500000000004e-06, -2.2854166666666665e-06, -1.7839506172839505e-06, 2.1734285714285714e-06, -7.3975e-07, -2.94e-06, -1.4548148148148148e-07, 6.826666666666667e-07, -2.1499999999999997e-06, -4.298333333333333e-07, -8.804938271604938e-08, -2.4228571428571427e-07, 1.7252941176470588e-07, 7.676470588235295e-07, 1.704575163398693e-07]
+  O8qt: [-1.5452380952380952e-05, -1.17e-05, -3.927083333333333e-06, 2.459259259259259e-06, -1.4474285714285714e-05, -9.7725e-06, -5.215e-06, 2.7748148148148146e-06, -3.5733333333333336e-06, -1.3148333333333333e-06, 9.798333333333333e-07, 2.3358024691358024e-06, 6.709243697478992e-07, 4.3764705882352945e-07, 9.955882352941176e-07, 2.4366013071895425e-07]
+  O1qt: [-6.823809523809524e-08, 2.585416666666667e-06, 5.7375000000000005e-06, 1.4012345679012345e-06, 6.745714285714286e-06, 4.2925e-06, -2.6375e-06, 2.9585185185185186e-07, 2.6609523809523807e-07, 9.366666666666667e-07, -7.718333333333334e-07, -9.37283950617284e-07, -1.8067226890756302e-07, -5.4e-07, -3.5205882352941175e-07, -1.143355119825708e-07]
+  O8ut: [-1.161904761904762e-05, -1.0325e-05, -5.6875e-06, 1.648148148148148e-06, -1.1645714285714285e-05, -1.1005e-05, -5.065e-06, 1.8185185185185185e-06, -3.415238095238095e-06, -3.3549999999999996e-06, 8.855e-07, 2.0271604938271607e-06, 8.141176470588235e-07, 7.741176470588236e-07, 1.045e-06, 3.1006535947712415e-07]
+  O1ut: [-5.333333333333334e-06, 2.8320833333333333e-06, -3.892083333333334e-06, -6.312345679012345e-08, -8.265714285714285e-07, 1.257e-06, -3.5575e-06, -5.539999999999999e-07, 2.5504761904761907e-07, 3.6066666666666664e-07, 3.96e-07, 2.5451851851851853e-07, 7.310924369747899e-07, -3.370588235294118e-08, 1.4188235294117646e-07, -2.2919389978213505e-08]
+  O8qu: [-1.0023809523809523e-05, -9.033333333333334e-06, -4.575e-06, 2.1580246913580245e-06, -1.1825714285714285e-05, -6.7225e-06, -3.3475e-06, 2.794814814814815e-06, -3.931428571428571e-06, -2.07e-06, 1.3925e-06, 1.5787654320987655e-06, 3.0063865546218487e-07, 2.8464705882352944e-07, 8.447058823529411e-07, 2.2283224400871457e-07]
+  O1qu: [4.60952380952381e-07, 5.370833333333333e-06, 6.808333333333333e-06, 1.951851851851852e-06, 3.0228571428571428e-06, 3.97e-06, -1.52e-06, -1.5896296296296297e-07, 1.0203809523809524e-06, -8.78e-07, 1.3235e-06, -3.1338271604938273e-07, -8.067226890756303e-07, -4.314705882352941e-07, -5.141176470588235e-07, -8.516775599128541e-08]
+  O8dt: [-6.3476190476190474e-06, -5.0750000000000005e-06, -2.5179166666666668e-06, -3.15679012345679e-07, -4.277142857142857e-06, -3.0349999999999997e-06, -2.115e-06, -3.2185185185185185e-07, -5.942857142857143e-07, -4.363333333333333e-07, 7.165e-07, 3.978271604938272e-07, 8.494117647058824e-07, 6.702941176470589e-07, 2.8038235294117646e-07, 8.550762527233115e-08]
+  O1dt: [-7.533333333333333e-06, 3.6933333333333336e-07, -5.358333333333333e-07, 5.2938271604938276e-08, -1.6034285714285714e-07, 3.9575e-07, -1.33325e-06, -2.646666666666667e-07, -8.72e-07, -5.326666666666667e-07, 1.352e-06, -1.5649382716049383e-08, 3.5495798319327734e-07, -2.3311764705882353e-08, 2.601764705882353e-07, 4.3947712418300655e-08]
+  O8qd: [-5.114285714285714e-06, -3.03375e-06, -7.829166666666668e-07, -4.446913580246913e-07, -3.882857142857143e-06, -2.8625e-06, -1.77825e-06, 3.0837037037037036e-07, -5.419047619047619e-07, -8.3e-07, 7.801666666666667e-07, 4.285925925925926e-07, 6.15126050420168e-07, 2.572941176470588e-07, 3.1205882352941176e-07, 7.227015250544662e-08]
+  O1qd: [2.598571428571428e-07, 9.695833333333333e-07, 1.3783333333333334e-06, 7.762962962962962e-08, 2.8885714285714286e-06, 4.575e-06, -8.077499999999999e-09, -2.0903703703703704e-07, 1.6165714285714288e-06, -1.2586666666666665e-06, 1.2066666666666666e-06, -4.4824691358024693e-07, -2.0087394957983193e-07, -4.3323529411764706e-07, -2.468823529411765e-07, -2.0627450980392155e-08]
diff --git a/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM.yaml b/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM.yaml
new file mode 100644
index 000000000..244b05153
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1505.04480
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: ttbar rapidity
+  bins: [-2.5, -1.3, -0.9, -0.6, -0.3, 0.0, 0.3, 0.6, 0.9, 1.3, 2.5]
+
+SM_fixed: [0.06646, 0.2307, 0.3092, 0.3673, 0.4146, 0.4095, 0.3692, 0.3187, 0.2283, 0.06589]
+
+theory_cov:
+- []
+
+EFT_LO:
+  SM: [0.066325, 0.22855, 0.31476666666666664, 0.37433333333333335, 0.4076666666666667, 0.4076666666666667, 0.37433333333333335, 0.31476666666666664, 0.22855, 0.066325]
+  OtG: [-0.00033126312065692774, 1.0941280596236719e-05, 0.0003813452184419347, 0.00028032790157786724, 0.0003474530361236257, 0.00023425935169897578, 0.0004129882628031935, 0.0006464332714487545, 0.00032922726302339085, -0.0003577292698929071]
+  O8qd: [4.3391666666666667e-05, 6.2225e-05, -1.4639999999999997e-05, -9.763333333333334e-05, -0.00014866666666666668, -0.0001512666666666667, -9.993333333333334e-05, 1.0429999999999998e-05, 7.59e-05, 3.599166666666667e-05]
+  O1qd: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O1qu: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qu: [0.0005761666666666667, 0.00042024999999999994, -0.00031949999999999996, -0.0010363333333333336, -0.0014903333333333335, -0.001492, -0.0010316666666666666, -0.00034233333333333327, 0.0004185, 0.0005722500000000001]
+  O1dt: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8dt: [3.3875000000000003e-05, 6.0425e-05, 3.573333333333333e-05, -0.00011800000000000001, -0.00015413333333333333, -0.0001727, -7.013333333333333e-05, 2.6609999999999994e-05, 8.092499999999999e-05, 3.216666666666667e-05]
+  O1qt: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8qt: [0.0006085833333333334, 0.0005239999999999999, -0.00033933333333333325, -0.0011566666666666667, -0.001649666666666667, -0.0016813333333333335, -0.0011293333333333333, -0.0002916333333333333, 0.00048625000000000003, 0.0006165833333333333]
+  O1ut: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O8ut: [0.00057725, 0.00042274999999999995, -0.00033933333333333325, -0.0010433333333333334, -0.0014730000000000001, -0.0015066666666666666, -0.0010136666666666668, -0.0003483333333333333, 0.000433, 0.0005686666666666666]
+  O11qq: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O13qq: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
+  O81qq: [0.0006170833333333333, 0.00049925, -0.0003356666666666666, -0.001167, -0.001611, -0.0016790000000000002, -0.0011510000000000001, -0.0003175666666666666, 0.000511, 0.0006114166666666667]
+  O83qq: [0.00054, 0.00036175, -0.0003653333333333333, -0.000958, -0.0013183333333333335, -0.0013673333333333335, -0.0009096666666666668, -0.00034499999999999993, 0.00035624999999999996, 0.0005365833333333334]
+
+EFT_NLO:
+  SM: [0.06475, 0.22747499999999998, 0.31579999999999997, 0.37700000000000006, 0.41133333333333333, 0.4116666666666667, 0.3766666666666667, 0.31579999999999997, 0.22759999999999997, 0.06475]
+  OtG: [-5.512326906805067e-05, -1.0696977680212293e-05, -6.491477482934702e-06, 0.0005673256605456076, -1.1722662145108489e-05, -0.00020428377168518527, 0.0003597457384061245, 1.1466725756892423e-05, -2.0434193904614348e-05, -0.00011352329947007972]
+  O8qd: [6.65e-05, 7.417499999999999e-05, -7.256666666666666e-06, -0.00014330000000000001, -0.00021046666666666667, -0.00023146666666666666, -0.00013223333333333334, -1.960333333333333e-05, 8.7375e-05, 6.573333333333334e-05]
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+  O8dt: [6.336666666666667e-05, 7.525e-05, -2.6099999999999994e-05, -0.0001263, -0.00020216666666666666, -0.0002185, -0.00013376666666666667, -6.036666666666665e-06, 9.54e-05, 5.7966666666666675e-05]
+  O1qt: [-2.5966666666666667e-05, -4.0799999999999996e-05, 1.8803333333333332e-06, 6.446666666666667e-05, 9.06e-05, 9.943333333333334e-05, 5.39e-05, -1.3089999999999998e-05, -3.985e-05, -2.1450000000000003e-05]
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+  O13qq: [-7.775000000000001e-07, 1.831e-05, 6.923333333333333e-06, -1.5080000000000001e-05, -1.5456666666666667e-05, -2.6990000000000004e-05, -3.55e-06, 9.78e-06, 2.6549999999999998e-05, -3.080833333333333e-06]
+  O81qq: [0.0005155833333333334, 0.0003965, -0.0002821666666666666, -0.0009513333333333333, -0.001335, -0.0013806666666666668, -0.0009393333333333335, -0.00029759999999999997, 0.00041224999999999996, 0.0005113333333333334]
+  O83qq: [0.0004004166666666667, 0.00021877499999999996, -0.00026199999999999997, -0.0006903333333333334, -0.0009396666666666668, -0.000951, -0.0006853333333333334, -0.00024379999999999994, 0.00022285, 0.0003954166666666667]
diff --git a/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_TOT_X-SEC.yaml b/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_TOT_X-SEC.yaml
new file mode 100644
index 000000000..bb8d97372
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_TTBAR_8TEV_TOT_X-SEC.yaml
@@ -0,0 +1,51 @@
+metadata:
+  ref: arXiv:1607.04972
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop + validphys
+  observable: Inclusive
+  bins: []
+
+SM_fixed: [241.7]
+
+theory_cov:
+- - - []
+
+EFT_LO:
+  SM: [146.37007]
+  OtG: [46.49768699488233]
+  O8qd: [1.2583087]
+  O1qd: [0.0]
+  O1qu: [0.0]
+  O8qu: [1.8676066]
+  O1dt: [0.0]
+  O8dt: [1.2530451]
+  O1qt: [0.0]
+  O8qt: [3.1125713]
+  O1ut: [0.0]
+  O8ut: [1.8704728]
+  O11qq: [0.0]
+  O13qq: [0.0]
+  O81qq: [3.1075729]
+  O83qq: [0.62604296]
+
+EFT_NLO:
+  SM: [216.13927999999999]
+  OtG: [68.45839600190268]
+  O8qd: [1.2748032]
+  O1qd: [-0.043541275]
+  O1qu: [-0.17580795000000002]
+  O8qu: [1.7953675]
+  O1dt: [-0.083672999]
+  O8dt: [1.2516773]
+  O1qt: [-0.26311365999999997]
+  O8qt: [3.0135439]
+  O1ut: [-0.017730064]
+  O8ut: [1.8553279999999999]
+  O11qq: [-0.055574306999999996]
+  O13qq: [0.029926752]
+  O81qq: [3.1103861000000004]
+  O83qq: [0.6161836399999999]
diff --git a/simudata/simu_factors/SIMU_CMS_Z0_7TEV_DIMUON_2D.yaml b/simudata/simu_factors/SIMU_CMS_Z0_7TEV_DIMUON_2D.yaml
new file mode 100644
index 000000000..bc10322fa
--- /dev/null
+++ b/simudata/simu_factors/SIMU_CMS_Z0_7TEV_DIMUON_2D.yaml
@@ -0,0 +1,32 @@
+metadata:
+  ref: NNPDF dataset
+  author: Luca Mantani
+  ufomodel: SMEFTatNLO
+  flavour: dim6top
+  date: 04/09/2023
+  pdf: NNPDF40
+  info_SM_fixed: NNPDF40notop
+  observable: ''
+  bins: []
+
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+
+EFT_LO:
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+  Opdi: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -25.758611267648995, -25.713345910029002, -25.623106558537003, -25.487534653378994, -25.307313957757007, -25.082162218057007, -24.812556545338005, -24.49872443460698, -24.14154052573401, -23.740832945025005, -23.29717895531898, -22.810421115948028, -22.28030395951598, -21.705943853673027, -21.08531884021298, -20.415587855302977, -19.692234311267026, -18.91061516253898, -18.064060427895022, -17.146187999161985, -16.151192664984986, -15.075413206921988, -13.919286784520049, -12.688109659958988, -2.6029758371924996, -2.5725802631484997, -2.5121216008285003, -2.421831721987999, -2.3014276442165005, -2.1496429277080007, -1.9643440282390003, -1.7435115499364986, -1.4878354127665003, -1.2043250632760003, -0.9086843226714991, -0.6239513414510008]
+  Opl: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 305.25134098351, 305.014050950551, 304.54243098418004, 303.8328644565189, 302.89279059761805, 301.71907861428804, 300.3165950445871, 298.6884819249127, 296.8429650907221, 294.7749132489001, 292.48609418173976, 289.9669938905304, 287.20226201205077, 284.1638308293094, 280.80127759912676, 277.0445100858188, 272.7901820617744, 267.9152126140598, 262.25193539849636, 255.61194705447278, 247.78568660607678, 238.5604871461828, 227.7463998168688, 215.18896331997783, 38.916126543028504, 38.774738432968, 38.48264172265001, 38.01274762079399, 37.31044846129251, 36.28146372524151, 34.787304879945005, 32.65417938784198, 29.711269912663006, 25.860776358932007, 21.15930664271048, 15.87924599935302]
+  O3pl: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -400.885622840064, -400.765976471008, -400.5293646423261, -400.1724631166118, -399.7035983758131, -399.12001738384515, -398.4275950559251, -397.63040289524065, -396.73584219924317, -395.7351760189671, -394.6246234829466, -393.3837190969415, -391.9793406097536, -390.3564614554886, -388.42413192541363, -386.05642060807065, -383.07444537164645, -379.25807287355167, -374.31789722322645, -367.92178668737967, -359.6959666433217, -349.2501949727867, -336.21357827385617, -320.25832308777774, -81.551226138755, -81.65157400059499, -81.80925072934802, -81.91825987215798, -81.78506883821102, -81.09958318351002, -79.423166586879, -76.20828437234894, -70.88668248036102, -63.04202931618852, -52.63704112181996, -40.23009564586205]
diff --git a/simudata/utilities/conversor.py b/simudata/utilities/conversor.py
new file mode 100644
index 000000000..ba2436ce9
--- /dev/null
+++ b/simudata/utilities/conversor.py
@@ -0,0 +1,451 @@
+#!/usr/bin/env python3
+"""
+This script converts old data files from NNPDF into the new format.
+
+Note that it takes some shortcuts, such as using kin1, kin2, kin3, as the kinematic variables.
+Some actions from validphys no longer accept non-descriptive variables for the kinematics so datasets
+cannot be automatically ported to the NNPDF repo without manual action.
+Fits can be run, but cuts need to either be applied to the `kin1`, `kin2` and `kin3` kinematics or the variables modified.
+"""
+
+import functools
+import re
+import subprocess as sp
+import traceback
+from argparse import ArgumentParser
+from pathlib import Path
+
+import pandas as pd
+from validphys.api import API
+from yaml import safe_dump, safe_load
+
+_tev_searcher = re.compile(r"^\d+TEV$")
+
+
+def _autoname(old_name):
+    """Generate a new "NNPDF-like" name.
+
+    It keeps the EXP_ name from simunet.
+    It searchers for a XTEV string and puts it in the energy field.
+    Then leaves the rest the same.
+    If no observable is available it adds a generic `_OBS`.
+
+    E.g.
+        ATLAS_SINGLETOP_SCH_13TEV_TOTAL -> ATLAS_SINGLETOP_13TEV_SCH_TOTAL
+        ATLAS_WHEL_13TEV -> ATLAS_WHEL_13TEV_OBS
+        ATLAS_SSINC_RUNII_ZGAM -> ATLAS_SSINC_NOTFIXED_RUNII_ZGAM
+    """
+    EXPERIMENTS = tuple([f"{i}_" for i in ("ATLAS", "CMS", "LHCB", "ATLAS_CMS", "LEP")])
+    if not old_name.startswith(EXPERIMENTS):
+        raise NotImplementedError(f"Not sure what to do with {old_name}")
+    new_name = old_name.replace("ATLAS_CMS", "ATLASCMS")
+
+    split_parts = new_name.split("_")
+    if len(split_parts) < 3:
+        split_parts.append("OBS")
+
+    if _tev_searcher.match(split_parts[2]) is None:
+        # So there is no energy value at the expected point...
+        for i, part in enumerate(split_parts):
+            if _tev_searcher.match(part) is not None:
+                # Oh, but we found one somewhere else!
+                split_parts.pop(i)
+                # Remove it and insert it back at position 2!
+                split_parts.insert(2, part)
+                break
+        else:
+            # If we don't find any energy value, assume it is not fixed
+            split_parts.insert(2, "NOTFIXED")
+
+    if len(split_parts) < 4:
+        split_parts.append("OBS")
+
+    return "_".join(split_parts)
+
+
+def read_commondata_csv(commondatafile):
+    """Read the old format commondata which were csv files we sparkling formatting
+    This is directly taken from validphys
+    """
+    commondatatable = pd.read_csv(commondatafile, sep=r"\s+", skiprows=1, header=None)
+    # Do we have NaNs? files with wrong formatting?
+    commondataheader = ["entry", "process", "kin1", "kin2", "kin3", "data", "stat"]
+    nsys = (commondatatable.shape[1] - len(commondataheader)) // 2
+
+    commondataheader += ["ADD", "MULT"] * nsys
+    commondatatable.columns = commondataheader
+    commondatatable.set_index("entry", inplace=True)
+    return commondatatable
+
+
+def create_data(commondata_df):
+    """Given a commondata dataframe, extract the central data and create a dictionary
+    ready to be yamld'd"""
+    data = commondata_df["data"].values
+    return {"data_central": data.tolist()}
+
+
+def create_kinematics(df):
+    """Create kinematics dictionary with kin1, kin2, kin3 . . ."""
+    kin_df = df[["kin1", "kin2", "kin3"]]
+    bins = []
+    for _, b in kin_df.T.items():
+        tmp = {}
+        for k, val in b.items():
+            tmp[f"k{k[-1]}"] = {"min": None, "mid": val, "max": None}
+        bins.append(tmp)
+    return {"bins": bins}
+
+
+def create_uncertainties(df, systype_file, is_default=False, use_multiplicative=False):
+    """Create the uncertainties dictionary from the old cd information
+
+    We first clean the dataframe to have only the systematic uncertainties
+    and then even-indexes will be ADD uncertainties and odd-indexes MULT uncertainties
+
+    Such that e.g., unc 4 in the systype file, if it is MULT, will correspond to index 7
+    """
+    stat = df["stat"].values.tolist()
+    data = df["data"].values
+
+    to_drop = ["process", "kin1", "kin2", "kin3", "data", "stat"]
+    unc_df = df.drop(to_drop, axis=1)
+
+    sys_df = pd.read_csv(systype_file, sep=r"\s+", skiprows=1, header=None, index_col=0)
+    definitions = {}
+
+    for i, unc_type in sys_df.T.items():
+        definitions[f"sys_corr_{i}"] = {
+            "description": f"Sys uncertainty idx: {i}",
+            "treatment": unc_type[1],
+            "type": unc_type[2],
+        }
+
+    # Check whether the number of uncertainties in the systype file is consistent with the df
+    if len(unc_df.columns) != len(sys_df) * 2:
+        # If this happened and this is the (true) DEFAULT, crash
+        if is_default:
+            raise ValueError("Different number of systematics in systype file and commondata")
+        return {}
+
+    bins = []
+    for idx, bin_data in unc_df.T.items():
+        tmp = {"stat": stat[idx - 1]}
+        for n, (key, info) in enumerate(definitions.items()):
+            if info["treatment"] not in ["ADD", "MULT"]:
+                raise ValueError(f"Treatment type: {info['treatment']} not recognized")
+            if use_multiplicative:
+                tmp[key] = float(bin_data[2 * n + 1] * data[idx - 1] / 100.0)
+            else:
+                tmp[key] = float(bin_data[2 * n])
+        bins.append(tmp)
+
+    # Now add stat to the definitions
+    definitions_out = {
+        "stat": {
+            "description": "Uncorrelated statistical uncertainties",
+            "treatment": "ADD",
+            "type": "UNCORR",
+        },
+        **definitions,
+    }
+
+    return {"definitions": definitions_out, "bins": bins}
+
+
+def create_plotting(plotting_file, plotting_type=None):
+    """Create the plotting dictionary by merging the plotting file of the commondata
+    and the plotting type associated to it
+    """
+    type_info = {}
+    if plotting_type is not None and plotting_type.exists():
+        type_info = safe_load(plotting_type.read_text())
+
+    plotting_data = safe_load(plotting_file.read_text())
+
+    plotting_dict = {**type_info, **plotting_data}
+
+    plotting_dict["plot_x"] = plotting_dict.pop("x", "idat")
+    plotting_dict.pop("kinematics_override", None)
+    return plotting_dict
+
+
+def _gen_k(kx):
+    """Generate k{x} variable"""
+    return {"description": f"Variable {kx}", "label": f"{kx}", "units": ""}
+
+
+def create_obs_dict(commondata_df, plotting_dict, theory_dict, obs_name="PLACEHOLDER"):
+    """Create the observable dictionary by combining available information
+    in the commondata dataframe and the plotting_dict
+
+    It doesn't fill any data files (i.e., uncertainties, data or kinematics)
+    """
+    final_plotting_dict = dict(plotting_dict)
+
+    # Extract necessary information
+    ndata = len(commondata_df)
+    process_type = commondata_df["process"][1]
+
+    description = final_plotting_dict.pop("process_description", "DESCRIPTION_PLACEHOLDER")
+    label = final_plotting_dict["dataset_label"]
+    units = ""
+
+    final_plotting_dict.pop("nnpdf31_process")
+    final_plotting_dict.pop("experiment")
+
+    # Sub-dicts
+    observable = {"description": description, "label": label, "units": units}
+
+    coverage = ["k1", "k2", "k3"]
+    kinematics = {"variables": {i: _gen_k(i) for i in coverage}}
+
+    return {
+        "observable_name": obs_name,
+        "observable": observable,
+        "process_type": process_type,
+        "tables": [],
+        "npoints": [],
+        "ndata": ndata,
+        "plotting": final_plotting_dict,
+        "kinematic_coverage": coverage,
+        "kinematics": kinematics,
+        "theory": theory_dict,
+        "data_uncertainties": [],
+    }
+
+
+def yaml_dump_wrapper(data, target_file, dry=False, **kwargs):
+    """Wrapper around safe_sump in order to use the dry flag"""
+    if dry:
+        return None
+    safe_dump(data, target_file.open("w", encoding="utf-8"), **kwargs)
+
+
+def convert_old_to_new(
+    old_file,
+    plotting_file,
+    sys_file,
+    new_name,
+    new_variant=None,
+    merge_exists=False,
+    output_folder=Path("converted_commondata"),
+    dry=False,
+    variant=None,
+    compound=None,
+    theory_conversion=None,
+):
+    """
+    Converts the old dataset defined by the old data, plotting and sys file into the new format.
+    Use ``new_name`` (which will be broken down as <EXPERIMENT>_<ENERGY>_<PROCESS>_<OBS>)
+
+    Note, plotting-type file by process is being ignored in this implementation.
+
+    If new_variant is given, the data and uncertainties will fall into the given variant.
+    If ``merge_exists`` is True then the dataset will be searched for in the validphys database
+    and use as the basis of the new one.
+    """
+    if merge_exists:
+        raise NotImplementedError("Not implemented yet")
+
+    if new_variant is None:
+        variant_name = "DEFAULT"
+    else:
+        variant_name = new_variant
+
+    yaml_safe_dump = functools.partial(yaml_dump_wrapper, dry=dry)
+
+    obs_name = new_name.rsplit("_", 1)[-1]
+    set_name = new_name.replace(f"_{obs_name}", "")
+
+    set_folder = output_folder / set_name
+    set_folder.mkdir(exist_ok=True, parents=True)
+
+    # Read the commondata file
+    commondata_df = read_commondata_csv(old_file)
+
+    kinematics_dict = create_kinematics(commondata_df)
+    data_dict = create_data(commondata_df)
+    plotting_dict = create_plotting(plotting_file)
+    if compound is not None:
+        fks = []
+        for line in Path(compound).read_text().split("\n"):
+            info = safe_load(line)
+            if isinstance(info, dict):
+                if "FK" in info:
+                    fks.append([info["FK"].replace(".dat", "")])
+                elif "OP" in info:
+                    op = info["OP"]
+        theory_dict = {"FK_tables": fks, "operation": op}
+    else:
+        theory_dict = {"FK_tables": [[old_file.stem.replace("DATA_", "FK_")]]}
+
+    uncertainties_dict = create_uncertainties(commondata_df, sys_file, is_default=True)
+    obs_dict = create_obs_dict(commondata_df, plotting_dict, theory_dict, obs_name=obs_name)
+
+    metadata_path = set_folder / "metadata.yaml"
+    if metadata_path.exists():
+        metadata = safe_load(metadata_path.read_text())
+        # Perform sanity checks
+        nnpdf_md = metadata["nnpdf_metadata"]
+        try:
+            assert nnpdf_md["experiment"] == plotting_dict["experiment"]
+            assert nnpdf_md["nnpdf31_process"] == plotting_dict["nnpdf31_process"]
+            assert metadata.get("setname") == set_name
+        except AssertionError:
+            print(traceback.format_exc())
+            import ipdb
+
+            ipdb.set_trace()
+
+        # Check whether the observable already exists
+        already_implemented = [i["observable_name"] for i in metadata["implemented_observables"]]
+        if obs_name in already_implemented:
+            raise ValueError(f"{obs_name} already implemented for {set_name}")
+    else:
+        # Create it from scratch
+        # Create it anew!
+        nnpdf_md = {
+            "nnpdf31_process": plotting_dict["nnpdf31_process"],
+            "experiment": plotting_dict["experiment"],
+        }
+        metadata = {
+            "setname": set_name,
+            "version": 1,
+            "version_comment": "Port of old commondata",
+            "nnpdf_metadata": nnpdf_md,
+            "arXiv": {"url": ""},
+            "iNSPIRE": {"url": ""},
+            "hepdata": {"url": "", "version": -1},
+            "implemented_observables": [],
+        }
+
+    kin_path = set_folder / f"kinematics_{obs_name}.yaml"
+    yaml_safe_dump(kinematics_dict, kin_path, sort_keys=False)
+    obs_dict["kinematics"]["file"] = kin_path.name
+
+    # The lines below should be different for positivity datasets
+    data_path = set_folder / f"data_{variant_name}_{obs_name}.yaml"
+    unc_path = set_folder / f"uncertainties_{variant_name}_{obs_name}.yaml"
+
+    yaml_safe_dump(data_dict, data_path)
+    yaml_safe_dump(uncertainties_dict, unc_path, sort_keys=False)
+
+    if new_variant is None:
+        obs_dict["data_uncertainties"] = [unc_path.name]
+        obs_dict["data_central"] = data_path.name
+    else:
+        new_var = {
+            "data_uncertainties": [unc_path.name],
+            "data_central": data_path.name,
+        }
+        if "variants" not in obs_dict:
+            obs_dict["variants"] = {}
+        obs_dict["variants"][variant_name] = new_var
+
+    metadata["implemented_observables"].append(obs_dict)
+    yaml_safe_dump(metadata, metadata_path, sort_keys=False)
+    print(f"Written new cd for {set_name}_{obs_name} to {set_folder}")
+
+    if theory_conversion is not None:
+        theory_path = API.theoryid(theoryid=theory_conversion).path
+        fkfolder = theory_path / "fastkernel"
+        pinefolder = theory_path / "pineappl_version"
+        pinefolder.mkdir(exist_ok=True)
+        for operator in theory_dict["FK_tables"]:
+            for fk_table in operator:
+                fk_path = fkfolder / f"{fk_table}.dat"
+                pi_path = pinefolder / f"{fk_table}.pineappl.lz4"
+                if not fk_path.exists():
+                    print(f" > Not found {fk_path} for {new_name}")
+                else:
+                    sp.run(
+                        [
+                            "pineappl",
+                            "import",
+                            fk_path,
+                            pi_path,
+                            "NNPDF40_nnlo_as_01180",
+                        ],
+                        capture_output=True,
+                    )
+                    print(f" > Converted {fk_table} to {pi_path}")
+
+
+def main(args):
+    """Run the script."""
+    old_file = args.old_dat_file
+    old_name = args.old_dat_file.stem.replace("DATA_", "")
+
+    if (pfile := args.old_plotting_file) is None:
+        pfile = old_file.parent / f"PLOTTING_{old_name}.yaml"
+
+    if (sfile := args.old_sys_file) is None:
+        sfile = old_file.parent / "systypes" / f"SYSTYPE_{old_name}_DEFAULT.dat"
+
+    # Check whether we can automagically find the plotting and systype file or whether we need to ask for clarifications
+    for check_me in [old_file, pfile, sfile]:
+        if not check_me.exists():
+            raise FileNotFoundError(f"Couldn't find {check_me}")
+
+    if args.dataset_name is None:
+        dataset_name = _autoname(old_name)
+        # print(f"Converting {old_name} into {dataset_name}")
+    else:
+        dataset_name = args.dataset_name
+
+    convert_old_to_new(
+        old_file,
+        pfile,
+        sfile,
+        dataset_name,
+        variant=args.variant,
+        merge_exists=args.merge_exists,
+        compound=args.old_compound,
+        theory_conversion=args.theory_conversion,
+    )
+
+
+if __name__ == "__main__":
+    parser = ArgumentParser()
+    parser.add_argument("old_dat_file", help=".dat file of the old dataset", type=Path)
+    parser.add_argument(
+        "--dataset_name",
+        help="Target name of the dataset, if not given it will be automagically generated",
+        type=str,
+    )
+    parser.add_argument(
+        "--old_plotting_file",
+        help="plotting .yaml file of the old dataset (by default it will be autodiscovered from the dataset)",
+        type=Path,
+    )
+    parser.add_argument(
+        "--old_sys_file",
+        help="systype file of the old dataset (by default it will be autodiscovered from the dataset)",
+        type=Path,
+    )
+    parser.add_argument(
+        "--old_compound",
+        help="Old compound file, if not given we will assume it gets the default name",
+    )
+    parser.add_argument("--variant", help="Create the new dataset as the given variant", type=str)
+    parser.add_argument(
+        "--merge_exists",
+        help="If a dataset already exists in validphys with this name, merge the new info with this dataset in the output",
+        action="store_true",
+    )
+    parser.add_argument(
+        "--theory_conversion",
+        help="Takes as value a <theoryId>, if given, will try to convert said theory to the new format",
+        type=int,
+    )
+
+    args = parser.parse_args()
+    try:
+        main(args)
+    except NotImplementedError:
+        print(f"Not sure how to deal with {args.old_dat_file}")
+    except FileNotFoundError:
+        print(f"{args.old_dat_file} not found")
+    except IndexError:
+        print(f"{args.old_dat_file}")
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/data_DEFAULT_RUNI.yaml b/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/data_DEFAULT_RUNI.yaml
new file mode 100644
index 000000000..1d1c6a861
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/data_DEFAULT_RUNI.yaml
@@ -0,0 +1,23 @@
+data_central:
+- 1.1065
+- 1.152
+- 0.8415
+- 1.045
+- 1.3105
+- 0.315
+- 1.2
+- 1.275
+- 0.52
+- 1.665
+- -1.4
+- 1.05
+- 0.885
+- 6.15
+- 2.47
+- 0.365
+- 2.405
+- 5.005
+- -1.575
+- 1.065
+- 2.7
+- -0.7
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/kinematics_RUNI.yaml b/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/kinematics_RUNI.yaml
new file mode 100644
index 000000000..80c3b3695
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/kinematics_RUNI.yaml
@@ -0,0 +1,265 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 15647.5
+    max: null
+  k3:
+    min: null
+    mid: 125.1
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/metadata.yaml b/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/metadata.yaml
new file mode 100644
index 000000000..a93f15ff0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLASCMS_SSINC_NOTFIXED
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: HIGGS
+  experiment: ATLAS-CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: RUNI
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS-CMS Higgs ss
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 22
+  plotting:
+    dataset_label: ATLAS-CMS Higgs ss
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_RUNI.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_CMS_SSINC_RUNI
+  data_uncertainties:
+  - uncertainties_DEFAULT_RUNI.yaml
+  data_central: data_DEFAULT_RUNI.yaml
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/uncertainties_DEFAULT_RUNI.yaml b/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/uncertainties_DEFAULT_RUNI.yaml
new file mode 100644
index 000000000..360ffb5f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_SSINC_NOTFIXED/uncertainties_DEFAULT_RUNI.yaml
@@ -0,0 +1,600 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+  sys_corr_12:
+    description: 'Sys uncertainty idx: 12'
+    treatment: ADD
+    type: CORR
+  sys_corr_13:
+    description: 'Sys uncertainty idx: 13'
+    treatment: ADD
+    type: CORR
+  sys_corr_14:
+    description: 'Sys uncertainty idx: 14'
+    treatment: ADD
+    type: CORR
+  sys_corr_15:
+    description: 'Sys uncertainty idx: 15'
+    treatment: ADD
+    type: CORR
+  sys_corr_16:
+    description: 'Sys uncertainty idx: 16'
+    treatment: ADD
+    type: CORR
+  sys_corr_17:
+    description: 'Sys uncertainty idx: 17'
+    treatment: ADD
+    type: CORR
+  sys_corr_18:
+    description: 'Sys uncertainty idx: 18'
+    treatment: ADD
+    type: CORR
+  sys_corr_19:
+    description: 'Sys uncertainty idx: 19'
+    treatment: ADD
+    type: CORR
+  sys_corr_20:
+    description: 'Sys uncertainty idx: 20'
+    treatment: ADD
+    type: CORR
+  sys_corr_21:
+    description: 'Sys uncertainty idx: 21'
+    treatment: ADD
+    type: CORR
+  sys_corr_22:
+    description: 'Sys uncertainty idx: 22'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.215
+  sys_corr_1: 4.633425530182e-05
+  sys_corr_2: 0.0002453563115332
+  sys_corr_3: -0.0006070297780233
+  sys_corr_4: 0.00025872057656
+  sys_corr_5: -5.728155740739e-05
+  sys_corr_6: -8.878552059154e-05
+  sys_corr_7: 0.008592262257111
+  sys_corr_8: -9.12906737251e-05
+  sys_corr_9: -4.009755339496e-05
+  sys_corr_10: 0.0002530150812886
+  sys_corr_11: -0.06066780554605
+  sys_corr_12: 0.0006570901852862
+  sys_corr_13: 0.001353475747101
+  sys_corr_14: -0.01312061822671
+  sys_corr_15: -0.00104410513932
+  sys_corr_16: -0.0009678614923184
+  sys_corr_17: 0.01976987130087
+  sys_corr_18: 0.0008340003953293
+  sys_corr_19: -0.003412824470715
+  sys_corr_20: -3.273018919435e-05
+  sys_corr_21: 0.0
+  sys_corr_22: 0.0
+- stat: 0.3187737821288
+  sys_corr_1: -0.0003987590422327
+  sys_corr_2: 0.0002379128965123
+  sys_corr_3: 0.008710967710593
+  sys_corr_4: 0.0009756701170798
+  sys_corr_5: 0.0003918466166428
+  sys_corr_6: 0.001327773033001
+  sys_corr_7: 1.872571461001e-05
+  sys_corr_8: -0.0009059731179276
+  sys_corr_9: -0.0005262003025513
+  sys_corr_10: 0.0004755879066629
+  sys_corr_11: 0.001109632598784
+  sys_corr_12: 0.0002181152746065
+  sys_corr_13: 0.07575063146453
+  sys_corr_14: 5.10596654678e-05
+  sys_corr_15: -0.004676458773213
+  sys_corr_16: -0.002909901670861
+  sys_corr_17: -0.002714756903171
+  sys_corr_18: -0.01332902434709
+  sys_corr_19: -0.02197679219798
+  sys_corr_20: 0.0002069110528611
+  sys_corr_21: 0.0
+  sys_corr_22: 0.0
+- stat: 0.123
+  sys_corr_1: -5.056219398143e-05
+  sys_corr_2: -0.007700862604029
+  sys_corr_3: -0.002580759542167
+  sys_corr_4: 0.0003257382485528
+  sys_corr_5: -2.264550459869e-05
+  sys_corr_6: 0.004313002696987
+  sys_corr_7: -0.0001893837462075
+  sys_corr_8: 0.008683887825357
+  sys_corr_9: -3.400812923125e-06
+  sys_corr_10: 0.0004028532296656
+  sys_corr_11: 0.0003474679288993
+  sys_corr_12: 0.0001323314599327
+  sys_corr_13: -0.003194975660726
+  sys_corr_14: 0.00074852219922
+  sys_corr_15: -0.1114485466064
+  sys_corr_16: -0.02821567499952
+  sys_corr_17: -0.002775271485905
+  sys_corr_18: -0.003093977082527
+  sys_corr_19: 0.005157628016856
+  sys_corr_20: 0.0006898453827665
+  sys_corr_21: 0.0
+  sys_corr_22: 0.0
+- stat: 0.36
+  sys_corr_1: -5.13938786516e-05
+  sys_corr_2: 0.005686254078673
+  sys_corr_3: 0.01395927270591
+  sys_corr_4: -0.1277325627445
+  sys_corr_5: 0.01229247407659
+  sys_corr_6: -0.1549707003611
+  sys_corr_7: -0.001853413554335
+  sys_corr_8: 0.02896172503514
+  sys_corr_9: -0.3852674511382
+  sys_corr_10: -0.0006299442882325
+  sys_corr_11: 4.478523543297e-05
+  sys_corr_12: 9.278681008093e-05
+  sys_corr_13: -0.0001035430543775
+  sys_corr_14: -7.747253747652e-05
+  sys_corr_15: 0.0002642116747241
+  sys_corr_16: 0.003588588811813
+  sys_corr_17: 0.004382949867937
+  sys_corr_18: -0.02858141625582
+  sys_corr_19: 0.01631747362612
+  sys_corr_20: 0.0007306507496913
+  sys_corr_21: 0.0
+  sys_corr_22: 0.0
+- stat: 0.4992070050425
+  sys_corr_1: -0.0001433934118243
+  sys_corr_2: 0.0004464564403085
+  sys_corr_3: 9.236270382037e-05
+  sys_corr_4: -8.42512639675e-05
+  sys_corr_5: 0.0003644226460275
+  sys_corr_6: -0.0005464241135516
+  sys_corr_7: -0.001565935094176
+  sys_corr_8: -0.0001026729140277
+  sys_corr_9: -0.001630780882151
+  sys_corr_10: 0.0004337983681281
+  sys_corr_11: -0.007618460927842
+  sys_corr_12: -0.001479796688718
+  sys_corr_13: 0.0001572151110271
+  sys_corr_14: -0.005689378614128
+  sys_corr_15: 0.001788766852793
+  sys_corr_16: 0.008074363897296
+  sys_corr_17: -0.1531985844922
+  sys_corr_18: -0.008204105537829
+  sys_corr_19: 0.02609918874529
+  sys_corr_20: 0.001291670538458
+  sys_corr_21: 0.0
+  sys_corr_22: 0.0
+- stat: 4.10974679877
+  sys_corr_1: 0.0004825099739922
+  sys_corr_2: 7.92023664231e-05
+  sys_corr_3: -0.01024766834357
+  sys_corr_4: -0.001095838996887
+  sys_corr_5: -0.0005755822704937
+  sys_corr_6: -0.001812034607361
+  sys_corr_7: -0.0002009887413611
+  sys_corr_8: 0.0007801350391855
+  sys_corr_9: -0.0005980993947827
+  sys_corr_10: -8.501649244048e-05
+  sys_corr_11: 0.000115340460713
+  sys_corr_12: -4.527802440161e-05
+  sys_corr_13: 0.01165385109023
+  sys_corr_14: 2.417769075967e-05
+  sys_corr_15: -0.0005304073762983
+  sys_corr_16: 0.01642807243353
+  sys_corr_17: 0.01698902357395
+  sys_corr_18: 0.08474561521163
+  sys_corr_19: 0.1446104839169
+  sys_corr_20: 0.0005359681487103
+  sys_corr_21: 0.0
+  sys_corr_22: 0.0
+- stat: 0.360231943706
+  sys_corr_1: 5.08061070006e-05
+  sys_corr_2: -0.0003418622656156
+  sys_corr_3: -0.0005200631065024
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diff --git a/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/data_DEFAULT_ASY.yaml b/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/data_DEFAULT_ASY.yaml
new file mode 100644
index 000000000..d28b603d3
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/data_DEFAULT_ASY.yaml
@@ -0,0 +1,7 @@
+data_central:
+- -0.005
+- 0.015
+- -0.004
+- 0.027
+- -0.019
+- 0.05
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/kinematics_ASY.yaml b/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/kinematics_ASY.yaml
new file mode 100644
index 000000000..af3c5d2a5
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/kinematics_ASY.yaml
@@ -0,0 +1,73 @@
+bins:
+- k1:
+    min: null
+    mid: 210.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
+- k1:
+    min: null
+    mid: 460.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
+- k1:
+    min: null
+    mid: 550.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
+- k1:
+    min: null
+    mid: 675.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
+- k1:
+    min: null
+    mid: 825.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
+- k1:
+    min: null
+    mid: 975.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/metadata.yaml
new file mode 100644
index 000000000..ca30bb722
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/metadata.yaml
@@ -0,0 +1,54 @@
+setname: ATLASCMS_TTBAR_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS-CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: ASY
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS/CMS 8TeV $t\bar{t}$ asymmetry $A_C$
+    units: ''
+  process_type: HQP_MQQ
+  tables: []
+  npoints: []
+  ndata: 6
+  plotting:
+    dataset_label: ATLAS/CMS 8TeV $t\bar{t}$ asymmetry $A_C$
+    y_label: $A_C$
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_ASY.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_CMS_TTBAR_8TEV_ASY_PLUS
+    - - FK_ATLAS_CMS_TTBAR_8TEV_ASY_MINUS
+    operation: ASY
+  data_uncertainties:
+  - uncertainties_DEFAULT_ASY.yaml
+  data_central: data_DEFAULT_ASY.yaml
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml b/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml
new file mode 100644
index 000000000..729d84f72
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml
@@ -0,0 +1,72 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.003413780121177
+  sys_corr_2: -0.004728255148937
+  sys_corr_3: -0.02056043499917
+  sys_corr_4: -0.0009645633434878
+  sys_corr_5: -0.0005041333671414
+  sys_corr_6: 0.0002714558533242
+- stat: 0.0
+  sys_corr_1: 0.0005286417655274
+  sys_corr_2: -0.002873192292565
+  sys_corr_3: 0.001938072957371
+  sys_corr_4: -0.004840720434173
+  sys_corr_5: -0.008995963113738
+  sys_corr_6: 0.0005909741788291
+- stat: 0.0
+  sys_corr_1: 0.0006174609010781
+  sys_corr_2: 0.002675174000267
+  sys_corr_3: 0.0003522880861779
+  sys_corr_4: -0.002520444360903
+  sys_corr_5: 0.001101037335175
+  sys_corr_6: 0.01071322342801
+- stat: 0.0
+  sys_corr_1: -0.01160049426062
+  sys_corr_2: -0.006714721970922
+  sys_corr_3: -0.0005536664719823
+  sys_corr_4: 0.01211495621866
+  sys_corr_5: -0.002750982727177
+  sys_corr_6: 0.0023862994479
+- stat: 0.0
+  sys_corr_1: 0.01761015839048
+  sys_corr_2: 0.02337549405097
+  sys_corr_3: -0.002219735234085
+  sys_corr_4: 0.004321862754705
+  sys_corr_5: -0.001965163531352
+  sys_corr_6: -3.177184671626e-05
+- stat: 0.0
+  sys_corr_1: -0.03291283818229
+  sys_corr_2: 0.014387454106
+  sys_corr_3: -0.0030873611573
+  sys_corr_4: -0.002182700927907
+  sys_corr_5: -0.0002579806837297
+  sys_corr_6: -0.0006194439801626
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/data_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/data_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..29cce0000
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/data_DEFAULT_OBS.yaml
@@ -0,0 +1,3 @@
+data_central:
+- 0.693
+- 0.315
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/kinematics_OBS.yaml b/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/kinematics_OBS.yaml
new file mode 100644
index 000000000..23ced346c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/kinematics_OBS.yaml
@@ -0,0 +1,25 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/metadata.yaml
new file mode 100644
index 000000000..6cf724081
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/metadata.yaml
@@ -0,0 +1,52 @@
+setname: ATLASCMS_WHEL_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS-CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: OBS
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS/CMS $W$-helicities 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 2
+  plotting:
+    dataset_label: ATLAS/CMS $W$-helicities 8 TeV
+    y_label: $F_0$/$F_L$
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_OBS.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_CMS_WHEL_8TEV
+  data_uncertainties:
+  - uncertainties_DEFAULT_OBS.yaml
+  data_central: data_DEFAULT_OBS.yaml
diff --git a/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/uncertainties_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/uncertainties_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..874ad57ef
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLASCMS_WHEL_8TEV/uncertainties_DEFAULT_OBS.yaml
@@ -0,0 +1,20 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.01394171807982
+  sys_corr_2: 0.002761973385629
+- stat: 0.0
+  sys_corr_1: -0.01012618455833
+  sys_corr_2: 0.003802681460583
diff --git a/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..aac8b3bb1
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 24.5
diff --git a/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/metadata.yaml
new file mode 100644
index 000000000..d4e4c5af7
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_4TOP_13TEV_MULTILEP
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: 4HEAVY
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t\bar{t}t\bar{t}}^{\rm tot}$ (multilepton) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t\bar{t}t\bar{t}}^{\rm tot}$ (multilepton) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_4TOP_13TEV_MULTILEP_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..75591ba51
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_MULTILEP/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 6.538348415311
diff --git a/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..f783b646e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 27.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/metadata.yaml
new file mode 100644
index 000000000..bcd0a64c8
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/metadata.yaml
@@ -0,0 +1,52 @@
+setname: ATLAS_4TOP_13TEV_SLEP
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: 4HEAVY
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t\bar{t}t\bar{t}}^{\rm tot}$ (single lepton) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t\bar{t}t\bar{t}}^{\rm tot}$ (single lepton) 13
+      TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_4TOP_13TEV_SLEP_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..48c6ec7d2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_4TOP_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 16.06237840421
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..c40da530b
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 97.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/metadata.yaml
new file mode 100644
index 000000000..600e9c169
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOPW_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{tW}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{tW}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOPW_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..8a11a5acf
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_13TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,17 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 10.0
+  sys_corr_1: 25.35744466621
+  sys_corr_2: 2.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..94cec9676
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 22.85
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/metadata.yaml
new file mode 100644
index 000000000..329c01c71
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOPW_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{tW}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{tW}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOPW_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..c106aa979
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,17 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 1.3
+  sys_corr_1: 3.356709698499
+  sys_corr_2: 1.1
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..4f34ca427
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 26.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/metadata.yaml
new file mode 100644
index 000000000..808aa4cb2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOPW_8TEV_SLEP
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{tW}^{\rm tot}$ (single lepton) 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{tW}^{\rm tot}$ (single lepton) 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOPW_8TEV_SLEP_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..885a30669
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPW_8TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 7.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..c40da530b
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 97.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/metadata.yaml
new file mode 100644
index 000000000..2156dcd7e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOPZ_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{tZ}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{tZ}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOPZ_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..64aba2b8a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 13.0
+  sys_corr_1: 7.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/data_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/data_DEFAULT_T.yaml
new file mode 100644
index 000000000..188225e0c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/data_DEFAULT_T.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 156.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/kinematics_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/kinematics_T.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/kinematics_T.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/metadata.yaml
new file mode 100644
index 000000000..de51bbb60
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOP_13TEVCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: T
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_T.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOP_TCH_13TEV_T
+  data_uncertainties:
+  - uncertainties_DEFAULT_T.yaml
+  data_central: data_DEFAULT_T.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/uncertainties_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/uncertainties_DEFAULT_T.yaml
new file mode 100644
index 000000000..b7896e101
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEVCH/uncertainties_DEFAULT_T.yaml
@@ -0,0 +1,17 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 5.0
+  sys_corr_1: 27.0
+  sys_corr_2: 3.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..260f29cbe
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 8.5
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/metadata.yaml
new file mode 100644
index 000000000..8eb1217b1
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/metadata.yaml
@@ -0,0 +1,52 @@
+setname: ATLAS_SINGLETOP_13TEV_SCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TOP
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS single-top production total cross-section in s-channel, 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS single-top production total cross-section in s-channel, 13
+      TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOP_SCH_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..334efeb9f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 3.228002478314
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/data_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/data_DEFAULT_TB.yaml
new file mode 100644
index 000000000..e818b8099
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/data_DEFAULT_TB.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 91.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/kinematics_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/kinematics_TB.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/kinematics_TB.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/metadata.yaml
new file mode 100644
index 000000000..77463d55f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOP_13TEV_TCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TB
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{\bar t}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{\bar t}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TB.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOP_TCH_13TEV_TB
+  data_uncertainties:
+  - uncertainties_DEFAULT_TB.yaml
+  data_central: data_DEFAULT_TB.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_TB.yaml
new file mode 100644
index 000000000..764edd1a2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_TB.yaml
@@ -0,0 +1,17 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 4.0
+  sys_corr_1: 18.0
+  sys_corr_2: 2.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/data_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/data_DEFAULT_T.yaml
new file mode 100644
index 000000000..e8da7318f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/data_DEFAULT_T.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 46.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/kinematics_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/kinematics_T.yaml
new file mode 100644
index 000000000..49b5ce05d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/kinematics_T.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 7000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/metadata.yaml
new file mode 100644
index 000000000..b061e236e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOP_7TEVCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: T
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t}^{\rm tot}$ 7 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t}^{\rm tot}$ 7 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_T.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOP_TCH_7TEV_T
+  data_uncertainties:
+  - uncertainties_DEFAULT_T.yaml
+  data_central: data_DEFAULT_T.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/uncertainties_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/uncertainties_DEFAULT_T.yaml
new file mode 100644
index 000000000..2dad48786
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEVCH/uncertainties_DEFAULT_T.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 1.0
+  sys_corr_1: 6.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/data_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/data_DEFAULT_TB.yaml
new file mode 100644
index 000000000..56774af2a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/data_DEFAULT_TB.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 23.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/kinematics_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/kinematics_TB.yaml
new file mode 100644
index 000000000..49b5ce05d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/kinematics_TB.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 7000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/metadata.yaml
new file mode 100644
index 000000000..4f9e309be
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOP_7TEV_TCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TB
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{\bar t}^{\rm tot}$ 7 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{\bar t}^{\rm tot}$ 7 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TB.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOP_TCH_7TEV_TB
+  data_uncertainties:
+  - uncertainties_DEFAULT_TB.yaml
+  data_central: data_DEFAULT_TB.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/uncertainties_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/uncertainties_DEFAULT_TB.yaml
new file mode 100644
index 000000000..b9b9c5cef
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_7TEV_TCH/uncertainties_DEFAULT_TB.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 1.0
+  sys_corr_1: 3.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/data_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/data_DEFAULT_T.yaml
new file mode 100644
index 000000000..f56d0c581
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/data_DEFAULT_T.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 56.95
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/kinematics_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/kinematics_T.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/kinematics_T.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/metadata.yaml
new file mode 100644
index 000000000..35ff030f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOP_8TEVCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: T
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_T.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOP_TCH_8TEV_T
+  data_uncertainties:
+  - uncertainties_DEFAULT_T.yaml
+  data_central: data_DEFAULT_T.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/uncertainties_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/uncertainties_DEFAULT_T.yaml
new file mode 100644
index 000000000..7f907caed
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEVCH/uncertainties_DEFAULT_T.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 4.065402809071
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..1ae171618
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 4.95
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/metadata.yaml
new file mode 100644
index 000000000..fe6748bf9
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/metadata.yaml
@@ -0,0 +1,52 @@
+setname: ATLAS_SINGLETOP_8TEV_SCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS single-top production total cross-section in s-channel, 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS single-top production total cross-section in s-channel, 8
+      TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOP_SCH_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..aba7e75f0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.8
+  sys_corr_1: 1.465435088975
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/data_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/data_DEFAULT_TB.yaml
new file mode 100644
index 000000000..908c709e9
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/data_DEFAULT_TB.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 33.05
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/kinematics_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/kinematics_TB.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/kinematics_TB.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/metadata.yaml
new file mode 100644
index 000000000..fa806f495
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_SINGLETOP_8TEV_TCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TB
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{\bar t}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{\bar t}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TB.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SINGLETOP_TCH_8TEV_TB
+  data_uncertainties:
+  - uncertainties_DEFAULT_TB.yaml
+  data_central: data_DEFAULT_TB.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/uncertainties_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/uncertainties_DEFAULT_TB.yaml
new file mode 100644
index 000000000..188502056
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SINGLETOP_8TEV_TCH/uncertainties_DEFAULT_TB.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 2.857883832489
diff --git a/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/data_DEFAULT_MUMU.yaml b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/data_DEFAULT_MUMU.yaml
new file mode 100644
index 000000000..529f14043
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/data_DEFAULT_MUMU.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 1.2
diff --git a/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/data_DEFAULT_ZGAM.yaml b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/data_DEFAULT_ZGAM.yaml
new file mode 100644
index 000000000..23412512f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/data_DEFAULT_ZGAM.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 2.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/kinematics_MUMU.yaml b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/kinematics_MUMU.yaml
new file mode 100644
index 000000000..90601fa05
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/kinematics_MUMU.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/kinematics_ZGAM.yaml b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/kinematics_ZGAM.yaml
new file mode 100644
index 000000000..90601fa05
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/kinematics_ZGAM.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/metadata.yaml
new file mode 100644
index 000000000..7ec5748ca
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/metadata.yaml
@@ -0,0 +1,88 @@
+setname: ATLAS_SSINC_NOTFIXED_RUNII
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: HIGGS
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: ZGAM
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\mu_{H \rightarrow Z \gamma}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\mu_{H \rightarrow Z \gamma}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_ZGAM.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SSINC_RUNII_ZGAM
+  data_uncertainties:
+  - uncertainties_DEFAULT_ZGAM.yaml
+  data_central: data_DEFAULT_ZGAM.yaml
+- observable_name: MUMU
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\mu_{H \rightarrow \mu^+ \mu^-}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\mu_{H \rightarrow \mu^+ \mu^-}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_MUMU.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_SSINC_RUNII_MUMU
+  data_uncertainties:
+  - uncertainties_DEFAULT_MUMU.yaml
+  data_central: data_DEFAULT_MUMU.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/uncertainties_DEFAULT_MUMU.yaml b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/uncertainties_DEFAULT_MUMU.yaml
new file mode 100644
index 000000000..cf4b40fb6
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/uncertainties_DEFAULT_MUMU.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.6
diff --git a/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/uncertainties_DEFAULT_ZGAM.yaml b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/uncertainties_DEFAULT_ZGAM.yaml
new file mode 100644
index 000000000..fe8da47b2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_SSINC_NOTFIXED_RUNII/uncertainties_DEFAULT_ZGAM.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.95
diff --git a/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/data_DEFAULT_RUNII.yaml b/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/data_DEFAULT_RUNII.yaml
new file mode 100644
index 000000000..7c3e3f4b1
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/data_DEFAULT_RUNII.yaml
@@ -0,0 +1,26 @@
+data_central:
+- 1.3
+- 1.16
+- 1.36
+- 2.39
+- 1.52
+- 0.71
+- 2.12
+- 1.21
+- 3.19
+- 6.9
+- 0.92
+- -0.34
+- -2.7
+- -1.67
+- 2.57
+- 2.2
+- 1.99
+- 0.89
+- 0.9
+- 2.99
+- 1.48
+- 0.81
+- 0.61
+- 0.93
+- 0.78
diff --git a/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/kinematics_RUNII.yaml b/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/kinematics_RUNII.yaml
new file mode 100644
index 000000000..b1a847fd9
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/kinematics_RUNII.yaml
@@ -0,0 +1,301 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
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+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
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+- k1:
+    min: null
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+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
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+  k2:
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+    mid: 0.0
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+  k3:
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+    max: null
+- k1:
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+  k2:
+    min: null
+    mid: 0.0
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+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
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+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
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+- k1:
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+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
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+- k1:
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+    mid: 0.0
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+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
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+  k2:
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+  k3:
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+- k1:
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+  k2:
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+  k3:
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+    max: null
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+    mid: 13000.0
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+    mid: 0.0
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+  k3:
+    min: null
+    mid: 13000.0
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+    mid: 0.0
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+  k2:
+    min: null
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+  k3:
+    min: null
+    mid: 13000.0
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+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
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+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/metadata.yaml
new file mode 100644
index 000000000..8133b77f6
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_STXS_NOTFIXED
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: HIGGS
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: RUNII
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS Higgs STXS Run II
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 25
+  plotting:
+    dataset_label: ATLAS Higgs STXS Run II
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_RUNII.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_STXS_RUNII
+  data_uncertainties:
+  - uncertainties_DEFAULT_RUNII.yaml
+  data_central: data_DEFAULT_RUNII.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/uncertainties_DEFAULT_RUNII.yaml b/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/uncertainties_DEFAULT_RUNII.yaml
new file mode 100644
index 000000000..39d1b3d24
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_STXS_NOTFIXED/uncertainties_DEFAULT_RUNII.yaml
@@ -0,0 +1,756 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+  sys_corr_12:
+    description: 'Sys uncertainty idx: 12'
+    treatment: ADD
+    type: CORR
+  sys_corr_13:
+    description: 'Sys uncertainty idx: 13'
+    treatment: ADD
+    type: CORR
+  sys_corr_14:
+    description: 'Sys uncertainty idx: 14'
+    treatment: ADD
+    type: CORR
+  sys_corr_15:
+    description: 'Sys uncertainty idx: 15'
+    treatment: ADD
+    type: CORR
+  sys_corr_16:
+    description: 'Sys uncertainty idx: 16'
+    treatment: ADD
+    type: CORR
+  sys_corr_17:
+    description: 'Sys uncertainty idx: 17'
+    treatment: ADD
+    type: CORR
+  sys_corr_18:
+    description: 'Sys uncertainty idx: 18'
+    treatment: ADD
+    type: CORR
+  sys_corr_19:
+    description: 'Sys uncertainty idx: 19'
+    treatment: ADD
+    type: CORR
+  sys_corr_20:
+    description: 'Sys uncertainty idx: 20'
+    treatment: ADD
+    type: CORR
+  sys_corr_21:
+    description: 'Sys uncertainty idx: 21'
+    treatment: ADD
+    type: CORR
+  sys_corr_22:
+    description: 'Sys uncertainty idx: 22'
+    treatment: ADD
+    type: CORR
+  sys_corr_23:
+    description: 'Sys uncertainty idx: 23'
+    treatment: ADD
+    type: CORR
+  sys_corr_24:
+    description: 'Sys uncertainty idx: 24'
+    treatment: ADD
+    type: CORR
+  sys_corr_25:
+    description: 'Sys uncertainty idx: 25'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.0335698501191234
+  sys_corr_2: -0.0273533211339333
+  sys_corr_3: -0.003471619233356
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+  sys_corr_23: -0.0227021182521649
+  sys_corr_24: -0.0666066837255541
+  sys_corr_25: 0.0337526034504379
+- stat: 0.0
+  sys_corr_1: 0.3034692187345577
+  sys_corr_2: 0.0416683784210022
+  sys_corr_3: -0.0361197378053501
+  sys_corr_4: 0.1385720107270368
+  sys_corr_5: -0.0487401797263661
+  sys_corr_6: -0.111086408344153
+  sys_corr_7: 0.0003322369799754
+  sys_corr_8: 0.01137904247488
+  sys_corr_9: -0.0185558346911859
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+  sys_corr_4: 0.0707106453715264
+  sys_corr_5: -0.025762783921086
+  sys_corr_6: -0.1222091797607804
+  sys_corr_7: -0.01538459257018
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diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..573cbb5aa
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 139.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/metadata.yaml
new file mode 100644
index 000000000..570d929f0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBARGAMMA_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{ttgamma}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{ttgamma}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBARGAMMA_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..662168429
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARGAMMA_8TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 7.0
+  sys_corr_1: 17.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..2d559eb9c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.87
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/metadata.yaml
new file mode 100644
index 000000000..f357a89da
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBARW_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{ttW}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{ttW}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBARW_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..03acd07ef
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARW_13TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.13
+  sys_corr_1: 0.14
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..dcc4b5885
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.3735
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/metadata.yaml
new file mode 100644
index 000000000..027e61e0a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBARW_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{ttW}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{ttW}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBARW_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..6f840540f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARW_8TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.09571180700415
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/data_DEFAULT_PTZNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/data_DEFAULT_PTZNORM.yaml
new file mode 100644
index 000000000..a8f087325
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/data_DEFAULT_PTZNORM.yaml
@@ -0,0 +1,7 @@
+data_central:
+- 0.001875
+- 0.005505
+- 0.005395
+- 0.005615
+- 0.002225
+- 0.00074
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..aa1fa16ad
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.95
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/kinematics_PTZNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/kinematics_PTZNORM.yaml
new file mode 100644
index 000000000..12ed37460
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/kinematics_PTZNORM.yaml
@@ -0,0 +1,73 @@
+bins:
+- k1:
+    min: null
+    mid: 20.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 55.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 90.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 135.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 190.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 255.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/metadata.yaml
new file mode 100644
index 000000000..f88e81bc6
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/metadata.yaml
@@ -0,0 +1,93 @@
+setname: ATLAS_TTBARZ_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{ttZ}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{ttZ}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBARZ_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
+- observable_name: PTZNORM
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS 13TeV $t\bar{t}Z$ transverse momentum $p_T^Z$
+    units: ''
+  process_type: EWJ_PT
+  tables: []
+  npoints: []
+  ndata: 6
+  plotting:
+    dataset_label: ATLAS 13TeV $t\bar{t}Z$ transverse momentum $p_T^Z$
+    y_label: $1/\sigma d\sigma_{t\bar{t}Z}/dp_T^Z$ (GeV)
+    figure_by:
+    - k2
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_PTZNORM.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBARZ_13TEV_PTZNORM_NUM
+    - - FK_ATLAS_TTBARZ_13TEV_PTZNORM_DEN
+    operation: RATIO
+  data_uncertainties:
+  - uncertainties_DEFAULT_PTZNORM.yaml
+  data_central: data_DEFAULT_PTZNORM.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/uncertainties_DEFAULT_PTZNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/uncertainties_DEFAULT_PTZNORM.yaml
new file mode 100644
index 000000000..9403d0d98
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/uncertainties_DEFAULT_PTZNORM.yaml
@@ -0,0 +1,72 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 4.955769189872e-05
+  sys_corr_2: -7.893189870161e-05
+  sys_corr_3: -0.0006603295599386
+  sys_corr_4: -0.0001910564420118
+  sys_corr_5: -3.27467687997e-05
+  sys_corr_6: -6.065268263878e-05
+- stat: 0.0
+  sys_corr_1: -0.001207593515477
+  sys_corr_2: 0.0002241594816805
+  sys_corr_3: 8.099513996651e-05
+  sys_corr_4: -8.377522209024e-05
+  sys_corr_5: -2.264244083548e-05
+  sys_corr_6: -3.94239456197e-05
+- stat: 0.0
+  sys_corr_1: 0.0004521927726965
+  sys_corr_2: 0.0008273752040428
+  sys_corr_3: 0.0001457444970704
+  sys_corr_4: -0.0001415399871224
+  sys_corr_5: -3.051177749178e-05
+  sys_corr_6: -5.423073952605e-05
+- stat: 0.0
+  sys_corr_1: 0.000178988090582
+  sys_corr_2: -0.0005301330357621
+  sys_corr_3: 0.0003592194237265
+  sys_corr_4: -0.0002799898121144
+  sys_corr_5: -4.099417457268e-05
+  sys_corr_6: -8.114071853464e-05
+- stat: 0.0
+  sys_corr_1: 5.923422639528e-05
+  sys_corr_2: -7.252428242849e-05
+  sys_corr_3: 4.519489998106e-06
+  sys_corr_4: 0.0003690087549647
+  sys_corr_5: -5.646478469362e-05
+  sys_corr_6: -0.0001422335260782
+- stat: 0.0
+  sys_corr_1: 1.496592852141e-05
+  sys_corr_2: -2.301552883799e-05
+  sys_corr_3: 4.363191341122e-06
+  sys_corr_4: 3.756227202966e-05
+  sys_corr_5: -8.290085785995e-05
+  sys_corr_6: 0.000191686703929
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..4f0390d3c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.08
+  sys_corr_1: 0.1
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..88efb3d60
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.179
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/metadata.yaml
new file mode 100644
index 000000000..acdee21a0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBARZ_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{ttZ}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{ttZ}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBARZ_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..b1f30cb42
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBARZ_8TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.0551633936592
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/data_DEFAULT_TTMNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/data_DEFAULT_TTMNORM.yaml
new file mode 100644
index 000000000..9c517b76b
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/data_DEFAULT_TTMNORM.yaml
@@ -0,0 +1,10 @@
+data_central:
+- 0.002971283
+- 0.003864547
+- 0.00220051
+- 0.001046854
+- 0.0004298564
+- 0.0001793252
+- 6.971501e-05
+- 2.330341e-05
+- 5.974353e-06
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/kinematics_TTMNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/kinematics_TTMNORM.yaml
new file mode 100644
index 000000000..a970addd3
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/kinematics_TTMNORM.yaml
@@ -0,0 +1,109 @@
+bins:
+- k1:
+    min: null
+    mid: 362.5
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 440.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 530.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 640.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 780.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 940.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1135.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1375.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1750.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/metadata.yaml
new file mode 100644
index 000000000..d673ba318
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/metadata.yaml
@@ -0,0 +1,56 @@
+setname: ATLAS_TTBAR_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TTMNORM
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $t\bar{t}$ invariant mass $m_{t\bar{t}}$
+    units: ''
+  process_type: HQP_MQQ
+  tables: []
+  npoints: []
+  ndata: 9
+  plotting:
+    dataset_label: ATLAS $t\bar{t}$ invariant mass $m_{t\bar{t}}$
+    y_label: $(1/\sigma_{t\bar{t}})d\sigma_{t\bar{t}}/dm_{t\bar{t}}$ (1/GeV)
+    figure_by:
+    - k2
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TTMNORM.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBAR_13TEV_TTMNORM_NUM
+    - - FK_ATLAS_TTBAR_13TEV_TTMNORM_DEN
+    operation: RATIO
+  data_uncertainties:
+  - uncertainties_DEFAULT_TTMNORM.yaml
+  data_central: data_DEFAULT_TTMNORM.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/uncertainties_DEFAULT_TTMNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/uncertainties_DEFAULT_TTMNORM.yaml
new file mode 100644
index 000000000..225449ca4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV/uncertainties_DEFAULT_TTMNORM.yaml
@@ -0,0 +1,132 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.0003767721635734
+  sys_corr_2: 1.859518741042e-05
+  sys_corr_3: 9.837505799282e-06
+  sys_corr_4: 3.71258067865e-07
+  sys_corr_5: 1.983687305964e-07
+  sys_corr_6: -4.419154078905e-08
+  sys_corr_7: 9.087403893129e-09
+  sys_corr_8: -4.777453717214e-09
+  sys_corr_9: 1.517968631859e-10
+- stat: 0.0
+  sys_corr_1: 3.217754133836e-05
+  sys_corr_2: -4.63923618065e-05
+  sys_corr_3: 3.455512309171e-05
+  sys_corr_4: -1.911129200721e-06
+  sys_corr_5: -7.970535972744e-07
+  sys_corr_6: -9.975403623627e-08
+  sys_corr_7: -1.81612895017e-08
+  sys_corr_8: 8.446568032425e-09
+  sys_corr_9: -2.499273630928e-09
+- stat: 0.0
+  sys_corr_1: 0.0001023052207501
+  sys_corr_2: -3.488366320203e-05
+  sys_corr_3: -2.550764599746e-05
+  sys_corr_4: 1.074072325946e-05
+  sys_corr_5: -8.149793364464e-07
+  sys_corr_6: -3.206905758274e-07
+  sys_corr_7: 3.402879728114e-08
+  sys_corr_8: -2.273001209482e-08
+  sys_corr_9: -1.863340384487e-10
+- stat: 0.0
+  sys_corr_1: 8.181494155517e-05
+  sys_corr_2: -2.284062034236e-05
+  sys_corr_3: -2.208761063801e-05
+  sys_corr_4: -1.154208725115e-05
+  sys_corr_5: 3.729960411031e-06
+  sys_corr_6: 7.908890073734e-07
+  sys_corr_7: 2.887303160963e-08
+  sys_corr_8: 1.156496962996e-08
+  sys_corr_9: 1.183440555809e-09
+- stat: 0.0
+  sys_corr_1: 3.347803273004e-05
+  sys_corr_2: -1.937396457608e-06
+  sys_corr_3: -1.054703626428e-05
+  sys_corr_4: -5.932622968039e-06
+  sys_corr_5: -7.88567028204e-06
+  sys_corr_6: 9.186261615083e-07
+  sys_corr_7: -6.191810377499e-08
+  sys_corr_8: 1.662962806868e-08
+  sys_corr_9: -7.073460705141e-09
+- stat: 0.0
+  sys_corr_1: 7.951426151288e-06
+  sys_corr_2: -9.053693175481e-07
+  sys_corr_3: -4.540357756825e-06
+  sys_corr_4: -3.756115909754e-06
+  sys_corr_5: -9.087622347279e-07
+  sys_corr_6: -4.41391878906e-06
+  sys_corr_7: 5.672581705575e-07
+  sys_corr_8: 3.821829622957e-08
+  sys_corr_9: 1.014524869677e-08
+- stat: 0.0
+  sys_corr_1: 6.03626158204e-06
+  sys_corr_2: -5.887016678095e-07
+  sys_corr_3: -2.047717986687e-06
+  sys_corr_4: -6.87132604378e-07
+  sys_corr_5: 7.227780283562e-08
+  sys_corr_6: -1.245745690902e-06
+  sys_corr_7: -1.790661176521e-06
+  sys_corr_8: 3.949507867755e-07
+  sys_corr_9: -4.600337213957e-08
+- stat: 0.0
+  sys_corr_1: 2.599571311743e-07
+  sys_corr_2: -2.039372781205e-07
+  sys_corr_3: -4.968675498953e-07
+  sys_corr_4: -7.677009029976e-07
+  sys_corr_5: -6.718880105683e-08
+  sys_corr_6: -5.323289736557e-07
+  sys_corr_7: -5.756132546172e-07
+  sys_corr_8: -1.179118545581e-06
+  sys_corr_9: -3.240684090377e-08
+- stat: 0.0
+  sys_corr_1: 7.654449498909e-07
+  sys_corr_2: -2.693838633715e-07
+  sys_corr_3: -6.43384330829e-08
+  sys_corr_4: -9.776166729021e-08
+  sys_corr_5: -1.02660242502e-07
+  sys_corr_6: -4.840785457695e-08
+  sys_corr_7: -2.118314377731e-07
+  sys_corr_8: -4.009407525988e-08
+  sys_corr_9: 5.065244777929e-07
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/data_DEFAULT_2022.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/data_DEFAULT_2022.yaml
new file mode 100644
index 000000000..49de8234e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/data_DEFAULT_2022.yaml
@@ -0,0 +1,6 @@
+data_central:
+- 0.005935
+- 0.005503
+- 0.01024
+- 0.02458
+- 0.001395
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/kinematics_2022.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/kinematics_2022.yaml
new file mode 100644
index 000000000..bd9ccea79
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/kinematics_2022.yaml
@@ -0,0 +1,61 @@
+bins:
+- k1:
+    min: null
+    mid: 250.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 625.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 875.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1250.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1750.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/metadata.yaml
new file mode 100644
index 000000000..d210bb328
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/metadata.yaml
@@ -0,0 +1,54 @@
+setname: ATLAS_TTBAR_13TEV_ASY
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: '2022'
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS 13TeV $t\bar{t}$ asymmetry $A_C$ (2022 update)
+    units: ''
+  process_type: HQP_MQQ
+  tables: []
+  npoints: []
+  ndata: 5
+  plotting:
+    dataset_label: ATLAS 13TeV $t\bar{t}$ asymmetry $A_C$ (2022 update)
+    y_label: $A_C$
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_2022.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBAR_13TEV_ASY_2022_PLUS
+    - - FK_ATLAS_TTBAR_13TEV_ASY_2022_MINUS
+    operation: ASY
+  data_uncertainties:
+  - uncertainties_DEFAULT_2022.yaml
+  data_central: data_DEFAULT_2022.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/uncertainties_DEFAULT_2022.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/uncertainties_DEFAULT_2022.yaml
new file mode 100644
index 000000000..189547522
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_ASY/uncertainties_DEFAULT_2022.yaml
@@ -0,0 +1,56 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 8.219426106565e-05
+  sys_corr_2: -0.0001857896785969
+  sys_corr_3: 0.0005943549066939
+  sys_corr_4: -0.0003443838817333
+  sys_corr_5: 0.003521841604284
+- stat: 0.0
+  sys_corr_1: 3.908293395197e-05
+  sys_corr_2: -0.0004746174215105
+  sys_corr_3: -0.0008768272176719
+  sys_corr_4: -0.002004011545142
+  sys_corr_5: -0.0005219411698265
+- stat: 0.0
+  sys_corr_1: -0.000489894821131
+  sys_corr_2: 0.003245033925277
+  sys_corr_3: 0.004443168775132
+  sys_corr_4: -0.0003442522096345
+  sys_corr_5: -0.0004759196779728
+- stat: 0.0
+  sys_corr_1: 0.002615117142647
+  sys_corr_2: -0.008091250084808
+  sys_corr_3: 0.001811002887591
+  sys_corr_4: -1.2702522603e-05
+  sys_corr_5: -0.0002406898053366
+- stat: 0.0
+  sys_corr_1: -0.02880223572387
+  sys_corr_2: -0.0007910188855379
+  sys_corr_3: 8.936399698901e-05
+  sys_corr_4: 9.999140617159e-07
+  sys_corr_5: -4.416506958533e-06
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..49c1dd254
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 826.4
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/metadata.yaml
new file mode 100644
index 000000000..1c4fae8c2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBAR_13TEV_DILEPTON
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t\bar{t}}^{\rm tot}$ (dilepton) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t\bar{t}}^{\rm tot}$ (dilepton) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBAR_13TEV_DILEPTON_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..acddc942a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_DILEPTON/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,22 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 3.6
+  sys_corr_1: 11.5
+  sys_corr_2: 15.7
+  sys_corr_3: 1.9
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..6d78cb0fb
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 864.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/metadata.yaml
new file mode 100644
index 000000000..d5c9fe78a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBAR_13TEV_HADRONIC
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t\bar{t}}^{\rm tot}$ (hadronic) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t\bar{t}}^{\rm tot}$ (hadronic) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBAR_13TEV_HADRONIC_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..4937ef798
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 127.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/data_DEFAULT_ABSYTTNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/data_DEFAULT_ABSYTTNORM.yaml
new file mode 100644
index 000000000..d48ef10b6
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/data_DEFAULT_ABSYTTNORM.yaml
@@ -0,0 +1,12 @@
+data_central:
+- 0.0008937502
+- 0.0007906771
+- 0.0005689343
+- 0.000157528
+- 0.0002387912
+- 0.0002328429
+- 0.0001864262
+- 5.386512e-05
+- 1.256034e-05
+- 9.280342e-06
+- 2.103867e-06
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/kinematics_ABSYTTNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/kinematics_ABSYTTNORM.yaml
new file mode 100644
index 000000000..c8c00dc0c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/kinematics_ABSYTTNORM.yaml
@@ -0,0 +1,133 @@
+bins:
+- k1:
+    min: null
+    mid: 0.23
+    max: null
+  k2:
+    min: null
+    mid: 122500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.685
+    max: null
+  k2:
+    min: null
+    mid: 122500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1.23
+    max: null
+  k2:
+    min: null
+    mid: 122500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 2.025
+    max: null
+  k2:
+    min: null
+    mid: 122500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.165
+    max: null
+  k2:
+    min: null
+    mid: 697225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.475
+    max: null
+  k2:
+    min: null
+    mid: 697225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.785
+    max: null
+  k2:
+    min: null
+    mid: 697225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1.725
+    max: null
+  k2:
+    min: null
+    mid: 697225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.2
+    max: null
+  k2:
+    min: null
+    mid: 3940225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.595
+    max: null
+  k2:
+    min: null
+    mid: 3940225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1.645
+    max: null
+  k2:
+    min: null
+    mid: 3940225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/metadata.yaml
new file mode 100644
index 000000000..25b08ad18
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/metadata.yaml
@@ -0,0 +1,57 @@
+setname: ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: ABSYTTNORM
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $t\bar{t}$ double differential $(m_{t\bar{t}},y_{t\bar{t}})$
+    units: ''
+  process_type: HQP_YQQ
+  tables: []
+  npoints: []
+  ndata: 11
+  plotting:
+    dataset_label: ATLAS $t\bar{t}$ double differential $(m_{t\bar{t}},y_{t\bar{t}})$
+    x_label: $|y_{t\bar{t}}|$
+    y_label: $(1/\sigma_{t\bar{t}})\frac{d^2\sigma_{t\bar{t}}}{dm_{t\bar{t}}\ dy_{t\bar{t}}}$
+    figure_by:
+    - k2
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_ABSYTTNORM.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM_ABSYTTNORM_NUM
+    - - FK_ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM_ABSYTTNORM_DEN
+    operation: RATIO
+  data_uncertainties:
+  - uncertainties_DEFAULT_ABSYTTNORM.yaml
+  data_central: data_DEFAULT_ABSYTTNORM.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/uncertainties_DEFAULT_ABSYTTNORM.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/uncertainties_DEFAULT_ABSYTTNORM.yaml
new file mode 100644
index 000000000..25f2386ec
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM/uncertainties_DEFAULT_ABSYTTNORM.yaml
@@ -0,0 +1,182 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 5.552295086226e-05
+  sys_corr_2: -1.606330531315e-05
+  sys_corr_3: 3.984771383175e-06
+  sys_corr_4: -2.737618470314e-06
+  sys_corr_5: -8.212323811097e-07
+  sys_corr_6: -1.892424250762e-07
+  sys_corr_7: 5.675545179819e-07
+  sys_corr_8: -2.64506774845e-07
+  sys_corr_9: 4.790086416509e-09
+  sys_corr_10: 4.983287556806e-08
+  sys_corr_11: 1.919774721801e-08
+- stat: 0.0
+  sys_corr_1: 1.133637810812e-05
+  sys_corr_2: 3.740474170559e-05
+  sys_corr_3: 1.153178942123e-05
+  sys_corr_4: 4.753300101447e-06
+  sys_corr_5: -8.983349560632e-07
+  sys_corr_6: 2.677577555066e-07
+  sys_corr_7: 5.783069614973e-07
+  sys_corr_8: -2.641364048196e-07
+  sys_corr_9: 4.675633508151e-09
+  sys_corr_10: 4.92333174714e-08
+  sys_corr_11: 2.115528827458e-08
+- stat: 0.0
+  sys_corr_1: -6.693043323892e-06
+  sys_corr_2: -7.565621320329e-06
+  sys_corr_3: -1.095588297627e-05
+  sys_corr_4: 2.130277686555e-05
+  sys_corr_5: -8.510037267245e-08
+  sys_corr_6: 6.808175256432e-08
+  sys_corr_7: 8.347159494169e-07
+  sys_corr_8: -3.806949276751e-07
+  sys_corr_9: 6.646770753071e-09
+  sys_corr_10: 7.001845557789e-08
+  sys_corr_11: 3.267755557091e-08
+- stat: 0.0
+  sys_corr_1: -2.917876710072e-05
+  sys_corr_2: -1.048272061562e-05
+  sys_corr_3: 8.908875889674e-06
+  sys_corr_4: -1.08958738788e-05
+  sys_corr_5: 3.753909897314e-07
+  sys_corr_6: 6.004560505279e-07
+  sys_corr_7: 1.278240902057e-06
+  sys_corr_8: -5.588146198971e-07
+  sys_corr_9: 9.87691592105e-09
+  sys_corr_10: 1.028730879955e-07
+  sys_corr_11: 5.159364225082e-08
+- stat: 0.0
+  sys_corr_1: 8.955569348252e-06
+  sys_corr_2: 1.069432915958e-05
+  sys_corr_3: -1.474737450948e-05
+  sys_corr_4: -6.882011072599e-06
+  sys_corr_5: 9.176877259858e-06
+  sys_corr_6: 1.396184175652e-06
+  sys_corr_7: 6.014367914593e-07
+  sys_corr_8: -9.52059094955e-08
+  sys_corr_9: 1.324608726084e-09
+  sys_corr_10: 1.160477005048e-08
+  sys_corr_11: -6.070386765664e-09
+- stat: 0.0
+  sys_corr_1: 2.28976401756e-06
+  sys_corr_2: 7.979123807479e-06
+  sys_corr_3: -1.631343208788e-05
+  sys_corr_4: -7.831047601143e-06
+  sys_corr_5: -7.672149507786e-06
+  sys_corr_6: 3.897603439484e-06
+  sys_corr_7: 2.867392025335e-07
+  sys_corr_8: -9.468476106826e-08
+  sys_corr_9: 1.1389670959e-09
+  sys_corr_10: 1.228066416059e-08
+  sys_corr_11: 1.27931304945e-08
+- stat: 0.0
+  sys_corr_1: -5.126145118989e-07
+  sys_corr_2: 6.625554567343e-06
+  sys_corr_3: -9.786178473334e-06
+  sys_corr_4: -5.50268031645e-06
+  sys_corr_5: -2.170312863417e-06
+  sys_corr_6: -7.852510113243e-06
+  sys_corr_7: 4.12154218997e-07
+  sys_corr_8: -1.033764861735e-07
+  sys_corr_9: 1.304938629068e-09
+  sys_corr_10: 1.380585849036e-08
+  sys_corr_11: 1.581625538328e-08
+- stat: 0.0
+  sys_corr_1: 3.52938345161e-07
+  sys_corr_2: 1.53210465843e-06
+  sys_corr_3: -2.305795592131e-06
+  sys_corr_4: -1.310151296565e-06
+  sys_corr_5: 6.778054500575e-07
+  sys_corr_6: -1.511643358258e-07
+  sys_corr_7: -2.615196075794e-06
+  sys_corr_8: -6.421735655665e-07
+  sys_corr_9: 6.184375792827e-09
+  sys_corr_10: 5.976788964216e-08
+  sys_corr_11: 1.346746834596e-08
+- stat: 0.0
+  sys_corr_1: 5.622307652567e-07
+  sys_corr_2: 4.941849506435e-07
+  sys_corr_3: -6.659818192549e-07
+  sys_corr_4: -2.777372953859e-07
+  sys_corr_5: 2.991530709352e-07
+  sys_corr_6: 2.972366678286e-08
+  sys_corr_7: -3.153006487979e-07
+  sys_corr_8: 3.79226330412e-07
+  sys_corr_9: 1.230932436105e-08
+  sys_corr_10: 1.464031420843e-07
+  sys_corr_11: 5.626645962068e-07
+- stat: 0.0
+  sys_corr_1: -3.405953664411e-07
+  sys_corr_2: 3.571679148816e-07
+  sys_corr_3: -6.827663524047e-07
+  sys_corr_4: -3.689242730724e-07
+  sys_corr_5: -7.102863933451e-08
+  sys_corr_6: -8.618980380894e-08
+  sys_corr_7: -2.376898411176e-07
+  sys_corr_8: 3.940447480639e-07
+  sys_corr_9: 1.114837074972e-08
+  sys_corr_10: 2.762579085826e-07
+  sys_corr_11: -3.657453670815e-07
+- stat: 0.0
+  sys_corr_1: -9.069940806526e-08
+  sys_corr_2: 7.469104381363e-08
+  sys_corr_3: -1.215483993347e-07
+  sys_corr_4: -3.766993378328e-08
+  sys_corr_5: -4.503164078528e-08
+  sys_corr_6: -2.087564107008e-08
+  sys_corr_7: -4.296029533873e-08
+  sys_corr_8: 9.813838318932e-08
+  sys_corr_9: 5.941703185972e-08
+  sys_corr_10: -1.220073984941e-07
+  sys_corr_11: -6.524514390938e-08
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..af9857ddf
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 830.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/metadata.yaml
new file mode 100644
index 000000000..93800a35d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBAR_13TEV_LJETS
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t\bar{t}}^{\rm tot}$ (l+jets) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t\bar{t}}^{\rm tot}$ (l+jets) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBAR_13TEV_LJETS_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..22a352305
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,17 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.4
+  sys_corr_1: 36.0
+  sys_corr_2: 14.0
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/data_DEFAULT_ASY.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/data_DEFAULT_ASY.yaml
new file mode 100644
index 000000000..fd2aee58d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/data_DEFAULT_ASY.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.021
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/kinematics_ASY.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/kinematics_ASY.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/kinematics_ASY.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/metadata.yaml
new file mode 100644
index 000000000..757bb4474
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/metadata.yaml
@@ -0,0 +1,54 @@
+setname: ATLAS_TTBAR_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: ASY
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS 8TeV $t\bar{t}$ asymmetry $A_C$
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS 8TeV $t\bar{t}$ asymmetry $A_C$
+    y_label: $A_C$
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_ASY.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBAR_8TEV_ASY_PLUS
+    - - FK_ATLAS_TTBAR_8TEV_ASY_MINUS
+    operation: ASY
+  data_uncertainties:
+  - uncertainties_DEFAULT_ASY.yaml
+  data_central: data_DEFAULT_ASY.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml
new file mode 100644
index 000000000..b658d777b
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml
@@ -0,0 +1,27 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.011
+  sys_corr_1: 0.006
+  sys_corr_2: 0.001
+  sys_corr_3: 0.008
+  sys_corr_4: 0.006
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..5c2a4f225
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 248.3
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/metadata.yaml
new file mode 100644
index 000000000..af0a89f84
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBAR_8TEV_LJETS
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t\bar{t}}^{\rm tot}$ (l+jets) 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t\bar{t}}^{\rm tot}$ (l+jets) 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBAR_8TEV_LJETS_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..34437eb80
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBAR_8TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,17 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.7
+  sys_corr_1: 13.4
+  sys_corr_2: 4.7
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..9b8e55b69
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 3.59
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/metadata.yaml
new file mode 100644
index 000000000..abd4064d9
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_TTBB_13TEV_LJETS
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: 4HEAVY
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $\sigma_{t\bar{t}b\bar{b}}^{\rm tot}$ (l+jets) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: ATLAS $\sigma_{t\bar{t}b\bar{b}}^{\rm tot}$ (l+jets) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_TTBB_13TEV_LJETS_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..ef95007bc
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_TTBB_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.11
+  sys_corr_1: 0.61
diff --git a/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/data_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/data_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..8242fd093
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/data_DEFAULT_OBS.yaml
@@ -0,0 +1,3 @@
+data_central:
+- 0.684
+- 0.318
diff --git a/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/kinematics_OBS.yaml b/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/kinematics_OBS.yaml
new file mode 100644
index 000000000..1a02dfe9f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/kinematics_OBS.yaml
@@ -0,0 +1,25 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/metadata.yaml
new file mode 100644
index 000000000..2662c8c6b
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/metadata.yaml
@@ -0,0 +1,52 @@
+setname: ATLAS_WHEL_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: OBS
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $W$-helicities 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 2
+  plotting:
+    dataset_label: ATLAS $W$-helicities 13 TeV
+    y_label: $F_0$/$F_L$
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_OBS.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_WHEL_13TEV
+  data_uncertainties:
+  - uncertainties_DEFAULT_OBS.yaml
+  data_central: data_DEFAULT_OBS.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/uncertainties_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/uncertainties_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..b29c2f3b0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WHEL_13TEV/uncertainties_DEFAULT_OBS.yaml
@@ -0,0 +1,20 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.01447155676785
+  sys_corr_2: 0.001753295387247
+- stat: 0.0
+  sys_corr_1: -0.0034290304297
+  sys_corr_2: 0.007399442567666
diff --git a/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/data_DEFAULT_MEMU.yaml b/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/data_DEFAULT_MEMU.yaml
new file mode 100644
index 000000000..53fab6188
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/data_DEFAULT_MEMU.yaml
@@ -0,0 +1,14 @@
+data_central:
+- 3.453
+- 3.767
+- 3.538
+- 3.094
+- 2.228
+- 1.899
+- 1.558
+- 1.145
+- 0.6746
+- 0.3516
+- 0.1407
+- 0.02837
+- 0.00127
diff --git a/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/kinematics_MEMU.yaml b/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/kinematics_MEMU.yaml
new file mode 100644
index 000000000..08e51b5f0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/kinematics_MEMU.yaml
@@ -0,0 +1,157 @@
+bins:
+- k1:
+    min: null
+    mid: 65.0
+    max: null
+  k2:
+    min: null
+    mid: 4225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 80.0
+    max: null
+  k2:
+    min: null
+    mid: 6400.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 90.0
+    max: null
+  k2:
+    min: null
+    mid: 8100.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 102.5
+    max: null
+  k2:
+    min: null
+    mid: 10506.2
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 117.5
+    max: null
+  k2:
+    min: null
+    mid: 13806.2
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 132.5
+    max: null
+  k2:
+    min: null
+    mid: 17556.2
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 150.0
+    max: null
+  k2:
+    min: null
+    mid: 22500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 172.5
+    max: null
+  k2:
+    min: null
+    mid: 29756.2
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 222.5
+    max: null
+  k2:
+    min: null
+    mid: 49506.2
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 260.0
+    max: null
+  k2:
+    min: null
+    mid: 67600.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 330.0
+    max: null
+  k2:
+    min: null
+    mid: 108900.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 490.0
+    max: null
+  k2:
+    min: null
+    mid: 240100.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1050.0
+    max: null
+  k2:
+    min: null
+    mid: 1102500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/metadata.yaml
new file mode 100644
index 000000000..52a9daf88
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_WW_13TEV_2016
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: DIBOSON
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: MEMU
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: r"\frac{d \sigma _{W^+W^-}}{d m_{e \mu}}"
+    units: ''
+  process_type: EWK_MLL
+  tables: []
+  npoints: []
+  ndata: 13
+  plotting:
+    dataset_label: r"\frac{d \sigma _{W^+W^-}}{d m_{e \mu}}"
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_MEMU.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_WW_13TEV_2016_MEMU
+  data_uncertainties:
+  - uncertainties_DEFAULT_MEMU.yaml
+  data_central: data_DEFAULT_MEMU.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/uncertainties_DEFAULT_MEMU.yaml b/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/uncertainties_DEFAULT_MEMU.yaml
new file mode 100644
index 000000000..0a50ad76c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WW_13TEV_2016/uncertainties_DEFAULT_MEMU.yaml
@@ -0,0 +1,206 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: MULT
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: MULT
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: MULT
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: MULT
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: MULT
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: MULT
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: MULT
+    type: ATLASLUMI13
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: MULT
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: MULT
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: MULT
+    type: CORR
+bins:
+- stat: 0.108
+  sys_corr_1: 0.035
+  sys_corr_2: 0.046
+  sys_corr_3: 0.086
+  sys_corr_4: 0.056
+  sys_corr_5: 0.062
+  sys_corr_6: 0.049
+  sys_corr_7: 0.071
+  sys_corr_8: 0.125
+  sys_corr_9: 0.077
+  sys_corr_10: 0.033
+  sys_corr_11: 0.04
+- stat: 0.137
+  sys_corr_1: 0.016
+  sys_corr_2: 0.065
+  sys_corr_3: 0.077
+  sys_corr_4: 0.071
+  sys_corr_5: 0.043
+  sys_corr_6: 0.078
+  sys_corr_7: 0.076
+  sys_corr_8: 0.101
+  sys_corr_9: 0.089
+  sys_corr_10: 0.049
+  sys_corr_11: 0.068
+- stat: 0.131
+  sys_corr_1: 0.022
+  sys_corr_2: 0.057
+  sys_corr_3: 0.124
+  sys_corr_4: 0.054
+  sys_corr_5: 0.036
+  sys_corr_6: 0.069
+  sys_corr_7: 0.089
+  sys_corr_8: 0.098
+  sys_corr_9: 0.071
+  sys_corr_10: 0.034
+  sys_corr_11: 0.07
+- stat: 0.104
+  sys_corr_1: 0.007
+  sys_corr_2: 0.047
+  sys_corr_3: 0.064
+  sys_corr_4: 0.054
+  sys_corr_5: 0.06
+  sys_corr_6: 0.05
+  sys_corr_7: 0.088
+  sys_corr_8: 0.085
+  sys_corr_9: 0.06
+  sys_corr_10: 0.026
+  sys_corr_11: 0.053
+- stat: 0.088
+  sys_corr_1: 0.002
+  sys_corr_2: 0.038
+  sys_corr_3: 0.065
+  sys_corr_4: 0.038
+  sys_corr_5: 0.03
+  sys_corr_6: 0.066
+  sys_corr_7: 0.086
+  sys_corr_8: 0.064
+  sys_corr_9: 0.047
+  sys_corr_10: 0.012
+  sys_corr_11: 0.056
+- stat: 0.081
+  sys_corr_1: 0.007
+  sys_corr_2: 0.032
+  sys_corr_3: 0.061
+  sys_corr_4: 0.031
+  sys_corr_5: 0.044
+  sys_corr_6: 0.05
+  sys_corr_7: 0.082
+  sys_corr_8: 0.046
+  sys_corr_9: 0.04
+  sys_corr_10: 0.026
+  sys_corr_11: 0.06
+- stat: 0.063
+  sys_corr_1: 0.008
+  sys_corr_2: 0.021
+  sys_corr_3: 0.043
+  sys_corr_4: 0.021
+  sys_corr_5: 0.028
+  sys_corr_6: 0.039
+  sys_corr_7: 0.062
+  sys_corr_8: 0.038
+  sys_corr_9: 0.027
+  sys_corr_10: 0.012
+  sys_corr_11: 0.047
+- stat: 0.049
+  sys_corr_1: 0.013
+  sys_corr_2: 0.016
+  sys_corr_3: 0.033
+  sys_corr_4: 0.018
+  sys_corr_5: 0.029
+  sys_corr_6: 0.03
+  sys_corr_7: 0.051
+  sys_corr_8: 0.033
+  sys_corr_9: 0.022
+  sys_corr_10: 0.007
+  sys_corr_11: 0.035
+- stat: 0.0333
+  sys_corr_1: 0.0022
+  sys_corr_2: 0.0085
+  sys_corr_3: 0.0256
+  sys_corr_4: 0.0086
+  sys_corr_5: 0.005
+  sys_corr_6: 0.0226
+  sys_corr_7: 0.0357
+  sys_corr_8: 0.034
+  sys_corr_9: 0.0142
+  sys_corr_10: 0.0146
+  sys_corr_11: 0.0205
+- stat: 0.0182
+  sys_corr_1: 0.0022
+  sys_corr_2: 0.0064
+  sys_corr_3: 0.0138
+  sys_corr_4: 0.0059
+  sys_corr_5: 0.0029
+  sys_corr_6: 0.0076
+  sys_corr_7: 0.0185
+  sys_corr_8: 0.0103
+  sys_corr_9: 0.0074
+  sys_corr_10: 0.0079
+  sys_corr_11: 0.0071
+- stat: 0.0091
+  sys_corr_1: 0.0003
+  sys_corr_2: 0.0016
+  sys_corr_3: 0.0103
+  sys_corr_4: 0.002
+  sys_corr_5: 0.0041
+  sys_corr_6: 0.0036
+  sys_corr_7: 0.0067
+  sys_corr_8: 0.0083
+  sys_corr_9: 0.0023
+  sys_corr_10: 0.0015
+  sys_corr_11: 0.0024
+- stat: 0.00286
+  sys_corr_1: 1.0e-05
+  sys_corr_2: 0.00035
+  sys_corr_3: 0.00205
+  sys_corr_4: 0.00043
+  sys_corr_5: 0.00055
+  sys_corr_6: 0.00119
+  sys_corr_7: 0.0012
+  sys_corr_8: 0.00192
+  sys_corr_9: 0.00048
+  sys_corr_10: 0.00027
+  sys_corr_11: 0.00084
+- stat: 0.00027
+  sys_corr_1: 3.0e-05
+  sys_corr_2: 2.0e-05
+  sys_corr_3: 0.00026
+  sys_corr_4: 4.0e-05
+  sys_corr_5: 2.0e-05
+  sys_corr_6: 0.00012
+  sys_corr_7: 3.0e-05
+  sys_corr_8: 8.0e-05
+  sys_corr_9: 4.0e-05
+  sys_corr_10: 4.0e-05
+  sys_corr_11: 0.00012
diff --git a/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/data_DEFAULT_MTWZ.yaml b/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/data_DEFAULT_MTWZ.yaml
new file mode 100644
index 000000000..7cd1e443e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/data_DEFAULT_MTWZ.yaml
@@ -0,0 +1,7 @@
+data_central:
+- 7.77
+- 25.65
+- 21.74
+- 7.76
+- 0.59
+- 0.42
diff --git a/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/kinematics_MTWZ.yaml b/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/kinematics_MTWZ.yaml
new file mode 100644
index 000000000..f6e972743
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/kinematics_MTWZ.yaml
@@ -0,0 +1,73 @@
+bins:
+- k1:
+    min: null
+    mid: 70.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 160.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 215.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 350.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 575.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 800.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/metadata.yaml
new file mode 100644
index 000000000..b8560d64c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_WZ_13TEV_2016
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: DIBOSON
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: MTWZ
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: r"d \sigma _{WZ}d m_{T}"
+    units: ''
+  process_type: EWK_PT
+  tables: []
+  npoints: []
+  ndata: 6
+  plotting:
+    dataset_label: r"d \sigma _{WZ}d m_{T}"
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_MTWZ.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_WZ_13TEV_2016_MTWZ
+  data_uncertainties:
+  - uncertainties_DEFAULT_MTWZ.yaml
+  data_central: data_DEFAULT_MTWZ.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/uncertainties_DEFAULT_MTWZ.yaml b/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/uncertainties_DEFAULT_MTWZ.yaml
new file mode 100644
index 000000000..1b4b4e6e0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_WZ_13TEV_2016/uncertainties_DEFAULT_MTWZ.yaml
@@ -0,0 +1,102 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: MULT
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: MULT
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: MULT
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: MULT
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: MULT
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: MULT
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: MULT
+    type: ATLASLUMI13
+bins:
+- stat: 0.55167
+  sys_corr_1: -0.55167
+  sys_corr_2: -0.03885
+  sys_corr_3: -0.2331
+  sys_corr_4: -0.13209
+  sys_corr_5: -0.13209
+  sys_corr_6: -0.06993
+  sys_corr_7: -0.83916
+  sys_corr_8: -0.26418
+  sys_corr_9: -0.22533
+- stat: 0.8208
+  sys_corr_1: -0.8208
+  sys_corr_2: -0.0513
+  sys_corr_3: -0.5643
+  sys_corr_4: -0.28215
+  sys_corr_5: -0.4104
+  sys_corr_6: -0.12825
+  sys_corr_7: -0.8721
+  sys_corr_8: -0.513
+  sys_corr_9: -0.513
+- stat: 0.73916
+  sys_corr_1: -0.73916
+  sys_corr_2: -0.04348
+  sys_corr_3: -0.28262
+  sys_corr_4: -0.26088
+  sys_corr_5: -0.34784
+  sys_corr_6: -0.06522
+  sys_corr_7: -0.52176
+  sys_corr_8: -0.4348
+  sys_corr_9: -0.28262
+- stat: 0.41128
+  sys_corr_1: -0.41128
+  sys_corr_2: -0.03104
+  sys_corr_3: -0.00776
+  sys_corr_4: -0.12416
+  sys_corr_5: -0.13968
+  sys_corr_6: -0.04656
+  sys_corr_7: -0.194
+  sys_corr_8: -0.32592
+  sys_corr_9: -0.1164
+- stat: 0.12331
+  sys_corr_1: -0.12331
+  sys_corr_2: -0.00826
+  sys_corr_3: -0.00354
+  sys_corr_4: -0.01475
+  sys_corr_5: -0.01711
+  sys_corr_6: -0.00885
+  sys_corr_7: -0.01121
+  sys_corr_8: -0.04543
+  sys_corr_9: -0.00413
+- stat: 0.09114
+  sys_corr_1: -0.09114
+  sys_corr_2: -0.0084
+  sys_corr_3: -0.00252
+  sys_corr_4: -0.01302
+  sys_corr_5: -0.01722
+  sys_corr_6: -0.00504
+  sys_corr_7: -0.0147
+  sys_corr_8: -0.02016
+  sys_corr_9: -0.0042
diff --git a/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/data_DEFAULT_2016.yaml b/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/data_DEFAULT_2016.yaml
new file mode 100644
index 000000000..2e69842ea
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/data_DEFAULT_2016.yaml
@@ -0,0 +1,13 @@
+data_central:
+- 0.96495967
+- 0.78773028
+- 0.97885374
+- 0.95960863
+- 0.94732014
+- 1.52026985
+- 1.39991736
+- 1.31080389
+- 1.08995183
+- 0.98599463
+- 0.70361567
+- 0.83640494
diff --git a/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/kinematics_2016.yaml b/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/kinematics_2016.yaml
new file mode 100644
index 000000000..9ca2412d7
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/kinematics_2016.yaml
@@ -0,0 +1,145 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 0.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/metadata.yaml
new file mode 100644
index 000000000..aba914423
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: ATLAS_ZJJ_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: DIBOSON
+  experiment: ATLAS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: '2016'
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: ATLAS $d \sigma(Zjj)/d \Delta \phi_{jj}$ 13 TeV
+    units: ''
+  process_type: EWK_RAP
+  tables: []
+  npoints: []
+  ndata: 12
+  plotting:
+    dataset_label: ATLAS $d \sigma(Zjj)/d \Delta \phi_{jj}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_2016.yaml
+  theory:
+    FK_tables:
+    - - FK_ATLAS_ZJJ_13TEV_2016
+  data_uncertainties:
+  - uncertainties_DEFAULT_2016.yaml
+  data_central: data_DEFAULT_2016.yaml
diff --git a/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/uncertainties_DEFAULT_2016.yaml b/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/uncertainties_DEFAULT_2016.yaml
new file mode 100644
index 000000000..a9102531c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/ATLAS_ZJJ_13TEV/uncertainties_DEFAULT_2016.yaml
@@ -0,0 +1,210 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+  sys_corr_12:
+    description: 'Sys uncertainty idx: 12'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: -0.2492182770394799
+  sys_corr_2: -0.166080935757526
+  sys_corr_3: 0.0229447981821561
+  sys_corr_4: -0.0288522898189941
+  sys_corr_5: -0.0038067473115011
+  sys_corr_6: -0.0308235401112302
+  sys_corr_7: -0.0535980871313558
+  sys_corr_8: -0.0196721717731509
+  sys_corr_9: 0.0283428305250242
+  sys_corr_10: -0.0687460672963485
+  sys_corr_11: 0.0304170019372711
+  sys_corr_12: -0.0055309783698102
+- stat: 0.0
+  sys_corr_1: -0.1601442621991582
+  sys_corr_2: -0.1058153493500637
+  sys_corr_3: 0.0123400385981783
+  sys_corr_4: -0.0013692427754785
+  sys_corr_5: -0.0027921058010372
+  sys_corr_6: -0.0096227263103894
+  sys_corr_7: 0.044743522379323
+  sys_corr_8: -0.0666441719385206
+  sys_corr_9: -0.0744319146673439
+  sys_corr_10: 0.0121765189858476
+  sys_corr_11: -0.0117194960541472
+  sys_corr_12: 0.0190323529831897
+- stat: 0.0
+  sys_corr_1: -0.1421706249367562
+  sys_corr_2: -0.0648870044485314
+  sys_corr_3: 0.0011707946491953
+  sys_corr_4: 0.0044284725691907
+  sys_corr_5: 0.027533546891117
+  sys_corr_6: 0.0317291282830674
+  sys_corr_7: 0.0572450152545283
+  sys_corr_8: -0.0086996997058213
+  sys_corr_9: 0.0584801800537149
+  sys_corr_10: -0.0175144604851419
+  sys_corr_11: -0.0726021524457997
+  sys_corr_12: -0.0429177966809436
+- stat: 0.0
+  sys_corr_1: -0.1337665029116731
+  sys_corr_2: -0.0048921181201842
+  sys_corr_3: -0.0109216687905549
+  sys_corr_4: 0.0154948992768008
+  sys_corr_5: 0.0099966999077583
+  sys_corr_6: 0.087419616525443
+  sys_corr_7: -0.0299609028622464
+  sys_corr_8: 0.0034670265783965
+  sys_corr_9: 0.0106611373010661
+  sys_corr_10: -0.010935257245829
+  sys_corr_11: -0.0261803954935241
+  sys_corr_12: 0.0908447190672697
+- stat: 0.0
+  sys_corr_1: -0.2358777465716574
+  sys_corr_2: 0.0478646222748633
+  sys_corr_3: -0.0808804531169454
+  sys_corr_4: 0.0866158464189889
+  sys_corr_5: -0.1305423998103111
+  sys_corr_6: -0.0066635053182958
+  sys_corr_7: 0.0114786173447205
+  sys_corr_8: -0.0002177898678764
+  sys_corr_9: 0.0141172580639377
+  sys_corr_10: -0.0002456587261838
+  sys_corr_11: -0.0007736562312519
+  sys_corr_12: -0.0031986953791292
+- stat: 0.0
+  sys_corr_1: -0.3217207676918705
+  sys_corr_2: 0.2149832967445466
+  sys_corr_3: 0.1798691756516394
+  sys_corr_4: -0.0069603737788661
+  sys_corr_5: -0.0068736836793904
+  sys_corr_6: -0.0111990931785902
+  sys_corr_7: 0.0048147351447459
+  sys_corr_8: -0.0008333131490687
+  sys_corr_9: 0.0026750997529929
+  sys_corr_10: 7.933173739820286e-05
+  sys_corr_11: -0.0005139659505786
+  sys_corr_12: 0.0012620182173239
+- stat: 0.0
+  sys_corr_1: -0.2912706946804275
+  sys_corr_2: 0.1516169834381222
+  sys_corr_3: -0.1368419177582515
+  sys_corr_4: -0.1392182892437716
+  sys_corr_5: 0.023644926921283
+  sys_corr_6: -0.0102047657353996
+  sys_corr_7: 0.0030419372529468
+  sys_corr_8: 0.0002535016107911
+  sys_corr_9: -0.0086741991570742
+  sys_corr_10: -0.0015032430051873
+  sys_corr_11: -0.0001226106420349
+  sys_corr_12: -0.0022751430116262
+- stat: 0.0
+  sys_corr_1: -0.2101747992254699
+  sys_corr_2: 0.0639156731152287
+  sys_corr_3: -0.0621799525941489
+  sys_corr_4: 0.1500946611900551
+  sys_corr_5: 0.0920335723070929
+  sys_corr_6: -0.0401179732002068
+  sys_corr_7: -0.0206799484613357
+  sys_corr_8: -0.0001142224445578
+  sys_corr_9: -0.0095208785204404
+  sys_corr_10: 0.0002634929282086
+  sys_corr_11: 0.0006506794925192
+  sys_corr_12: -0.0034847120165835
+- stat: 0.0
+  sys_corr_1: -0.1321370853721086
+  sys_corr_2: -0.0061480988675605
+  sys_corr_3: 0.0009273229802036
+  sys_corr_4: 0.0163081930318456
+  sys_corr_5: 0.0030003345173918
+  sys_corr_6: 0.1095882519288226
+  sys_corr_7: -0.0336596101808232
+  sys_corr_8: -0.0006934227954813
+  sys_corr_9: -0.0409585462447894
+  sys_corr_10: 0.0051358214133329
+  sys_corr_11: 0.0265048159437913
+  sys_corr_12: -0.065670791534632
+- stat: 0.0
+  sys_corr_1: -0.1480951418908358
+  sys_corr_2: -0.0636149708186868
+  sys_corr_3: -0.002330386722835
+  sys_corr_4: 0.0059673497907593
+  sys_corr_5: 0.025842803973495
+  sys_corr_6: 0.0244755137075063
+  sys_corr_7: 0.0721079677769272
+  sys_corr_8: 0.000825342069041
+  sys_corr_9: 0.0504891841609555
+  sys_corr_10: 0.0274327041381081
+  sys_corr_11: 0.0770292253986322
+  sys_corr_12: 0.0173945519136957
+- stat: 0.0
+  sys_corr_1: -0.1777107493144862
+  sys_corr_2: -0.1146743640131343
+  sys_corr_3: 0.0163186459373582
+  sys_corr_4: -0.0021655917382778
+  sys_corr_5: -0.0003822606794419
+  sys_corr_6: -0.0115655444929115
+  sys_corr_7: 0.0457383701065172
+  sys_corr_8: 0.0715137051755829
+  sys_corr_9: -0.0593026386711571
+  sys_corr_10: -0.0265447865910605
+  sys_corr_11: -0.0059460165280272
+  sys_corr_12: 0.0066926520750258
+- stat: 0.0
+  sys_corr_1: -0.2487190016042187
+  sys_corr_2: -0.1576958646073843
+  sys_corr_3: 0.0203425833985037
+  sys_corr_4: -0.0286816360559798
+  sys_corr_5: -0.0049787501073258
+  sys_corr_6: -0.0259454164601912
+  sys_corr_7: -0.0526462415873883
+  sys_corr_8: 0.0155946863713691
+  sys_corr_9: 0.0157876511591749
+  sys_corr_10: 0.0785082548343116
+  sys_corr_11: -0.0220576766231925
+  sys_corr_12: -0.0042784216795564
diff --git a/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..bf54eab55
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 12.9
diff --git a/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/metadata.yaml b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/metadata.yaml
new file mode 100644
index 000000000..17dca07e0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_4TOP_13TEV_MULTILEP
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: 4HEAVY
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{t\bar{t}t\bar{t}}^{\rm tot}$ (multilepton) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{t\bar{t}t\bar{t}}^{\rm tot}$ (multilepton) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_4TOP_13TEV_MULTILEP_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..0dfac962d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_MULTILEP/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 5.51633936592
diff --git a/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..408e7f315
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 28.5
diff --git a/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/metadata.yaml b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/metadata.yaml
new file mode 100644
index 000000000..0637869e2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_4TOP_13TEV_SLEP
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: 4HEAVY
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{t\bar{t}t\bar{t}}^{\rm tot}$ (single-lepton) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{t\bar{t}t\bar{t}}^{\rm tot}$ (single-lepton) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_4TOP_13TEV_SLEP_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..076986c97
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_4TOP_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 34.30378987809
diff --git a/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/data_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/data_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..b8afce95f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/data_DEFAULT_OBS.yaml
@@ -0,0 +1,44 @@
+data_central:
+- 230.0
+- 100.0
+- 52.0
+- 28.0
+- 18.0
+- 12.0
+- 8.5
+- 6.2
+- 5.4
+- 4.8
+- 4.9
+- 5.4
+- 6.6
+- 9.8
+- 22.0
+- 150.0
+- 160.0
+- 13.0
+- 4.9
+- 2.6
+- 1.6
+- 1.1
+- 0.77
+- 0.54
+- 0.36
+- 0.28
+- 0.18
+- 0.14
+- 0.094
+- 0.06
+- 0.044
+- 0.03
+- 0.016
+- 0.0096
+- 0.0051
+- 0.0019
+- 0.00079
+- 0.00058
+- 0.00032
+- 7.2e-05
+- 1.4e-05
+- 1.1e-05
+- 3.1e-07
diff --git a/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/kinematics_OBS.yaml b/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/kinematics_OBS.yaml
new file mode 100644
index 000000000..72a730421
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/kinematics_OBS.yaml
@@ -0,0 +1,517 @@
+bins:
+- k1:
+    min: null
+    mid: 17.5
+    max: null
+  k2:
+    min: null
+    mid: 306.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 22.5
+    max: null
+  k2:
+    min: null
+    mid: 506.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 27.5
+    max: null
+  k2:
+    min: null
+    mid: 756.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 32.5
+    max: null
+  k2:
+    min: null
+    mid: 1056.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 37.5
+    max: null
+  k2:
+    min: null
+    mid: 1406.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 42.5
+    max: null
+  k2:
+    min: null
+    mid: 1806.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 47.5
+    max: null
+  k2:
+    min: null
+    mid: 2256.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 52.5
+    max: null
+  k2:
+    min: null
+    mid: 2756.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 57.5
+    max: null
+  k2:
+    min: null
+    mid: 3306.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 62.0
+    max: null
+  k2:
+    min: null
+    mid: 3844.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 66.0
+    max: null
+  k2:
+    min: null
+    mid: 4356.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 70.0
+    max: null
+  k2:
+    min: null
+    mid: 4900.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 74.0
+    max: null
+  k2:
+    min: null
+    mid: 5476.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 78.5
+    max: null
+  k2:
+    min: null
+    mid: 6162.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 83.5
+    max: null
+  k2:
+    min: null
+    mid: 6972.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 88.5
+    max: null
+  k2:
+    min: null
+    mid: 7832.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 93.5
+    max: null
+  k2:
+    min: null
+    mid: 8742.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 98.5
+    max: null
+  k2:
+    min: null
+    mid: 9702.25
+    max: null
+  k3:
+    min: null
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+    max: null
+- k1:
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+    mid: 103.5
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+  k2:
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+  k2:
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+  k3:
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+    mid: 13000.0
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+- k1:
+    min: null
+    mid: 117.5
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+  k2:
+    min: null
+    mid: 13806.25
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
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+- k1:
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+    mid: 123.0
+    max: null
+  k2:
+    min: null
+    mid: 15129.0
+    max: null
+  k3:
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+- k1:
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+- k1:
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+  k2:
+    min: null
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+  k3:
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+  k2:
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+  k2:
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+  k3:
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+  k2:
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+    mid: 168100.0
+    max: null
+  k3:
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+    mid: 13000.0
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+    mid: 475.0
+    max: null
+  k2:
+    min: null
+    mid: 225625.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
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+- k1:
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+    mid: 555.0
+    max: null
+  k2:
+    min: null
+    mid: 308025.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 650.0
+    max: null
+  k2:
+    min: null
+    mid: 422500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 765.0
+    max: null
+  k2:
+    min: null
+    mid: 585225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 915.0
+    max: null
+  k2:
+    min: null
+    mid: 837225.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1250.0
+    max: null
+  k2:
+    min: null
+    mid: 1562500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 2250.0
+    max: null
+  k2:
+    min: null
+    mid: 5062500.0
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/metadata.yaml
new file mode 100644
index 000000000..31c4adc70
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/metadata.yaml
@@ -0,0 +1,53 @@
+setname: CMS_HMDY_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: DY
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: OBS
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS HM DY 13 TeV - combined channel
+    units: ''
+  process_type: EWK_MLL
+  tables: []
+  npoints: []
+  ndata: 43
+  plotting:
+    dataset_label: CMS HM DY 13 TeV - combined channel
+    y_label: $d\sigma/dM_{\ell\ell}$ (pb)
+    y_scale: log
+    plot_x: k2
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_OBS.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_HMDY_13TEV
+  data_uncertainties:
+  - uncertainties_DEFAULT_OBS.yaml
+  data_central: data_DEFAULT_OBS.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/uncertainties_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/uncertainties_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..c4b1bdf04
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_HMDY_13TEV/uncertainties_DEFAULT_OBS.yaml
@@ -0,0 +1,2070 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+  sys_corr_12:
+    description: 'Sys uncertainty idx: 12'
+    treatment: ADD
+    type: CORR
+  sys_corr_13:
+    description: 'Sys uncertainty idx: 13'
+    treatment: ADD
+    type: CORR
+  sys_corr_14:
+    description: 'Sys uncertainty idx: 14'
+    treatment: ADD
+    type: CORR
+  sys_corr_15:
+    description: 'Sys uncertainty idx: 15'
+    treatment: ADD
+    type: CORR
+  sys_corr_16:
+    description: 'Sys uncertainty idx: 16'
+    treatment: ADD
+    type: CORR
+  sys_corr_17:
+    description: 'Sys uncertainty idx: 17'
+    treatment: ADD
+    type: CORR
+  sys_corr_18:
+    description: 'Sys uncertainty idx: 18'
+    treatment: ADD
+    type: CORR
+  sys_corr_19:
+    description: 'Sys uncertainty idx: 19'
+    treatment: ADD
+    type: CORR
+  sys_corr_20:
+    description: 'Sys uncertainty idx: 20'
+    treatment: ADD
+    type: CORR
+  sys_corr_21:
+    description: 'Sys uncertainty idx: 21'
+    treatment: ADD
+    type: CORR
+  sys_corr_22:
+    description: 'Sys uncertainty idx: 22'
+    treatment: ADD
+    type: CORR
+  sys_corr_23:
+    description: 'Sys uncertainty idx: 23'
+    treatment: ADD
+    type: CORR
+  sys_corr_24:
+    description: 'Sys uncertainty idx: 24'
+    treatment: ADD
+    type: CORR
+  sys_corr_25:
+    description: 'Sys uncertainty idx: 25'
+    treatment: ADD
+    type: CORR
+  sys_corr_26:
+    description: 'Sys uncertainty idx: 26'
+    treatment: ADD
+    type: CORR
+  sys_corr_27:
+    description: 'Sys uncertainty idx: 27'
+    treatment: ADD
+    type: CORR
+  sys_corr_28:
+    description: 'Sys uncertainty idx: 28'
+    treatment: ADD
+    type: CORR
+  sys_corr_29:
+    description: 'Sys uncertainty idx: 29'
+    treatment: ADD
+    type: CORR
+  sys_corr_30:
+    description: 'Sys uncertainty idx: 30'
+    treatment: ADD
+    type: CORR
+  sys_corr_31:
+    description: 'Sys uncertainty idx: 31'
+    treatment: ADD
+    type: CORR
+  sys_corr_32:
+    description: 'Sys uncertainty idx: 32'
+    treatment: ADD
+    type: CORR
+  sys_corr_33:
+    description: 'Sys uncertainty idx: 33'
+    treatment: ADD
+    type: CORR
+  sys_corr_34:
+    description: 'Sys uncertainty idx: 34'
+    treatment: ADD
+    type: CORR
+  sys_corr_35:
+    description: 'Sys uncertainty idx: 35'
+    treatment: ADD
+    type: CORR
+  sys_corr_36:
+    description: 'Sys uncertainty idx: 36'
+    treatment: ADD
+    type: CORR
+  sys_corr_37:
+    description: 'Sys uncertainty idx: 37'
+    treatment: ADD
+    type: CORR
+  sys_corr_38:
+    description: 'Sys uncertainty idx: 38'
+    treatment: ADD
+    type: CORR
+  sys_corr_39:
+    description: 'Sys uncertainty idx: 39'
+    treatment: ADD
+    type: CORR
+  sys_corr_40:
+    description: 'Sys uncertainty idx: 40'
+    treatment: ADD
+    type: CORR
+  sys_corr_41:
+    description: 'Sys uncertainty idx: 41'
+    treatment: ADD
+    type: CORR
+  sys_corr_42:
+    description: 'Sys uncertainty idx: 42'
+    treatment: ADD
+    type: CORR
+  sys_corr_43:
+    description: 'Sys uncertainty idx: 43'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 15.96636423939
+  sys_corr_2: 1.592508706041
+  sys_corr_3: -0.005350775242846
+  sys_corr_4: 0.1298160581932
+  sys_corr_5: 0.01887038463765
+  sys_corr_6: 0.04073459653113
+  sys_corr_7: 0.01455121415436
+  sys_corr_8: 0.003702179228482
+  sys_corr_9: 0.002644240044093
+  sys_corr_10: 0.0004136065825106
+  sys_corr_11: 0.0002440987745694
+  sys_corr_12: 0.0002758418439745
+  sys_corr_13: -6.940399170665e-05
+  sys_corr_14: -8.596974878035e-05
+  sys_corr_15: 7.582735077855e-06
+  sys_corr_16: -3.834799144911e-05
+  sys_corr_17: 3.539248579723e-05
+  sys_corr_18: -1.516304368005e-06
+  sys_corr_19: -3.802580960578e-06
+  sys_corr_20: -3.117471629703e-06
+  sys_corr_21: 6.300661031979e-07
+  sys_corr_22: -8.740244807536e-08
+  sys_corr_23: 1.395325367626e-07
+  sys_corr_24: 1.554887896832e-07
+  sys_corr_25: -1.468469911487e-07
+  sys_corr_26: -2.157993722326e-07
+  sys_corr_27: 7.723634946689e-08
+  sys_corr_28: 7.77371877468e-08
+  sys_corr_29: -2.894178485609e-08
+  sys_corr_30: -8.513966592014e-09
+  sys_corr_31: -4.409607604204e-09
+  sys_corr_32: -2.237527020101e-09
+  sys_corr_33: -3.761352701542e-10
+  sys_corr_34: -1.254750609982e-10
+  sys_corr_35: -2.0462897420030003e-11
+  sys_corr_36: -1.330155878243e-11
+  sys_corr_37: -2.722653138648e-12
+  sys_corr_38: -1.720960376254e-12
+  sys_corr_39: -6.818781284340999e-13
+  sys_corr_40: -3.7073624263609997e-13
+  sys_corr_41: 1.445968884128e-14
+  sys_corr_42: 3.029932689641e-15
+  sys_corr_43: -1.6775746588710002e-17
+- stat: 0.0
+  sys_corr_1: 1.956221533422
+  sys_corr_2: -4.36681362687
+  sys_corr_3: -2.474669929368
+  sys_corr_4: 3.187635558533
+  sys_corr_5: 0.1138782232053
+  sys_corr_6: 0.1826444332721
+  sys_corr_7: 0.05077203540078
+  sys_corr_8: 0.0116023466196
+  sys_corr_9: 0.009044468318873
+  sys_corr_10: 0.001120724078292
+  sys_corr_11: 0.0007667771857919
+  sys_corr_12: 0.0009395779903946
+  sys_corr_13: -0.0002230289945941
+  sys_corr_14: -0.0002966055029434
+  sys_corr_15: 3.740379129979e-05
+  sys_corr_16: -0.0001171997996114
+  sys_corr_17: 0.0001082580631918
+  sys_corr_18: -1.564618703226e-05
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+  sys_corr_21: 2.54746030206e-06
+  sys_corr_22: 1.660322584616e-06
+  sys_corr_23: -6.976706621829e-07
+  sys_corr_24: 3.749305768913e-07
+  sys_corr_25: -3.676924244561e-07
+  sys_corr_26: -3.964040236647e-07
+  sys_corr_27: 2.918698446413e-07
+  sys_corr_28: 2.506296356211e-07
+  sys_corr_29: -8.936913786187e-08
+  sys_corr_30: -2.379993610012e-08
+  sys_corr_31: -2.38583164871e-08
+  sys_corr_32: -1.001631765323e-08
+  sys_corr_33: -2.479701458013e-09
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+  sys_corr_40: -3.6358358102359995e-13
+  sys_corr_41: -8.701820356778e-16
+  sys_corr_42: -1.738321990718e-14
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+  sys_corr_39: -4.920169562301e-08
+  sys_corr_40: -1.174404333498e-07
+  sys_corr_41: 5.267850801179e-07
+  sys_corr_42: -4.13332918685e-06
+  sys_corr_43: 8.79393174458e-10
+- stat: 0.0
+  sys_corr_1: 2.352041850953e-09
+  sys_corr_2: -3.506991643308e-09
+  sys_corr_3: 9.440002042734e-11
+  sys_corr_4: -3.784492439847e-09
+  sys_corr_5: -1.160101031974e-10
+  sys_corr_6: 1.689076077166e-09
+  sys_corr_7: 3.213055487887e-09
+  sys_corr_8: -2.917308115822e-09
+  sys_corr_9: 2.869503367191e-09
+  sys_corr_10: -2.033078411237e-09
+  sys_corr_11: -1.711835069099e-09
+  sys_corr_12: 1.755603688657e-09
+  sys_corr_13: 3.550766576695e-10
+  sys_corr_14: 4.573671279009e-10
+  sys_corr_15: -3.018736735079e-10
+  sys_corr_16: 2.083998080009e-09
+  sys_corr_17: -2.125338837651e-09
+  sys_corr_18: -2.873124457166e-09
+  sys_corr_19: 5.520992890841e-10
+  sys_corr_20: 4.076378971149e-09
+  sys_corr_21: 1.646379484672e-09
+  sys_corr_22: 2.448521293644e-09
+  sys_corr_23: -1.541740622134e-09
+  sys_corr_24: 1.757754897089e-09
+  sys_corr_25: -1.143074100187e-09
+  sys_corr_26: -4.870761532452e-10
+  sys_corr_27: 4.612259874543e-10
+  sys_corr_28: 1.720284038104e-09
+  sys_corr_29: -2.956099575384e-10
+  sys_corr_30: -3.078437621884e-09
+  sys_corr_31: -2.463385747772e-09
+  sys_corr_32: 4.722194394553e-09
+  sys_corr_33: -1.68309107837e-09
+  sys_corr_34: 1.553728403085e-10
+  sys_corr_35: 5.375278493193e-10
+  sys_corr_36: -3.963824972075e-09
+  sys_corr_37: -9.096919829964e-10
+  sys_corr_38: -6.269859202558e-09
+  sys_corr_39: -3.65002892177e-10
+  sys_corr_40: 4.009455450467e-09
+  sys_corr_41: -5.566552606434e-09
+  sys_corr_42: 9.790532798939e-09
+  sys_corr_43: 3.632140240849e-07
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..7b1f28f96
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 63.1
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/metadata.yaml
new file mode 100644
index 000000000..ed6439fa8
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_SINGLETOPW_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{tW}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{tW}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOPW_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..2ff4b5364
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,17 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 1.8
+  sys_corr_1: 6.4
+  sys_corr_2: 2.1
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..9b5e97edc
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 89.0
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/metadata.yaml
new file mode 100644
index 000000000..21670055d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_SINGLETOPW_13TEV_SLEP
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{tW}^{\rm tot}$ (single lepton) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{tW}^{\rm tot}$ (single lepton) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOPW_13TEV_SLEP_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..3d81ef12a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_13TEV_SLEP/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 4.0
+  sys_corr_1: 12.0
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..990fe7627
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 23.4
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/metadata.yaml
new file mode 100644
index 000000000..270061e0b
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_SINGLETOPW_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{tW}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{tW}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOPW_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..c422d4b34
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPW_8TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 5.4
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/data_DEFAULT_PTT.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/data_DEFAULT_PTT.yaml
new file mode 100644
index 000000000..d1290f620
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/data_DEFAULT_PTT.yaml
@@ -0,0 +1,4 @@
+data_central:
+- 0.06027
+- 0.06701
+- 0.026598
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..f45c660b9
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 111.0
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/kinematics_PTT.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/kinematics_PTT.yaml
new file mode 100644
index 000000000..14bc946d3
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/kinematics_PTT.yaml
@@ -0,0 +1,37 @@
+bins:
+- k1:
+    min: null
+    mid: 45.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 135.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 234.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/metadata.yaml
new file mode 100644
index 000000000..2fee21410
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/metadata.yaml
@@ -0,0 +1,91 @@
+setname: CMS_SINGLETOPZ_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{tZ}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{tZ}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOPZ_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
+- observable_name: PTT
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS 13TeV $tZ$ transverse momentum $p_T^t$
+    units: ''
+  process_type: EWK_PT
+  tables: []
+  npoints: []
+  ndata: 3
+  plotting:
+    dataset_label: CMS 13TeV $tZ$ transverse momentum $p_T^t$
+    y_label: $d\sigma_{tZ}/dp_T^t$ (GeV)
+    figure_by:
+    - k2
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_PTT.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOPZ_13TEV_PTT
+  data_uncertainties:
+  - uncertainties_DEFAULT_PTT.yaml
+  data_central: data_DEFAULT_PTT.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_PTT.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_PTT.yaml
new file mode 100644
index 000000000..7a1ef2e05
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_PTT.yaml
@@ -0,0 +1,30 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.01829048751515
+  sys_corr_2: -0.009439173845714
+  sys_corr_3: -6.714173704765e-05
+- stat: 0.0
+  sys_corr_1: -0.01494446907394
+  sys_corr_2: -0.01139186106379
+  sys_corr_3: 0.0008161638187116
+- stat: 0.0
+  sys_corr_1: 0.001929170900641
+  sys_corr_2: 0.00124497835577
+  sys_corr_3: 0.006959046524473
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..b91fbb6f1
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOPZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 13.0
+  sys_corr_1: 10.09950493836
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/data_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/data_DEFAULT_T.yaml
new file mode 100644
index 000000000..d12ffcedc
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/data_DEFAULT_T.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 154.0
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/kinematics_T.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/kinematics_T.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/kinematics_T.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/metadata.yaml
new file mode 100644
index 000000000..eef89046d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_SINGLETOP_13TEVCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: T
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{t}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{t}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_T.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOP_TCH_13TEV_T
+  data_uncertainties:
+  - uncertainties_DEFAULT_T.yaml
+  data_central: data_DEFAULT_T.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/uncertainties_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/uncertainties_DEFAULT_T.yaml
new file mode 100644
index 000000000..c755ecfe7
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEVCH/uncertainties_DEFAULT_T.yaml
@@ -0,0 +1,22 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 8.0
+  sys_corr_1: 9.0
+  sys_corr_2: 19.0
+  sys_corr_3: 4.0
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/data_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/data_DEFAULT_TB.yaml
new file mode 100644
index 000000000..704e5440c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/data_DEFAULT_TB.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 85.0
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/data_DEFAULT_YTNORM.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/data_DEFAULT_YTNORM.yaml
new file mode 100644
index 000000000..e42310de0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/data_DEFAULT_YTNORM.yaml
@@ -0,0 +1,5 @@
+data_central:
+- 0.586
+- 0.54
+- 0.498
+- 0.473
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/kinematics_TB.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/kinematics_TB.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/kinematics_TB.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/kinematics_YTNORM.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/kinematics_YTNORM.yaml
new file mode 100644
index 000000000..09ffc0c35
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/kinematics_YTNORM.yaml
@@ -0,0 +1,49 @@
+bins:
+- k1:
+    min: null
+    mid: 0.1
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.35
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 0.65
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 1.05
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/metadata.yaml
new file mode 100644
index 000000000..e66850087
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/metadata.yaml
@@ -0,0 +1,93 @@
+setname: CMS_SINGLETOP_13TEV_TCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TB
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{\bar t}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{\bar t}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TB.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOP_TCH_13TEV_TB
+  data_uncertainties:
+  - uncertainties_DEFAULT_TB.yaml
+  data_central: data_DEFAULT_TB.yaml
+- observable_name: YTNORM
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS 13TeV single-top rapidity $y_t$
+    units: ''
+  process_type: HQP_YQ
+  tables: []
+  npoints: []
+  ndata: 4
+  plotting:
+    dataset_label: CMS 13TeV single-top rapidity $y_t$
+    y_label: $1/\sigma d\sigma_{t}/dy_t$ (1/GeV)
+    figure_by:
+    - k2
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_YTNORM.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOP_TCH_13TEV_YTNORM_NUM
+    - - FK_CMS_SINGLETOP_TCH_13TEV_YTNORM_DEN
+    operation: RATIO
+  data_uncertainties:
+  - uncertainties_DEFAULT_YTNORM.yaml
+  data_central: data_DEFAULT_YTNORM.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_TB.yaml
new file mode 100644
index 000000000..748021681
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_TB.yaml
@@ -0,0 +1,22 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 10.0
+  sys_corr_1: 4.0
+  sys_corr_2: 11.0
+  sys_corr_3: 2.0
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_YTNORM.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_YTNORM.yaml
new file mode 100644
index 000000000..27837b731
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_13TEV_TCH/uncertainties_DEFAULT_YTNORM.yaml
@@ -0,0 +1,42 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.07443743084925
+  sys_corr_2: 0.02352026332919
+  sys_corr_3: 0.004762881032536
+  sys_corr_4: -0.003630573750571
+- stat: 0.0
+  sys_corr_1: 0.01872675286343
+  sys_corr_2: -0.02479627265338
+  sys_corr_3: 0.01122833929977
+  sys_corr_4: -0.01866488645186
+- stat: 0.0
+  sys_corr_1: -0.03797407258824
+  sys_corr_2: 0.01580589187969
+  sys_corr_3: 0.024651130025
+  sys_corr_4: 0.0006821887140884
+- stat: 0.0
+  sys_corr_1: -0.03378391105483
+  sys_corr_2: 0.02031204198157
+  sys_corr_3: -0.01099034501105
+  sys_corr_4: -0.01911231594853
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/data_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/data_DEFAULT_T.yaml
new file mode 100644
index 000000000..6debc0332
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/data_DEFAULT_T.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 53.8
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/kinematics_T.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/kinematics_T.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/kinematics_T.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/metadata.yaml
new file mode 100644
index 000000000..3fcd0e698
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_SINGLETOP_8TEVCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: T
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{t}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{t}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_T.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOP_TCH_8TEV_T
+  data_uncertainties:
+  - uncertainties_DEFAULT_T.yaml
+  data_central: data_DEFAULT_T.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/uncertainties_DEFAULT_T.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/uncertainties_DEFAULT_T.yaml
new file mode 100644
index 000000000..47a1c5b77
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEVCH/uncertainties_DEFAULT_T.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 1.5
+  sys_corr_1: 4.4
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..1b807282a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 13.4
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/metadata.yaml
new file mode 100644
index 000000000..c5a959db6
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_SINGLETOP_8TEV_SCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS single-top production total cross-section in s-channel, 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS single-top production total cross-section in s-channel, 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOP_SCH_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..c1a1ad37e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_SCH/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 7.3
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/data_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/data_DEFAULT_TB.yaml
new file mode 100644
index 000000000..fdb5ac37c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/data_DEFAULT_TB.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 27.6
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/kinematics_TB.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/kinematics_TB.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/kinematics_TB.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/metadata.yaml
new file mode 100644
index 000000000..ca3e7dd87
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_SINGLETOP_8TEV_TCH
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: SINGLETOP
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TB
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{\bar t}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{\bar t}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TB.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SINGLETOP_TCH_8TEV_TB
+  data_uncertainties:
+  - uncertainties_DEFAULT_TB.yaml
+  data_central: data_DEFAULT_TB.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/uncertainties_DEFAULT_TB.yaml b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/uncertainties_DEFAULT_TB.yaml
new file mode 100644
index 000000000..bb181bd80
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SINGLETOP_8TEV_TCH/uncertainties_DEFAULT_TB.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 1.3
+  sys_corr_1: 3.7
diff --git a/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/data_DEFAULT_RUNII.yaml b/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/data_DEFAULT_RUNII.yaml
new file mode 100644
index 000000000..7d0520295
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/data_DEFAULT_RUNII.yaml
@@ -0,0 +1,25 @@
+data_central:
+- 2.51
+- 1.05
+- 1.35
+- 1.22
+- 1.16
+- 0.31
+- 1.12
+- 0.28
+- -0.09
+- 0.67
+- 2.72
+- 1.73
+- 3.91
+- 0.0
+- 3.76
+- 0.99
+- 0.96
+- 0.0
+- 0.0
+- 0.91
+- 0.23
+- 1.6
+- 0.0
+- 2.18
diff --git a/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/kinematics_RUNII.yaml b/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/kinematics_RUNII.yaml
new file mode 100644
index 000000000..b3645cb74
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/kinematics_RUNII.yaml
@@ -0,0 +1,289 @@
+bins:
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diff --git a/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/metadata.yaml b/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/metadata.yaml
new file mode 100644
index 000000000..b61ebc15e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_SSINC_NOTFIXED
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: HIGGS
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: RUNII
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: Higgs Decay Rates
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 24
+  plotting:
+    dataset_label: Higgs Decay Rates
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_RUNII.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_SSINC_RUNII
+  data_uncertainties:
+  - uncertainties_DEFAULT_RUNII.yaml
+  data_central: data_DEFAULT_RUNII.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/uncertainties_DEFAULT_RUNII.yaml b/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/uncertainties_DEFAULT_RUNII.yaml
new file mode 100644
index 000000000..3fb0043ec
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_SSINC_NOTFIXED/uncertainties_DEFAULT_RUNII.yaml
@@ -0,0 +1,702 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+  sys_corr_12:
+    description: 'Sys uncertainty idx: 12'
+    treatment: ADD
+    type: CORR
+  sys_corr_13:
+    description: 'Sys uncertainty idx: 13'
+    treatment: ADD
+    type: CORR
+  sys_corr_14:
+    description: 'Sys uncertainty idx: 14'
+    treatment: ADD
+    type: CORR
+  sys_corr_15:
+    description: 'Sys uncertainty idx: 15'
+    treatment: ADD
+    type: CORR
+  sys_corr_16:
+    description: 'Sys uncertainty idx: 16'
+    treatment: ADD
+    type: CORR
+  sys_corr_17:
+    description: 'Sys uncertainty idx: 17'
+    treatment: ADD
+    type: CORR
+  sys_corr_18:
+    description: 'Sys uncertainty idx: 18'
+    treatment: ADD
+    type: CORR
+  sys_corr_19:
+    description: 'Sys uncertainty idx: 19'
+    treatment: ADD
+    type: CORR
+  sys_corr_20:
+    description: 'Sys uncertainty idx: 20'
+    treatment: ADD
+    type: CORR
+  sys_corr_21:
+    description: 'Sys uncertainty idx: 21'
+    treatment: ADD
+    type: CORR
+  sys_corr_22:
+    description: 'Sys uncertainty idx: 22'
+    treatment: ADD
+    type: CORR
+  sys_corr_23:
+    description: 'Sys uncertainty idx: 23'
+    treatment: ADD
+    type: CORR
+  sys_corr_24:
+    description: 'Sys uncertainty idx: 24'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 1.96
+  sys_corr_1: 1.439618805135
+  sys_corr_2: 0.006205883567109
+  sys_corr_3: 9.416349130333e-05
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+- stat: 0.25
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diff --git a/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..f46f4cf4b
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 515.0
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/metadata.yaml
new file mode 100644
index 000000000..8d54a0737
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_TTBARGAMMA_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{ttgamma}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{ttgamma}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBARGAMMA_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..4ca27b18f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARGAMMA_8TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 108.0
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..fa3a764d2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.78
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/metadata.yaml
new file mode 100644
index 000000000..76684dba2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_TTBARW_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{ttW}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{ttW}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBARW_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..4d4d1f51c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARW_13TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.115217186218
+  sys_corr_1: 0.1251998402555
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..9189fe21a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.3895
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/metadata.yaml
new file mode 100644
index 000000000..b0a440575
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_TTBARW_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{ttW}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{ttW}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBARW_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..3ccf80ba0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARW_8TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.1100124992899
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/data_DEFAULT_PTZNORM.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/data_DEFAULT_PTZNORM.yaml
new file mode 100644
index 000000000..eb6ddc1a9
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/data_DEFAULT_PTZNORM.yaml
@@ -0,0 +1,5 @@
+data_central:
+- 0.0040752
+- 0.0051046
+- 0.0022423
+- 0.00034914
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..e2fd6ff1e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.995
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/kinematics_PTZNORM.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/kinematics_PTZNORM.yaml
new file mode 100644
index 000000000..583b36ce3
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/kinematics_PTZNORM.yaml
@@ -0,0 +1,49 @@
+bins:
+- k1:
+    min: null
+    mid: 37.5
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 112.5
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 200.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 375.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/metadata.yaml
new file mode 100644
index 000000000..5041caf0d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/metadata.yaml
@@ -0,0 +1,93 @@
+setname: CMS_TTBARZ_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{ttZ}^{\rm tot}$ 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{ttZ}^{\rm tot}$ 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBARZ_13TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
+- observable_name: PTZNORM
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS 13TeV $t\bar{t}Z$ transverse momentum $p_T^Z$
+    units: ''
+  process_type: EWJ_PT
+  tables: []
+  npoints: []
+  ndata: 4
+  plotting:
+    dataset_label: CMS 13TeV $t\bar{t}Z$ transverse momentum $p_T^Z$
+    y_label: $1/\sigma d\sigma_{t\bar{t}Z}/dp_T^Z$ (1/GeV)
+    figure_by:
+    - k2
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_PTZNORM.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBARZ_13TEV_PTZNORM_NUM
+    - - FK_CMS_TTBARZ_13TEV_PTZNORM_DEN
+    operation: RATIO
+  data_uncertainties:
+  - uncertainties_DEFAULT_PTZNORM.yaml
+  data_central: data_DEFAULT_PTZNORM.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/uncertainties_DEFAULT_PTZNORM.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/uncertainties_DEFAULT_PTZNORM.yaml
new file mode 100644
index 000000000..4bd130f65
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/uncertainties_DEFAULT_PTZNORM.yaml
@@ -0,0 +1,42 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.0004476237712275
+  sys_corr_2: -0.0001581518434759
+  sys_corr_3: 4.684299596201e-05
+  sys_corr_4: -1.445678892601e-07
+- stat: 0.0
+  sys_corr_1: -0.0003841295359919
+  sys_corr_2: -0.0002004929925989
+  sys_corr_3: 5.022541530606e-05
+  sys_corr_4: -1.50699180265e-07
+- stat: 0.0
+  sys_corr_1: -2.544096815148e-05
+  sys_corr_2: 0.0002426928390626
+  sys_corr_3: 7.507932675807e-05
+  sys_corr_4: -1.941668989718e-07
+- stat: 0.0
+  sys_corr_1: -3.913978825485e-06
+  sys_corr_2: 1.236972052833e-05
+  sys_corr_3: -6.007128290129e-05
+  sys_corr_4: -4.814087634679e-07
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..ebc7929a9
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_13TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.08529361054616
+  sys_corr_1: 0.1109053650641
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..fee463143
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 0.247
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..04c429a38
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/metadata.yaml
new file mode 100644
index 000000000..57e3e2b55
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_TTBARZ_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBARV
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{ttZ}^{\rm tot}$ 8 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{ttZ}^{\rm tot}$ 8 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBARZ_8TEV_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..f9a814540
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBARZ_8TEV/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.06041522986797
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/data_DEFAULT_ASY.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/data_DEFAULT_ASY.yaml
new file mode 100644
index 000000000..35fa5ccae
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/data_DEFAULT_ASY.yaml
@@ -0,0 +1,4 @@
+data_central:
+- 0.0065
+- 0.02265
+- 0.0029
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/data_DEFAULT_TTMNORM.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/data_DEFAULT_TTMNORM.yaml
new file mode 100644
index 000000000..3ed86ca4b
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/data_DEFAULT_TTMNORM.yaml
@@ -0,0 +1,16 @@
+data_central:
+- 0.001505
+- 0.003812
+- 0.002374
+- 0.001379
+- 0.0007913
+- 0.0004795
+- 0.0002734
+- 0.0001617
+- 7.802e-05
+- 3.938e-05
+- 1.668e-05
+- 7.737e-06
+- 3.035e-06
+- 8.332e-07
+- 1.376e-07
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/kinematics_ASY.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/kinematics_ASY.yaml
new file mode 100644
index 000000000..949a3acc6
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/kinematics_ASY.yaml
@@ -0,0 +1,37 @@
+bins:
+- k1:
+    min: null
+    mid: 350.0
+    max: null
+  k2:
+    min: null
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+    max: null
+  k3:
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+  k2:
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+  k3:
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+  k2:
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+    mid: 30032.89
+    max: null
+  k3:
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diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/kinematics_TTMNORM.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/kinematics_TTMNORM.yaml
new file mode 100644
index 000000000..10049aa93
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/kinematics_TTMNORM.yaml
@@ -0,0 +1,181 @@
+bins:
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+  k2:
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+    max: null
+  k3:
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+  k2:
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+    max: null
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+  k2:
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+    mid: 30032.89
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+  k2:
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+    mid: 30032.89
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+  k3:
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+    mid: 30032.89
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+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
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+    min: null
+    mid: 2150.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
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+    min: null
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+    max: null
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+    mid: 30032.89
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+  k3:
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diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/metadata.yaml
new file mode 100644
index 000000000..73158bd7c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/metadata.yaml
@@ -0,0 +1,96 @@
+setname: CMS_TTBAR_13TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TTMNORM
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $t\bar{t}$ invariant mass $m_{t\bar{t}}$
+    units: ''
+  process_type: HQP_MQQ
+  tables: []
+  npoints: []
+  ndata: 15
+  plotting:
+    dataset_label: CMS $t\bar{t}$ invariant mass $m_{t\bar{t}}$
+    y_label: $(1/\sigma_{t\bar{t}})d\sigma_{t\bar{t}}/dm_{t\bar{t}}$ (1/GeV)
+    figure_by:
+    - k2
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TTMNORM.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBAR_13TEV_TTMNORM_NUM
+    - - FK_CMS_TTBAR_13TEV_TTMNORM_DEN
+    operation: RATIO
+  data_uncertainties:
+  - uncertainties_DEFAULT_TTMNORM.yaml
+  data_central: data_DEFAULT_TTMNORM.yaml
+- observable_name: ASY
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS 13TeV $t\bar{t}$ asymmetry $A_C$
+    units: ''
+  process_type: HQP_MQQ
+  tables: []
+  npoints: []
+  ndata: 3
+  plotting:
+    dataset_label: CMS 13TeV $t\bar{t}$ asymmetry $A_C$
+    y_label: $A_C$
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_ASY.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBAR_13TEV_ASY_PLUS
+    - - FK_CMS_TTBAR_13TEV_ASY_MINUS
+    operation: ASY
+  data_uncertainties:
+  - uncertainties_DEFAULT_ASY.yaml
+  data_central: data_DEFAULT_ASY.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/uncertainties_DEFAULT_ASY.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/uncertainties_DEFAULT_ASY.yaml
new file mode 100644
index 000000000..1673d4156
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/uncertainties_DEFAULT_ASY.yaml
@@ -0,0 +1,23 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0044
+  sys_corr_1: 0.00384187454246
+  sys_corr_2: 0.0032
+- stat: 0.0065
+  sys_corr_1: 0.005267589581583
+  sys_corr_2: 0.004402272140611
+- stat: 0.0058
+  sys_corr_1: 0.006462778040441
+  sys_corr_2: 0.004050617236916
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/uncertainties_DEFAULT_TTMNORM.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/uncertainties_DEFAULT_TTMNORM.yaml
new file mode 100644
index 000000000..16dfdeafd
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV/uncertainties_DEFAULT_TTMNORM.yaml
@@ -0,0 +1,306 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+  sys_corr_12:
+    description: 'Sys uncertainty idx: 12'
+    treatment: ADD
+    type: CORR
+  sys_corr_13:
+    description: 'Sys uncertainty idx: 13'
+    treatment: ADD
+    type: CORR
+  sys_corr_14:
+    description: 'Sys uncertainty idx: 14'
+    treatment: ADD
+    type: CORR
+  sys_corr_15:
+    description: 'Sys uncertainty idx: 15'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: -5.862723600271e-05
+  sys_corr_2: -1.014897326141e-05
+  sys_corr_3: -9.849206552901e-06
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+  sys_corr_5: -1.342228298398e-06
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+  sys_corr_13: -2.813486410649e-08
+  sys_corr_14: -1.387970161241e-08
+  sys_corr_15: 2.510830611613e-10
+- stat: 0.0
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+  sys_corr_15: 1.337007600314e-10
+- stat: 0.0
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+  sys_corr_4: 3.295650757503e-08
+  sys_corr_5: 1.102421167801e-08
+  sys_corr_6: 3.266397872208e-08
+  sys_corr_7: 1.607045621252e-09
+  sys_corr_8: 6.737827648471e-08
+  sys_corr_9: -4.902490591917e-08
+  sys_corr_10: 1.532553674511e-07
+  sys_corr_11: -1.026795811827e-07
+  sys_corr_12: -1.799034812512e-07
+  sys_corr_13: -3.549060446215e-08
+  sys_corr_14: -5.523165991885e-08
+  sys_corr_15: 2.915078645886e-10
+- stat: 0.0
+  sys_corr_1: 1.450017457132e-08
+  sys_corr_2: 7.659973504092e-09
+  sys_corr_3: 1.532931975934e-08
+  sys_corr_4: 8.374409968867e-09
+  sys_corr_5: 1.258666007608e-08
+  sys_corr_6: 5.475873608553e-09
+  sys_corr_7: 1.640711674602e-08
+  sys_corr_8: 1.286499617189e-11
+  sys_corr_9: 3.152339075649e-08
+  sys_corr_10: -2.269940770986e-08
+  sys_corr_11: 6.479554580215e-08
+  sys_corr_12: 7.066323782828e-08
+  sys_corr_13: 1.069729224327e-07
+  sys_corr_14: -5.968237648155e-08
+  sys_corr_15: 1.553286839937e-09
+- stat: 0.0
+  sys_corr_1: 9.136463685644e-11
+  sys_corr_2: 8.34645735355e-10
+  sys_corr_3: 2.013965057655e-09
+  sys_corr_4: 1.379527346626e-09
+  sys_corr_5: 3.55828303951e-10
+  sys_corr_6: 8.971313978628e-10
+  sys_corr_7: 8.435069974639e-10
+  sys_corr_8: 1.807992588573e-09
+  sys_corr_9: 1.379632909048e-09
+  sys_corr_10: 4.006398092913e-09
+  sys_corr_11: 9.615194138154e-10
+  sys_corr_12: -8.495127511393e-09
+  sys_corr_13: -5.545978121227e-09
+  sys_corr_14: 7.5584033014e-09
+  sys_corr_15: 1.765192371431e-08
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..ec83c618f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 791.0
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/metadata.yaml
new file mode 100644
index 000000000..a4500e664
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_TTBAR_13TEV_LJETS
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{t\bar{t}}^{\rm tot}$ (l+jets) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{t\bar{t}}^{\rm tot}$ (l+jets) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBAR_13TEV_LJETS_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..86391ffe0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.0
+  sys_corr_1: 25.0
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/data_DEFAULT_ASY.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/data_DEFAULT_ASY.yaml
new file mode 100644
index 000000000..2063de540
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/data_DEFAULT_ASY.yaml
@@ -0,0 +1,4 @@
+data_central:
+- 0.007
+- 0.0149
+- 0.0044
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/kinematics_ASY.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/kinematics_ASY.yaml
new file mode 100644
index 000000000..28dc941ee
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/kinematics_ASY.yaml
@@ -0,0 +1,37 @@
+bins:
+- k1:
+    min: null
+    mid: 215.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
+- k1:
+    min: null
+    mid: 480.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
+- k1:
+    min: null
+    mid: 5264.5
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 8000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/metadata.yaml
new file mode 100644
index 000000000..03cd6046c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/metadata.yaml
@@ -0,0 +1,54 @@
+setname: CMS_TTBAR_8TEV
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: TTBAR
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: ASY
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS 8TeV $t\bar{t}$ asymmetry $A_C$
+    units: ''
+  process_type: HQP_MQQ
+  tables: []
+  npoints: []
+  ndata: 3
+  plotting:
+    dataset_label: CMS 8TeV $t\bar{t}$ asymmetry $A_C$
+    y_label: $A_C$
+    plot_x: k1
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_ASY.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBAR_8TEV_ASY_PLUS
+    - - FK_CMS_TTBAR_8TEV_ASY_MINUS
+    operation: ASY
+  data_uncertainties:
+  - uncertainties_DEFAULT_ASY.yaml
+  data_central: data_DEFAULT_ASY.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml b/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml
new file mode 100644
index 000000000..734852e60
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBAR_8TEV/uncertainties_DEFAULT_ASY.yaml
@@ -0,0 +1,37 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.0188
+  sys_corr_2: 0.02536797368367
+  sys_corr_3: -0.01668813716007
+  sys_corr_4: 0.004523493043099
+- stat: 0.0
+  sys_corr_1: 0.0153
+  sys_corr_2: -0.02250011551124
+  sys_corr_3: -0.01521051214308
+  sys_corr_4: 0.008963544071747
+- stat: 0.0
+  sys_corr_1: 0.013
+  sys_corr_2: 0.005769205712109
+  sys_corr_3: 0.01405842470336
+  sys_corr_4: 0.0150677456944
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..597f8fc61
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 5.65
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/metadata.yaml
new file mode 100644
index 000000000..85a730039
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_TTBB_13TEV_ALLJET
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: 4HEAVY
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{t\bar{t}b\bar{b}}^{\rm tot}$ (all-jet) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{t\bar{t}b\bar{b}}^{\rm tot}$ (all-jet) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBB_13TEV_ALLJET_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..655fd41f8
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_ALLJET/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.3
+  sys_corr_1: 1.465435088975
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..a98edbd6d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 2.9
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/metadata.yaml
new file mode 100644
index 000000000..0b53e2d30
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_TTBB_13TEV_DILEPTON
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: 4HEAVY
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{t\bar{t}b\bar{b}}^{\rm tot}$ (dilepton) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{t\bar{t}b\bar{b}}^{\rm tot}$ (dilepton) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBB_13TEV_DILEPTON_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..3d3ccd7f2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_DILEPTON/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.1
+  sys_corr_1: 0.5
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/data_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/data_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..8f21205b9
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/data_DEFAULT_TOTAL.yaml
@@ -0,0 +1,2 @@
+data_central:
+- 4.7
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/kinematics_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/kinematics_TOTAL.yaml
new file mode 100644
index 000000000..3980a84f4
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/kinematics_TOTAL.yaml
@@ -0,0 +1,13 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 30032.89
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/metadata.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/metadata.yaml
new file mode 100644
index 000000000..897afa460
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_TTBB_13TEV_LJETS
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: 4HEAVY
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: TOTAL
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: CMS $\sigma_{t\bar{t}b\bar{b}}^{\rm tot}$ (l+jets) 13 TeV
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 1
+  plotting:
+    dataset_label: CMS $\sigma_{t\bar{t}b\bar{b}}^{\rm tot}$ (l+jets) 13 TeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_TOTAL.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_TTBB_13TEV_LJETS_TOTAL
+  data_uncertainties:
+  - uncertainties_DEFAULT_TOTAL.yaml
+  data_central: data_DEFAULT_TOTAL.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
new file mode 100644
index 000000000..c72854bea
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_TTBB_13TEV_LJETS/uncertainties_DEFAULT_TOTAL.yaml
@@ -0,0 +1,12 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: UNCORR
+bins:
+- stat: 0.2
+  sys_corr_1: 0.6
diff --git a/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/data_DEFAULT_PTZ.yaml b/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/data_DEFAULT_PTZ.yaml
new file mode 100644
index 000000000..8daa6b51f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/data_DEFAULT_PTZ.yaml
@@ -0,0 +1,12 @@
+data_central:
+- 0.052
+- 0.132
+- 0.175
+- 0.186
+- 0.149
+- 0.083
+- 0.108
+- 0.043
+- 0.041
+- 0.02
+- 0.01
diff --git a/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/kinematics_PTZ.yaml b/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/kinematics_PTZ.yaml
new file mode 100644
index 000000000..842e48f5d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/kinematics_PTZ.yaml
@@ -0,0 +1,133 @@
+bins:
+- k1:
+    min: null
+    mid: 5.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 15.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 25.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 40.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 60.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 80.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 100.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 120.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 145.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 180.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
+- k1:
+    min: null
+    mid: 250.0
+    max: null
+  k2:
+    min: null
+    mid: 91.188
+    max: null
+  k3:
+    min: null
+    mid: 13000.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/metadata.yaml b/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/metadata.yaml
new file mode 100644
index 000000000..a3be6664f
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/metadata.yaml
@@ -0,0 +1,51 @@
+setname: CMS_WZ_13TEV_2016
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: DIBOSON
+  experiment: CMS
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: PTZ
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: WZ normalised differential cross section in pTZ
+    units: ''
+  process_type: EWK_PT
+  tables: []
+  npoints: []
+  ndata: 11
+  plotting:
+    dataset_label: WZ normalised differential cross section in pTZ
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_PTZ.yaml
+  theory:
+    FK_tables:
+    - - FK_CMS_WZ_13TEV_2016_PTZ
+  data_uncertainties:
+  - uncertainties_DEFAULT_PTZ.yaml
+  data_central: data_DEFAULT_PTZ.yaml
diff --git a/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/uncertainties_DEFAULT_PTZ.yaml b/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/uncertainties_DEFAULT_PTZ.yaml
new file mode 100644
index 000000000..8f172d97a
--- /dev/null
+++ b/simudata/utilities/converted_commondata/CMS_WZ_13TEV_2016/uncertainties_DEFAULT_PTZ.yaml
@@ -0,0 +1,47 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: MULT
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: MULT
+    type: UNCORR
+bins:
+- stat: 0.012
+  sys_corr_1: 0.001
+  sys_corr_2: 0.003
+- stat: 0.021
+  sys_corr_1: 0.004
+  sys_corr_2: 0.005
+- stat: 0.024
+  sys_corr_1: 0.005
+  sys_corr_2: 0.007
+- stat: 0.017
+  sys_corr_1: 0.005
+  sys_corr_2: 0.004
+- stat: 0.015
+  sys_corr_1: 0.005
+  sys_corr_2: 0.002
+- stat: 0.013
+  sys_corr_1: 0.004
+  sys_corr_2: 0.004
+- stat: 0.014
+  sys_corr_1: 0.004
+  sys_corr_2: 0.006
+- stat: 0.01
+  sys_corr_1: 0.002
+  sys_corr_2: 0.005
+- stat: 0.008
+  sys_corr_1: 0.002
+  sys_corr_2: 0.003
+- stat: 0.005
+  sys_corr_1: 0.001
+  sys_corr_2: 0.002
+- stat: 0.002
+  sys_corr_1: 0.0
+  sys_corr_2: 0.001
diff --git a/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/data_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/data_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..bc182c67d
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/data_DEFAULT_OBS.yaml
@@ -0,0 +1,22 @@
+data_central:
+- 1.401
+- 12.781
+- 679.146
+- 1.3
+- 12.941
+- 655.724
+- 1.47
+- 13.444
+- 637.846
+- 1.483
+- 9.506
+- 604.986
+- 1.568
+- 11.032
+- 599.86
+- 1.102
+- 10.607
+- 587.999
+- 1.44
+- 11.221
+- 573.637
diff --git a/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/kinematics_OBS.yaml b/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/kinematics_OBS.yaml
new file mode 100644
index 000000000..a4b0e32f6
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/kinematics_OBS.yaml
@@ -0,0 +1,253 @@
+bins:
+- k1:
+    min: null
+    mid: 0.855
+    max: null
+  k2:
+    min: null
+    mid: 35721.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 0.315
+    max: null
+  k2:
+    min: null
+    mid: 35721.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 0.81
+    max: null
+  k2:
+    min: null
+    mid: 35721.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 0.855
+    max: null
+  k2:
+    min: null
+    mid: 36864.0
+    max: null
+  k3:
+    min: null
+    mid: 192.0
+    max: null
+- k1:
+    min: null
+    mid: 0.315
+    max: null
+  k2:
+    min: null
+    mid: 36864.0
+    max: null
+  k3:
+    min: null
+    mid: 192.0
+    max: null
+- k1:
+    min: null
+    mid: 0.81
+    max: null
+  k2:
+    min: null
+    mid: 36864.0
+    max: null
+  k3:
+    min: null
+    mid: 192.0
+    max: null
+- k1:
+    min: null
+    mid: 0.855
+    max: null
+  k2:
+    min: null
+    mid: 38416.0
+    max: null
+  k3:
+    min: null
+    mid: 196.0
+    max: null
+- k1:
+    min: null
+    mid: 0.315
+    max: null
+  k2:
+    min: null
+    mid: 38416.0
+    max: null
+  k3:
+    min: null
+    mid: 196.0
+    max: null
+- k1:
+    min: null
+    mid: 0.81
+    max: null
+  k2:
+    min: null
+    mid: 38416.0
+    max: null
+  k3:
+    min: null
+    mid: 196.0
+    max: null
+- k1:
+    min: null
+    mid: 0.855
+    max: null
+  k2:
+    min: null
+    mid: 40000.0
+    max: null
+  k3:
+    min: null
+    mid: 200.0
+    max: null
+- k1:
+    min: null
+    mid: 0.315
+    max: null
+  k2:
+    min: null
+    mid: 40000.0
+    max: null
+  k3:
+    min: null
+    mid: 200.0
+    max: null
+- k1:
+    min: null
+    mid: 0.81
+    max: null
+  k2:
+    min: null
+    mid: 40000.0
+    max: null
+  k3:
+    min: null
+    mid: 200.0
+    max: null
+- k1:
+    min: null
+    mid: 0.855
+    max: null
+  k2:
+    min: null
+    mid: 40804.0
+    max: null
+  k3:
+    min: null
+    mid: 202.0
+    max: null
+- k1:
+    min: null
+    mid: 0.315
+    max: null
+  k2:
+    min: null
+    mid: 40804.0
+    max: null
+  k3:
+    min: null
+    mid: 202.0
+    max: null
+- k1:
+    min: null
+    mid: 0.81
+    max: null
+  k2:
+    min: null
+    mid: 40804.0
+    max: null
+  k3:
+    min: null
+    mid: 202.0
+    max: null
+- k1:
+    min: null
+    mid: 0.855
+    max: null
+  k2:
+    min: null
+    mid: 42025.0
+    max: null
+  k3:
+    min: null
+    mid: 205.0
+    max: null
+- k1:
+    min: null
+    mid: 0.315
+    max: null
+  k2:
+    min: null
+    mid: 42025.0
+    max: null
+  k3:
+    min: null
+    mid: 205.0
+    max: null
+- k1:
+    min: null
+    mid: 0.81
+    max: null
+  k2:
+    min: null
+    mid: 42025.0
+    max: null
+  k3:
+    min: null
+    mid: 205.0
+    max: null
+- k1:
+    min: null
+    mid: 0.855
+    max: null
+  k2:
+    min: null
+    mid: 42849.0
+    max: null
+  k3:
+    min: null
+    mid: 207.0
+    max: null
+- k1:
+    min: null
+    mid: 0.315
+    max: null
+  k2:
+    min: null
+    mid: 42849.0
+    max: null
+  k3:
+    min: null
+    mid: 207.0
+    max: null
+- k1:
+    min: null
+    mid: 0.81
+    max: null
+  k2:
+    min: null
+    mid: 42849.0
+    max: null
+  k3:
+    min: null
+    mid: 207.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/metadata.yaml b/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/metadata.yaml
new file mode 100644
index 000000000..fcf909921
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/metadata.yaml
@@ -0,0 +1,51 @@
+setname: LEP_BHABHA_NOTFIXED
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: EWPO
+  experiment: LEP
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: OBS
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: LEP Bhabha
+    units: ''
+  process_type: EWK_RAP
+  tables: []
+  npoints: []
+  ndata: 21
+  plotting:
+    dataset_label: LEP Bhabha
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_OBS.yaml
+  theory:
+    FK_tables:
+    - - FK_LEP_BHABHA
+  data_uncertainties:
+  - uncertainties_DEFAULT_OBS.yaml
+  data_central: data_DEFAULT_OBS.yaml
diff --git a/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/uncertainties_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/uncertainties_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..ee3f430ce
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_BHABHA_NOTFIXED/uncertainties_DEFAULT_OBS.yaml
@@ -0,0 +1,552 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+  sys_corr_12:
+    description: 'Sys uncertainty idx: 12'
+    treatment: ADD
+    type: CORR
+  sys_corr_13:
+    description: 'Sys uncertainty idx: 13'
+    treatment: ADD
+    type: CORR
+  sys_corr_14:
+    description: 'Sys uncertainty idx: 14'
+    treatment: ADD
+    type: CORR
+  sys_corr_15:
+    description: 'Sys uncertainty idx: 15'
+    treatment: ADD
+    type: CORR
+  sys_corr_16:
+    description: 'Sys uncertainty idx: 16'
+    treatment: ADD
+    type: CORR
+  sys_corr_17:
+    description: 'Sys uncertainty idx: 17'
+    treatment: ADD
+    type: CORR
+  sys_corr_18:
+    description: 'Sys uncertainty idx: 18'
+    treatment: ADD
+    type: CORR
+  sys_corr_19:
+    description: 'Sys uncertainty idx: 19'
+    treatment: ADD
+    type: CORR
+  sys_corr_20:
+    description: 'Sys uncertainty idx: 20'
+    treatment: ADD
+    type: CORR
+  sys_corr_21:
+    description: 'Sys uncertainty idx: 21'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: -0.002396171825047
+  sys_corr_2: -0.0020194617669377
+  sys_corr_3: -0.003047879045208
+  sys_corr_4: 0.0005589473936344
+  sys_corr_5: 0.0001749205814607
+  sys_corr_6: 0.0018458506754236
+  sys_corr_7: 0.0009827373409172
+  sys_corr_8: 6.972291947870209e-05
+  sys_corr_9: 6.769282294025011e-05
+  sys_corr_10: -0.000115185415586
+  sys_corr_11: -0.0001118259401111
+  sys_corr_12: -9.878379902343529e-05
+  sys_corr_13: 0.0001470675426673
+  sys_corr_14: 0.0002300219023942
+  sys_corr_15: 9.12444065694395e-05
+  sys_corr_16: 7.049771965369033e-05
+  sys_corr_17: -0.0001768311802816
+  sys_corr_18: 0.0001868793916628
+  sys_corr_19: -0.0002309619195816
+  sys_corr_20: 0.0004147816475338
+  sys_corr_21: -0.1611025669872667
+- stat: 0.0
+  sys_corr_1: -0.0103493978330555
+  sys_corr_2: -0.0086394797130917
+  sys_corr_3: -0.0132699993270116
+  sys_corr_4: 0.002459718512997
+  sys_corr_5: 0.0006830870437377
+  sys_corr_6: 0.0083660603028242
+  sys_corr_7: 0.0053166738104711
+  sys_corr_8: 0.0008812314382268
+  sys_corr_9: 0.0011329740617055
+  sys_corr_10: -0.0023550407742187
+  sys_corr_11: -0.0032030884716873
+  sys_corr_12: -0.0029162638521497
+  sys_corr_13: 0.0131841615536593
+  sys_corr_14: 0.575784573247791
+  sys_corr_15: -0.0001928371684826
+  sys_corr_16: -0.0001507067376256
+  sys_corr_17: 0.0001121492363207
+  sys_corr_18: -9.471989049394704e-05
+  sys_corr_19: 5.15283747940854e-05
+  sys_corr_20: -6.690728713231276e-05
+  sys_corr_21: 6.536703322467392e-05
+- stat: 0.0
+  sys_corr_1: -1.0800333429303537
+  sys_corr_2: -0.9952503081718626
+  sys_corr_3: -1.768965725485026
+  sys_corr_4: 0.4088164151752662
+  sys_corr_5: 0.1346058426083916
+  sys_corr_6: 2.8697684071441847
+  sys_corr_7: 4.429307226961956
+  sys_corr_8: -0.0022743360478323
+  sys_corr_9: -0.0012920685585789
+  sys_corr_10: 0.001269215605631
+  sys_corr_11: 0.0009593596851808
+  sys_corr_12: 0.0007895327732223
+  sys_corr_13: -0.0007899753526543
+  sys_corr_14: -0.0011418070676286
+  sys_corr_15: -0.0001451152008945
+  sys_corr_16: -0.0001107668447117
+  sys_corr_17: 0.0001085705877018
+  sys_corr_18: -9.37672088525981e-05
+  sys_corr_19: 5.433204199761989e-05
+  sys_corr_20: -7.384526434025454e-05
+  sys_corr_21: 6.733165899546219e-05
+- stat: 0.0
+  sys_corr_1: -0.0029703884471439
+  sys_corr_2: -0.0019739062196708
+  sys_corr_3: -0.0031048026916346
+  sys_corr_4: 0.0005654336453436
+  sys_corr_5: 0.0001545426212806
+  sys_corr_6: 0.0015523768293983
+  sys_corr_7: 0.0003970303941539
+  sys_corr_8: 0.0001494822497203
+  sys_corr_9: 8.016900036176938e-05
+  sys_corr_10: -0.0001604176591893
+  sys_corr_11: -0.0001576968628533
+  sys_corr_12: -0.0001462735357543
+  sys_corr_13: 0.0002332295884043
+  sys_corr_14: 0.0002339954135196
+  sys_corr_15: 0.0031939206025866
+  sys_corr_16: 0.3639390479924641
+  sys_corr_17: 0.0001247484870237
+  sys_corr_18: -9.810257236118918e-05
+  sys_corr_19: 4.57201057772688e-05
+  sys_corr_20: -5.634417285418874e-05
+  sys_corr_21: 3.1416036589979194e-05
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diff --git a/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/data_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/data_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..f36498143
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/data_DEFAULT_OBS.yaml
@@ -0,0 +1,4 @@
+data_central:
+- 0.1071
+- 0.1063
+- 0.1138
diff --git a/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/kinematics_OBS.yaml b/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/kinematics_OBS.yaml
new file mode 100644
index 000000000..48d570f35
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/kinematics_OBS.yaml
@@ -0,0 +1,37 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 80.376
+    max: null
+  k3:
+    min: null
+    mid: 196.375
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 80.376
+    max: null
+  k3:
+    min: null
+    mid: 196.375
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 80.376
+    max: null
+  k3:
+    min: null
+    mid: 196.375
+    max: null
diff --git a/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/metadata.yaml b/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/metadata.yaml
new file mode 100644
index 000000000..be0ab62fd
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/metadata.yaml
@@ -0,0 +1,53 @@
+setname: LEP_BRW_NOTFIXED
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: EWPO
+  experiment: LEP
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: OBS
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: r"\mathcal{B}(W \rightarrow e^{-} \bar{v}_e), \mathcal{B}(W \rightarrow
+      \mu^{-} \bar{v}_{\mu}), \mathcal{B}(W \rightarrow \tau^{-} \bar{v}_{\tau})"
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 3
+  plotting:
+    dataset_label: r"\mathcal{B}(W \rightarrow e^{-} \bar{v}_e), \mathcal{B}(W \rightarrow
+      \mu^{-} \bar{v}_{\mu}), \mathcal{B}(W \rightarrow \tau^{-} \bar{v}_{\tau})"
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_OBS.yaml
+  theory:
+    FK_tables:
+    - - FK_LEP_BRW
+  data_uncertainties:
+  - uncertainties_DEFAULT_OBS.yaml
+  data_central: data_DEFAULT_OBS.yaml
diff --git a/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/uncertainties_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/uncertainties_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..dd7ecd033
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_BRW_NOTFIXED/uncertainties_DEFAULT_OBS.yaml
@@ -0,0 +1,30 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: -0.0006927539051457
+  sys_corr_2: -0.0012042277418355
+  sys_corr_3: -0.0007936797670969
+- stat: 0.0
+  sys_corr_1: -0.0004057612960471
+  sys_corr_2: -0.0008207254175754
+  sys_corr_3: 0.0011881782524418
+- stat: 0.0
+  sys_corr_1: 0.0020185346341379
+  sys_corr_2: -0.0005782670558309
+  sys_corr_3: -3.3543150214305743e-05
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_182GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_182GEV.yaml
new file mode 100644
index 000000000..50f629139
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_182GEV.yaml
@@ -0,0 +1,11 @@
+data_central:
+- 0.502
+- 0.705
+- 0.868
+- 1.281
+- 1.529
+- 2.15
+- 2.583
+- 2.602
+- 4.245
+- 5.372
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_189GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_189GEV.yaml
new file mode 100644
index 000000000..6c493f51c
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_189GEV.yaml
@@ -0,0 +1,11 @@
+data_central:
+- 0.718
+- 0.856
+- 1.009
+- 1.101
+- 1.277
+- 1.801
+- 2.215
+- 2.823
+- 4.001
+- 5.762
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_198GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_198GEV.yaml
new file mode 100644
index 000000000..b0011acf5
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_198GEV.yaml
@@ -0,0 +1,11 @@
+data_central:
+- 0.679
+- 0.635
+- 0.991
+- 1.087
+- 1.275
+- 1.71
+- 2.072
+- 2.866
+- 4.1
+- 6.535
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_206GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_206GEV.yaml
new file mode 100644
index 000000000..7e2c3adc5
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/data_DEFAULT_206GEV.yaml
@@ -0,0 +1,11 @@
+data_central:
+- 0.495
+- 0.602
+- 0.653
+- 1.057
+- 1.24
+- 1.707
+- 2.294
+- 2.797
+- 4.481
+- 7.584
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_182GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_182GEV.yaml
new file mode 100644
index 000000000..8f470eaaa
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_182GEV.yaml
@@ -0,0 +1,121 @@
+bins:
+- k1:
+    min: null
+    mid: -0.8
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: -0.6
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: -0.4
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: -0.2
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: 0.2
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: 0.4
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: 0.6
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: 0.8
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
+- k1:
+    min: null
+    mid: 1.0
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 182.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_189GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_189GEV.yaml
new file mode 100644
index 000000000..459f685a0
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_189GEV.yaml
@@ -0,0 +1,121 @@
+bins:
+- k1:
+    min: null
+    mid: -0.8
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: -0.6
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: -0.4
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: -0.2
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 0.2
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 0.4
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 0.6
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 0.8
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
+- k1:
+    min: null
+    mid: 1.0
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 189.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_198GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_198GEV.yaml
new file mode 100644
index 000000000..1ba8c1169
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_198GEV.yaml
@@ -0,0 +1,121 @@
+bins:
+- k1:
+    min: null
+    mid: -0.8
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: -0.6
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: -0.4
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: -0.2
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: 0.2
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: 0.4
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: 0.6
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: 0.8
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
+- k1:
+    min: null
+    mid: 1.0
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 198.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_206GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_206GEV.yaml
new file mode 100644
index 000000000..108c5f0f1
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/kinematics_206GEV.yaml
@@ -0,0 +1,121 @@
+bins:
+- k1:
+    min: null
+    mid: -0.8
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: -0.6
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: -0.4
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: -0.2
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: 0.2
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: 0.4
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: 0.6
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: 0.8
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
+- k1:
+    min: null
+    mid: 1.0
+    max: null
+  k2:
+    min: null
+    mid: 6460.0
+    max: null
+  k3:
+    min: null
+    mid: 206.0
+    max: null
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/metadata.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/metadata.yaml
new file mode 100644
index 000000000..53bd287a2
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/metadata.yaml
@@ -0,0 +1,170 @@
+setname: LEP_EEWW_NOTFIXED
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: DIBOSON
+  experiment: LEP
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: 182GEV
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: Combined W- differential angular cross section in 10 angular bins at sqrt(s)=182
+      GeV
+    units: ''
+  process_type: EWK_RAP
+  tables: []
+  npoints: []
+  ndata: 10
+  plotting:
+    dataset_label: Combined W- differential angular cross section in 10 angular bins
+      at sqrt(s)=182 GeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_182GEV.yaml
+  theory:
+    FK_tables:
+    - - FK_LEP_EEWW_182GEV
+  data_uncertainties:
+  - uncertainties_DEFAULT_182GEV.yaml
+  data_central: data_DEFAULT_182GEV.yaml
+- observable_name: 189GEV
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: Combined W- differential angular cross section in 10 angular bins at sqrt(s)=189
+      GeV
+    units: ''
+  process_type: EWK_RAP
+  tables: []
+  npoints: []
+  ndata: 10
+  plotting:
+    dataset_label: Combined W- differential angular cross section in 10 angular bins
+      at sqrt(s)=189 GeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_189GEV.yaml
+  theory:
+    FK_tables:
+    - - FK_LEP_EEWW_189GEV
+  data_uncertainties:
+  - uncertainties_DEFAULT_189GEV.yaml
+  data_central: data_DEFAULT_189GEV.yaml
+- observable_name: 198GEV
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: Combined W- differential angular cross section in 10 angular bins at sqrt(s)=198
+      GeV
+    units: ''
+  process_type: EWK_RAP
+  tables: []
+  npoints: []
+  ndata: 10
+  plotting:
+    dataset_label: Combined W- differential angular cross section in 10 angular bins
+      at sqrt(s)=198 GeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_198GEV.yaml
+  theory:
+    FK_tables:
+    - - FK_LEP_EEWW_198GEV
+  data_uncertainties:
+  - uncertainties_DEFAULT_198GEV.yaml
+  data_central: data_DEFAULT_198GEV.yaml
+- observable_name: 206GEV
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: Combined W- differential angular cross section in 10 angular bins at sqrt(s)=206
+      GeV
+    units: ''
+  process_type: EWK_RAP
+  tables: []
+  npoints: []
+  ndata: 10
+  plotting:
+    dataset_label: Combined W- differential angular cross section in 10 angular bins
+      at sqrt(s)=206 GeV
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_206GEV.yaml
+  theory:
+    FK_tables:
+    - - FK_LEP_EEWW_206GEV
+  data_uncertainties:
+  - uncertainties_DEFAULT_206GEV.yaml
+  data_central: data_DEFAULT_206GEV.yaml
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_182GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_182GEV.yaml
new file mode 100644
index 000000000..269310312
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_182GEV.yaml
@@ -0,0 +1,30 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.112
+  sys_corr_1: 0.016
+- stat: 0.128
+  sys_corr_1: 0.017
+- stat: 0.142
+  sys_corr_1: 0.018
+- stat: 0.202
+  sys_corr_1: 0.023
+- stat: 0.194
+  sys_corr_1: 0.024
+- stat: 0.241
+  sys_corr_1: 0.036
+- stat: 0.267
+  sys_corr_1: 0.04
+- stat: 0.249
+  sys_corr_1: 0.049
+- stat: 0.362
+  sys_corr_1: 0.059
+- stat: 0.413
+  sys_corr_1: 0.073
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_189GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_189GEV.yaml
new file mode 100644
index 000000000..7ca6fc725
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_189GEV.yaml
@@ -0,0 +1,30 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.073
+  sys_corr_1: 0.015
+- stat: 0.078
+  sys_corr_1: 0.015
+- stat: 0.084
+  sys_corr_1: 0.018
+- stat: 0.085
+  sys_corr_1: 0.023
+- stat: 0.091
+  sys_corr_1: 0.023
+- stat: 0.119
+  sys_corr_1: 0.031
+- stat: 0.135
+  sys_corr_1: 0.035
+- stat: 0.144
+  sys_corr_1: 0.046
+- stat: 0.169
+  sys_corr_1: 0.06
+- stat: 0.208
+  sys_corr_1: 0.081
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_198GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_198GEV.yaml
new file mode 100644
index 000000000..54831fe0e
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_198GEV.yaml
@@ -0,0 +1,30 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.078
+  sys_corr_1: 0.012
+- stat: 0.064
+  sys_corr_1: 0.013
+- stat: 0.083
+  sys_corr_1: 0.016
+- stat: 0.085
+  sys_corr_1: 0.021
+- stat: 0.094
+  sys_corr_1: 0.021
+- stat: 0.112
+  sys_corr_1: 0.029
+- stat: 0.122
+  sys_corr_1: 0.033
+- stat: 0.152
+  sys_corr_1: 0.043
+- stat: 0.175
+  sys_corr_1: 0.059
+- stat: 0.22
+  sys_corr_1: 0.085
diff --git a/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_206GEV.yaml b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_206GEV.yaml
new file mode 100644
index 000000000..547ae8ca7
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_EEWW_NOTFIXED/uncertainties_DEFAULT_206GEV.yaml
@@ -0,0 +1,30 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.057
+  sys_corr_1: 0.012
+- stat: 0.065
+  sys_corr_1: 0.013
+- stat: 0.068
+  sys_corr_1: 0.015
+- stat: 0.091
+  sys_corr_1: 0.021
+- stat: 0.09
+  sys_corr_1: 0.022
+- stat: 0.111
+  sys_corr_1: 0.03
+- stat: 0.137
+  sys_corr_1: 0.033
+- stat: 0.136
+  sys_corr_1: 0.045
+- stat: 0.175
+  sys_corr_1: 0.064
+- stat: 0.244
+  sys_corr_1: 0.096
diff --git a/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/data_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/data_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..7fc27b631
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/data_DEFAULT_OBS.yaml
@@ -0,0 +1,20 @@
+data_central:
+- 2.4952
+- 41541.0
+- 20.804
+- 20.785
+- 20.764
+- 0.0145
+- 0.0169
+- 0.0188
+- 0.1516
+- 0.142
+- 0.136
+- 0.1439
+- 0.1498
+- 0.21629
+- 0.1721
+- 0.0992
+- 0.0707
+- 0.923
+- 0.67
diff --git a/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/kinematics_OBS.yaml b/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/kinematics_OBS.yaml
new file mode 100644
index 000000000..1128b1b89
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/kinematics_OBS.yaml
@@ -0,0 +1,229 @@
+bins:
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
+- k1:
+    min: null
+    mid: 0.0
+    max: null
+  k2:
+    min: null
+    mid: 8315.16
+    max: null
+  k3:
+    min: null
+    mid: 91.3
+    max: null
diff --git a/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/metadata.yaml b/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/metadata.yaml
new file mode 100644
index 000000000..0a90f11d1
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/metadata.yaml
@@ -0,0 +1,51 @@
+setname: LEP_ZDATA_NOTFIXED
+version: 1
+version_comment: Port of old commondata
+nnpdf_metadata:
+  nnpdf31_process: EWPO
+  experiment: LEP
+arXiv:
+  url: ''
+iNSPIRE:
+  url: ''
+hepdata:
+  url: ''
+  version: -1
+implemented_observables:
+- observable_name: OBS
+  observable:
+    description: DESCRIPTION_PLACEHOLDER
+    label: LEP Observables
+    units: ''
+  process_type: INC
+  tables: []
+  npoints: []
+  ndata: 19
+  plotting:
+    dataset_label: LEP Observables
+    plot_x: idat
+  kinematic_coverage:
+  - k1
+  - k2
+  - k3
+  kinematics:
+    variables:
+      k1:
+        description: Variable k1
+        label: k1
+        units: ''
+      k2:
+        description: Variable k2
+        label: k2
+        units: ''
+      k3:
+        description: Variable k3
+        label: k3
+        units: ''
+    file: kinematics_OBS.yaml
+  theory:
+    FK_tables:
+    - - FK_LEP_ZDATA
+  data_uncertainties:
+  - uncertainties_DEFAULT_OBS.yaml
+  data_central: data_DEFAULT_OBS.yaml
diff --git a/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/uncertainties_DEFAULT_OBS.yaml b/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/uncertainties_DEFAULT_OBS.yaml
new file mode 100644
index 000000000..bbc9f9e04
--- /dev/null
+++ b/simudata/utilities/converted_commondata/LEP_ZDATA_NOTFIXED/uncertainties_DEFAULT_OBS.yaml
@@ -0,0 +1,462 @@
+definitions:
+  stat:
+    description: Uncorrelated statistical uncertainties
+    treatment: ADD
+    type: UNCORR
+  sys_corr_1:
+    description: 'Sys uncertainty idx: 1'
+    treatment: ADD
+    type: CORR
+  sys_corr_2:
+    description: 'Sys uncertainty idx: 2'
+    treatment: ADD
+    type: CORR
+  sys_corr_3:
+    description: 'Sys uncertainty idx: 3'
+    treatment: ADD
+    type: CORR
+  sys_corr_4:
+    description: 'Sys uncertainty idx: 4'
+    treatment: ADD
+    type: CORR
+  sys_corr_5:
+    description: 'Sys uncertainty idx: 5'
+    treatment: ADD
+    type: CORR
+  sys_corr_6:
+    description: 'Sys uncertainty idx: 6'
+    treatment: ADD
+    type: CORR
+  sys_corr_7:
+    description: 'Sys uncertainty idx: 7'
+    treatment: ADD
+    type: CORR
+  sys_corr_8:
+    description: 'Sys uncertainty idx: 8'
+    treatment: ADD
+    type: CORR
+  sys_corr_9:
+    description: 'Sys uncertainty idx: 9'
+    treatment: ADD
+    type: CORR
+  sys_corr_10:
+    description: 'Sys uncertainty idx: 10'
+    treatment: ADD
+    type: CORR
+  sys_corr_11:
+    description: 'Sys uncertainty idx: 11'
+    treatment: ADD
+    type: CORR
+  sys_corr_12:
+    description: 'Sys uncertainty idx: 12'
+    treatment: ADD
+    type: CORR
+  sys_corr_13:
+    description: 'Sys uncertainty idx: 13'
+    treatment: ADD
+    type: CORR
+  sys_corr_14:
+    description: 'Sys uncertainty idx: 14'
+    treatment: ADD
+    type: CORR
+  sys_corr_15:
+    description: 'Sys uncertainty idx: 15'
+    treatment: ADD
+    type: CORR
+  sys_corr_16:
+    description: 'Sys uncertainty idx: 16'
+    treatment: ADD
+    type: CORR
+  sys_corr_17:
+    description: 'Sys uncertainty idx: 17'
+    treatment: ADD
+    type: CORR
+  sys_corr_18:
+    description: 'Sys uncertainty idx: 18'
+    treatment: ADD
+    type: CORR
+  sys_corr_19:
+    description: 'Sys uncertainty idx: 19'
+    treatment: ADD
+    type: CORR
+bins:
+- stat: 0.0
+  sys_corr_1: 0.0006830999718319
+  sys_corr_2: 6.318707940695523e-05
+  sys_corr_3: 7.203063549941645e-05
+  sys_corr_4: 9.625696354985062e-05
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 0.0003041205354162
+  sys_corr_14: 0.0021708030426676
+  sys_corr_15: 0.0
+  sys_corr_16: -6.730732664715915e-06
+  sys_corr_17: 0.0
+  sys_corr_18: -2.748293579008079e-06
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: -36.99999999999867
+  sys_corr_2: -8.37275114767131e-06
+  sys_corr_3: -4.118602259825339e-06
+  sys_corr_4: -3.2013799670737387e-06
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 1.5211193067140743e-10
+  sys_corr_14: 4.219833970840788e-08
+  sys_corr_15: 0.0
+  sys_corr_16: -2.7851446473455685e-10
+  sys_corr_17: 0.0
+  sys_corr_18: -7.534166295862583e-11
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: -0.0052500100154819
+  sys_corr_2: 0.0490110939803441
+  sys_corr_3: -0.0081634521896918
+  sys_corr_4: -0.0019251465735073
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 4.3246069433789216e-05
+  sys_corr_14: -7.099188874943962e-06
+  sys_corr_15: 0.0
+  sys_corr_16: 9.072718278143369e-08
+  sys_corr_17: 0.0
+  sys_corr_18: -2.739381305153941e-07
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: -0.0043230039833474
+  sys_corr_2: 0.0036623282560085
+  sys_corr_3: 0.0031918194361909
+  sys_corr_4: 0.0323529166231685
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: -4.672887396655574e-06
+  sys_corr_14: -6.37958701243184e-06
+  sys_corr_15: 0.0
+  sys_corr_16: 2.831918172380392e-07
+  sys_corr_17: 0.0
+  sys_corr_18: -5.925184026480739e-07
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: -0.0041400066508805
+  sys_corr_2: 0.0088637684929307
+  sys_corr_3: 0.0438397680862091
+  sys_corr_4: -0.0027145296105458
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: -2.4468248579233064e-06
+  sys_corr_14: -3.1374905524899053e-06
+  sys_corr_15: 0.0
+  sys_corr_16: -5.850332749262653e-07
+  sys_corr_17: 0.0
+  sys_corr_18: 4.679457790184003e-08
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: -2.4998233108681934e-06
+  sys_corr_2: -0.0009122890701683
+  sys_corr_3: 0.0001973656102125
+  sys_corr_4: 8.629063071543492e-05
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 0.0022992841147289
+  sys_corr_14: -0.0002864430508413
+  sys_corr_15: 0.0
+  sys_corr_16: 4.760906234446212e-05
+  sys_corr_17: 0.0
+  sys_corr_18: 1.7304967053142096e-05
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: -3.900006598970876e-06
+  sys_corr_2: 2.60643741690528e-05
+  sys_corr_3: -3.511559369418062e-06
+  sys_corr_4: 1.2806136247951088e-05
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: -3.516764849312959e-05
+  sys_corr_14: 9.76800509299606e-06
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0001399728900602
+  sys_corr_17: 0.0
+  sys_corr_18: 0.0012915898911661
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: -3.400005635002361e-06
+  sys_corr_2: 2.354350506916348e-05
+  sys_corr_3: 1.0066044512306332e-05
+  sys_corr_4: -9.336908440714792e-06
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: -6.046397855768298e-05
+  sys_corr_14: 1.5857131329152625e-05
+  sys_corr_15: 0.0
+  sys_corr_16: 0.00169524605455
+  sys_corr_17: 0.0
+  sys_corr_18: -0.0001071406245777
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: -0.0001071444538106
+  sys_corr_8: -7.573312934548413e-06
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0020972512274281
+  sys_corr_16: 0.0
+  sys_corr_17: 0.0
+  sys_corr_18: 0.0
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: -0.0106463235839701
+  sys_corr_8: -0.0105667244798122
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: -1.1309869015527632e-05
+  sys_corr_16: 0.0
+  sys_corr_17: 0.0
+  sys_corr_18: 0.0
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: -0.0106409854377377
+  sys_corr_8: 0.0105721016283182
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: -9.801753103148387e-06
+  sys_corr_16: 0.0
+  sys_corr_17: 0.0
+  sys_corr_18: 0.0
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0043600458713183
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0
+  sys_corr_17: 0.0
+  sys_corr_18: 0.0
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 0.0
+  sys_corr_6: 0.0
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0048836461788299
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0
+  sys_corr_12: 0.0
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0
+  sys_corr_17: 0.0
+  sys_corr_18: 0.0
+  sys_corr_19: 0.0
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 1.9242862945188604e-05
+  sys_corr_6: 5.920020222486216e-05
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: -5.8601449832326096e-05
+  sys_corr_12: -0.0001123588560252
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0
+  sys_corr_17: -7.725245871764214e-05
+  sys_corr_18: 0.0
+  sys_corr_19: -0.0006400769199514
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: -0.0001629340393126
+  sys_corr_6: -0.0001662746479516
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 0.0005845063624288
+  sys_corr_12: 0.0029325568928224
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0
+  sys_corr_17: -6.057857380705602e-05
+  sys_corr_18: 0.0
+  sys_corr_19: -2.4451161871563527e-05
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 2.801512602881265e-05
+  sys_corr_6: -9.2513496288654e-05
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: -0.0002859875620312
+  sys_corr_12: 0.0001508216272692
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0
+  sys_corr_17: 0.0015636854625573
+  sys_corr_18: 0.0
+  sys_corr_19: -3.1751078976843804e-05
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 0.0001303881645057
+  sys_corr_6: 0.0001062752947339
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: -0.0034593554125991
+  sys_corr_12: 0.0004851705163171
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0
+  sys_corr_17: -0.000138154997674
+  sys_corr_18: 0.0
+  sys_corr_19: 9.34795812817908e-06
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 0.0046856381078479
+  sys_corr_6: -0.0194433531217005
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: -1.8531820316392284e-05
+  sys_corr_12: -2.01763315395342e-05
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0
+  sys_corr_17: -7.894121994541404e-06
+  sys_corr_18: 0.0
+  sys_corr_19: -1.441269607789639e-06
+- stat: 0.0
+  sys_corr_1: 0.0
+  sys_corr_2: 0.0
+  sys_corr_3: 0.0
+  sys_corr_4: 0.0
+  sys_corr_5: 0.0267850730787142
+  sys_corr_6: 0.0033998421366635
+  sys_corr_7: 0.0
+  sys_corr_8: 0.0
+  sys_corr_9: 0.0
+  sys_corr_10: 0.0
+  sys_corr_11: 2.3978580312687223e-05
+  sys_corr_12: 1.89295228945711e-05
+  sys_corr_13: 0.0
+  sys_corr_14: 0.0
+  sys_corr_15: 0.0
+  sys_corr_16: 0.0
+  sys_corr_17: 1.0499044925192859e-07
+  sys_corr_18: 0.0
+  sys_corr_19: 5.509374944334217e-07
diff --git a/simudata/utilities/copy_data.py b/simudata/utilities/copy_data.py
new file mode 100644
index 000000000..9b6e17b14
--- /dev/null
+++ b/simudata/utilities/copy_data.py
@@ -0,0 +1,72 @@
+import os
+import shutil
+import csv
+
+# Paths
+simu_factors_dir = os.path.expanduser(
+    "~/miniconda3/envs/simunet_mac/share/NNPDF/data/theory_270/simu_factors"
+)
+target_dir = "/Users/ellacole/codes/simunet/simunet_nnpdf/simudata/simu_factors"
+csv_file_path = "/Users/ellacole/codes/simunet/simunet_nnpdf/simudata/data_maps.csv"
+output_csv = "/Users/ellacole/codes/simunet/simunet_nnpdf/simudata/data_maps2.csv"
+
+
+def read_csv(path):
+    with open(path, newline='') as f:
+        return list(csv.DictReader(f))
+
+
+def is_valid(row):
+    new_name = row['new_name'].strip()
+    simu_fac = (row.get('simu_fac') or '').strip()
+
+    return (
+        new_name != "NOT FOUND"
+        and "EFT" in simu_fac
+    )
+
+
+def process(datasets):
+    skipped = []
+
+    for row in datasets:
+        old_name = row['old_name'].strip()
+        new_name = row['new_name'].strip()
+        simu_fac = (row.get('simu_fac') or '').strip()
+
+        simu_factor_file = f"SIMU_{old_name}.yaml"
+
+        if is_valid(row):
+            print(f"Processing {old_name} -> {new_name} [{simu_fac}]")
+
+            source_file = os.path.join(simu_factors_dir, simu_factor_file)
+
+            if os.path.exists(source_file):
+                dest_file = os.path.join(
+                    target_dir, f"SIMU_{new_name}.yaml"
+                )
+                shutil.copy(source_file, dest_file)
+                print(f"Copied → {dest_file}")
+            else:
+                print(f"Missing file: {source_file}")
+                skipped.append(row)
+        else:
+            print(f"Skipping {old_name}")
+            skipped.append(row)
+
+    return skipped
+
+
+def write_skipped(skipped):
+    with open(output_csv, "w", newline='') as f:
+        fieldnames = ["old_name", "new_name", "cfac", "simu_fac"]
+        writer = csv.DictWriter(f, fieldnames=fieldnames)
+
+        writer.writeheader()
+        writer.writerows(skipped)
+
+
+if __name__ == "__main__":
+    datasets = read_csv(csv_file_path)
+    skipped = process(datasets)
+    write_skipped(skipped)
\ No newline at end of file
diff --git a/simudata/utilities/data_maps.csv b/simudata/utilities/data_maps.csv
new file mode 100644
index 000000000..25dfa4f1c
--- /dev/null
+++ b/simudata/utilities/data_maps.csv
@@ -0,0 +1,173 @@
+old_name,new_name,cfac,simu_fac
+NMCPD_dw_ite, NMC_NC_NOTFIXED_EM-F2, ,
+NMC, NMC_NC_NOTFIXED_P_EM-SIGMARED, ,
+SLACP_dwsh, SLAC_NC_NOTFIXED_P_EM-F2, ,
+SLACD_dw_ite, SLAC_NC_NOTFIXED_D_EM-F2, ,
+BCDMSP_dwsh, BCDMS_NC_NOTFIXED_P_EM-F2, ,
+BCDMSD_dw_ite, BCDMS_NC_NOTFIXED_D_EM-F2, ,
+CHORUSNUPb_dw_ite, CHORUS_CC_NOTFIXED_PB_NU-SIGMARED, ,
+CHORUSNBPb_dw_ite, CHORUS_CC_NOTFIXED_PB_NB-SIGMARED, ,
+NTVNUDMNFe_dw_ite, NUTEV_CC_NOTFIXED_FE_NU-SIGMARED, [MAS],
+NTVNBDMNFe_dw_ite, NUTEV_CC_NOTFIXED_FE_NB-SIGMARED, [MAS],
+HERACOMBNCEM, HERA_NC_318GEV_EM-SIGMARED, ,
+HERACOMBNCEP460, HERA_NC_225GEV_EP-SIGMARED, ,
+HERACOMBNCEP575, HERA_NC_251GEV_EP-SIGMARED, ,
+HERACOMBNCEP820, HERA_NC_300GEV_EP-SIGMARED, ,
+HERACOMBNCEP920, HERA_NC_318GEV_EP-SIGMARED, ,
+HERACOMBCCEM, HERA_CC_318GEV_EM-SIGMARED, ,
+HERACOMBCCEP, HERA_CC_318GEV_EP-SIGMARED, ,
+HERACOMB_SIGMARED_C, HERA_NC_318GEV_EAVG_CHARM-SIGMARED, ,
+HERACOMB_SIGMARED_B, HERA_NC_318GEV_EAVG_BOTTOM-SIGMARED, ,
+DYE886R_dw_ite, DYE866_Z0_800GEV_DW_RATIO_PDXSECRATIO, [QCD],
+DYE886P, DYE866_Z0_800GEV_PXSEC, [QCD],
+DYE605_dw_ite, DYE605_Z0_38P8GEV_DW_PXSEC, [QCD],
+DYE906R_dw_ite, DYE906_Z0_120GEV_DW_PDXSECRATIO, [ACC QCD],
+CDFZRAP_NEW, CDF_Z0_1P96TEV_ZRAP, [QCD],
+D0ZRAP_40, D0_Z0_1P96TEV_ZRAP, [QCD],
+D0WMASY, D0_WPWM_1P96TEV_ASY, [QCD],
+ATLASWZRAP36PB, ATLAS_DY_7TEV_36PB_ETA, [QCD],
+ATLASLOMASSDY11EXT, ATLAS_Z0_7TEV_LOMASS_M, [QCD],
+ATLASWZRAP11CC, ATLAS_DY_7TEV_46FB_CC, [QCD],
+ATLASWZRAP11CF, ATLAS_Z0_7TEV_46FB_CF-Y, [QCD],
+ATLAS_DY_2D_8TEV_LOWMASS, ATLAS_Z0_8TEV_LOWMASS_M-Y, [QCD],
+ATLAS_WZ_TOT_13TEV, ATLAS_DY_13TEV_TOT, [NRM QCD],
+ATLAS_WP_JET_8TEV_PT, ATLAS_WJ_8TEV_WP-PT, [QCD],
+ATLAS_WM_JET_8TEV_PT, ATLAS_WJ_8TEV_WM-PT, [QCD],
+ATLASZPT8TEVMDIST, ATLAS_Z0J_8TEV_PT-M, [QCD],
+ATLASZPT8TEVYDIST, ATLAS_Z0J_8TEV_PT-Y, [QCD],
+ATLAS_1JET_8TEV_R06_DEC, ATLAS_1JET_8TEV_R06_PTY, [QCD],
+ATLAS_2JET_7TEV_R06, ATLAS_2JET_7TEV_R06_M12Y, [QCD],
+ATLASPHT15_SF, ATLAS_PH_13TEV_XSEC, [QCD EWK],
+CMSWEASY840PB, CMS_WPWM_7TEV_ELECTRON_ASY, [QCD],
+CMSWMASY47FB, CMS_WPWM_7TEV_MUON_ASY, [QCD],
+CMSWMU8TEV, CMS_WPWM_8TEV_MUON_Y, [QCD],
+CMSZDIFF12, CMS_Z0J_8TEV_PT-Y, [QCD NRM],
+CMS_2JET_7TEV, CMS_2JET_7TEV_M12-Y, [QCD],
+CMS_1JET_8TEV, CMS_1JET_8TEV_PTY, [QCD],
+LHCBZ940PB, LHCB_Z0_7TEV_DIELECTRON_Y, [QCD],
+LHCBZEE2FB_40, LHCB_Z0_8TEV_DIELECTRON_Y, [QCD],
+LHCBWZMU7TEV, LHCB_DY_7TEV_MUON_Y, [NRM QCD],
+LHCBWZMU8TEV, LHCB_DY_8TEV_MUON_Y, [NRM QCD],
+LHCB_Z_13TEV_DIMUON, LHCB_Z0_13TEV_DIMUON-Y, [QCD],
+LHCB_Z_13TEV_DIELECTRON, LHCB_Z0_13TEV_DIELECTRON-Y, [QCD],
+
+ATLASDY2D8TEV, ATLAS_Z0_8TEV_HIMASS_M-Y, [QCDEWK], EFT_LO
+CMSDY2D11, CMS_Z0_7TEV_DIMUON_2D, [QCD], EFT_LO
+ATLASZHIGHMASS49FB, ATLAS_Z0_7TEV_49FB_HIMASS, [QCD], EFT_LO
+CMSDY1D12, NOT FOUND, ['QCD' 'EWK'], EFT_LO
+CMS_HMDY_13TEV, NOT FOUND, ['QCD' 'EWK'], EFT_LO
+ATLASTTBARTOT7TEV, ATLAS_TTBAR_7TEV_TOT_X-SEC, [QCD], EFT_NLO
+ATLASTTBARTOT8TEV, ATLAS_TTBAR_8TEV_TOT_X-SEC, [QCD], EFT_NLO
+ATLAS_TOPDIFF_DILEPT_8TEV_TTMNORM, ATLAS_TTBAR_8TEV_2L_DIF_MTTBAR-NORM, [QCD], EFT_NLO
+ATLAS_TTBAR_8TEV_LJETS_TOTAL, NOT FOUND, [QCD], EFT_NLO
+ATLAS_TTB_DIFF_8TEV_LJ_TRAPNORM, ATLAS_TTBAR_8TEV_LJ_DIF_YT-NORM, [QCD], EFT_NLO
+ATLAS_TTB_DIFF_8TEV_LJ_TTRAPNORM, ATLAS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM, [QCD], EFT_NLO
+ATLAS_TTBAR_13TEV_DILEPTON_TOTAL, NOT FOUND, [QCD], EFT_NLO
+ATLAS_TTBAR_13TEV_HADRONIC_TOTAL, NOT FOUND, [QCD], EFT_NLO
+ATLAS_TTBAR_13TEV_HADRONIC_2D_TTM_ABSYTTNORM, NOT FOUND, [QCD], EFT_NLO
+ATLAS_TTBAR_13TEV_LJETS_TOTAL, NOT FOUND, [QCD], EFT_NLO
+ATLAS_TTBAR_13TEV_TTMNORM, NOT FOUND, [QCD], EFT_NLO
+CMSTTBARTOT5TEV, CMS_TTBAR_5TEV_TOT_X-SEC, [QCD], EFT_NLO
+CMSTTBARTOT7TEV, CMS_TTBAR_7TEV_TOT_X-SEC, [QCD], EFT_NLO
+CMSTTBARTOT8TEV, CMS_TTBAR_8TEV_TOT_X-SEC, [QCD], EFT_NLO
+CMS_TTBAR_2D_DIFF_MTT_TTRAP_NORM, CMS_TTBAR_8TEV_2L_DIF_MTTBAR-YTTBAR-NORM, [QCD], EFT_NLO
+CMSTOPDIFF8TEVTTRAPNORM, CMS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM, [QCD], EFT_NLO
+CMSTTBARTOT13TEV, CMS_TTBAR_13TEV_TOT_X-SEC, [QCD], EFT_NLO
+CMS_TTB_DIFF_13TEV_2016_2L_TTMNORM, CMS_TTBAR_13TEV_2L_DIF_MTTBAR-NORM, [QCD], EFT_NLO
+CMS_TTBAR_13TEV_LJETS_TOTAL, NOT FOUND, [QCD], EFT_NLO
+CMS_TTBAR_13TEV_TTMNORM, NOT FOUND, [QCD], EFT_NLO
+ATLAS_TTBAR_8TEV_ASY, NOT FOUND, [QCD], EFT_NLO
+ATLAS_TTBAR_13TEV_ASY_2022, NOT FOUND, [QCD], EFT_NLO
+CMS_TTBAR_8TEV_ASY, NOT FOUND, [QCD], EFT_NLO
+CMS_TTBAR_13TEV_ASY, NOT FOUND, [QCD], EFT_NLO
+ATLAS_CMS_TTBAR_8TEV_ASY, NOT FOUND, [QCD], EFT_NLO
+
+ATLAS_TTBARZ_8TEV_TOTAL, NOT FOUND, , EFT_LO
+ATLAS_TTBARZ_13TEV_TOTAL, NOT FOUND, [QCD], EFT_LO
+ATLAS_TTBARZ_13TEV_PTZNORM, NOT FOUND, , EFT_LO
+CMS_TTBARZ_8TEV_TOTAL, NOT FOUND, , EFT_LO
+CMS_TTBARZ_13TEV_TOTAL, NOT FOUND, [QCD], EFT_LO
+CMS_TTBARZ_13TEV_PTZNORM, NOT FOUND, , EFT_LO
+ATLAS_TTBARW_8TEV_TOTAL, NOT FOUND, , EFT_LO
+ATLAS_TTBARW_13TEV_TOTAL, NOT FOUND, [QCD], EFT_LO
+CMS_TTBARW_8TEV_TOTAL, NOT FOUND, , EFT_LO
+CMS_TTBARW_13TEV_TOTAL, NOT FOUND, [QCD], EFT_LO
+ATLAS_SINGLETOP_TCH_7TEV_T, NOT FOUND, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_7TEV_TB, NOT FOUND, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_DIFF_7TEV_T_RAP_NORM, ATLAS_SINGLETOP_7TEV_T-Y-NORM, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_DIFF_7TEV_TBAR_RAP_NORM, ATLAS_SINGLETOP_7TEV_TBAR-Y-NORM, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_8TEV_T, NOT FOUND, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_8TEV_TB, NOT FOUND, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_DIFF_8TEV_T_RAP_NORM, ATLAS_SINGLETOP_8TEV_T-RAP-NORM, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_DIFF_8TEV_TBAR_RAP_NORM, ATLAS_SINGLETOP_8TEV_TBAR-RAP-NORM, [QCD], EFT_NLO
+ATLAS_SINGLETOP_SCH_8TEV_TOTAL, NOT FOUND, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_13TEV_T, NOT FOUND, [QCD], EFT_NLO
+ATLAS_SINGLETOP_TCH_13TEV_TB, NOT FOUND, [QCD], EFT_NLO
+ATLAS_SINGLETOP_SCH_13TEV_TOTAL, NOT FOUND, [QCD], EFT_NLO
+CMS_SINGLETOP_TCH_TOT_7TEV, CMS_SINGLETOP_7TEV_TCHANNEL-XSEC, [QCD], EFT_NLO
+CMS_SINGLETOP_TCH_8TEV_T, NOT FOUND, [QCD], EFT_NLO
+CMS_SINGLETOP_TCH_8TEV_TB, NOT FOUND, [QCD], EFT_NLO
+CMS_SINGLETOP_SCH_8TEV_TOTAL, NOT FOUND, [QCD], EFT_NLO
+CMS_SINGLETOP_TCH_13TEV_T, NOT FOUND, [QCD], EFT_NLO
+CMS_SINGLETOP_TCH_13TEV_TB, NOT FOUND, [QCD], EFT_NLO
+CMS_SINGLETOP_TCH_13TEV_YTNORM, NOT FOUND, [QCD], EFT_NLO
+ATLAS_SINGLETOPW_8TEV_TOTAL, NOT FOUND, , EFT_NLO
+ATLAS_SINGLETOPW_8TEV_SLEP_TOTAL, NOT FOUND, , EFT_NLO
+ATLAS_SINGLETOPW_13TEV_TOTAL, NOT FOUND, , EFT_NLO
+CMS_SINGLETOPW_8TEV_TOTAL, NOT FOUND, , EFT_NLO
+CMS_SINGLETOPW_13TEV_TOTAL, NOT FOUND, , EFT_NLO
+CMS_SINGLETOPW_13TEV_SLEP_TOTAL, NOT FOUND, , EFT_NLO
+
+ATLAS_WHEL_13TEV, NOT FOUND, , EFT_NLO 
+ATLAS_CMS_WHEL_8TEV, NOT FOUND, , EFT_NLO
+ATLAS_TTBARGAMMA_8TEV_TOTAL, NOT FOUND, , EFT_LO
+CMS_TTBARGAMMA_8TEV_TOTAL, NOT FOUND, , EFT_LO
+ATLAS_4TOP_13TEV_MULTILEP_TOTAL, NOT FOUND, , EFT_LO
+ATLAS_4TOP_13TEV_SLEP_TOTAL, NOT FOUND, , EFT_LO
+CMS_4TOP_13TEV_MULTILEP_TOTAL, NOT FOUND, , EFT_LO
+CMS_4TOP_13TEV_SLEP_TOTAL, NOT FOUND, , EFT_LO
+CMS_TTBB_13TEV_ALLJET_TOTAL, NOT FOUND, , EFT_LO
+CMS_TTBB_13TEV_DILEPTON_TOTAL, NOT FOUND, , EFT_LO
+CMS_TTBB_13TEV_LJETS_TOTAL, NOT FOUND, , EFT_LO
+ATLAS_TTBB_13TEV_LJETS_TOTAL, NOT FOUND, , EFT_LO
+ATLAS_SINGLETOPZ_13TEV_TOTAL, NOT FOUND, , EFT_LO
+CMS_SINGLETOPZ_13TEV_TOTAL, NOT FOUND, , EFT_LO
+CMS_SINGLETOPZ_13TEV_PTT, NOT FOUND, , EFT_LO
+LEP_ZDATA, NOT FOUND, , EFT_LO
+LEP_BRW, NOT FOUND, , EFT_LO
+LEP_BHABHA, NOT FOUND, , EFT_LO
+ALPHAEW_WITHTHUNC, NOT FOUND, , EFT_LO
+ATLAS_CMS_SSINC_RUNI, NOT FOUND, , EFT_NLO
+CMS_SSINC_RUNII, NOT FOUND, , EFT_NLO
+ATLAS_STXS_RUNII, NOT FOUND, , EFT_LO
+ATLAS_SSINC_RUNII_ZGAM, NOT FOUND, , EFT_LO
+ATLAS_SSINC_RUNII_MUMU, NOT FOUND, , EFT_LO
+LEP_EEWW_182GEV, NOT FOUND, , EFT_LO
+LEP_EEWW_189GEV, NOT FOUND, , EFT_LO
+LEP_EEWW_198GEV, NOT FOUND, , EFT_LO
+LEP_EEWW_206GEV, NOT FOUND, , EFT_LO
+ATLAS_WW_13TEV_2016_MEMU, NOT FOUND, , EFT_NLO
+ATLAS_WZ_13TEV_2016_MTWZ, NOT FOUND, , EFT_NLO
+CMS_WZ_13TEV_2016_PTZ, NOT FOUND, , EFT_NLO
+ATLAS_ZJJ_13TEV_2016, NOT FOUND, , EFT_LO
+BETA_DECAY_OBS, NOT FOUND, , EFT_LO
+MESON1_OBS, NOT FOUND, , EFT_LO
+MESON2_OBS, NOT FOUND, , EFT_LO
+PV_OBS, NOT FOUND, , EFT_LO
+ATLAS_WPWM_13TEV_HMT_DIF-LEP-PM, NOT FOUND, ['EWK'], EFT_LO
+
+NOT_FOUND, CMS_SINGLETOP_13TEV_TCHANNEL-XSEC,,
+NOT_FOUND, CMS_SINGLETOP_8TEV_TCHANNEL-XSEC,,
+NOT_FOUND,CMS_TTBAR_13TEV_LJ_2016_DIF_YT,,
+NOT_FOUND,CMS_TTBAR_13TEV_2L_DIF_YT,,
+NOT_FOUND,CMS_TTBAR_8TEV_2L_DIF_MTTBAR-YT-NORM,,
+NOT_FOUND, ATLAS_SINGLETOP_13TEV_TCHANNEL-XSEC,,
+NOT_FOUND,ATLAS_SINGLETOP_7TEV_TCHANNEL-XSEC,,
+NOT_FOUND,ATLAS_TTBAR_8TEV_2L_DIF_YTTBAR-NORM,,
+NOT_FOUND,ATLAS_TTBAR_13TEV_TOT_X-SEC,,
+NOT_FOUND,ATLAS_WPWM_13TEV_TOT,,
+NOT_FOUND,ATLAS_Z0_13TEV_TOT,,
+NOT_FOUND,ATLAS_Z0_7TEV_46FB_CC-Y,,
+NOT_FOUND,ATLAS_WPWM_7TEV_46FB_CC-ETA,,
+NOT_FOUND,ATLAS_Z0_7TEV_36PB_ETA,,
+NOT_FOUND,ATLAS_WPWM_7TEV_36PB_ETA,,
diff --git a/simudata/utilities/run_conversor.sh b/simudata/utilities/run_conversor.sh
new file mode 100755
index 000000000..ae9bd9a57
--- /dev/null
+++ b/simudata/utilities/run_conversor.sh
@@ -0,0 +1,26 @@
+#!/usr/bin/env bash
+
+OLD_SIMUNET=../../../original_simunet_repo
+ORIGINAL_DATA_FOLDER=${OLD_SIMUNET}/nnpdfcpp/data/commondata/
+SIMUNET_THEORY=270
+
+# Start with one that looks sensible
+# python conversor.py CMS_TTBAR_13TEV_LJETS_TOTAL ${ORIGINAL_DATA_FOLDER}/DATA_CMS_TTBAR_13TEV_LJETS_TOTAL.dat
+
+CSV_INFO=./data_maps.csv
+while IFS=, read -r col1 col2 rest
+do
+    if [[ "${col2}" =~ "NOT FOUND" ]]
+    then
+        DATA_FILE=${ORIGINAL_DATA_FOLDER}/DATA_${col1}.dat
+
+        # Check whether we have a compound file for this one
+        COMPOUND=~/.local/share/NNPDF/theories/theory_${SIMUNET_THEORY}/compound/FK_${col1}-COMPOUND.dat
+        if [[ -f ${COMPOUND} ]]
+        then
+            extra_args="--old_compound ${COMPOUND}"
+        fi
+        python conversor.py ${DATA_FILE} ${extra_args} --theory_conversion ${SIMUNET_THEORY} < /dev/tty
+        unset extra_args
+    fi
+done < $CSV_INFO