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				@@ -6,11 +6,11 @@ 
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				     "collapsed": true 
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				    }, 
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				    "source": [ 
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				-    "## Birth Dates In The United States\n", 
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				+    "## Birth Dates in the United States\n", 
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				     "\n", 
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				-    "The raw data behind the story **Some People Are Too Superstitious To Have A Baby On Friday The 13th**, which you can read [here](http://fivethirtyeight.com/features/some-people-are-too-superstitious-to-have-a-baby-on-friday-the-13th/).\n", 
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				+    "Here is the raw data behind the story **Some People Are Too Superstitious to Have a Baby on Friday the 13th**, which you can read [here](http://fivethirtyeight.com/features/some-people-are-too-superstitious-to-have-a-baby-on-friday-the-13th/).\n", 
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				     "\n", 
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				-    "We'll be working with the data set from the Centers for Disease Control and Prevention's National National Center for Health Statistics.  The data set has the following structure:\n", 
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				+    "We'll be working with the dataset from the Centers for Disease Control and Prevention's National National Center for Health Statistics. The dataset has the following structure:\n", 
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				     "\n", 
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				     "- `year` - Year\n", 
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				     "- `month` - Month\n", 
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				@@ -22,9 +22,7 @@ 
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				   { 
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				    "cell_type": "code", 
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				    "execution_count": null, 
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				-   "metadata": { 
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				-    "collapsed": false 
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				-   }, 
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				+   "metadata": {}, 
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				    "outputs": [], 
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				    "source": [ 
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				     "f = open(\"births.csv\", 'r')\n", 
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				@@ -35,9 +33,7 @@ 
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				   { 
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				    "cell_type": "code", 
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				    "execution_count": null, 
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				-   "metadata": { 
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				-    "collapsed": false 
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				-   }, 
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				+   "metadata": {}, 
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				    "outputs": [], 
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				    "source": [ 
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				     "lines_list = text.split(\"\\n\")\n", 
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				@@ -47,9 +43,7 @@ 
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				   { 
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				    "cell_type": "code", 
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				    "execution_count": null, 
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				-   "metadata": { 
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				-    "collapsed": false 
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				-   }, 
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				+   "metadata": {}, 
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				    "outputs": [], 
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				    "source": [ 
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				     "data_no_header = lines_list[1:len(lines_list)]\n", 
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				@@ -72,7 +66,7 @@ 
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				  "metadata": { 
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				   "anaconda-cloud": {}, 
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				   "kernelspec": { 
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				-   "display_name": "Python [default]", 
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				+   "display_name": "Python 3", 
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				    "language": "python", 
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				    "name": "python3" 
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				   }, 
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				@@ -86,9 +80,9 @@ 
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				    "name": "python", 
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				    "nbconvert_exporter": "python", 
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				    "pygments_lexer": "ipython3", 
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				-   "version": "3.4.5" 
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				+   "version": "3.8.5" 
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				   } 
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				  }, 
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				  "nbformat": 4, 
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				- "nbformat_minor": 0 
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				+ "nbformat_minor": 1 
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				 } 
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