diff --git a/Yun-Final-Assignment-2-Choropleth-Map.ipynb b/Yun-Final-Assignment-2-Choropleth-Map.ipynb
index 63f78c6..1d65bd1 100644
--- a/Yun-Final-Assignment-2-Choropleth-Map.ipynb
+++ b/Yun-Final-Assignment-2-Choropleth-Map.ipynb
@@ -3,7 +3,9 @@
{
"cell_type": "code",
"execution_count": 56,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
"outputs": [],
"source": [
"import pandas as pd\n",
@@ -13,7 +15,9 @@
{
"cell_type": "code",
"execution_count": 57,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
"outputs": [],
"source": [
"# import the data\n",
@@ -23,7 +27,9 @@
{
"cell_type": "code",
"execution_count": 58,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
"outputs": [],
"source": [
"# count crime numbers for each district\n",
@@ -35,7 +41,9 @@
{
"cell_type": "code",
"execution_count": 59,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
"outputs": [],
"source": [
"# reset index\n",
@@ -153,7 +161,9 @@
{
"cell_type": "code",
"execution_count": 61,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
"outputs": [],
"source": [
"# rename columns\n",
@@ -360,7 +370,9 @@
{
"cell_type": "code",
"execution_count": 64,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
"outputs": [],
"source": [
"# Read the json file\n",
@@ -396,23 +408,9 @@
},
{
"cell_type": "code",
- "execution_count": 66,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- ""
- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 66,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# San Francisco latitude and longitude values\n",
"latitude = 37.77\n",
@@ -428,7 +426,9 @@
{
"cell_type": "code",
"execution_count": 72,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
"outputs": [],
"source": [
"# create a plain world map\n",
@@ -437,23 +437,9 @@
},
{
"cell_type": "code",
- "execution_count": 73,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- ""
- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 73,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# generate choropleth map using the total crime numbers of each neighborhood of san francisco from 1980 to 2013\n",
"sf_map.choropleth(\n",
@@ -474,16 +460,18 @@
{
"cell_type": "code",
"execution_count": null,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
- "display_name": "Python",
+ "display_name": "Python 3",
"language": "python",
- "name": "conda-env-python-py"
+ "name": "python3"
},
"language_info": {
"codemirror_mode": {
@@ -495,7 +483,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.6.7"
+ "version": "3.6.3"
}
},
"nbformat": 4,