From b75e0d4889bdd258c46b22fbdd5d7c9924e7772f Mon Sep 17 00:00:00 2001 From: Iris Yoon Date: Tue, 15 Dec 2020 11:11:02 -0500 Subject: [PATCH] added wordcloud to visualize offense types for each bail type --- dashboard.ipynb | 213 ++++++++++++++++++++++++++++++++++++----------- requirements.txt | 1 + 2 files changed, 166 insertions(+), 48 deletions(-) diff --git a/dashboard.ipynb b/dashboard.ipynb index 706ef06..b9052ea 100644 --- a/dashboard.ipynb +++ b/dashboard.ipynb @@ -38,16 +38,7 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/anaconda3/lib/python3.6/site-packages/statsmodels/tools/_testing.py:19: FutureWarning: pandas.util.testing is deprecated. Use the functions in the public API at pandas.testing instead.\n", - " import pandas.util.testing as tm\n" - ] - } - ], + "outputs": [], "source": [ "import ast\n", "import datetime\n", @@ -66,6 +57,7 @@ "from scipy.stats import chi2_contingency, mannwhitneyu, wilcoxon\n", "from scipy.spatial.distance import pdist\n", "from scipy.spatial.distance import squareform\n", + "from wordcloud import WordCloud\n", "\n", "import plotly.express as px\n", "import plotly.graph_objs as go\n", @@ -243,6 +235,8 @@ " 'prelim_hearing_dt',\n", " 'prelim_hearing_time',\n", " 'public_defender',\n", + " 'race',\n", + " 'sex',\n", " 'statute',\n", " 'zip',\n", " 'zipcode_clean']" @@ -295,9 +289,9 @@ " bail_paid\n", " bail_date\n", " ...\n", - " arrest_dt\n", - " prelim_hearing_dt\n", " prelim_hearing_time\n", + " sex\n", + " race\n", " age\n", " public_defender\n", " zipcode_clean\n", @@ -321,9 +315,9 @@ " 0.0\n", " 2020-01-01\n", " ...\n", - " 2020-01-01\n", - " 2020-01-01\n", - " 2020-12-12 04:05:00\n", + " 2020-12-15 04:05:00\n", + " Male\n", + " White\n", " 25.0\n", " 0\n", " 19115\n", @@ -345,9 +339,9 @@ " 0.0\n", " 2020-01-01\n", " ...\n", - " 2020-01-01\n", - " 2020-01-01\n", - " 2020-12-12 04:07:00\n", + " 2020-12-15 04:07:00\n", + " Male\n", + " White\n", " 24.0\n", " 0\n", " 19134\n", @@ -369,9 +363,9 @@ " 0.0\n", " 2020-01-01\n", " ...\n", - " 2019-12-31\n", - " 2020-01-01\n", - " 2020-12-12 04:10:00\n", + " 2020-12-15 04:10:00\n", + " Male\n", + " Black\n", " 57.0\n", " 0\n", " 19131\n", @@ -393,9 +387,9 @@ " 0.0\n", " 2020-01-01\n", " ...\n", - " 2019-12-31\n", - " 2020-01-01\n", - " 2020-12-12 04:15:00\n", + " 2020-12-15 04:15:00\n", + " Male\n", + " Black\n", " 32.0\n", " 0\n", " 19121\n", @@ -417,9 +411,9 @@ " 0.0\n", " 2020-01-09\n", " ...\n", - " 2020-01-01\n", - " 2020-01-01\n", - " 2020-12-12 08:39:00\n", + " 2020-12-15 08:39:00\n", + " Male\n", + " Black\n", " 18.0\n", " 0\n", " 19135\n", @@ -430,7 +424,7 @@ " \n", " \n", "\n", - "

5 rows × 25 columns

\n", + "

5 rows × 27 columns

\n", "" ], "text/plain": [ @@ -462,28 +456,28 @@ "3 [assault, assault] Bernard, Francis X. \n", "4 [robbery, inchoate crimes, theft and related o... Pittman, Joffie C. III \n", "\n", - " bail_amount bail_paid bail_date ... arrest_dt prelim_hearing_dt \\\n", - "0 0.0 0.0 2020-01-01 ... 2020-01-01 2020-01-01 \n", - "1 0.0 0.0 2020-01-01 ... 2020-01-01 2020-01-01 \n", - "2 0.0 0.0 2020-01-01 ... 2019-12-31 2020-01-01 \n", - "3 30000.0 0.0 2020-01-01 ... 2019-12-31 2020-01-01 \n", - "4 30000.0 0.0 2020-01-09 ... 2020-01-01 2020-01-01 \n", + " bail_amount bail_paid bail_date ... prelim_hearing_time sex race \\\n", + "0 0.0 0.0 2020-01-01 ... 2020-12-15 04:05:00 Male White \n", + "1 0.0 0.0 2020-01-01 ... 2020-12-15 04:07:00 Male White \n", + "2 0.0 0.0 2020-01-01 ... 2020-12-15 04:10:00 Male Black \n", + "3 30000.0 0.0 2020-01-01 ... 2020-12-15 04:15:00 Male Black \n", + "4 30000.0 0.0 2020-01-09 ... 2020-12-15 08:39:00 Male Black \n", "\n", - " prelim_hearing_time age public_defender zipcode_clean philly_zipcode \\\n", - "0 2020-12-12 04:05:00 25.0 0 19115 1 \n", - "1 2020-12-12 04:07:00 24.0 0 19134 1 \n", - "2 2020-12-12 04:10:00 57.0 0 19131 1 \n", - "3 2020-12-12 04:15:00 32.0 0 19121 1 \n", - "4 2020-12-12 08:39:00 18.0 0 19135 1 \n", + " age public_defender zipcode_clean philly_zipcode bail_paid_YN \\\n", + "0 25.0 0 19115 1 no \n", + "1 24.0 0 19134 1 no \n", + "2 57.0 0 19131 1 no \n", + "3 32.0 0 19121 1 no \n", + "4 18.0 0 19135 1 no \n", "\n", - " bail_paid_YN bail_set_bin age_group \n", - "0 no None 18 to 25 \n", - "1 no None 18 to 25 \n", - "2 no None 50 to 57 \n", - "3 no 25k to 50k 26 to 33 \n", - "4 no 25k to 50k 18 to 25 \n", + " bail_set_bin age_group \n", + "0 None 18 to 25 \n", + "1 None 18 to 25 \n", + "2 None 50 to 57 \n", + "3 25k to 50k 26 to 33 \n", + "4 25k to 50k 18 to 25 \n", "\n", - "[5 rows x 25 columns]" + "[5 rows x 27 columns]" ] }, "execution_count": 8, @@ -1450,6 +1444,129 @@ "widgets.VBox([widgets.VBox([metric_types, window_sizes]), ma_fig])" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### WordCloud for visualizing offense types vs bail type" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "number of offense types: 38\n" + ] + } + ], + "source": [ + "offense_types = []\n", + "for i in range(df.shape[0]):\n", + " case_offense = df.at[i,'offense_type']\n", + " for item in case_offense:\n", + " if item not in offense_types:\n", + " offense_types.append(item)\n", + " \n", + "n_offense_type = len(offense_types)\n", + "print('number of offense types: ', n_offense_type)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "# add offense type as separate columns\n", + "df[offense_types] = 0\n", + "\n", + "# entry 1 if the particular offense type occured in the case\n", + "for i in range(df.shape[0]):\n", + " case_offense = df.at[i,'offense_type']\n", + " for item in case_offense: \n", + " for category in offense_types:\n", + " if item == category:\n", + " df.at[i, category] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# frequency of offense types for bail type\n", + "monetary_freq = df[df['bail_type'] == 'Monetary'][offense_types].sum(axis = 0).sort_values(ascending = False).to_dict()\n", + "ror_freq = df[df['bail_type'] == 'ROR'][offense_types].sum(axis = 0).sort_values(ascending = False).to_dict()\n", + "unsecured_freq = df[df['bail_type'] == 'Unsecured'][offense_types].sum(axis = 0).sort_values(ascending = False).to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "# for visualization purposes, change 'driving after imbibing alcohol or utilizing drugs' to 'DUI'\n", + "monetary_freq['DUI'] = monetary_freq['driving after imbibing alcohol or utilizing drugs']\n", + "ror_freq['DUI'] = ror_freq['driving after imbibing alcohol or utilizing drugs']\n", + "unsecured_freq['DUI'] = unsecured_freq['driving after imbibing alcohol or utilizing drugs']\n", + "del monetary_freq['driving after imbibing alcohol or utilizing drugs']\n", + "del ror_freq['driving after imbibing alcohol or utilizing drugs']\n", + "del unsecured_freq['driving after imbibing alcohol or utilizing drugs']" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "monetary_wordcloud = WordCloud(width = 800, height = 400, background_color ='white',\n", + " min_font_size = 5).generate_from_frequencies(monetary_freq) \n", + "ror_wordcloud = WordCloud(width = 800, height = 400, background_color ='white',\n", + " min_font_size = 5).generate_from_frequencies(ror_freq)\n", + "unsecured_wordcloud = WordCloud(width = 800, height = 400, background_color ='white',\n", + " min_font_size = 5).generate_from_frequencies(unsecured_freq)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(ncols = 3, figsize = (15,5))\n", + "ax[0].imshow(monetary_wordcloud)\n", + "ax[0].set_title('monetary')\n", + "ax[1].imshow(ror_wordcloud)\n", + "ax[1].set_title('ROR')\n", + "ax[2].imshow(unsecured_wordcloud)\n", + "ax[2].set_title('Unsecured')\n", + "for sub in ax.flat:\n", + " sub.axis(\"off\")\n", + "plt.tight_layout(pad = 0)\n", + "plt.show()" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -4260,7 +4377,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.4" + "version": "3.9.0" }, "varInspector": { "cols": { diff --git a/requirements.txt b/requirements.txt index 562dbc6..afffc54 100644 --- a/requirements.txt +++ b/requirements.txt @@ -67,3 +67,4 @@ traitlets==5.0.5 wcwidth==0.2.5 webencodings==0.5.1 widgetsnbextension==3.5.1 +wordcloud==1.8.1