{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Ports Notebook\n", "\n", "The objective of this analysis is to examine the impact of the Red Sea Conflict on maritime trade statistics derived from AIS data. \n", "\n", "We process transit calls and estimated trade volume from the IMF's [PortWatch](https://portwatch.imf.org/) platform for key ports of interest. We then produce charts to inspect trends and calculate percentage changes from a historical baseline." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "\n", "Import libraries and define output paths to save graphs and tables." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "from os.path import join, exists\n", "\n", "import pandas as pd\n", "import geopandas as gpd\n", "\n", "import git\n", "import time\n", "\n", "git_repo = git.Repo(os.getcwd(), search_parent_directories=True)\n", "git_root = git_repo.git.rev_parse(\"--show-toplevel\")\n", "from red_sea_monitoring.utils import *\n", "\n", "# For plotting\n", "from plotnine import *\n", "from mizani.breaks import date_breaks\n", "from mizani.formatters import date_format, comma_format, percent_format\n", "import plotnine\n", "\n", "# plotnine.options.figure_size = (10, 8)\n", "plotnine.options.figure_size = (5, 4)\n", "\n", "output_dir = (\n", " r\"C:\\Users\\WB514197\\WBG\\Development Data Partnership - Red Sea Maritime Monitoring\"\n", ")\n", "charts_dir = join(git_root, \"reports\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ports" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# ports = get_ports()\n", "countries = [\"Egypt\", \"Yemen\", \"Djibouti\", \"Jordan\", \"Saudi Arabia\"]\n", "# ports_sel = ports.loc[ports.country.isin(countries)].copy()\n", "# ports_sel.sort_values(\"country\", inplace=True)\n", "# ports_sel.loc[:, \"geometry\"] = ports_sel.apply(lambda x: Point(x.lon, x.lat), axis=1)\n", "# ports_gdf = gpd.GeoDataFrame(ports_sel, geometry=\"geometry\", crs=\"EPSG:4326\")\n", "# ports_gdf.to_file(join(git_root, \"data\", \"ports_sel.geojson\"), driver='GeoJSON'))\n", "ports_red_sea = gpd.read_file(\n", " join(git_root, \"data\", \"red_sea_ports.geojson\"), driver=\"GeoJSON\"\n", ")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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countryportnameportid
0DjiboutiDjiboutiport294
1EgyptEl-Adabiyaport321
2EgyptSafagaport191
3EgyptNorth Ain Sukhna Portport828
4EgyptAs Suwaysport71
5JordanAl Aqabahport19
6Saudi ArabiaDuba Bulk Plant Tanker Terminalport305
7Saudi ArabiaRabighport1081
8Saudi ArabiaKing Fahd Portport570
9Saudi ArabiaDubaport304
10Saudi ArabiaYanbuport1408
11Saudi ArabiaJiddahport518
12Saudi ArabiaJiddah Oilport519
13YemenAl Mukallaport27
14YemenAl Ahmadiport18
15YemenAdenport9
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" ], "text/plain": [ " country portname portid\n", "0 Djibouti Djibouti port294\n", "1 Egypt El-Adabiya port321\n", "2 Egypt Safaga port191\n", "3 Egypt North Ain Sukhna Port port828\n", "4 Egypt As Suways port71\n", "5 Jordan Al Aqabah port19\n", "6 Saudi Arabia Duba Bulk Plant Tanker Terminal port305\n", "7 Saudi Arabia Rabigh port1081\n", "8 Saudi Arabia King Fahd Port port570\n", "9 Saudi Arabia Duba port304\n", "10 Saudi Arabia Yanbu port1408\n", "11 Saudi Arabia Jiddah port518\n", "12 Saudi Arabia Jiddah Oil port519\n", "13 Yemen Al Mukalla port27\n", "14 Yemen Al Ahmadi port18\n", "15 Yemen Aden port9" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ports_red_sea[[\"country\", \"portname\", \"portid\"]]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Map of Ports" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ports_red_sea[\n", " [\n", " \"geometry\",\n", " \"portname\",\n", " \"country\",\n", " \"vessel_count_total\",\n", " \"vessel_count_container\",\n", " \"vessel_count_dry_bulk\",\n", " \"vessel_count_general_cargo\",\n", " \"vessel_count_RoRo\",\n", " \"vessel_count_tanker\",\n", " \"industry_top1\",\n", " \"industry_top2\",\n", " \"industry_top3\",\n", " \"share_country_maritime_import\",\n", " \"share_country_maritime_export\",\n", " ]\n", "].explore(\n", " column=\"country\",\n", " cmap=\"Dark2\",\n", " marker_kwds={\"radius\": 7},\n", " tiles=\"Esri.WorldGrayCanvas\",\n", " legend_kwds={\"loc\": \"upper right\", \"caption\": \"Ports\"},\n", " # attribution = 'chec'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Trade Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pull trade data for selected locations." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "ports = list(ports_red_sea.portid)\n", "df_ports = get_port_data(ports)\n", "df_ports.to_csv(\n", " join(\n", " output_dir,\n", " \"data\",\n", " \"PortWatch-data\",\n", " f'ports_data_{time.strftime(\"%Y_%m_%d\")}.csv',\n", " ),\n", " index=False,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data Analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convert to Weekly" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(\n", " join(\n", " output_dir,\n", " \"data\",\n", " \"PortWatch-data\",\n", " f'ports_data_{time.strftime(\"%Y_%m_%d\")}.csv',\n", " )\n", ")\n", "df.date = pd.to_datetime(df.date)\n", "df = df.loc[df.date >= \"2019-01-01\"].copy()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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dateyearmonthdayportidportnamecountryISO3portcalls_containerportcalls_dry_bulk...import_cargoimportexport_containerexport_dry_bulkexport_general_cargoexport_roroexport_tankerexport_cargoexportObjectId
335982024-09-28 20:00:002024929port9AdenYemenYEM00...0.00.00.00.00.00.00.00.00.03227966
335992024-09-29 20:00:002024930port9AdenYemenYEM00...0.00.00.00.00.00.00.00.00.03227967
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" ], "text/plain": [ " date year month day portid portname country ISO3 \\\n", "33598 2024-09-28 20:00:00 2024 9 29 port9 Aden Yemen YEM \n", "33599 2024-09-29 20:00:00 2024 9 30 port9 Aden Yemen YEM \n", "\n", " portcalls_container portcalls_dry_bulk ... import_cargo import \\\n", "33598 0 0 ... 0.0 0.0 \n", "33599 0 0 ... 0.0 0.0 \n", "\n", " export_container export_dry_bulk export_general_cargo export_roro \\\n", "33598 0.0 0.0 0.0 0.0 \n", "33599 0.0 0.0 0.0 0.0 \n", "\n", " export_tanker export_cargo export ObjectId \n", "33598 0.0 0.0 0.0 3227966 \n", "33599 0.0 0.0 0.0 3227967 \n", "\n", "[2 rows x 30 columns]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.tail(2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculate weekly sums." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "df = df[\n", " [\n", " \"portid\",\n", " \"portname\",\n", " \"portcalls_cargo\",\n", " \"portcalls_tanker\",\n", " \"portcalls\",\n", " \"import_cargo\",\n", " \"export_cargo\",\n", " \"import_tanker\",\n", " \"export_tanker\",\n", " \"import\",\n", " \"export\",\n", " \"date\",\n", " ]\n", "].copy()\n", "df_raw = df.copy()\n", "\n", "df = (\n", " df.groupby([\"portname\", \"portid\"])[\n", " [\n", " \"portcalls_cargo\",\n", " \"portcalls_tanker\",\n", " \"portcalls\",\n", " \"import_cargo\",\n", " \"export_cargo\",\n", " \"import_tanker\",\n", " \"export_tanker\",\n", " \"import\",\n", " \"export\",\n", " \"date\",\n", " ]\n", " ]\n", " .resample(\"W-Mon\", on=\"date\")\n", " .sum()\n", " .reset_index()\n", ")\n", "\n", "df.loc[:, \"ymd\"] = df.date.dt.strftime(\"%Y-%m-%d\")\n", "df.loc[:, \"w\"] = df.date.dt.strftime(\"%W\")" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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portnameportiddateportcalls_cargoportcalls_tankerportcallsimport_cargoexport_cargoimport_tankerexport_tankerimportexportymdw
0Adenport92019-01-07911067364.5590116774.8514560.00.067364.5590116774.8514562019-01-0701
1Adenport92019-01-1490957414.7296230.0000000.00.057414.7296230.0000002019-01-1402
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" ], "text/plain": [ " portname portid date portcalls_cargo portcalls_tanker portcalls \\\n", "0 Aden port9 2019-01-07 9 1 10 \n", "1 Aden port9 2019-01-14 9 0 9 \n", "\n", " import_cargo export_cargo import_tanker export_tanker import \\\n", "0 67364.559011 6774.851456 0.0 0.0 67364.559011 \n", "1 57414.729623 0.000000 0.0 0.0 57414.729623 \n", "\n", " export ymd w \n", "0 6774.851456 2019-01-07 01 \n", "1 0.000000 2019-01-14 02 " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.head(2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot Weekly Trade Volume" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# start_reference_date = \"2022-01-01\"\n", "conflict_date = \"2023-10-07\"\n", "crisis_date = \"2023-11-17\"" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "df_filt = df.loc[(df.date >= \"2023-01-01\")].copy()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "charts_by_port_dir = join(charts_dir, \"ports\")\n", "if not exists(charts_by_port_dir):\n", " os.makedirs(charts_by_port_dir, mode=0o777)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "start_reference_date = \"2022-01-01\"\n", "df_ref = df.loc[(df.date >= start_reference_date) & (df.date < conflict_date)].copy()\n", "df_ref = df_ref.groupby([\"portname\", \"portid\", \"w\"])[\n", " [\n", " \"portcalls_cargo\",\n", " \"portcalls_tanker\",\n", " \"portcalls\",\n", " \"import_cargo\",\n", " \"export_cargo\",\n", " \"import_tanker\",\n", " \"export_tanker\",\n", " \"import\",\n", " \"export\",\n", " ]\n", "].mean()\n", "df_ref.reset_index(inplace=True)\n", "df_ref.rename(\n", " columns={\n", " \"portcalls_cargo\": \"portcalls_cargo_ref\",\n", " \"portcalls_tanker\": \"portcalls_tanker_ref\",\n", " \"portcalls\": \"portcalls_ref\",\n", " \"import_cargo\": \"import_cargo_ref\",\n", " \"export_cargo\": \"export_cargo_ref\",\n", " \"import_tanker\": \"import_tanker_ref\",\n", " \"export_tanker\": \"export_tanker_ref\",\n", " \"import\": \"import_ref\",\n", " \"export\": \"export_ref\",\n", " },\n", " inplace=True,\n", ")\n", "df_filt = df_filt.merge(\n", " df_ref, on=[\"portname\", \"portid\", \"w\"], how=\"left\", validate=\"m:1\"\n", ")" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports\\estimated-trade-port9.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for 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"c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports\\estimated-trade-port1081.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports\\estimated-trade-port191.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports\\estimated-trade-port519.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports\\estimated-trade-port1408.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n" ] } ], "source": [ "for port_id in df_filt.portid.unique():\n", " port_info = ports_red_sea.loc[ports_red_sea.portid == port_id].iloc[0]\n", " country = port_info.country\n", " df_port = df_filt.loc[df_filt.portid == port_id].copy()\n", " df_port_copy = df_port.copy()\n", " port = df_port_copy.iloc[0].portname\n", " df_port = df_port.melt(\n", " id_vars=\"date\",\n", " value_vars=[\"import\", \"export\"],\n", " var_name=\"direction\",\n", " value_name=\"trade\",\n", " )\n", " df_port.loc[:, \"direction\"] = df_port.direction.str.capitalize()\n", " p0 = (\n", " ggplot(df_port_copy, aes(x=\"date\", y=\"import_ref\")) #\n", " + geom_bar(\n", " mapping=aes(x=\"date\", y=\"trade\", fill=\"direction\"),\n", " data=df_port,\n", " alpha=3 / 4,\n", " stat=\"identity\",\n", " position=\"dodge2\",\n", " )\n", " + geom_smooth(\n", " mapping=aes(x=\"date\", y=\"import_ref\"), color=\"#00BFC4\", size=1, alpha=3 / 4\n", " )\n", " + geom_smooth(\n", " mapping=aes(x=\"date\", y=\"export_ref\"), color=\"#F8766D\", size=1, alpha=3 / 4\n", " )\n", " + geom_vline(xintercept=conflict_date, linetype=\"dashed\", color=\"black\")\n", " + geom_vline(xintercept=crisis_date, linetype=\"dashed\", color=\"black\")\n", " + labs(\n", " x=\"\",\n", " y=\"\",\n", " subtitle=\"Metric Tons\",\n", " title=f\"Weekly Trade Volume - {port}, {country}\",\n", " fill=\"Trade Flow\",\n", " )\n", " + theme_minimal()\n", " + theme(\n", " text=element_text(family=\"Roboto\", size=13),\n", " plot_title=element_text(family=\"Roboto\", size=16, weight=\"bold\"),\n", " axis_text_x=element_text(rotation=45, hjust=1),\n", " legend_position=\"none\",\n", " )\n", " + scale_x_datetime(breaks=date_breaks(\"2 month\"), labels=date_format(\"%Y-%m\"))\n", " + scale_y_continuous(labels=comma_format())\n", " )\n", " # display(p0)\n", " p0.save(\n", " filename=join(charts_by_port_dir, f\"estimated-trade-{port_id}.jpeg\"), dpi=300\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Resample to Monthly" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "df = (\n", " df_raw.groupby([\"portname\", \"portid\"])[\n", " [\n", " \"portcalls_cargo\",\n", " \"portcalls_tanker\",\n", " \"portcalls\",\n", " \"import_cargo\",\n", " \"export_cargo\",\n", " \"import_tanker\",\n", " \"export_tanker\",\n", " \"import\",\n", " \"export\",\n", " \"date\",\n", " ]\n", " ]\n", " .resample(\"MS\", on=\"date\")\n", " .sum()\n", " .reset_index()\n", ")\n", "df.loc[:, \"ymd\"] = df.date.dt.strftime(\"%Y-%m-%d\")\n", "df.loc[:, \"m\"] = df.date.dt.strftime(\"%m\")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "df = df.loc[df.date < \"2024-10-01\"].copy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculate Reference Values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Periods\n", "- **Baseline**: 2021, 2022, 2023 (January 1st – October 6th)\n", "- **Middle East Conflict**: 2023 (October 7th - November 16th)\n", "- **Red Sea Crisis**: November 17th - January 31st, 2024" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "start_reference_date = \"2022-01-01\"\n", "conflict_date = \"2023-10-07\"\n", "crisis_date = \"2023-11-17\"" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "df_ref = df.loc[(df.date >= start_reference_date) & (df.date < conflict_date)].copy()\n", "df_ref = (\n", " df_ref.groupby([\"portid\", \"portname\", \"m\"])[\n", " [\n", " \"portcalls_cargo\",\n", " \"portcalls_tanker\",\n", " \"portcalls\",\n", " \"import_cargo\",\n", " \"export_cargo\",\n", " \"import_tanker\",\n", " \"export_tanker\",\n", " \"import\",\n", " \"export\",\n", " ]\n", " ]\n", " .mean()\n", " .reset_index()\n", ")\n", "df_ref.rename(\n", " columns={\n", " \"portcalls_cargo\": \"portcalls_cargo_ref\",\n", " \"portcalls_tanker\": \"portcalls_tanker_ref\",\n", " \"portcalls\": \"portcalls_ref\",\n", " \"import_cargo\": \"import_cargo_ref\",\n", " \"export_cargo\": \"export_cargo_ref\",\n", " \"import_tanker\": \"import_tanker_ref\",\n", " \"export_tanker\": \"export_tanker_ref\",\n", " \"import\": \"import_ref\",\n", " \"export\": \"export_ref\",\n", " },\n", " inplace=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Filter recent data (2023 onwards) and merge reference values." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "df_filt = df.loc[(df.date >= \"2023-01-01\")].copy()\n", "df_filt = df_filt.merge(\n", " df_ref, on=[\"portid\", \"portname\", \"m\"], how=\"left\", validate=\"m:1\"\n", ")" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "charts_by_port_dir = join(charts_dir, \"ports-ref-monthly\")\n", "if not exists(charts_by_port_dir):\n", " os.makedirs(charts_by_port_dir, mode=0o777)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot Monthly Trade Volume and Historical Average" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port9.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port321.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port19.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port27.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port18.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port71.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port294.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port304.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port305.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port828.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port518.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port570.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port1081.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port191.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port519.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 5 x 4 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\ports-ref-monthly\\estimated-trade-port1408.jpeg\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\stats\\smoothers.py:330: PlotnineWarning: Confidence intervals are not yet implemented for lowess smoothings.\n" ] } ], "source": [ "for port_id in df_filt.portid.unique():\n", " port_info = ports_red_sea.loc[ports_red_sea.portid == port_id].iloc[0]\n", " country = port_info.country\n", " df_port = df_filt.loc[df_filt.portid == port_id].copy()\n", " port = df_port.iloc[0].portname\n", " df_port_copy = df_port.copy()\n", " df_port = df_port.melt(\n", " id_vars=\"date\",\n", " value_vars=[\"import\", \"export\"],\n", " var_name=\"direction\",\n", " value_name=\"trade\",\n", " )\n", " df_port.loc[:, \"direction\"] = df_port.direction.str.capitalize()\n", " p1 = (\n", " ggplot(df_port_copy, aes(x=\"date\", y=\"import_ref\")) #\n", " + geom_bar(\n", " mapping=aes(x=\"date\", y=\"trade\", fill=\"direction\"),\n", " data=df_port,\n", " alpha=3 / 4,\n", " stat=\"identity\",\n", " position=\"dodge2\",\n", " ) # fill=\"lightblue\"\n", " + geom_smooth(\n", " mapping=aes(x=\"date\", y=\"import_ref\"), color=\"#00BFC4\", size=1, alpha=3 / 4\n", " )\n", " + geom_smooth(\n", " mapping=aes(x=\"date\", y=\"export_ref\"), color=\"#F8766D\", size=1, alpha=3 / 4\n", " )\n", " # + geom_line(aes(x=\"date\", y=\"export\"), alpha=1, color=\"darkred\")\n", " + geom_vline(xintercept=conflict_date, linetype=\"dashed\", color=\"black\")\n", " + geom_vline(xintercept=crisis_date, linetype=\"dashed\", color=\"black\")\n", " + labs(\n", " x=\"\",\n", " y=\"\",\n", " subtitle=\"Metric Tons\",\n", " title=f\"Monthly Trade Volume - {port}, {country}\",\n", " fill=\"Trade Flow\",\n", " )\n", " + theme_minimal()\n", " + theme(\n", " text=element_text(family=\"Roboto\", size=13),\n", " plot_title=element_text(family=\"Roboto\", size=16, weight=\"bold\"),\n", " axis_text_x=element_text(rotation=45, hjust=1),\n", " legend_position=\"none\",\n", " )\n", " + scale_x_datetime(breaks=date_breaks(\"2 month\"), labels=date_format(\"%Y-%m\"))\n", " + scale_y_continuous(labels=comma_format())\n", " # + scale_fill_brewer(type='qual', palette=1)\n", " )\n", " # display(p1)\n", " p1.save(\n", " filename=join(charts_by_port_dir, f\"estimated-trade-{port_id}.jpeg\"), dpi=300\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summary Statistics" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculate average values by port and time period." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('2023-10-07', '2023-11-17')" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "conflict_date, crisis_date" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "df.loc[:, \"period\"] = \"\"\n", "df.loc[\n", " (df.date >= start_reference_date) & (df.date < crisis_date), \"period\"\n", "] = \"Reference\"\n", "df.loc[\n", " (df.date >= conflict_date) & (df.date < crisis_date), \"period\"\n", "] = \"Middle East Conflict\"\n", "df.loc[(df.date >= crisis_date), \"period\"] = \"Red Sea Crisis\"\n", "df = df.merge(ports_red_sea[[\"portid\", \"country\"]], on=\"portid\")" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "df_agg = (\n", " df.loc[df.period != \"\"]\n", " .groupby([\"country\", \"portname\", \"period\"])[\n", " [\n", " \"import_cargo\",\n", " \"export_cargo\",\n", " \"import_tanker\",\n", " \"export_tanker\",\n", " \"import\",\n", " \"export\",\n", " ]\n", " ]\n", " .mean()\n", ")\n", "\n", "# change order of rows\n", "df_agg = df_agg.reindex(\n", " [\"Reference\", \"Middle East Conflict\", \"Red Sea Crisis\"], level=2\n", ")" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from itables import init_notebook_mode\n", "\n", "init_notebook_mode(all_interactive=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Table: Monthly Average Values by Time Period" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\WB514197\\AppData\\Local\\Temp\\ipykernel_6568\\528398492.py:2: FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead.\n" ] }, { "data": { "text/html": [ "
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Cargo ImportCargo ExportTanker ImportTanker ExportTotal ImportTotal Export
CountryPortPeriod
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\n" ], "text/plain": [ " Cargo Import \\\n", "Country Port Period \n", "Djibouti Djibouti Reference 479,090 \n", " Middle East Conflict 544,811 \n", " Red Sea Crisis 462,457 \n", "Egypt Al Adabiyah Reference 64,202 \n", " Middle East Conflict 82,129 \n", " Red Sea Crisis 36,745 \n", " As Suways Reference 5,452 \n", " Middle East Conflict 5,444 \n", " Red Sea Crisis 5,120 \n", " El Sokhna Reference 441,979 \n", " Middle East Conflict 478,687 \n", " Red Sea Crisis 391,339 \n", " Safaga Reference 80,013 \n", " Middle East Conflict 89,320 \n", " Red Sea Crisis 81,574 \n", "Jordan Al Aqabah Reference 528,045 \n", " Middle East Conflict 432,173 \n", " Red Sea Crisis 242,440 \n", "Saudi Arabia Duba Reference 11,670 \n", " Middle East Conflict 10,347 \n", " Red Sea Crisis 17,617 \n", " Duba Bulk Plant Tanker Terminal Reference 0 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 0 \n", " Jeddah Reference 1,112,810 \n", " Middle East Conflict 1,299,178 \n", " Red Sea Crisis 728,476 \n", " King Fahd Port Reference 69,139 \n", " Middle East Conflict 44,789 \n", " Red Sea Crisis 60,095 \n", " Rabigh Reference 70 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 2 \n", " Shoaiba Reference 0 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 0 \n", " Yanbu Reference 117,484 \n", " Middle East Conflict 106,580 \n", " Red Sea Crisis 114,025 \n", "Yemen Aden Reference 250,853 \n", " Middle East Conflict 163,033 \n", " Red Sea Crisis 133,704 \n", " Al Mukalla Reference 23,044 \n", " Middle East Conflict 17,033 \n", " Red Sea Crisis 10,512 \n", " Al-hudaydah Reference 140,766 \n", " Middle East Conflict 231,694 \n", " Red Sea Crisis 206,807 \n", "\n", " Cargo Export \\\n", "Country Port Period \n", "Djibouti Djibouti Reference 42,429 \n", " Middle East Conflict 51,676 \n", " Red Sea Crisis 85,886 \n", "Egypt Al Adabiyah Reference 121,943 \n", " Middle East Conflict 156,561 \n", " Red Sea Crisis 101,719 \n", " As Suways Reference 6,836 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 3,991 \n", " El Sokhna Reference 80,993 \n", " Middle East Conflict 160,396 \n", " Red Sea Crisis 97,867 \n", " Safaga Reference 78,764 \n", " Middle East Conflict 84,727 \n", " Red Sea Crisis 79,283 \n", "Jordan Al Aqabah Reference 383,985 \n", " Middle East Conflict 163,205 \n", " Red Sea Crisis 202,074 \n", "Saudi Arabia Duba Reference 14,970 \n", " Middle East Conflict 1,410 \n", " Red Sea Crisis 10,049 \n", " Duba Bulk Plant Tanker Terminal Reference 0 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 0 \n", " Jeddah Reference 458,135 \n", " Middle East Conflict 509,709 \n", " Red Sea Crisis 245,845 \n", " King Fahd Port Reference 126,918 \n", " Middle East Conflict 102,123 \n", " Red Sea Crisis 143,959 \n", " Rabigh Reference 5,336 \n", " Middle East Conflict 7,251 \n", " Red Sea Crisis 4,846 \n", " Shoaiba Reference 0 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 0 \n", " Yanbu Reference 79,499 \n", " Middle East Conflict 28,883 \n", " Red Sea Crisis 110,323 \n", "Yemen Aden Reference 8,901 \n", " Middle East Conflict 3,116 \n", " Red Sea Crisis 4,944 \n", " Al Mukalla Reference 1,944 \n", " Middle East Conflict 531 \n", " Red Sea Crisis 758 \n", " Al-hudaydah Reference 8,357 \n", " Middle East Conflict 13,412 \n", " Red Sea Crisis 6,687 \n", "\n", " Tanker Import \\\n", "Country Port Period \n", "Djibouti Djibouti Reference 162,229 \n", " Middle East Conflict 88,047 \n", " Red Sea Crisis 165,626 \n", "Egypt Al Adabiyah Reference 72,480 \n", " Middle East Conflict 92,911 \n", " Red Sea Crisis 69,057 \n", " As Suways Reference 1,732 \n", " Middle East Conflict 1,924 \n", " Red Sea Crisis 624 \n", " El Sokhna Reference 341,521 \n", " Middle East Conflict 539,944 \n", " Red Sea Crisis 504,837 \n", " Safaga Reference 93 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 84 \n", "Jordan Al Aqabah Reference 123,034 \n", " Middle East Conflict 104,484 \n", " Red Sea Crisis 60,400 \n", "Saudi Arabia Duba Reference 0 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 0 \n", " Duba Bulk Plant Tanker Terminal Reference 68,128 \n", " Middle East Conflict 24,267 \n", " Red Sea Crisis 47,329 \n", " Jeddah Reference 326,184 \n", " Middle East Conflict 367,002 \n", " Red Sea Crisis 410,811 \n", " King Fahd Port Reference 499,360 \n", " Middle East Conflict 288,440 \n", " Red Sea Crisis 564,671 \n", " Rabigh Reference 243,588 \n", " Middle East Conflict 215,946 \n", " Red Sea Crisis 572,243 \n", " Shoaiba Reference 333,134 \n", " Middle East Conflict 428,958 \n", " Red Sea Crisis 401,539 \n", " Yanbu Reference 9,126 \n", " Middle East Conflict 8,558 \n", " Red Sea Crisis 9,272 \n", "Yemen Aden Reference 41,758 \n", " Middle East Conflict 29,545 \n", " Red Sea Crisis 22,086 \n", " Al Mukalla Reference 8,466 \n", " Middle East Conflict 19,324 \n", " Red Sea Crisis 10,588 \n", " Al-hudaydah Reference 50,224 \n", " Middle East Conflict 69,360 \n", " Red Sea Crisis 21,272 \n", "\n", " Tanker Export \\\n", "Country Port Period \n", "Djibouti Djibouti Reference 12,894 \n", " Middle East Conflict 37,369 \n", " Red Sea Crisis 8,394 \n", "Egypt Al Adabiyah Reference 1,362 \n", " Middle East Conflict 157 \n", " Red Sea Crisis 1,598 \n", " As Suways Reference 5,541 \n", " Middle East Conflict 10,741 \n", " Red Sea Crisis 11,268 \n", " El Sokhna Reference 74,826 \n", " Middle East Conflict 33,503 \n", " Red Sea Crisis 49,992 \n", " Safaga Reference 0 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 0 \n", "Jordan Al Aqabah Reference 37,447 \n", " Middle East Conflict 36,724 \n", " Red Sea Crisis 23,338 \n", "Saudi Arabia Duba Reference 521 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 1,146 \n", " Duba Bulk Plant Tanker Terminal Reference 8,529 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 9,361 \n", " Jeddah Reference 26,981 \n", " Middle East Conflict 42,088 \n", " Red Sea Crisis 44,124 \n", " King Fahd Port Reference 2,403,290 \n", " Middle East Conflict 2,376,668 \n", " Red Sea Crisis 2,767,992 \n", " Rabigh Reference 348,899 \n", " Middle East Conflict 364,215 \n", " Red Sea Crisis 320,003 \n", " Shoaiba Reference 11,896 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 24,096 \n", " Yanbu Reference 330 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 1,664 \n", "Yemen Aden Reference 5,523 \n", " Middle East Conflict 3,172 \n", " Red Sea Crisis 944 \n", " Al Mukalla Reference 1,467 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 87 \n", " Al-hudaydah Reference 2,840 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 3,052 \n", "\n", " Total Import \\\n", "Country Port Period \n", "Djibouti Djibouti Reference 641,319 \n", " Middle East Conflict 632,858 \n", " Red Sea Crisis 628,083 \n", "Egypt Al Adabiyah Reference 136,683 \n", " Middle East Conflict 175,039 \n", " Red Sea Crisis 105,802 \n", " As Suways Reference 7,184 \n", " Middle East Conflict 7,368 \n", " Red Sea Crisis 5,744 \n", " El Sokhna Reference 783,499 \n", " Middle East Conflict 1,018,631 \n", " Red Sea Crisis 896,176 \n", " Safaga Reference 80,106 \n", " Middle East Conflict 89,320 \n", " Red Sea Crisis 81,658 \n", "Jordan Al Aqabah Reference 651,079 \n", " Middle East Conflict 536,656 \n", " Red Sea Crisis 302,840 \n", "Saudi Arabia Duba Reference 11,670 \n", " Middle East Conflict 10,347 \n", " Red Sea Crisis 17,617 \n", " Duba Bulk Plant Tanker Terminal Reference 68,128 \n", " Middle East Conflict 24,267 \n", " Red Sea Crisis 47,329 \n", " Jeddah Reference 1,438,994 \n", " Middle East Conflict 1,666,180 \n", " Red Sea Crisis 1,139,287 \n", " King Fahd Port Reference 568,499 \n", " Middle East Conflict 333,229 \n", " Red Sea Crisis 624,766 \n", " Rabigh Reference 243,658 \n", " Middle East Conflict 215,946 \n", " Red Sea Crisis 572,245 \n", " Shoaiba Reference 333,134 \n", " Middle East Conflict 428,958 \n", " Red Sea Crisis 401,539 \n", " Yanbu Reference 126,611 \n", " Middle East Conflict 115,139 \n", " Red Sea Crisis 123,298 \n", "Yemen Aden Reference 292,611 \n", " Middle East Conflict 192,578 \n", " Red Sea Crisis 155,789 \n", " Al Mukalla Reference 31,509 \n", " Middle East Conflict 36,357 \n", " Red Sea Crisis 21,100 \n", " Al-hudaydah Reference 190,989 \n", " Middle East Conflict 301,054 \n", " Red Sea Crisis 228,078 \n", "\n", " Total Export \n", "Country Port Period \n", "Djibouti Djibouti Reference 55,322 \n", " Middle East Conflict 89,045 \n", " Red Sea Crisis 94,281 \n", "Egypt Al Adabiyah Reference 123,305 \n", " Middle East Conflict 156,719 \n", " Red Sea Crisis 103,318 \n", " As Suways Reference 12,377 \n", " Middle East Conflict 10,741 \n", " Red Sea Crisis 15,259 \n", " El Sokhna Reference 155,819 \n", " Middle East Conflict 193,900 \n", " Red Sea Crisis 147,859 \n", " Safaga Reference 78,764 \n", " Middle East Conflict 84,727 \n", " Red Sea Crisis 79,283 \n", "Jordan Al Aqabah Reference 421,431 \n", " Middle East Conflict 199,929 \n", " Red Sea Crisis 225,412 \n", "Saudi Arabia Duba Reference 15,491 \n", " Middle East Conflict 1,410 \n", " Red Sea Crisis 11,194 \n", " Duba Bulk Plant Tanker Terminal Reference 8,529 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 9,361 \n", " Jeddah Reference 485,116 \n", " Middle East Conflict 551,796 \n", " Red Sea Crisis 289,969 \n", " King Fahd Port Reference 2,530,207 \n", " Middle East Conflict 2,478,791 \n", " Red Sea Crisis 2,911,951 \n", " Rabigh Reference 354,235 \n", " Middle East Conflict 371,466 \n", " Red Sea Crisis 324,849 \n", " Shoaiba Reference 11,896 \n", " Middle East Conflict 0 \n", " Red Sea Crisis 24,096 \n", " Yanbu Reference 79,829 \n", " Middle East Conflict 28,883 \n", " Red Sea Crisis 111,986 \n", "Yemen Aden Reference 14,424 \n", " Middle East Conflict 6,288 \n", " Red Sea Crisis 5,888 \n", " Al Mukalla Reference 3,411 \n", " Middle East Conflict 531 \n", " Red Sea Crisis 845 \n", " Al-hudaydah Reference 11,197 \n", " Middle East Conflict 13,412 \n", " Red Sea Crisis 9,739 " ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "table = df_agg.copy()\n", "table = table.applymap(lambda x: \"{:,.0f}\".format(x))\n", "table.rename(\n", " columns={\n", " \"import_cargo\": \"Cargo Import\",\n", " \"export_cargo\": \"Cargo Export\",\n", " \"import_tanker\": \"Tanker Import\",\n", " \"export_tanker\": \"Tanker Export\",\n", " \"import\": \"Total Import\",\n", " \"export\": \"Total Export\",\n", " },\n", " inplace=True,\n", ")\n", "table.index.names = [\"Country\", \"Port\", \"Period\"]\n", "table" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "countries = list(df.country.unique())\n", "df_agg_copy = df_agg.copy()\n", "res = []\n", "for country in countries:\n", " df_country = df_agg_copy.loc[(country), :].copy()\n", " aois = df_country.index.get_level_values(0).unique()\n", " for aoi in aois:\n", " df_sub = df_country.loc[(aoi), :].transpose().copy()\n", " df_sub.loc[:, \"Middle East Conflict\"] = (\n", " df_sub.loc[:, \"Middle East Conflict\"] - df_sub.loc[:, \"Reference\"]\n", " ) / df_sub.loc[:, \"Reference\"]\n", " df_sub.loc[:, \"Red Sea Crisis\"] = (\n", " df_sub.loc[:, \"Red Sea Crisis\"] - df_sub.loc[:, \"Reference\"]\n", " ) / df_sub.loc[:, \"Reference\"]\n", " df_sub2 = df_sub.transpose()\n", " df_sub2.drop(\"Reference\", inplace=True)\n", " df_sub2.loc[:, \"portname\"] = aoi\n", " df_sub2.loc[:, \"country\"] = country\n", " res.append(df_sub2)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "df_agg_pct = pd.concat(res)\n", "table2 = df_agg_pct.copy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Table: Monthly Average Values by Time Period, % Change from Baseline" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\WB514197\\AppData\\Local\\Temp\\ipykernel_6568\\1744506812.py:5: FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead.\n" ] }, { "data": { "text/html": [ "
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Cargo ImportCargo ExportTanker ImportTanker ExportTotal ImportTotal Export
CountryPortPeriod
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\n" ], "text/plain": [ " Cargo Import \\\n", "Country Port Period \n", "Yemen Aden Middle East Conflict -35.01% \n", " Red Sea Crisis -46.70% \n", " Al Mukalla Middle East Conflict -26.08% \n", " Red Sea Crisis -54.38% \n", " Al-hudaydah Middle East Conflict 64.60% \n", " Red Sea Crisis 46.92% \n", "Egypt Al Adabiyah Middle East Conflict 27.92% \n", " Red Sea Crisis -42.77% \n", " As Suways Middle East Conflict -0.14% \n", " Red Sea Crisis -6.09% \n", " El Sokhna Middle East Conflict 8.31% \n", " Red Sea Crisis -11.46% \n", " Safaga Middle East Conflict 11.63% \n", " Red Sea Crisis 1.95% \n", "Jordan Al Aqabah Middle East Conflict -18.16% \n", " Red Sea Crisis -54.09% \n", "Djibouti Djibouti Middle East Conflict 13.72% \n", " Red Sea Crisis -3.47% \n", "Saudi Arabia Duba Middle East Conflict -11.33% \n", " Red Sea Crisis 50.96% \n", " Duba Bulk Plant Tanker Terminal Middle East Conflict nan% \n", " Red Sea Crisis nan% \n", " Jeddah Middle East Conflict 16.75% \n", " Red Sea Crisis -34.54% \n", " King Fahd Port Middle East Conflict -35.22% \n", " Red Sea Crisis -13.08% \n", " Rabigh Middle East Conflict -100.00% \n", " Red Sea Crisis -97.10% \n", " Shoaiba Middle East Conflict nan% \n", " Red Sea Crisis nan% \n", " Yanbu Middle East Conflict -9.28% \n", " Red Sea Crisis -2.94% \n", "\n", " Cargo Export \\\n", "Country Port Period \n", "Yemen Aden Middle East Conflict -64.99% \n", " Red Sea Crisis -44.46% \n", " Al Mukalla Middle East Conflict -72.68% \n", " Red Sea Crisis -60.99% \n", " Al-hudaydah Middle East Conflict 60.50% \n", " Red Sea Crisis -19.98% \n", "Egypt Al Adabiyah Middle East Conflict 28.39% \n", " Red Sea Crisis -16.58% \n", " As Suways Middle East Conflict -100.00% \n", " Red Sea Crisis -41.62% \n", " El Sokhna Middle East Conflict 98.04% \n", " Red Sea Crisis 20.83% \n", " Safaga Middle East Conflict 7.57% \n", " Red Sea Crisis 0.66% \n", "Jordan Al Aqabah Middle East Conflict -57.50% \n", " Red Sea Crisis -47.37% \n", "Djibouti Djibouti Middle East Conflict 21.79% \n", " Red Sea Crisis 102.42% \n", "Saudi Arabia Duba Middle East Conflict -90.58% \n", " Red Sea Crisis -32.88% \n", " Duba Bulk Plant Tanker Terminal Middle East Conflict nan% \n", " Red Sea Crisis nan% \n", " Jeddah Middle East Conflict 11.26% \n", " Red Sea Crisis -46.34% \n", " King Fahd Port Middle East Conflict -19.54% \n", " Red Sea Crisis 13.43% \n", " Rabigh Middle East Conflict 35.90% \n", " Red Sea Crisis -9.19% \n", " Shoaiba Middle East Conflict nan% \n", " Red Sea Crisis nan% \n", " Yanbu Middle East Conflict -63.67% \n", " Red Sea Crisis 38.77% \n", "\n", " Tanker Import \\\n", "Country Port Period \n", "Yemen Aden Middle East Conflict -29.25% \n", " Red Sea Crisis -47.11% \n", " Al Mukalla Middle East Conflict 128.26% \n", " Red Sea Crisis 25.07% \n", " Al-hudaydah Middle East Conflict 38.10% \n", " Red Sea Crisis -57.65% \n", "Egypt Al Adabiyah Middle East Conflict 28.19% \n", " Red Sea Crisis -4.72% \n", " As Suways Middle East Conflict 11.08% \n", " Red Sea Crisis -63.98% \n", " El Sokhna Middle East Conflict 58.10% \n", " Red Sea Crisis 47.82% \n", " Safaga Middle East Conflict -100.00% \n", " Red Sea Crisis -9.79% \n", "Jordan Al Aqabah Middle East Conflict -15.08% \n", " Red Sea Crisis -50.91% \n", "Djibouti Djibouti Middle East Conflict -45.73% \n", " Red Sea Crisis 2.09% \n", "Saudi Arabia Duba Middle East Conflict nan% \n", " Red Sea Crisis nan% \n", " Duba Bulk Plant Tanker Terminal Middle East Conflict -64.38% \n", " Red Sea Crisis -30.53% \n", " Jeddah Middle East Conflict 12.51% \n", " Red Sea Crisis 25.94% \n", " King Fahd Port Middle East Conflict -42.24% \n", " Red Sea Crisis 13.08% \n", " Rabigh Middle East Conflict -11.35% \n", " Red Sea Crisis 134.92% \n", " Shoaiba Middle East Conflict 28.76% \n", " Red Sea Crisis 20.53% \n", " Yanbu Middle East Conflict -6.23% \n", " Red Sea Crisis 1.60% \n", "\n", " Tanker Export \\\n", "Country Port Period \n", "Yemen Aden Middle East Conflict -42.57% \n", " Red Sea Crisis -82.91% \n", " Al Mukalla Middle East Conflict -100.00% \n", " Red Sea Crisis -94.09% \n", " Al-hudaydah Middle East Conflict -100.00% \n", " Red Sea Crisis 7.47% \n", "Egypt Al Adabiyah Middle East Conflict -88.44% \n", " Red Sea Crisis 17.31% \n", " As Suways Middle East Conflict 93.84% \n", " Red Sea Crisis 103.36% \n", " El Sokhna Middle East Conflict -55.22% \n", " Red Sea Crisis -33.19% \n", " Safaga Middle East Conflict nan% \n", " Red Sea Crisis nan% \n", "Jordan Al Aqabah Middle East Conflict -1.93% \n", " Red Sea Crisis -37.68% \n", "Djibouti Djibouti Middle East Conflict 189.83% \n", " Red Sea Crisis -34.90% \n", "Saudi Arabia Duba Middle East Conflict -100.00% \n", " Red Sea Crisis 120.00% \n", " Duba Bulk Plant Tanker Terminal Middle East Conflict -100.00% \n", " Red Sea Crisis 9.76% \n", " Jeddah Middle East Conflict 55.99% \n", " Red Sea Crisis 63.54% \n", " King Fahd Port Middle East Conflict -1.11% \n", " Red Sea Crisis 15.18% \n", " Rabigh Middle East Conflict 4.39% \n", " Red Sea Crisis -8.28% \n", " Shoaiba Middle East Conflict -100.00% \n", " Red Sea Crisis 102.56% \n", " Yanbu Middle East Conflict -100.00% \n", " Red Sea Crisis 403.89% \n", "\n", " Total Import \\\n", "Country Port Period \n", "Yemen Aden Middle East Conflict -34.19% \n", " Red Sea Crisis -46.76% \n", " Al Mukalla Middle East Conflict 15.38% \n", " Red Sea Crisis -33.04% \n", " Al-hudaydah Middle East Conflict 57.63% \n", " Red Sea Crisis 19.42% \n", "Egypt Al Adabiyah Middle East Conflict 28.06% \n", " Red Sea Crisis -22.59% \n", " As Suways Middle East Conflict 2.56% \n", " Red Sea Crisis -20.04% \n", " El Sokhna Middle East Conflict 30.01% \n", " Red Sea Crisis 14.38% \n", " Safaga Middle East Conflict 11.50% \n", " Red Sea Crisis 1.94% \n", "Jordan Al Aqabah Middle East Conflict -17.57% \n", " Red Sea Crisis -53.49% \n", "Djibouti Djibouti Middle East Conflict -1.32% \n", " Red Sea Crisis -2.06% \n", "Saudi Arabia Duba Middle East Conflict -11.33% \n", " Red Sea Crisis 50.96% \n", " Duba Bulk Plant Tanker Terminal Middle East Conflict -64.38% \n", " Red Sea Crisis -30.53% \n", " Jeddah Middle East Conflict 15.79% \n", " Red Sea Crisis -20.83% \n", " King Fahd Port Middle East Conflict -41.38% \n", " Red Sea Crisis 9.90% \n", " Rabigh Middle East Conflict -11.37% \n", " Red Sea Crisis 134.86% \n", " Shoaiba Middle East Conflict 28.76% \n", " Red Sea Crisis 20.53% \n", " Yanbu Middle East Conflict -9.06% \n", " Red Sea Crisis -2.62% \n", "\n", " Total Export \n", "Country Port Period \n", "Yemen Aden Middle East Conflict -56.41% \n", " Red Sea Crisis -59.18% \n", " Al Mukalla Middle East Conflict -84.43% \n", " Red Sea Crisis -75.23% \n", " Al-hudaydah Middle East Conflict 19.79% \n", " Red Sea Crisis -13.02% \n", "Egypt Al Adabiyah Middle East Conflict 27.10% \n", " Red Sea Crisis -16.21% \n", " As Suways Middle East Conflict -13.22% \n", " Red Sea Crisis 23.28% \n", " El Sokhna Middle East Conflict 24.44% \n", " Red Sea Crisis -5.11% \n", " Safaga Middle East Conflict 7.57% \n", " Red Sea Crisis 0.66% \n", "Jordan Al Aqabah Middle East Conflict -52.56% \n", " Red Sea Crisis -46.51% \n", "Djibouti Djibouti Middle East Conflict 60.96% \n", " Red Sea Crisis 70.42% \n", "Saudi Arabia Duba Middle East Conflict -90.90% \n", " Red Sea Crisis -27.74% \n", " Duba Bulk Plant Tanker Terminal Middle East Conflict -100.00% \n", " Red Sea Crisis 9.76% \n", " Jeddah Middle East Conflict 13.75% \n", " Red Sea Crisis -40.23% \n", " King Fahd Port Middle East Conflict -2.03% \n", " Red Sea Crisis 15.09% \n", " Rabigh Middle East Conflict 4.86% \n", " Red Sea Crisis -8.30% \n", " Shoaiba Middle East Conflict -100.00% \n", " Red Sea Crisis 102.56% \n", " Yanbu Middle East Conflict -63.82% \n", " Red Sea Crisis 40.28% " ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "table2.reset_index(inplace=True)\n", "table2.set_index([\"country\", \"portname\", \"period\"], inplace=True)\n", "\n", "# format columns as pct\n", "table2 = table2.applymap(lambda x: \"{:.2%}\".format(x))\n", "table2.rename(\n", " columns={\n", " \"import_cargo\": \"Cargo Import\",\n", " \"export_cargo\": \"Cargo Export\",\n", " \"import_tanker\": \"Tanker Import\",\n", " \"export_tanker\": \"Tanker Export\",\n", " \"import\": \"Total Import\",\n", " \"export\": \"Total Export\",\n", " },\n", " inplace=True,\n", ")\n", "table2.index.names = [\"Country\", \"Port\", \"Period\"]\n", "table2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Parade Chart: Absolute Differences" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "countries = list(df.country.unique())\n", "df_agg_copy = df_agg.copy()\n", "res = []\n", "for country in countries:\n", " df_country = df_agg_copy.loc[(country), :].copy()\n", " aois = df_country.index.get_level_values(0).unique()\n", " for aoi in aois:\n", " df_sub = df_country.loc[(aoi), :].transpose().copy()\n", " df_sub.loc[:, \"Middle East Conflict\"] = (\n", " df_sub.loc[:, \"Middle East Conflict\"] - df_sub.loc[:, \"Reference\"]\n", " )\n", " df_sub.loc[:, \"Red Sea Crisis\"] = (\n", " df_sub.loc[:, \"Red Sea Crisis\"] - df_sub.loc[:, \"Reference\"]\n", " )\n", " df_sub2 = df_sub.transpose()\n", " df_sub2.drop(\"Reference\", inplace=True)\n", " df_sub2.loc[:, \"portname\"] = aoi\n", " df_sub2.loc[:, \"country\"] = country\n", " res.append(df_sub2)\n", "df_agg_diff = pd.concat(res)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "df_agg_diff = df_agg_diff.reset_index()\n", "df_agg_diff = df_agg_diff.loc[df_agg_diff.period == \"Red Sea Crisis\"].copy()\n", "\n", "df_agg_diff.loc[:, \"import_direction\"] = df_agg_diff[\"import\"].apply(\n", " lambda x: \"Increase\" if x > 0 else \"Decrease\"\n", ")\n", "df_agg_diff.loc[:, \"export_direction\"] = df_agg_diff[\"export\"].apply(\n", " lambda x: \"Increase\" if x > 0 else \"Decrease\"\n", ")\n", "\n", "df_agg_diff.loc[:, \"import_absolute\"] = df_agg_diff[\"import\"].apply(lambda x: abs(x))\n", "df_agg_diff.loc[:, \"export_absolute\"] = df_agg_diff[\"export\"].apply(lambda x: abs(x))\n", "\n", "df_agg_diff.sort_values(\"import_absolute\", ascending=False, inplace=True)\n", "df_agg_diff[\"portname_cat\"] = pd.Categorical(\n", " df_agg_diff.portname, categories=pd.unique(df_agg_diff.portname)\n", ")" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "plotnine.options.figure_size = (8, 6)\n", "# plotnine.options.figure_size = (5, 4)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 600, "width": 800 }, "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 8 x 6 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\import-difference.jpeg\n" ] } ], "source": [ "p2 = (\n", " ggplot(df_agg_diff, aes(x=\"portname_cat\", y=\"import\", fill=\"import_direction\")) #\n", " + geom_bar(\n", " alpha=3 / 4,\n", " stat=\"identity\",\n", " position=\"dodge2\",\n", " )\n", " + labs(\n", " x=\"\",\n", " y=\"\",\n", " title=\"Difference in Import Volume during Red Sea Crisis\",\n", " subtitle=\"Difference in Metric Tons Relative to Baseline (Jan 2022 - Oct 2023)\",\n", " caption=\"Calculated using monthly averages up to March 2024\",\n", " # caption=\"Calculated using monthly averages during Red Sea Crisis \\n(Oct, 2023 - Mar 2024) and baseline period (Jan 2022 - Oct 2023)\",\n", " )\n", " + theme_minimal()\n", " + theme(\n", " text=element_text(family=\"Roboto\", size=13),\n", " plot_title=element_text(family=\"Roboto\", size=16, weight=\"bold\"),\n", " axis_text_x=element_text(rotation=45, hjust=1),\n", " legend_position=\"none\",\n", " )\n", " + scale_y_continuous(labels=comma_format())\n", " + scale_fill_manual(values=[\"#d73027\", \"#1a9850\"])\n", ")\n", "display(p2)\n", "p2.save(filename=join(charts_dir, \"import-difference.jpeg\"), dpi=300)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "df_agg_diff.sort_values(\"export_absolute\", ascending=False, inplace=True)\n", "df_agg_diff[\"portname_cat\"] = pd.Categorical(\n", " df_agg_diff.portname, categories=pd.unique(df_agg_diff.portname)\n", ")" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 600, "width": 800 }, "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 8 x 6 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\export-difference.jpeg\n" ] } ], "source": [ "p2 = (\n", " ggplot(df_agg_diff, aes(x=\"portname_cat\", y=\"export\", fill=\"export_direction\")) #\n", " + geom_bar(\n", " alpha=3 / 4,\n", " stat=\"identity\",\n", " position=\"dodge2\",\n", " ) # fill=\"lightblue\"\n", " + labs(\n", " x=\"\",\n", " y=\"\",\n", " subtitle=\"Difference in Metric Tons Relative to Baseline (Jan 2022 - Oct 2023)\",\n", " title=\"Difference in Export Volume during Red Sea Crisis\",\n", " caption=\"Calculated using monthly averages up to March 2024\",\n", " # caption=\"Calculated using monthly averages during Red Sea Crisis \\n(Oct, 2023 - Mar 2024) and baseline period (Jan 2022 - Oct 2023)\",\n", " )\n", " + theme_minimal()\n", " + theme(\n", " text=element_text(family=\"Roboto\", size=13),\n", " plot_title=element_text(family=\"Roboto\", size=16, weight=\"bold\"),\n", " axis_text_x=element_text(rotation=45, hjust=1),\n", " legend_position=\"none\",\n", " )\n", " + scale_y_continuous(labels=comma_format())\n", " + scale_fill_manual(values=[\"#d73027\", \"#1a9850\"])\n", ")\n", "display(p2)\n", "p2.save(filename=join(charts_dir, \"export-difference.jpeg\"), dpi=300)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Parade Chart % Diff" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "df_agg_pct_raw = df_agg_pct.reset_index()\n", "df_agg_pct_raw = df_agg_pct_raw.loc[df_agg_pct_raw.period == \"Red Sea Crisis\"].copy()\n", "\n", "df_agg_pct_raw.loc[:, \"import_direction\"] = df_agg_pct_raw[\"import\"].apply(\n", " lambda x: \"Increase\" if x > 0 else \"Decrease\"\n", ")\n", "df_agg_pct_raw.loc[:, \"export_direction\"] = df_agg_pct_raw[\"export\"].apply(\n", " lambda x: \"Increase\" if x > 0 else \"Decrease\"\n", ")\n", "\n", "df_agg_pct_raw.loc[:, \"import_absolute\"] = df_agg_pct_raw[\"import\"].apply(\n", " lambda x: abs(x)\n", ")\n", "df_agg_pct_raw.loc[:, \"export_absolute\"] = df_agg_pct_raw[\"export\"].apply(\n", " lambda x: abs(x)\n", ")\n", "\n", "df_agg_pct_raw.sort_values(\"import_absolute\", ascending=False, inplace=True)\n", "df_agg_pct_raw[\"portname_cat\"] = pd.Categorical(\n", " df_agg_diff.portname, categories=pd.unique(df_agg_diff.portname)\n", ")" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 600, "width": 800 }, "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 8 x 6 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\import-pct-change.jpeg\n" ] } ], "source": [ "p3 = (\n", " ggplot(\n", " df_agg_pct_raw, aes(x=\"portname_cat\", y=\"import\", fill=\"import_direction\")\n", " ) #\n", " + geom_bar(\n", " alpha=3 / 4,\n", " stat=\"identity\",\n", " position=\"dodge2\",\n", " ) # fill=\"lightblue\"\n", " + labs(\n", " x=\"\",\n", " y=\"\",\n", " title=\"Percent Change in Import Volume during Red Sea Crisis)\",\n", " subtitle=\"% Change Relative to Baseline (Jan 2022 - Oct 2023)\",\n", " caption=\"Calculated using monthly averages up to March 2024\",\n", " )\n", " + theme_minimal()\n", " + theme(\n", " text=element_text(family=\"Roboto\", size=13),\n", " plot_title=element_text(family=\"Roboto\", size=16, weight=\"bold\"),\n", " axis_text_x=element_text(rotation=45, hjust=1),\n", " legend_position=\"none\",\n", " )\n", " + scale_y_continuous(labels=percent_format())\n", " + scale_fill_manual(values=[\"#d73027\", \"#1a9850\"])\n", ")\n", "display(p3)\n", "p3.save(filename=join(charts_dir, \"import-pct-change.jpeg\"), dpi=300)" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": [ "df_agg_pct_raw.sort_values(\"export_absolute\", ascending=False, inplace=True)\n", "df_agg_pct_raw[\"portname_cat\"] = pd.Categorical(\n", " df_agg_diff.portname, categories=pd.unique(df_agg_diff.portname)\n", ")" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 600, "width": 800 }, "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:587: PlotnineWarning: Saving 8 x 6 in image.\n", "c:\\WBG\\Anaconda3\\envs\\rtmis\\Lib\\site-packages\\plotnine\\ggplot.py:588: PlotnineWarning: Filename: C:/Users/WB514197/Repos/red-sea-monitoring\\reports\\export-pct-change.jpeg\n" ] } ], "source": [ "p4 = (\n", " ggplot(\n", " df_agg_pct_raw, aes(x=\"portname_cat\", y=\"export\", fill=\"export_direction\")\n", " ) #\n", " + geom_bar(\n", " alpha=3 / 4,\n", " stat=\"identity\",\n", " position=\"dodge2\",\n", " ) # fill=\"lightblue\"\n", " + labs(\n", " x=\"\",\n", " y=\"\",\n", " title=\"Percent Change in Export Volume during Red Sea Crisis\",\n", " subtitle=\"% Change Relative to Baseline (Jan 2022 - Oct 2023)\",\n", " caption=\"Calculated using monthly averages up to March 2024\",\n", " # caption=\"Calculated using monthly averages during Red Sea Crisis \\n(Oct, 2023 - Mar 2024) and baseline period (Jan 2022 - Oct 2023)\"\n", " )\n", " + theme_minimal()\n", " + theme(\n", " text=element_text(family=\"Roboto\", size=13),\n", " plot_title=element_text(family=\"Roboto\", size=16, weight=\"bold\"),\n", " axis_text_x=element_text(rotation=45, hjust=1),\n", " legend_position=\"none\",\n", " )\n", " + scale_y_continuous(labels=percent_format())\n", " + scale_fill_manual(values=[\"#d73027\", \"#1a9850\"])\n", ")\n", "display(p4)\n", "p4.save(filename=join(charts_dir, \"export-pct-change.jpeg\"), dpi=300)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save tables with and without formatting" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [], "source": [ "df_agg = df_agg.reset_index()\n", "df_agg_pct = df_agg_pct.reset_index()\n", "\n", "df_agg_pct = df_agg_pct[\n", " [\n", " \"country\",\n", " \"portname\",\n", " \"period\",\n", " \"import_cargo\",\n", " \"export_cargo\",\n", " \"import_tanker\",\n", " \"export_tanker\",\n", " \"import\",\n", " \"export\",\n", " ]\n", "]" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [], "source": [ "df_agg.rename(\n", " columns={\n", " \"country\": \"Country\",\n", " \"portname\": \"Port\",\n", " \"period\": \"Period\",\n", " \"import_cargo\": \"Cargo Import\",\n", " \"export_cargo\": \"Cargo Export\",\n", " \"import_tanker\": \"Tanker Import\",\n", " \"export_tanker\": \"Tanker Export\",\n", " \"import\": \"Total Import\",\n", " \"export\": \"Total Export\",\n", " },\n", " inplace=True,\n", ")\n", "df_agg_pct.rename(\n", " columns={\n", " \"country\": \"Country\",\n", " \"portname\": \"Port\",\n", " \"period\": \"Period\",\n", " \"import_cargo\": \"Cargo Import\",\n", " \"export_cargo\": \"Cargo Export\",\n", " \"import_tanker\": \"Tanker Import\",\n", " \"export_tanker\": \"Tanker Export\",\n", " \"import\": \"Total Import\",\n", " \"export\": \"Total Export\",\n", " },\n", " inplace=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [], "source": [ "with pd.ExcelWriter(\n", " join(output_dir, \"tables\", f'summary-tables-ports-{time.strftime(\"%Y_%m_%d\")}.xlsx')\n", ") as writer:\n", " table.to_excel(writer, sheet_name=\"Ports Summary\")\n", " table2.to_excel(writer, sheet_name=\"Ports % Change\")\n", " df_agg.to_excel(writer, sheet_name=\"Ports Summary (Raw)\")\n", " df_agg_pct.to_excel(writer, sheet_name=\"Ports % Change (Raw)\")" ] } ], "metadata": { "kernelspec": { "display_name": "rtmis", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 2 }