diff --git a/docs/source/projects/doc_SDC_showdown.rst b/docs/source/projects/doc_SDC_showdown.rst
index a1d197ea79..5898562872 100644
--- a/docs/source/projects/doc_SDC_showdown.rst
+++ b/docs/source/projects/doc_SDC_showdown.rst
@@ -4,7 +4,7 @@ Full code: `pySDC/projects/SDC_showdown/SDC_timing_Fisher.py <https://github.com
 
 Results:
 
-.. image:: ./data/timings_SDC_variants_Fisher.png
+.. image:: ../data/timings_SDC_variants_Fisher.png
    :scale: 100 %
 
 
@@ -14,5 +14,5 @@ Full code: `pySDC/projects/SDC_showdown/SDC_timing_GrayScott.py <https://github.
 
 Results:
 
-.. image:: ./data/timings_SDC_variants_GrayScott.png
+.. image:: ../data/timings_SDC_variants_GrayScott.png
    :scale: 100 %
diff --git a/docs/source/projects/doc_asympconv.rst b/docs/source/projects/doc_asympconv.rst
index e7c38fe998..9e2b291b11 100644
--- a/docs/source/projects/doc_asympconv.rst
+++ b/docs/source/projects/doc_asympconv.rst
@@ -1,14 +1,14 @@
 Results:
 
-.. image:: ./data/conv_test_niter_NS3.png
+.. image:: ../data/conv_test_niter_NS3.png
    :width: 19%
 
-.. image:: ./data/conv_test_niter_NS2.png
+.. image:: ../data/conv_test_niter_NS2.png
    :width: 19%
 
-.. image:: ./data/conv_test_niter_Linf_diffusion.png
+.. image:: ../data/conv_test_niter_Linf_diffusion.png
    :width: 19%
 
-.. image:: ./data/conv_test_niter_Linf_advection.png
+.. image:: ../data/conv_test_niter_Linf_advection.png
    :width: 19%
 
diff --git a/docs/source/projects/doc_fput.rst b/docs/source/projects/doc_fput.rst
index 7b82d61540..09f41671b6 100644
--- a/docs/source/projects/doc_fput.rst
+++ b/docs/source/projects/doc_fput.rst
@@ -6,11 +6,11 @@ Results:
 
 .. literalinclude:: ./data/fput_out.txt
 
-.. image:: ./data/fput_hamiltonian.png
+.. image:: ../data/fput_hamiltonian.png
    :scale: 100 %
-.. image:: ./data/fput_positions.png
+.. image:: ../data/fput_positions.png
    :scale: 100 %
-.. image:: ./data/fput_energy.png
+.. image:: ../data/fput_energy.png
    :scale: 100 %
-.. image:: ../../../pySDC/projects/Hamiltonian/data/fput_energy_full.png
+.. image:: ../data/fput_energy_full.png
    :scale: 100 %
\ No newline at end of file
diff --git a/docs/source/projects/doc_fwsw_acoustic.rst b/docs/source/projects/doc_fwsw_acoustic.rst
index 262e2366d7..6c2ccf791d 100644
--- a/docs/source/projects/doc_fwsw_acoustic.rst
+++ b/docs/source/projects/doc_fwsw_acoustic.rst
@@ -1,10 +1,10 @@
 Results:
 
-.. image:: ./data/convergence.png
+.. image:: ../data/convergence.png
    :width: 19%
 
-.. image:: ./data/iteration.png
+.. image:: ../data/iteration.png
    :width: 19%
 
-.. image:: ./data/multiscale-K2-M2.png
+.. image:: ../data/multiscale-K2-M2.png
    :width: 19%
diff --git a/docs/source/projects/doc_fwsw_boussinesq.rst b/docs/source/projects/doc_fwsw_boussinesq.rst
index 2e82fb83f1..ce1b543b6d 100644
--- a/docs/source/projects/doc_fwsw_boussinesq.rst
+++ b/docs/source/projects/doc_fwsw_boussinesq.rst
@@ -1,4 +1,4 @@
 Results (generated with `plotgmrescounter_boussinesq.py <https://github.com/Parallel-in-Time/pySDC/blob/master/pySDC/projects/FastWaveSlowWave/plotgmrescounter_boussinesq.py>`_):
 
-.. image:: ./data/boussinesq.png
+.. image:: ../data/boussinesq.png
    :width: 19%
diff --git a/docs/source/projects/doc_fwsw_theory.rst b/docs/source/projects/doc_fwsw_theory.rst
index c893ffe0f1..da33d5d29c 100644
--- a/docs/source/projects/doc_fwsw_theory.rst
+++ b/docs/source/projects/doc_fwsw_theory.rst
@@ -1,22 +1,22 @@
 Results:
 
-.. image:: ./data/stifflimit-specrad.png
+.. image:: ../data/stifflimit-specrad.png
    :width: 19%
 
-.. image:: ./data/stifflimit-norm.png
+.. image:: ../data/stifflimit-norm.png
    :width: 19%
 
-.. image:: ./data/stability-K3-M3.png
+.. image:: ../data/stability-K3-M3.png
    :width: 19%
 
-.. image:: ./data/stab_vs_k_resolved.png
+.. image:: ../data/stab_vs_k_resolved.png
    :width: 19%
 
-.. image:: ./data/stab_vs_k_unresolved.png
+.. image:: ../data/stab_vs_k_unresolved.png
    :width: 19%
 
-.. image:: ./data/phase-K3-M3.png
+.. image:: ../data/phase-K3-M3.png
    :width: 19%
 
-.. image:: ./data/ampfactor-K3-M3.png
+.. image:: ../data/ampfactor-K3-M3.png
    :width: 19%
\ No newline at end of file
diff --git a/docs/source/projects/doc_hamiltonian_simple.rst b/docs/source/projects/doc_hamiltonian_simple.rst
index 5979712dcc..84e2ced171 100644
--- a/docs/source/projects/doc_hamiltonian_simple.rst
+++ b/docs/source/projects/doc_hamiltonian_simple.rst
@@ -4,10 +4,10 @@ Full code: `pySDC/projects/Hamiltonian/simple_problems.py <https://github.com/Pa
 
 Results:
 
-.. image:: ./data/harmonic_hamiltonian.png
+.. image:: ../data/harmonic_hamiltonian.png
    :scale: 50 %
 
-.. image:: ./data/henonheiles_hamiltonian.png
+.. image:: ../data/henonheiles_hamiltonian.png
    :scale: 50 %
 
 
diff --git a/docs/source/projects/doc_parallelSDC_nonlinear.rst b/docs/source/projects/doc_parallelSDC_nonlinear.rst
index 4e1932f8eb..422db481d7 100644
--- a/docs/source/projects/doc_parallelSDC_nonlinear.rst
+++ b/docs/source/projects/doc_parallelSDC_nonlinear.rst
@@ -8,7 +8,7 @@ Results:
 
 Results:
 
-.. image:: ./data/parallelSDC_fisher.png
+.. image:: ../data/parallelSDC_fisher.png
    :scale: 100 %
 
 Full code: `pySDC/projects/parallelSDC/newton_vs_sdc.py <https://github.com/Parallel-in-Time/pySDC/blob/master/pySDC/projects/parallelSDC/newton_vs_sdc.py>`_
@@ -17,5 +17,5 @@ Full code: `pySDC/projects/parallelSDC/newton_vs_sdc.py <https://github.com/Para
 
 Results:
 
-.. image:: ./data/parallelSDC_fisher_newton.png
+.. image:: ../data/parallelSDC_fisher_newton.png
    :scale: 100 %
diff --git a/docs/source/projects/doc_parallelSDC_preconditioner.rst b/docs/source/projects/doc_parallelSDC_preconditioner.rst
index 135702ebb1..f3e42623c1 100644
--- a/docs/source/projects/doc_parallelSDC_preconditioner.rst
+++ b/docs/source/projects/doc_parallelSDC_preconditioner.rst
@@ -4,15 +4,15 @@ Full code: `pySDC/projects/parallelSDC/preconditioner_playground.py <https://git
 
 Results:
 
-.. image:: ./data/parallelSDC_preconditioner_heat.png
+.. image:: ../data/parallelSDC_preconditioner_heat.png
    :scale: 100 %
 
-.. image:: ./data/parallelSDC_preconditioner_advection.png
+.. image:: ../data/parallelSDC_preconditioner_advection.png
    :scale: 100 %
 
-.. image:: ./data/parallelSDC_preconditioner_vanderpol.png
+.. image:: ../data/parallelSDC_preconditioner_vanderpol.png
    :scale: 100 %
 
-.. image:: ./data/parallelSDC_preconditioner_fisher.png
+.. image:: ../data/parallelSDC_preconditioner_fisher.png
    :scale: 100 %
 
diff --git a/docs/source/projects/doc_parallelSDC_preconditioner_MPI.rst b/docs/source/projects/doc_parallelSDC_preconditioner_MPI.rst
index 52972a41f5..c0d08d9e9c 100644
--- a/docs/source/projects/doc_parallelSDC_preconditioner_MPI.rst
+++ b/docs/source/projects/doc_parallelSDC_preconditioner_MPI.rst
@@ -4,15 +4,15 @@ Full code: `pySDC/projects/parallelSDC/preconditioner_playground_MPI.py <https:/
 
 Results:
 
-.. image:: ./data/parallelSDC_preconditioner_MPI_heat.png
+.. image:: ../data/parallelSDC_preconditioner_MPI_heat.png
    :scale: 100 %
 
-.. image:: ./data/parallelSDC_preconditioner_MPI_advection.png
+.. image:: ../data/parallelSDC_preconditioner_MPI_advection.png
    :scale: 100 %
 
-.. image:: ./data/parallelSDC_preconditioner_MPI_vanderpol.png
+.. image:: ../data/parallelSDC_preconditioner_MPI_vanderpol.png
    :scale: 100 %
 
-.. image:: ./data/parallelSDC_preconditioner_MPI_fisher.png
+.. image:: ../data/parallelSDC_preconditioner_MPI_fisher.png
    :scale: 100 %
 
diff --git a/docs/source/projects/doc_solar_system.rst b/docs/source/projects/doc_solar_system.rst
index c6e7fe470e..b4e29f43e8 100644
--- a/docs/source/projects/doc_solar_system.rst
+++ b/docs/source/projects/doc_solar_system.rst
@@ -6,14 +6,14 @@ Results:
 
 .. literalinclude:: ./data/outer_solar_system_out.txt
 
-.. image:: ./data/outer_solar_system_hamiltonian.png
+.. image:: ../data/outer_solar_system_hamiltonian.png
    :scale: 100 %
-.. image:: ./data/outer_solar_system_positions.png
+.. image:: ../data/outer_solar_system_positions.png
    :scale: 100 %
 
 .. literalinclude:: ./data/full_solar_system_out.txt
 
-.. image:: ./data/full_solar_system_hamiltonian.png
+.. image:: ../data/full_solar_system_hamiltonian.png
    :scale: 100 %
-.. image:: ./data/full_solar_system_positions.png
+.. image:: ../data/full_solar_system_positions.png
    :scale: 100 %
\ No newline at end of file
diff --git a/docs/source/tutorial/doc_step_1_B.rst b/docs/source/tutorial/doc_step_1_B.rst
index 99e2c25699..78a78c9a50 100644
--- a/docs/source/tutorial/doc_step_1_B.rst
+++ b/docs/source/tutorial/doc_step_1_B.rst
@@ -6,5 +6,5 @@ Results:
 
 .. literalinclude:: ./data/step_1_B_out.txt
 
-.. image:: ./data/step_1_accuracy_test_space.png
+.. image:: ../data/step_1_accuracy_test_space.png
    :scale: 50 %
\ No newline at end of file
diff --git a/docs/source/tutorial/doc_step_1_D.rst b/docs/source/tutorial/doc_step_1_D.rst
index 4d9fcdfae1..4c88e23cea 100644
--- a/docs/source/tutorial/doc_step_1_D.rst
+++ b/docs/source/tutorial/doc_step_1_D.rst
@@ -6,5 +6,5 @@ Results:
 
 .. literalinclude:: ./data/step_1_D_out.txt
 
-.. image:: ./data/step_1_accuracy_test_coll.png
+.. image:: ../data/step_1_accuracy_test_coll.png
    :scale: 50 %
\ No newline at end of file
diff --git a/docs/source/tutorial/doc_step_8_A.rst b/docs/source/tutorial/doc_step_8_A.rst
index c4178d1533..6a64afeeae 100644
--- a/docs/source/tutorial/doc_step_8_A.rst
+++ b/docs/source/tutorial/doc_step_8_A.rst
@@ -6,5 +6,5 @@ Results:
 
 .. literalinclude:: ./data/step_8_A_out.txt
 
-.. image:: ./data/step_8_residuals.png
+.. image:: ../data/step_8_residuals.png
    :scale: 50 %
\ No newline at end of file
diff --git a/docs/source/tutorial/doc_step_8_B.rst b/docs/source/tutorial/doc_step_8_B.rst
index e46e7d5bf9..fcf2bf420a 100644
--- a/docs/source/tutorial/doc_step_8_B.rst
+++ b/docs/source/tutorial/doc_step_8_B.rst
@@ -6,8 +6,8 @@ Results:
 
 .. literalinclude:: ./data/step_8_B_out.txt
 
-.. image:: ./data/step_8_residuals_mssdc_jac.png
+.. image:: ../data/step_8_residuals_mssdc_jac.png
    :scale: 50 %
 
-.. image:: ./data/step_8_residuals_mssdc_gs.png
+.. image:: ../data/step_8_residuals_mssdc_gs.png
    :scale: 50 %
\ No newline at end of file