Adds code to compute state summaries...

Scripts/DiscontinuedFiles/CreateSupplyTable.ipynb

@@ -34,8 +34,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "#Import libraries\n",
@@ -48,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -62,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -111,7 +113,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -213,28 +215,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "->Downloading runoff data for year 2000   ...**complete!**\n",
-      "->Downloading et data for year 2000   ...**complete!**\n",
-      "->Downloading precip data for year 2000   ...**complete!**\n",
-      "->Downloading soil data for year 2000   ...**complete!**\n",
-      "->Downloading runoff data for year 2005   ...**complete!**\n",
-      "->Downloading et data for year 2005   ...**complete!**\n",
-      "->Downloading precip data for year 2005   ...**complete!**\n",
-      "->Downloading soil data for year 2005   ...**complete!**\n",
-      "->Downloading runoff data for year 2010   ...**complete!**\n",
-      "->Downloading et data for year 2010   ...**complete!**\n",
-      "->Downloading precip data for year 2010   ...**complete!**\n",
-      "->Downloading soil data for year 2010   ...**complete!**\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "#Retrieve data frames for each sample year, using the function above\n",
     "df2000 = getSupplyData(2000)\n",
@@ -244,10 +227,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "collapsed": true
-   },
+   "execution_count": null,
+   "metadata": {},
    "outputs": [],
    "source": [
     "#Use the addFIPS function to add FIPS values to the table\n",
@@ -258,7 +239,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -270,7 +251,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -283,7 +264,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -304,7 +285,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -316,7 +297,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -328,7 +309,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -337,6 +318,67 @@
     "#Write the table to the file\n",
     "dfCounty.to_csv(outputFN,encoding='utf8',index=False)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dfCounty.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "#Summarize by state\n",
+    "dfState = dfCounty.groupby(('YEAR','STATEFIPS'))['Supply'].sum()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "stateSummary = dfState.unstack().T\n",
+    "stateSummary.to_csv('../../Data/StateSupply.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "import us"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "stateSummary.reset_index(inplace=True)\n",
+    "stateSummary['MGALperDay'] = stateSummary['STATEFIPS'].apply(lambda x: us.states.lookup(x))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "stateSummary[['MGALperDay',2000,2005,2010]].to_csv('../../Data/StateSupply.csv',index=False)"
+   ]
   }
  ],
  "metadata": {