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diff --git a/.doctrees/api/index.doctree b/.doctrees/api/index.doctree
diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/.doctrees/examples/plot_grand_stats.doctree b/.doctrees/examples/plot_grand_stats.doctree
diff --git a/.doctrees/examples/plot_qc_hover.doctree b/.doctrees/examples/plot_qc_hover.doctree
diff --git a/.doctrees/examples/plot_qc_poss_vs_used.doctree b/.doctrees/examples/plot_qc_poss_vs_used.doctree
diff --git a/.doctrees/examples/sg_execution_times.doctree b/.doctrees/examples/sg_execution_times.doctree
diff --git a/.doctrees/index.doctree b/.doctrees/index.doctree
diff --git a/.doctrees/sg_execution_times.doctree b/.doctrees/sg_execution_times.doctree
diff --git a/.doctrees/userguide/index.doctree b/.doctrees/userguide/index.doctree
diff --git a/.doctrees/userguide/quickstart.doctree b/.doctrees/userguide/quickstart.doctree
diff --git a/_downloads/2d7f672373150348772abc90eb9d9e2d/plot_qc_poss_vs_used.zip b/_downloads/2d7f672373150348772abc90eb9d9e2d/plot_qc_poss_vs_used.zip
diff --git a/_downloads/6742944b67d4968c626afed6fdda4bcd/plot_qc_hover.zip b/_downloads/6742944b67d4968c626afed6fdda4bcd/plot_qc_hover.zip
diff --git a/_downloads/994e376499e59bb54fd692040f9da018/plot_grand_stats.zip b/_downloads/994e376499e59bb54fd692040f9da018/plot_grand_stats.zip
diff --git a/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip b/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip
diff --git a/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip b/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip
diff --git a/_sources/api/index.rst.txt b/_sources/api/index.rst.txt
@@ -1,3 +1,5 @@
+.. _api:
+
 =========
 API Guide
 =========

diff --git a/_sources/examples/plot_grand_stats.rst.txt b/_sources/examples/plot_grand_stats.rst.txt
@@ -635,7 +635,7 @@ for each type of observation.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.328 seconds)
+   **Total running time of the script:** (0 minutes 0.062 seconds)
 
 
 .. _sphx_glr_download_examples_plot_grand_stats.py:

diff --git a/_sources/examples/plot_qc_hover.rst.txt b/_sources/examples/plot_qc_hover.rst.txt
diff --git a/_sources/examples/plot_qc_poss_vs_used.rst.txt b/_sources/examples/plot_qc_poss_vs_used.rst.txt
@@ -717,7 +717,7 @@ Find number of used versus possible observations
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.198 seconds)
+   **Total running time of the script:** (0 minutes 0.208 seconds)
 
 
 .. _sphx_glr_download_examples_plot_qc_poss_vs_used.py:

diff --git a/_sources/examples/sg_execution_times.rst.txt b/_sources/examples/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.787** total execution time for 3 files **from examples**:
+**00:00.529** total execution time for 3 files **from examples**:
 
 .. container::
 
@@ -32,12 +32,12 @@ Computation times
    * - Example
      - Time
      - Mem (MB)
-   * - :ref:`sphx_glr_examples_plot_grand_stats.py` (``plot_grand_stats.py``)
-     - 00:00.328
-     - 0.0
    * - :ref:`sphx_glr_examples_plot_qc_hover.py` (``plot_qc_hover.py``)
-     - 00:00.261
+     - 00:00.259
      - 0.0
    * - :ref:`sphx_glr_examples_plot_qc_poss_vs_used.py` (``plot_qc_poss_vs_used.py``)
-     - 00:00.198
+     - 00:00.208
+     - 0.0
+   * - :ref:`sphx_glr_examples_plot_grand_stats.py` (``plot_grand_stats.py``)
+     - 00:00.062
      - 0.0
diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
@@ -16,7 +16,9 @@ pyDARTdiags
     examples/index
     api/index
 
-pyDARTdiags is a Python library for observation space diagnostics for the Data Assimilation Research Testbed (`DART <https://github.com/NCAR/DART>`_).
+pyDARTdiags is a Python library for manipulating observation sequences 
+and calculating observation-space diagnostics for the Data Assimilation Research Testbed
+(`DART <https://github.com/NCAR/DART>`_).
 
 
 .. caution::
@@ -72,7 +74,7 @@ Contributing
 
 Contributions are welcome! If you have a feature request, bug report, or a suggestion, 
 please open an issue on our `GitHub repository <https://github.com/NCAR/pyDARTdiags>`_. 
-To learn more about contributing to pyDARTdiags, please see the `Developer's Guide <devel>`_.
+To learn more about contributing to pyDARTdiags, please see the :ref:`Developer's Guide <devel>`.
 
 License
 =======

diff --git a/_sources/sg_execution_times.rst.txt b/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.787** total execution time for 3 files **from all galleries**:
+**00:00.529** total execution time for 3 files **from all galleries**:
 
 .. container::
 
@@ -32,12 +32,12 @@ Computation times
    * - Example
      - Time
      - Mem (MB)
-   * - :ref:`sphx_glr_examples_plot_grand_stats.py` (``../examples/plot_grand_stats.py``)
-     - 00:00.328
-     - 0.0
    * - :ref:`sphx_glr_examples_plot_qc_hover.py` (``../examples/plot_qc_hover.py``)
-     - 00:00.261
+     - 00:00.259
      - 0.0
    * - :ref:`sphx_glr_examples_plot_qc_poss_vs_used.py` (``../examples/plot_qc_poss_vs_used.py``)
-     - 00:00.198
+     - 00:00.208
+     - 0.0
+   * - :ref:`sphx_glr_examples_plot_grand_stats.py` (``../examples/plot_grand_stats.py``)
+     - 00:00.062
      - 0.0