{"cells":[{"metadata":{},"cell_type":"markdown","source":"# Rising Sea Levels of New York City"},{"metadata":{},"cell_type":"markdown","source":"1. Introduction\n2. Mapping NYC Sea Level Trends\n3. Corporations and New York City on Sea Level Rise\n4. Flood Vulnerability Analysis\n5. Executive Summary and Future Work"},{"metadata":{},"cell_type":"markdown","source":"## 1. Introduction "},{"metadata":{},"cell_type":"markdown","source":"Global Sea levels are rising at an accelerating at an alarming rate all around the world, and the scientific community is in consensus that Global Warming is the major cause for this increase. \n\nSea level rise is caused primarily by two factors related to global warming: the added water from melting ice sheets and glaciers and the expansion of seawater as it warms. \n\nThe first graph tracks the change in mean sea level from 1870 to 2013 as observed by satellites.\n\nThe second graph is a boxplot showing the variability in mean sea levels over the past 3 Centuries."},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"!pip install area\n!pip install wordcloud\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\nimport seaborn as sns\nimport geopandas as gpd\nimport folium\nimport shapely.speedups\nfrom folium.plugins import FastMarkerCluster\nimport plotly.graph_objects as go # or plotly.express as px\nimport matplotlib.pyplot as plt\nimport plotly.express as px\n# import pandas_read_xml as pdx\nimport json\nimport math\nfrom area import area\nfrom sklearn import neighbors\nfrom wordcloud import WordCloud, STOPWORDS\nimport re \nfrom textblob import TextBlob \nfrom sklearn.feature_extraction.text import TfidfVectorizer,CountVectorizer\n\n\n\n# Offline mode\nfrom plotly.offline import init_notebook_mode\ninit_notebook_mode(connected=True)\nfrom plotly.offline import iplot as ip\n\nimport os\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"# Data for Global Sea Levels\ngsl = pd.read_csv('../input/sea-level-change/sea_levels_2015.csv', error_bad_lines=False)\n\n# CDC Corporte Climate Change Data\ncorp20 = pd.read_csv('../input/cdp-unlocking-climate-solutions/Corporations/Corporations Responses/Climate Change/2020_Full_Climate_Change_Dataset.csv')\ncorp19 = pd.read_csv('../input/cdp-unlocking-climate-solutions/Corporations/Corporations Responses/Climate Change/2019_Full_Climate_Change_Dataset.csv')\ncorp18 = pd.read_csv('../input/cdp-unlocking-climate-solutions/Corporations/Corporations Responses/Climate Change/2018_Full_Climate_Change_Dataset.csv')\n\ncorp_meta = pd.read_csv(\"../input/cdp-unlocking-climate-solutions/Supplementary Data/Locations of Corporations/NA_HQ_public_data.csv\")\ncorp20_dis = pd.read_csv('../input/cdp-unlocking-climate-solutions/Corporations/Corporations Disclosing/Climate Change/2020_Corporates_Disclosing_to_CDP_Climate_Change.csv')\ncorp20_dis = corp20_dis[['account_number', 'organization', 'country', 'primary_activity', 'primary_sector', 'primary_industry']]\n\ncorp20 = pd.merge(left=corp20, right=corp_meta,  left_on=['account_number'], right_on = ['account_number'])\ncorp20_dis = pd.merge(left=corp20_dis, right=corp_meta,  left_on=['account_number'], right_on = ['account_number'])","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"# Global Sea Level\ngsl_data = go.Scatter(x=gsl['Time'],y=gsl['GMSL'])\ngsl_data_1 = go.Scatter(x=gsl['Time'],y=gsl['GMSL uncertainty'])\n\nlayout = go.Layout(title='Rising Global Sea Levels', title_x=0.5, xaxis=dict(title='Year'),yaxis=dict(title='Global Mean Sea Level (GMSL) (mm)'),template='plotly_dark')\nfig = go.Figure(layout=layout)\nfig.add_trace(go.Scatter(\n   x=gsl['Time'],y=gsl['GMSL'],\n    name=\"GMSL\"\n))\nfig.add_trace(go.Scatter(\n   x=gsl['Time'],y=gsl['GMSL uncertainty'],\n    name=\"GMSL Uncertainty\"\n))\nip(fig)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"gsl[\"Year\"] = gsl[\"Time\"].str.slice(start=0, stop=4, step=1)# sns.boxplot(data=gsl, x=\"Century\", y=\"GMSL\");\ngsl['Year'] = gsl['Year'].astype(int)\nyears = gsl['Year'].tolist()\ndef centuryFromYear(year):\n    return (year + 99) // 100\nCentury = list(map(centuryFromYear, years))\ngsl['Century'] = Century","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"# df = px.data.tips()\nfig = px.box(gsl, x=\"Century\", y=\"GMSL\", template='plotly_dark')\nfig.show()","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## 2. Tracking NYC Sea Level Trends "},{"metadata":{},"cell_type":"markdown","source":"Higher sea levels equate to more and higher coastal floods and New York City is at a particularly high risk. The New York City Panel on Climate Change has found that in the worst case there is a **3-in-4 chance of historically unprecedented coastal flooding in New York City by 2100** and in the best case scenario, given that the human race miraculously decreases their CO2 emissions, there is a 1-in-10 chance of the same.\n\nSea Level rise has already increased the likelihood of extreme flooding in **Lower Manhattan – flooding high enough to seriously threaten the subway system – by 50%.**\n\nThe map below is the 500-Year Floodplain for the 2050s based on FEMA's Preliminary Work Map data and the New York Panel on Climate Change's 90th Percentile Projects for Sea-Level Rise (31 inches). Data Provided by the Mayor's Office of Long-Term Planning and Sustainability (OLTPS) on behalf of CUNY Institute for Sustainable Cities (CISC) and the New York Panel on Climate Change (NPCC). \n\nThe blue are represents land that is projected to be underwater in 2050"},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"rise = gpd.read_file('../input/new-york-city-sea-level-rise-map/Sea Level Rise NYC.geojson')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"m = folium.Map(location=[40.8990, -73.8885], zoom_start=9)\nfolium.GeoJson(\n    rise,\n    name='geojson',\n).add_to(m)\nfolium.LayerControl().add_to(m)\nm","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"120 square miles of land lie less than 6 feet above the high tide line in New York, the height of a statistically extreme flood. This land is home to nearly half a million New Yorkers, 21% of whom live in just three zip codes. $101 billion in property value sits on the same land, as do more than 1,500 miles of road, 1,200 EPA-listed sites, and 100 public schools.\n\nThese numbers nearly double when assessed at 9 feet above the high tide line – Sandy’s peak flood elevation as measured at the Battery in New York City. In Brooklyn and Manhattan, the most socially vulnerable populations are, respectively, about 30% and 80% more likely than the population as a whole to be flooded at this level."},{"metadata":{},"cell_type":"markdown","source":""},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"df = pd.read_csv('../input/nyc-data/New_York_City_Population_By_Neighborhood_Tabulation_Areas.csv')\nnycmap = json.load(open(\"../input/nyc-data/nyc_neighborhoods.geojson.json\"))","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"d = {}\nneighborhood = nycmap[\"features\"]\nfor n in neighborhood:\n    code = n[\"properties\"][\"ntacode\"]\n    a = area(n[\"geometry\"])/(1609*1609)\n    d[code] = a\n\ndf[\"area\"] = df[\"NTA Code\"].map(d)\ndf = df.dropna(subset=[\"area\"])\ndf[\"density\"] = df[\"Population\"]/df[\"area\"]\n\nfig = px.choropleth_mapbox(df,\n                           geojson=nycmap,\n                           locations=\"NTA Code\",\n                           featureidkey=\"properties.ntacode\",\n                           color=\"density\",\n                           color_continuous_scale=\"viridis\",\n                           mapbox_style=\"carto-positron\",\n                           zoom=9, center={\"lat\": 40.7, \"lon\": -73.9},\n                           opacity=0.7,\n                           hover_name=\"NTA Name\", \n                           title=\"Population Density of NYC\",\n                           template='plotly_dark'\n                           )\nfig.show()","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"As shown below, 120 square miles of land lie less than 6 feet above the high tide line in New York, the height of a statistically extreme flood. This land is home to nearly half a million New Yorkers, 21% of whom live in just three zip codes. $101 billion in property value sits on the same land, as do more than 1,500 miles of road, 1,200 EPA-listed sites, and 100 public schools.\n\nThese numbers nearly double when assessed at 9 feet above the high tide line – Sandy’s peak flood elevation as measured at the Battery in New York City. In Brooklyn and Manhattan, the most socially vulnerable populations are, respectively, about 30% and 80% more likely than the population as a whole to be flooded at this level."},{"metadata":{},"cell_type":"markdown","source":"![](data:image/png;base64,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)"},{"metadata":{},"cell_type":"markdown","source":"## 3. Corporations and New York City on flooding"},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"NY_corp_dis = corp20_dis[(corp20_dis['survey_name'] == 'Climate Change 2020') & (corp20_dis['address_city'] == 'New York')]","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"#ax = sns.countplot(y=\"primary_sector\", data=NY_corp_dis).set(title='Primary sectors of corporations in New York', ylabel='')\nfig = px.bar(NY_corp_dis, x=NY_corp_dis['primary_sector'].value_counts().index, \n             y=NY_corp_dis['primary_sector'].value_counts().values,\n             height=400,\n            template='plotly_dark', \n            title=\"Primary Industries in NYC\")\n\nfig.show()","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Finding the biggest hazards for the city and corporations"},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"# Getting all New York City specific corporations\n\nnyc_corp20 = corp20[(corp20[\"address_city\"] == 'New York') & (corp20[\"survey_name\"] == 'Climate Change 2020')]\nnyc_corp19 = corp20[(corp20[\"address_city\"] == 'New York') & (corp20[\"survey_name\"] == 'Climate Change 2019')]\nnyc_corp18 = corp20[(corp20[\"address_city\"] == 'New York') & (corp20[\"survey_name\"] == 'Climate Change 2018')]","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"# (C2.3) Have you identified any inherent climate-related risks with the potential to have a \n# substantive financial or strategic impact on your business?\n\n# New York City in 2020\nresponses20_2_3 = pd.DataFrame()\nresponses20_2_3[\"organization\"] = nyc_corp20[nyc_corp20[\"question_number\"] == 'C2.3'][\"organization_x\"]\nresponses20_2_3[\"response_to_2.3\"] = nyc_corp20[nyc_corp20[\"question_number\"] == 'C2.3'][\"response_value\"]\nresponses20_2_3 = responses20_2_3.drop_duplicates()\nresponse20_rate = sum(responses20_2_3[\"response_to_2.3\"].value_counts().values)/len(responses20_2_3[\"organization\"])*100\nresponse20_rate_yes = responses20_2_3[\"response_to_2.3\"].value_counts().values[0]/len(responses20_2_3[\"organization\"])*100\nresponse20_rate_no = responses20_2_3[\"response_to_2.3\"].value_counts().values[1]/len(responses20_2_3[\"organization\"])*100\nresponse20_rate_nan = 100 - (response20_rate_yes + response20_rate_no)\n\nx = ['Yes', 'No', 'No Response']\ny = [responses20_2_3[\"response_to_2.3\"].value_counts().values[0], \n     responses20_2_3[\"response_to_2.3\"].value_counts().values[1], \n     len(responses20_2_3[\"organization\"]) - (responses20_2_3[\"response_to_2.3\"].value_counts().values[0] + responses20_2_3[\"response_to_2.3\"].value_counts().values[1])]\n\nfig = go.Figure(data=[go.Bar(x=x, y=y,\n                             hovertext=[str(round(response20_rate_yes, 2))+'%', str(round(response20_rate_no, 2))+'%', str(round(response20_rate_nan, 2))+'%'], \n                             text=y,\n                             textposition='auto',\n                            )])\nfig.update_layout(title_text=\"New York Organizations that identified climate-related risks to their business in 2020\",template='plotly_dark')\nfig.show()\n\n# New York City in 2019\nresponses19_2_3 = pd.DataFrame()\nresponses19_2_3[\"organization\"] = nyc_corp19[nyc_corp19[\"question_number\"] == 'C2.3'][\"organization_x\"]\nresponses19_2_3[\"response_to_2.3\"] = nyc_corp19[nyc_corp19[\"question_number\"] == 'C2.3'][\"response_value\"]\nresponses19_2_3 = responses19_2_3.drop_duplicates()\nresponse19_rate = sum(responses19_2_3[\"response_to_2.3\"].value_counts().values)/len(responses19_2_3[\"organization\"])*100\nresponse19_rate_yes = responses19_2_3[\"response_to_2.3\"].value_counts().values[0]/len(responses19_2_3[\"organization\"])*100\nresponse19_rate_no = responses19_2_3[\"response_to_2.3\"].value_counts().values[1]/len(responses19_2_3[\"organization\"])*100\nresponse19_rate_nan = 100 - (response19_rate_yes + response19_rate_no)\n\nx = ['Yes', 'No', 'No Response']\ny = [responses19_2_3[\"response_to_2.3\"].value_counts().values[0], \n     responses19_2_3[\"response_to_2.3\"].value_counts().values[1], \n     len(responses19_2_3[\"organization\"]) - (responses19_2_3[\"response_to_2.3\"].value_counts().values[0] + responses19_2_3[\"response_to_2.3\"].value_counts().values[1])]\n\nfig = go.Figure(data=[go.Bar(x=x, y=y,\n                             hovertext=[str(round(response19_rate_yes, 2))+'%', str(round(response19_rate_no, 2))+'%', str(round(response19_rate_nan, 2))+'%'], \n                             text=y,\n                             textposition='auto',\n                            )])\nfig.update_layout(title_text=\"New York Organizations that identified climate-related risks to their business in 2019\", template='plotly_dark')\nfig.show()\n\n# New York City in 2018\nresponses18_2_3 = pd.DataFrame()\nresponses18_2_3[\"organization\"] = nyc_corp18[nyc_corp18[\"question_number\"] == 'C2.3'][\"organization_x\"]\nresponses18_2_3[\"response_to_2.3\"] = nyc_corp18[nyc_corp18[\"question_number\"] == 'C2.3'][\"response_value\"]\nresponses18_2_3 = responses18_2_3.drop_duplicates()\nresponse18_rate = sum(responses18_2_3[\"response_to_2.3\"].value_counts().values)/len(responses18_2_3[\"organization\"])*100\nresponse18_rate_yes = responses18_2_3[\"response_to_2.3\"].value_counts().values[0]/len(responses18_2_3[\"organization\"])*100\nresponse18_rate_no = responses18_2_3[\"response_to_2.3\"].value_counts().values[1]/len(responses18_2_3[\"organization\"])*100\nresponse18_rate_nan = 100 - (response18_rate_yes + response18_rate_no)\n\nx = ['Yes', 'No', 'No Response']\ny = [responses18_2_3[\"response_to_2.3\"].value_counts().values[0], \n     responses18_2_3[\"response_to_2.3\"].value_counts().values[1], \n     len(responses18_2_3[\"organization\"]) - (responses18_2_3[\"response_to_2.3\"].value_counts().values[0] + responses18_2_3[\"response_to_2.3\"].value_counts().values[1])]\n\nfig = go.Figure(data=[go.Bar(x=x, y=y,\n                             hovertext=[str(round(response18_rate_yes, 2))+'%', str(round(response18_rate_no, 2))+'%', str(round(response18_rate_nan, 2))+'%'], \n                             text=y,\n                             textposition='auto',\n                            )])\nfig.update_layout(title_text=\"New York Organizations that identified climate-related risks to their business in 2018\", template='plotly_dark')\nfig.show()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"# Getting all USA specific corporations\n\nusa_corp20 = corp20[(corp20['hq_country']=='United States of America') & (corp20[\"survey_name\"] == 'Climate Change 2020')]\nusa_corp19 = corp20[(corp20['hq_country']=='United States of America') & (corp20[\"survey_name\"] == 'Climate Change 2019')]\nusa_corp18 = corp20[(corp20['hq_country']=='United States of America') & (corp20[\"survey_name\"] == 'Climate Change 2018')]","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"# USA in 2020\nusa_responses20_2_3 = pd.DataFrame()\nusa_responses20_2_3[\"organization\"] = usa_corp20[usa_corp20[\"question_number\"] == 'C2.3'][\"organization_x\"]\nusa_responses20_2_3[\"response_to_2.3\"] = usa_corp20[usa_corp20[\"question_number\"] == 'C2.3'][\"response_value\"]\nusa_responses20_2_3 = usa_responses20_2_3.drop_duplicates()\nusa_response20_rate = sum(usa_responses20_2_3[\"response_to_2.3\"].value_counts().values)/len(usa_responses20_2_3[\"organization\"])*100\nusa_response20_rate_yes = usa_responses20_2_3[\"response_to_2.3\"].value_counts().values[0]/len(usa_responses20_2_3[\"organization\"])*100\nusa_response20_rate_no = usa_responses20_2_3[\"response_to_2.3\"].value_counts().values[1]/len(usa_responses20_2_3[\"organization\"])*100\nusa_response20_rate_nan = 100 - (usa_response20_rate_yes + usa_response20_rate_no)\n\nx = ['Yes', 'No', 'No Response']\ny = [usa_responses20_2_3[\"response_to_2.3\"].value_counts().values[0], \n     usa_responses20_2_3[\"response_to_2.3\"].value_counts().values[1], \n     len(usa_responses20_2_3[\"organization\"]) - (usa_responses20_2_3[\"response_to_2.3\"].value_counts().values[0] + usa_responses20_2_3[\"response_to_2.3\"].value_counts().values[1])]\n\nfig = go.Figure(data=[go.Bar(x=x, y=y,\n                             hovertext=[str(round(usa_response20_rate_yes, 2))+'%', str(round(usa_response20_rate_no, 2))+'%', str(round(usa_response20_rate_nan, 2))+'%'], \n                             text=y,\n                             textposition='auto',\n                            )])\nfig.update_layout(title_text=\"USA Organizations that identified climate-related risks to their business in 2020\", template='plotly_dark')\nfig.show()\n\n# USA in 2019\nusa_responses19_2_3 = pd.DataFrame()\nusa_responses19_2_3[\"organization\"] = usa_corp20[usa_corp20[\"question_number\"] == 'C2.3'][\"organization_x\"]\nusa_responses19_2_3[\"response_to_2.3\"] = usa_corp20[usa_corp20[\"question_number\"] == 'C2.3'][\"response_value\"]\nusa_responses19_2_3 = usa_responses19_2_3.drop_duplicates()\nusa_response19_rate = sum(usa_responses19_2_3[\"response_to_2.3\"].value_counts().values)/len(usa_responses19_2_3[\"organization\"])*100\nusa_response19_rate_yes = usa_responses19_2_3[\"response_to_2.3\"].value_counts().values[0]/len(usa_responses19_2_3[\"organization\"])*100\nusa_response19_rate_no = usa_responses19_2_3[\"response_to_2.3\"].value_counts().values[1]/len(usa_responses19_2_3[\"organization\"])*100\nusa_response19_rate_nan = 100 - (usa_response19_rate_yes + usa_response19_rate_no)\n\nx = ['Yes', 'No', 'No Response']\ny = [usa_responses19_2_3[\"response_to_2.3\"].value_counts().values[0], \n     usa_responses19_2_3[\"response_to_2.3\"].value_counts().values[1], \n     len(usa_responses19_2_3[\"organization\"]) - (usa_responses19_2_3[\"response_to_2.3\"].value_counts().values[0] + usa_responses19_2_3[\"response_to_2.3\"].value_counts().values[1])]\n\nfig = go.Figure(data=[go.Bar(x=x, y=y,\n                             hovertext=[str(round(usa_response19_rate_yes, 2))+'%', str(round(usa_response19_rate_no, 2))+'%', str(round(usa_response19_rate_nan, 2))+'%'], \n                             text=y,\n                             textposition='auto',\n                            )])\nfig.update_layout(title_text=\"USA Organizations that identified climate-related risks to their business in 2019\", template='plotly_dark')\nfig.show()\n\n# USA in 2018\nusa_responses18_2_3 = pd.DataFrame()\nusa_responses18_2_3[\"organization\"] = usa_corp18[usa_corp18[\"question_number\"] == 'C2.3'][\"organization_x\"]\nusa_responses18_2_3[\"response_to_2.3\"] = usa_corp18[usa_corp18[\"question_number\"] == 'C2.3'][\"response_value\"]\nusa_responses18_2_3 = usa_responses18_2_3.drop_duplicates()\nusa_response18_rate = sum(usa_responses18_2_3[\"response_to_2.3\"].value_counts().values)/len(usa_responses18_2_3[\"organization\"])*100\nusa_response18_rate_yes = usa_responses18_2_3[\"response_to_2.3\"].value_counts().values[0]/len(usa_responses18_2_3[\"organization\"])*100\nusa_response18_rate_no = usa_responses18_2_3[\"response_to_2.3\"].value_counts().values[1]/len(usa_responses18_2_3[\"organization\"])*100\nusa_response18_rate_nan = 100 - (usa_response18_rate_yes + usa_response18_rate_no)\n\nx = ['Yes', 'No', 'No Response']\ny = [usa_responses18_2_3[\"response_to_2.3\"].value_counts().values[0], \n     usa_responses18_2_3[\"response_to_2.3\"].value_counts().values[1], \n     len(usa_responses18_2_3[\"organization\"]) - (usa_responses18_2_3[\"response_to_2.3\"].value_counts().values[0] + usa_responses18_2_3[\"response_to_2.3\"].value_counts().values[1])]\n\nfig = go.Figure(data=[go.Bar(x=x, y=y,\n                             hovertext=[str(round(usa_response18_rate_yes, 2))+'%', str(round(usa_response18_rate_no, 2))+'%', str(round(usa_response18_rate_nan, 2))+'%'], \n                             text=y,\n                             textposition='auto',\n                            )])\nfig.update_layout(title_text=\"USA Organizations that identified climate-related risks to their business in 2018\", template='plotly_dark')\nfig.show()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"years=['Yes', 'No', 'No Response']\n\nfig = go.Figure(data=[\n    go.Bar(name='2018', x=years, y=[response18_rate_yes, response18_rate_no, response18_rate_nan]),\n    go.Bar(name='2019', x=years, y=[response19_rate_yes, response19_rate_no, response19_rate_nan]),\n    go.Bar(name='2020', x=years, y=[response20_rate_yes, response20_rate_no, response20_rate_nan])\n])\n\nfig.update_layout(barmode='group',\n                 title_text=\"New York Organizations that identified climate-related risks to their business over time\", template='plotly_dark')\nfig.show()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":false},"cell_type":"code","source":"years=['Yes', 'No', 'No Response']\n\nfig = go.Figure(data=[\n    go.Bar(name='2018', x=years, y=[usa_response18_rate_yes, usa_response18_rate_no, usa_response18_rate_nan]),\n    go.Bar(name='2019', x=years, y=[usa_response19_rate_yes, usa_response19_rate_no, usa_response19_rate_nan]),\n    go.Bar(name='2020', x=years, y=[usa_response20_rate_yes, usa_response20_rate_no, usa_response20_rate_nan])\n])\n\nfig.update_layout(barmode='group',\n                 title_text=\"USA Organizations that identified climate-related risks to their business over time\", template='plotly_dark')\nfig.show()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"corps_df = pd.read_csv('../input/nyc-corp20/nyc_corp20 .csv')\ncorps_df = corps_df[['organization_x', 'LATITUDE', 'LONGITUDE']]\ncorps_df = corps_df.drop_duplicates()","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## 4. Flood Vulnerability Analysis"},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"corps_gdf = gpd.GeoDataFrame(\n    corps_df, geometry=gpd.points_from_xy(corps_df.LONGITUDE, corps_df.LATITUDE))","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"locations = corps_df[['LATITUDE', 'LONGITUDE']]\nlocationlist = locations.values.tolist()","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Corporations which are projected to be directly affected by rising sea levels."},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"corps_affected = gpd.sjoin(corps_gdf, rise, how=\"inner\", op=\"within\")\ncf = corps_affected[['organization_x']]\ncf.rename(columns = {'organization_x':'Corporation'}, inplace = True) \ncf","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"affected_list = corps_affected[['LATITUDE', 'LONGITUDE']]\naffected_locationlist = affected_list.values.tolist()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"affected_list = corps_affected[['LATITUDE', 'LONGITUDE']]\naffected_locationlist = affected_list.values.tolist()\nfor point in range(0, len(affected_locationlist)):\n    folium.Marker(affected_locationlist[point], popup=corps_affected['organization_x'].iloc[point]).add_to(m)\nm","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"corp_with_flood_mention = nyc_corp20[nyc_corp20['response_value'].str.contains('flood') == True]","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Corporations which mention phrases related to sea level rise in their responses"},{"metadata":{"trusted":true},"cell_type":"code","source":"flooddf = corp_with_flood_mention[['organization_x']].drop_duplicates()\nflooddf.rename(columns = {'organization_x':'Corporation'}, inplace = True) \nflooddf","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"flood_words = list(corp_with_flood_mention['response_value'].str.split(' '))","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"final_flood_words = []\nfor i in flood_words:\n    for word in i: \n        final_flood_words.append(word)\ncorps_flood = corp_with_flood_mention['organization_x'].value_counts().index\npd.Series(final_flood_words).value_counts()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-output":true,"_kg_hide-input":true},"cell_type":"code","source":"comment_words = '' \nstopwords = set(STOPWORDS) \n  \n# iterate through the csv file \nfor val in final_flood_words: \n      \n    # typecaste each val to string \n    val = str(val) \n  \n    # split the value \n    tokens = val.split() \n      \n    # Converts each token into lowercase \n    for i in range(len(tokens)): \n        tokens[i] = tokens[i].lower() \n      \n    comment_words += \" \".join(tokens)+\" \"\n  \nwordcloud = WordCloud(width = 800, height = 800, \n                background_color ='white', \n                stopwords = stopwords, \n                min_font_size = 10).generate(comment_words) \n  \n# plot the WordCloud image                        \nplt.figure(figsize = (8, 8), facecolor = None) \nplt.imshow(wordcloud) \nplt.axis(\"off\") \nplt.tight_layout(pad = 0) \n  \nplt.show() ","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-output":true,"_kg_hide-input":true},"cell_type":"code","source":"\ncountvectorizer = CountVectorizer(analyzer= 'word', stop_words='english')\ntfidfvectorizer = TfidfVectorizer(analyzer='word',stop_words= 'english')\n\n\ncount_wm = countvectorizer.fit_transform(final_flood_words)\ntfidf_wm = tfidfvectorizer.fit_transform(final_flood_words)\n\n\ncount_tokens = countvectorizer.get_feature_names()\ntfidf_tokens = tfidfvectorizer.get_feature_names()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"df_tfidfvect = pd.DataFrame(data = tfidf_wm.toarray(),columns = tfidf_tokens)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"print(\"\\nTD-IDF Vectorizer\\n\")\nvals = []\ncols = df_tfidfvect.columns\nfor i in cols:\n    vals.append(max(df_tfidfvect[i]))","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"tfidf_max = pd.DataFrame()\ntfidf_max[\"cols\"] = cols\ntfidf_max[\"vals\"] = vals","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"non_num = []\n\nfor i in tfidf_max['cols']:\n    if i.isalpha():\n        non_num.append(i)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"only_alpha = tfidf_max[tfidf_max['cols'].isin(non_num)]\nnew_list = only_alpha[only_alpha['vals'] > 0.90]","execution_count":null,"outputs":[]},{"metadata":{"trusted":true,"_kg_hide-input":true,"_kg_hide-output":true},"cell_type":"code","source":"sent = []\nfor r in final_flood_words:\n    analysis = TextBlob(r)\n    if analysis.sentiment.polarity > 0: \n        sent.append('positive') \n    elif analysis.sentiment.polarity == 0:\n        sent.append('neutral')\n    else:\n        sent.append('negative')","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Corporations views to rising sea levels"},{"metadata":{"trusted":true,"_kg_hide-input":true},"cell_type":"code","source":"pd.Series(sent).value_counts()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"markdown","source":"## 5. Executive Summary and Future Work"},{"metadata":{},"cell_type":"markdown","source":"In our analysis, we found that floods caused by increasing sea level are a serious concern for both corporations and the residents of New York City. At least 20% of the corporations would be directly affected by the floods in the coming hundred years and while 72.5% for the corporate respondees have mentioned about floods, it is important that they also take concrete steps to mitigate the risks. \n\nIn future, we would like to extend our work to study the risks shared between the NYC and the corporates and how their approaches to solve the challenges differ."},{"metadata":{"trusted":true},"cell_type":"code","source":"flooddf.to_csv('mycsvfile.csv',index=False)","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":4}