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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "ce39487e",
+ "metadata": {},
+ "source": [
+ "# Crude Onshore Inventories Notebook\n",
+ "\n",
+ "This notebook will give a tutorial on how to query the onshore crude inventories data through pythonSDK.\n",
+ "\n",
+ "\n",
+ "Content:\n",
+ "1. [Import Libraries](#Import-Libraries)\n",
+ "2. [Extract storage location ids](#Extract-storage-location-ids)\n",
+ "3. [Crude Inventories Search endpoint](#1.-Crude-Inventories-Search-endpoint)\n",
+ "4. [Crude Onshore Inventories Time Series](#2.-Crude-Onshore-Inventories-Time-Series-endpoint)\n",
+ "5. [Case study](#Case-study:-US-Cushing-Stockpile-vs-Brent-prices)\n",
+ "6. [Benchmarking result](#Benchmarking-result)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a6ca5e01",
+ "metadata": {},
+ "source": [
+ "## Import Libraries"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "7cb5f613",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import vortexasdk as v\n",
+ "from datetime import datetime\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import plotly.express as px\n",
+ "import json\n",
+ "from pprint import pprint\n",
+ "import plotly.graph_objects as go"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4ba5cde9",
+ "metadata": {},
+ "source": [
+ "## 1. Crude Inventories Search endpoint"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "05083ab3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cushing = 'cde783a902c7837b814dfa5988ed74fb14841c2999d6984952c7cbfc543d5073'\n",
+ "china = [p.id for p in v.Geographies().search('China').to_list() if p.name=='China']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "fb4925b5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data_df = v.OnshoreInventoriesSearch().search(\n",
+ " crude_confidence=['confirmed', 'probable'],\n",
+ " location_ids = china,\n",
+ " time_min=datetime(2023, 3, 1),\n",
+ " time_max=datetime(2023, 3, 14)).to_df(columns = 'all')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "a149cf2f",
+ "metadata": {},
+ "outputs": [
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+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
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+ "source": [
+ "data_df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "04d21ca6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data_list = v.OnshoreInventoriesSearch().search(\n",
+ " crude_confidence=['confirmed', 'probable'],\n",
+ " location_ids = china,\n",
+ " time_min=datetime(2023, 3, 1),\n",
+ " time_max=datetime(2023, 3, 14)).to_list()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "f0a56295",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'fill_bbl': 53429,\n",
+ " 'fill_cbm': 8494.569851999999,\n",
+ " 'fill_tons': 7305.2937409999995,\n",
+ " 'measurement_id': '000e025d8be0f76d3fe6a23bbd6867436ff751ad8fe9d85f30846afcfc077d19',\n",
+ " 'measurement_timestamp': '2023-03-02T10:13:39',\n",
+ " 'publish_timestamp': '2023-03-03T18:00:01',\n",
+ " 'reference_data_version': 'current-1715009731245',\n",
+ " 'tank_details': {'capacity_bbl': 318884,\n",
+ " 'capacity_cbm': 50698,\n",
+ " 'capacity_ton': 43600,\n",
+ " 'corporate_entity_details': {'id': 'f78558ef7c9b9f162545a56b330111c274d578a2933f46ec82ee004ca4f449bd',\n",
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+ " 'last_updated': '2022-05-16T16:16:01.000Z',\n",
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+ " 'label': 'East of Suez',\n",
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+ " {'id': '86bf8a497ce81e6d4768e3297a22a029b3ebf95de037586789232bea76ab4116',\n",
+ " 'label': 'Wider Northeast Asia (WNEA)',\n",
+ " 'layer': 'wider_shipping_region'},\n",
+ " {'id': 'a3d6e07472c8d1db2562af0af9d2c49e4d2df6d2cd65a99f55074828df731ba2',\n",
+ " 'label': 'Wider Shipping Region',\n",
+ " 'layer': 'root'},\n",
+ " {'id': '715b6aab56723cb55c3ddbdc12a2851b379919010f119cf98765d4debbdb793d',\n",
+ " 'label': 'Pacific Basin',\n",
+ " 'layer': 'basin'},\n",
+ " {'id': 'a37c3441872e24e9d0b95c61d98d7a32307abe48e968cf7d3ed352094008e872',\n",
+ " 'label': 'Basins',\n",
+ " 'layer': 'root'},\n",
+ " {'id': '956b03529510459d298c4e537d23c6fbb22ffd8414af933b3475310c661f337a',\n",
+ " 'label': 'Non-OPEC',\n",
+ " 'layer': 'alternative_region'},\n",
+ " {'id': '956b03529510459d298c4e537d23c6fbb22ffd8414af933b3475310c661f337a',\n",
+ " 'label': 'Non-OPEC',\n",
+ " 'layer': 'trading_block'},\n",
+ " {'id': 'e72bcaa8ab1867a6db9e844007653b494d8f325adfe430b8e29e14ed4dc27029',\n",
+ " 'label': 'Tianjin [CN]',\n",
+ " 'layer': 'port'},\n",
+ " {'id': 'e72bcaa8ab1867a6db9e844007653b494d8f325adfe430b8e29e14ed4dc27029',\n",
+ " 'label': 'Tianjin [CN]',\n",
+ " 'layer': 'storage'},\n",
+ " {'id': '42fbc2520c8c4ac8a6700e097c2ad844d039d1b247e41d46475d772748c6472c',\n",
+ " 'label': 'PetroChina Huabei '\n",
+ " 'Petrochemical Company',\n",
+ " 'layer': 'storage_terminal'}],\n",
+ " 'location_id': 'e72bcaa8ab1867a6db9e844007653b494d8f325adfe430b8e29e14ed4dc27029',\n",
+ " 'lon': 116.1261422,\n",
+ " 'name': 'RNQ017',\n",
+ " 'radius': 28,\n",
+ " 'ref_type': 'asset_tank',\n",
+ " 'storage_terminal_id': '42fbc2520c8c4ac8a6700e097c2ad844d039d1b247e41d46475d772748c6472c',\n",
+ " 'storage_terminal_name': 'PetroChina Huabei Petrochemical '\n",
+ " 'Company',\n",
+ " 'storage_type': 'refinery'},\n",
+ " 'tank_id': '1432c91cc383424b9fa048a7cc3fbe87747aa5e575a3e2c65479da8a7fd630d0'}\n"
+ ]
+ }
+ ],
+ "source": [
+ "pprint(data_list[0].dict())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a95f10b9",
+ "metadata": {},
+ "source": [
+ "## 2. Crude Onshore Inventories Time Series endpoint"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "7933b57c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "shandong = [p.id for p in v.StorageTerminals().search(term ='Shandong').to_list() if p.name=='Shandong Province']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "26d5ac6b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df = v.OnshoreInventoriesTimeseries().search(\n",
+ " crude_confidence=['confirmed', 'probable'],\n",
+ " location_ids = shandong,\n",
+ " time_min=datetime(2022, 1, 1),\n",
+ " time_max=datetime.today(),\n",
+ " timeseries_frequency = 'day',\n",
+ " timeseries_unit = 'b'\n",
+ ").to_df(columns = 'all').set_index('key')\n",
+ "\n",
+ "df2 = v.OnshoreInventoriesTimeseries().search(\n",
+ " crude_confidence=['confirmed', 'probable'],\n",
+ " location_ids = china,\n",
+ " time_min=datetime(2022, 1, 1),\n",
+ " time_max=datetime.today(),\n",
+ " timeseries_frequency = 'day',\n",
+ " timeseries_unit = 'b'\n",
+ ").to_df(columns = 'all').set_index('key')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "63bfdbcf",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ " \n",
+ " "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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+ "name": "Shandong",
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+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Shandong vs China Crude Inventories (bbls)"
+ },
+ "xaxis": {
+ "anchor": "y",
+ "domain": [
+ 0,
+ 0.94
+ ]
+ },
+ "yaxis": {
+ "anchor": "x",
+ "domain": [
+ 0,
+ 1
+ ],
+ "title": {
+ "text": "Shandong volume"
+ }
+ },
+ "yaxis2": {
+ "anchor": "x",
+ "overlaying": "y",
+ "side": "right",
+ "title": {
+ "text": "China volume"
+ }
+ }
+ }
+ },
+ "text/html": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Create traces\n",
+ "from plotly.subplots import make_subplots\n",
+ "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n",
+ "fig.add_trace(go.Scatter(\n",
+ " x=df.index, y=df['value'],\n",
+ " line_color='rgb(0,100,80)',\n",
+ " name='Shandong'),\n",
+ " secondary_y=False\n",
+ ")\n",
+ "\n",
+ "fig.add_trace(go.Scatter(\n",
+ " x=df2.index, y=df2['value'],\n",
+ " line_color='rgb(255,100,80)',\n",
+ " name='china'),\n",
+ " secondary_y=True\n",
+ ")\n",
+ "\n",
+ "fig.update_layout(\n",
+ " title_text=\"Shandong vs China Crude Inventories (bbls)\"\n",
+ ")\n",
+ "\n",
+ "# Set y-axes titles\n",
+ "fig.update_yaxes(title_text=\"Shandong volume\", secondary_y=False)\n",
+ "fig.update_yaxes(title_text=\"China volume\", secondary_y=True)\n",
+ "\n",
+ "fig.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "23539775",
+ "metadata": {},
+ "source": [
+ "***Shandong Inventories decline but remain a crucial outlier***\n",
+ "\n",
+ "Shandong crude stocks have been falling consistently sisnce mid last year, but are still well above year-earlier levels.\n",
+ "\n",
+ "This contrasts with total China inventories now falling close to historical norms and global inventories currently at lows.\n",
+ "\n",
+ "Shandong's independent refiners can continue to draw at current rates for the next 6 months and still remain above historical avearage."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "78d47543",
+ "metadata": {},
+ "source": [
+ "## Case study: US Cushing Stockpile vs Brent prices"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "a6addf52",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import yfinance as yf\n",
+ "price_history = yf.Ticker('BZ=F').history(period='2y', # valid periods: 1d,5d,1mo,3mo,6mo,1y,2y,5y,10y,ytd,max\n",
+ " interval='1d', # valid intervals: 1m,2m,5m,15m,30m,60m,90m,1h,1d,5d,1wk,1mo,3mo\n",
+ " actions=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "1c6c577c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Open | \n",
+ " High | \n",
+ " Low | \n",
+ " Close | \n",
+ " Volume | \n",
+ "
\n",
+ " \n",
+ " | Date | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 2022-05-09 00:00:00-04:00 | \n",
+ " 113.050003 | \n",
+ " 113.220001 | \n",
+ " 104.949997 | \n",
+ " 105.940002 | \n",
+ " 28134 | \n",
+ "
\n",
+ " \n",
+ " | 2022-05-10 00:00:00-04:00 | \n",
+ " 105.559998 | \n",
+ " 106.910004 | \n",
+ " 101.699997 | \n",
+ " 102.459999 | \n",
+ " 25904 | \n",
+ "
\n",
+ " \n",
+ " | 2022-05-11 00:00:00-04:00 | \n",
+ " 101.699997 | \n",
+ " 108.260002 | \n",
+ " 100.930000 | \n",
+ " 107.510002 | \n",
+ " 31560 | \n",
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\n",
+ " \n",
+ " | 2022-05-12 00:00:00-04:00 | \n",
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\n",
+ " \n",
+ " | 2022-05-13 00:00:00-04:00 | \n",
+ " 108.000000 | \n",
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+ " 107.809998 | \n",
+ " 111.550003 | \n",
+ " 25050 | \n",
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\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 2024-05-01 00:00:00-04:00 | \n",
+ " 85.959999 | \n",
+ " 85.959999 | \n",
+ " 83.290001 | \n",
+ " 83.440002 | \n",
+ " 48165 | \n",
+ "
\n",
+ " \n",
+ " | 2024-05-02 00:00:00-04:00 | \n",
+ " 83.559998 | \n",
+ " 84.419998 | \n",
+ " 83.029999 | \n",
+ " 83.669998 | \n",
+ " 39951 | \n",
+ "
\n",
+ " \n",
+ " | 2024-05-03 00:00:00-04:00 | \n",
+ " 83.800003 | \n",
+ " 84.400002 | \n",
+ " 82.800003 | \n",
+ " 82.959999 | \n",
+ " 31511 | \n",
+ "
\n",
+ " \n",
+ " | 2024-05-06 00:00:00-04:00 | \n",
+ " 82.980003 | \n",
+ " 83.820000 | \n",
+ " 82.760002 | \n",
+ " 83.330002 | \n",
+ " 31511 | \n",
+ "
\n",
+ " \n",
+ " | 2024-05-07 00:00:00-04:00 | \n",
+ " 83.589996 | \n",
+ " 83.820000 | \n",
+ " 83.349998 | \n",
+ " 83.529999 | \n",
+ " 751 | \n",
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503 rows × 5 columns
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+ " Open High Low Close \\\n",
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+ "2022-05-12 00:00:00-04:00 107.559998 108.690002 104.690002 107.449997 \n",
+ "2022-05-13 00:00:00-04:00 108.000000 111.690002 107.809998 111.550003 \n",
+ "... ... ... ... ... \n",
+ "2024-05-01 00:00:00-04:00 85.959999 85.959999 83.290001 83.440002 \n",
+ "2024-05-02 00:00:00-04:00 83.559998 84.419998 83.029999 83.669998 \n",
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+ "2024-05-06 00:00:00-04:00 82.980003 83.820000 82.760002 83.330002 \n",
+ "2024-05-07 00:00:00-04:00 83.589996 83.820000 83.349998 83.529999 \n",
+ "\n",
+ " Volume \n",
+ "Date \n",
+ "2022-05-09 00:00:00-04:00 28134 \n",
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+ "2022-05-11 00:00:00-04:00 31560 \n",
+ "2022-05-12 00:00:00-04:00 27037 \n",
+ "2022-05-13 00:00:00-04:00 25050 \n",
+ "... ... \n",
+ "2024-05-01 00:00:00-04:00 48165 \n",
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+ "2024-05-03 00:00:00-04:00 31511 \n",
+ "2024-05-06 00:00:00-04:00 31511 \n",
+ "2024-05-07 00:00:00-04:00 751 \n",
+ "\n",
+ "[503 rows x 5 columns]"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "price_history"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "0c2cc869",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df3 = v.OnshoreInventoriesTimeseries().search(\n",
+ " crude_confidence=['confirmed', 'probable'],\n",
+ " location_ids = cushing,\n",
+ " time_min=datetime(2022, 1, 1),\n",
+ " time_max=datetime.today(),\n",
+ " timeseries_frequency = 'day',\n",
+ " timeseries_unit = 'b'\n",
+ ").to_df(columns = 'all').set_index('key')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "cdebc252",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "line": {
+ "color": "rgb(0,100,80)"
+ },
+ "name": "US Crude stockpiles",
+ "type": "scatter",
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+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
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+ },
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+ "x": 0.05
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+ "text": "US Cushing stockpiles vs Brent Price"
+ },
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+ ]
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+ "yaxis": {
+ "anchor": "x",
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+ "title": {
+ "text": "Cushing volume (b)"
+ }
+ },
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+ "anchor": "x",
+ "overlaying": "y",
+ "side": "right",
+ "title": {
+ "text": "Brent Price ($)"
+ }
+ }
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+ },
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+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Create traces\n",
+ "from plotly.subplots import make_subplots\n",
+ "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n",
+ "fig.add_trace(go.Scatter(\n",
+ " x=df3.index, y=df3['value'],\n",
+ " line_color='rgb(0,100,80)',\n",
+ " name='US Crude stockpiles'),\n",
+ " secondary_y=False\n",
+ ")\n",
+ "\n",
+ "fig.add_trace(go.Scatter(\n",
+ " x=price_history.index, y=price_history['Open'],\n",
+ " line_color='rgb(255,100,80)',\n",
+ " name='Brent Price'),\n",
+ " secondary_y=True\n",
+ ")\n",
+ "\n",
+ "fig.update_layout(\n",
+ " title_text=\"US Cushing stockpiles vs Brent Price\"\n",
+ ")\n",
+ "\n",
+ "# Set y-axes titles\n",
+ "fig.update_yaxes(title_text=\"Cushing volume (b)\", secondary_y=False)\n",
+ "fig.update_yaxes(title_text=\"Brent Price ($)\", secondary_y=True)\n",
+ "\n",
+ "fig.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "cdd323f1",
+ "metadata": {},
+ "source": [
+ "***Vortexa data as a leading indicator of inventories data as it publishes more than a weekly basis, which can be useful for price analysis.***\n",
+ "\n",
+ "Inverse correlation is found for cushing volume vs Brent prices. As Vortexa publishes measurement readings for each tank whenever we receive it, the frequency in data is more competitive than publicly available data such as Energy Information Administration (EIA)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "4e8d7382",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2f866d93",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c79f9bb0",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c66d2f14",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c4405764",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "854ef745",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b90a00a9",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5d0475e2",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "477dc520",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "84af20d4",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "77887471",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "dc5eca5b",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0ee53a1b",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "4c8340fe",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ae3057aa",
+ "metadata": {},
+ "source": [
+ "## Benchmarking result"
+ ]
+ },
+ {
+ "attachments": {
+ "image.png": {
+ "image/png": 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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "7aef6828",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "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": "3.10.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/examples/Vortexa SDK voyages use cases.ipynb b/docs/examples/Vortexa SDK voyages use cases.ipynb
new file mode 100644
index 00000000..0b5d7e9e
--- /dev/null
+++ b/docs/examples/Vortexa SDK voyages use cases.ipynb
@@ -0,0 +1,12600 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "c69a3906",
+ "metadata": {},
+ "source": [
+ "# Vortexa voyages SDK use case\n",
+ "This notebook contains code and instructions for generating use cases of Vortexa's Voyages dataset."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8aee8ec8",
+ "metadata": {},
+ "source": [
+ "## Import required libraries\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "c2cc71c4",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-05-31T16:52:54.036744Z",
+ "start_time": "2024-05-31T16:52:53.145498Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "import vortexasdk as v\n",
+ "from datetime import datetime\n",
+ "import pandas as pd\n",
+ "import numpy as np\n",
+ "import time\n",
+ "import plotly.express as px\n",
+ "import dateutil.relativedelta"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7aeadb42",
+ "metadata": {},
+ "source": [
+ "## Store Vortexa IDs\n",
+ "Vortexa's SDK interprets vessels, products and geographies using unique IDs rather than names. The code below demonstrates how to search and save various Vortexa reference IDs."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d2aeaacf",
+ "metadata": {},
+ "source": [
+ "### Geographies\n",
+ "Search for geography ids (remove hashtags to search)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "17e1a76a",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-05-31T16:52:54.620058Z",
+ "start_time": "2024-05-31T16:52:54.614789Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# full_length_df = v.Geographies().search(term=[\"Mexico East\"]).to_df()\n",
+ "# print(full_length_df.to_string(index=False))\n",
+ "\n",
+ "# Store geography ids\n",
+ "gom='37c8c4eeb730d1cd41f90ca6bf95c923222b0734b1b0336a475acce821f87ebd'\n",
+ "nwe='c5460c5a4ece7b64ffc0cc280aeade60d364423e8e062ef4a11494352fe6fdbb'\n",
+ "usac='2d8f42426b74af03caa9055df1952d22a011f2a210b53b9132955a89fc552433'\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "59977f33",
+ "metadata": {},
+ "source": [
+ "### Products\n",
+ "Search for product ids (remove hashtags to search)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "5d1001f5",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-05-31T16:52:55.703310Z",
+ "start_time": "2024-05-31T16:52:55.699882Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# product_search = v.Products().search(term=['diesel']).to_df()\n",
+ "# print (product_search.to_string(index=False))\n",
+ "\n",
+ "cpp='b68cbb746f8b9098c50e2ba36bcad83001a53bd362e9031fb49085d02c36659c'\n",
+ "lpg='364ccbb996c944055b479810a8e74863267885dc1b01407cb0f00ab26dafe1e1'"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "858554fe",
+ "metadata": {},
+ "source": [
+ "## Define main functions\n",
+ "The below code defines the functions which process Vortexa data into a format which can be visualised."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "535cc41e",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-05-31T16:52:57.433884Z",
+ "start_time": "2024-05-31T16:52:57.351081Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# Function for post ballast distirbution\n",
+ "def post_ballast_distribution(origin, origin_excl, destination, destination_excl, vessel_class, product, product_excl, start_y, start_m, start_d, end_y, end_m, end_d, show_top_x, plot, option):\n",
+ "\n",
+ " # set date objects\n",
+ " start=datetime(start_y, start_m, start_d)\n",
+ " end=datetime(end_y, end_m, end_d, 23, 59, 59)\n",
+ " \n",
+ " # Pull the laden voyages which occurred in the required timeframe\n",
+ " route = v.VoyagesSearchEnriched().search(\n",
+ " origins = origin,\n",
+ " origins_excluded = origin_excl,\n",
+ " destinations = destination,\n",
+ " destinations_excluded = destination_excl,\n",
+ " time_min = start,\n",
+ " time_max = end,\n",
+ " vessels = vessel_class,\n",
+ " products = product,\n",
+ " products_excluded = product_excl\n",
+ " )\n",
+ " \n",
+ " # Convert to dataframe\n",
+ " route = pd.DataFrame(route)\n",
+ " \n",
+ " # Sort by end_timestamp\n",
+ " route[\"end_timestamp\"] = pd.to_datetime(route[\"end_timestamp\"])\n",
+ " route.sort_values(by='end_timestamp', ascending = True, inplace=True)\n",
+ " \n",
+ " # Remove null end_timestamps\n",
+ " route.drop(route[pd.isnull(route['end_timestamp']) == True].index, inplace = True)\n",
+ " \n",
+ " # Remove voyages that end past the specified end date\n",
+ " route = route[(pd.to_datetime(route['end_timestamp']).dt.tz_convert(None) <= pd.to_datetime(end))]\n",
+ " \n",
+ " # Remove voyages still in progress (i.e. voyages with no next voyage ID)\n",
+ " route = route.dropna(subset=['next_voyage_id'])\n",
+ "\n",
+ " # Get the next voyage IDs\n",
+ " next_voyage_id_list = list(route[\"next_voyage_id\"].unique())\n",
+ " next_voyage_id_list=[x for x in next_voyage_id_list if x != '']\n",
+ " \n",
+ " # Get voyages corresponding to the next voyage IDs\n",
+ " df = v.VoyagesSearchEnriched().search(\n",
+ " voyage_id = next_voyage_id_list,\n",
+ " columns = \"all\").to_df()\n",
+ "\n",
+ " # Sort them by their start dates (end date of laden voyage/discharge date)\n",
+ " df[\"START DATE\"] = pd.to_datetime(df[\"START DATE\"])\n",
+ " df.sort_values(by='START DATE', ascending = True, inplace=True)\n",
+ " \n",
+ " # Relabel blank destinations as Undetermined\n",
+ " df['FINAL DESTINATION SHIPPING REGION']=df['FINAL DESTINATION SHIPPING REGION'].replace([''],'Undetermined')\n",
+ "\n",
+ " # Remove laden results\n",
+ " df=df.loc[df[\"VOYAGE STATUS\"] == 'Ballast']\n",
+ " \n",
+ " df.reset_index(drop=True, inplace=True)\n",
+ " \n",
+ " # Store the unique destinations\n",
+ " dests = list(df[\"FINAL DESTINATION SHIPPING REGION\"].unique())\n",
+ " \n",
+ " dest_counts = []\n",
+ " # Count the number of times each ballast destination is declared\n",
+ " for i in range(len(dests)):\n",
+ " g = len(df.loc[df['FINAL DESTINATION SHIPPING REGION'] == dests[i]])\n",
+ " dest_counts.append(g)\n",
+ "\n",
+ " # convert counts and destinations list to data frames\n",
+ " dests = pd.DataFrame(dests)\n",
+ " dest_counts = pd.DataFrame(dest_counts)\n",
+ " \n",
+ " # compile unique destinations and their counts\n",
+ " ranked = pd.concat([dests, dest_counts], axis = 1)\n",
+ " ranked.columns = ['Destination', 'Count']\n",
+ " \n",
+ " # Sort destinations by highest count\n",
+ " ranked.sort_values(by='Count', ascending = False, inplace=True)\n",
+ " \n",
+ " # Get a list of ranked destinations\n",
+ " dests = list(ranked[\"Destination\"])\n",
+ " \n",
+ " # Convert dates of ballast voyages to months and years for counting purposes\n",
+ " df[\"months\"] = df['START DATE'].dt.strftime('%m-%Y')\n",
+ " \n",
+ " # Get a complete list of dates in month/year format\n",
+ " dates = list(pd.date_range(start=start, end=end, freq='MS').strftime('%m-%Y'))\n",
+ " dates_df=pd.DataFrame(dates, columns=['Date'])\n",
+ " \n",
+ " # Initialise a data frame for dates\n",
+ " raw_counts_df=dates_df\n",
+ " \n",
+ " # Loop through all destinations\n",
+ " for j in range(len(dests)):\n",
+ " \n",
+ " # initialise a list to store counts\n",
+ " counts2=[]\n",
+ " \n",
+ " # loop through dates\n",
+ " for i in range(len(dates)):\n",
+ " \n",
+ " # count destination occurrences for this date\n",
+ " g = len(df[(df['FINAL DESTINATION SHIPPING REGION'] == dests[j]) & (df['months'] == dates[i])])\n",
+ " \n",
+ " # add to list\n",
+ " counts2.append(g)\n",
+ " \n",
+ " # convert counts to data frame and label it with corresponding destination\n",
+ " counts2_df=pd.DataFrame(counts2, columns=[dests[j]])\n",
+ " \n",
+ " # add counts for this destination to data frame\n",
+ " raw_counts_df=pd.concat([raw_counts_df, counts2_df], axis=1)\n",
+ " \n",
+ " # select count values\n",
+ " raw_count_vals=raw_counts_df[list(raw_counts_df.columns)[1:]]\n",
+ " \n",
+ " # convert counts to percentages\n",
+ " df_props = raw_count_vals.div(raw_count_vals.sum(axis=1), axis=0)\n",
+ " \n",
+ " # add dates to proportions\n",
+ " df_props=pd.concat([dates_df, df_props], axis=1)\n",
+ " \n",
+ " # If you wish to only see the top x destinations, put the rest into 'other'\n",
+ " if (len(list(raw_counts_df.columns))>(show_top_x + 1)): # if more than x breakdown labels, create another column - can change if required\n",
+ "\n",
+ " # Store first x columns\n",
+ " first_x=list(raw_counts_df.columns)[:(show_top_x + 1)]\n",
+ "\n",
+ " # Store the others\n",
+ " rest=list(raw_counts_df.columns)[(show_top_x + 1):]\n",
+ "\n",
+ " # Sum the others\n",
+ " raw_counts_df['other']=raw_counts_df[rest].sum(axis=1) # other column is sum of everything not in top x\n",
+ "\n",
+ " raw_counts_df2=raw_counts_df[first_x + ['other']] # compile\n",
+ "\n",
+ " # If you want all split properties to show, set show_top_x to a large number and no 'other' category will be made\n",
+ " else:\n",
+ " raw_counts_df2=raw_counts_df\n",
+ " \n",
+ " # If you wish to only see the top x destinations, put the rest into 'other'\n",
+ " if (len(list(df_props.columns))>(show_top_x + 1)): # if more than x breakdown labels, create another column - can change if required\n",
+ "\n",
+ " # Store first x columns\n",
+ " first_x=list(df_props.columns)[:(show_top_x + 1)]\n",
+ "\n",
+ " # Store the others\n",
+ " rest=list(df_props.columns)[(show_top_x + 1):]\n",
+ "\n",
+ " # Sum the others\n",
+ " df_props['other']=df_props[rest].sum(axis=1) # other column is sum of everything not in top x\n",
+ "\n",
+ " df_props2=df_props[first_x + ['other']] # compile\n",
+ "\n",
+ " # If you want all split properties to show, set show_top_x to a large number and no 'other' category will be made\n",
+ " else:\n",
+ " df_props2=df_props\n",
+ " \n",
+ " df_props2=df_props2.copy()\n",
+ " raw_counts_df2=raw_counts_df2.copy()\n",
+ " \n",
+ " df_props2['Date']=pd.to_datetime(df_props2['Date'], format='%m-%Y')\n",
+ " raw_counts_df2['Date']=pd.to_datetime(raw_counts_df2['Date'], format='%m-%Y')\n",
+ "\n",
+ " if plot:\n",
+ " \n",
+ " if option=='counts':\n",
+ " \n",
+ " # Plot ballast distribution data (counts)\n",
+ " fig = px.bar(\n",
+ " raw_counts_df2, \n",
+ " x=\"Date\", \n",
+ " y=list(raw_counts_df2.columns)[1:],\n",
+ " labels={\n",
+ " \"Date\":\"Date\",\n",
+ " \"value\":\"Number of voyages\"\n",
+ " }\n",
+ " )\n",
+ " fig.update_layout(xaxis_rangeslider_visible = True)\n",
+ " fig.show()\n",
+ " \n",
+ " if option=='proportions':\n",
+ " \n",
+ " # Plot ballast distribution data (proportions)\n",
+ " fig = px.area(\n",
+ " df_props2, \n",
+ " x=\"Date\", \n",
+ " y=list(df_props2.columns)[1:],\n",
+ " labels={\n",
+ " \"Date\":\"Date\",\n",
+ " \"value\":\"Proportion of voyages\"\n",
+ " }\n",
+ " )\n",
+ " fig.update_layout(xaxis_rangeslider_visible = True)\n",
+ " fig.show()\n",
+ " \n",
+ " \n",
+ " raw_counts_df2['Date']=raw_counts_df2['Date'].dt.strftime('%b-%Y')\n",
+ " df_props2['Date']=df_props2['Date'].dt.strftime('%b-%Y')\n",
+ "\n",
+ " \n",
+ " return raw_counts_df2, df_props2, df\n",
+ "\n",
+ "\n",
+ "# Helper function to make time blocks of 4 years from a specified start date\n",
+ "def get_search_blocks(start_y, start_m, start_d, today):\n",
+ " \n",
+ " \"\"\"\n",
+ " Vortexa's API maximum search is 4 years and starts in 2016. \n",
+ " This function creates a list of tuples splitting up start_date - present into 4-year blocks.\n",
+ " \"\"\"\n",
+ " \n",
+ " blocks=[]\n",
+ " \n",
+ " start=datetime(start_y, start_m, start_d)\n",
+ " end=start + dateutil.relativedelta.relativedelta(years=4) - dateutil.relativedelta.relativedelta(seconds=1)\n",
+ " \n",
+ " if end > today:\n",
+ " blocks.append((start, today))\n",
+ " \n",
+ " else:\n",
+ " blocks.append((start, end))\n",
+ " \n",
+ " while end < today:\n",
+ " start+=dateutil.relativedelta.relativedelta(years=4) \n",
+ " end+=dateutil.relativedelta.relativedelta(years=4)\n",
+ " \n",
+ " if end > today:\n",
+ " blocks.append((start, today))\n",
+ " \n",
+ " else: \n",
+ " blocks.append((start, end))\n",
+ " \n",
+ " \n",
+ " return blocks\n",
+ "\n",
+ "\n",
+ "# Function for aggregating voyages data and splitting\n",
+ "def voyages_time_series_with_split(start_y, start_m, start_d, end_y, end_m, end_d, origin, destination, locs, prod, prod_excl, vessel_class, vessel_class_excl, status, freq, option, operator, title, split, plot, plot_type, show_top_x):\n",
+ " \n",
+ " today=datetime(end_y, end_m, end_d)\n",
+ " search_blocks=get_search_blocks(start_y, start_m, start_d, today)\n",
+ " \n",
+ " result_dfs=pd.DataFrame()\n",
+ "\n",
+ " for block in search_blocks:\n",
+ "\n",
+ " time_min=block[0]\n",
+ " time_max=block[1]\n",
+ " print(f\"Downloading {option} for period: {time_min} to {time_max}\")\n",
+ "\n",
+ " \n",
+ " # Original query\n",
+ " result = v.VoyagesTimeseries().search(\n",
+ " time_min=time_min,\n",
+ " time_max=time_max,\n",
+ " origins=origin,\n",
+ " destinations=destination,\n",
+ " locations=locs,\n",
+ " latest_products=prod,\n",
+ " latest_products_excluded=prod_excl,\n",
+ " vessels=vessel_class,\n",
+ " vessels_excluded=vessel_class_excl,\n",
+ " voyage_status=status,\n",
+ " breakdown_property=option,\n",
+ " breakdown_frequency=freq,\n",
+ " breakdown_split_property=split,\n",
+ " breakdown_unit_operator=operator,\n",
+ " ).to_df(columns='all')\n",
+ "\n",
+ " # If you wish to split, process the data as follows\n",
+ " if split != None:\n",
+ "\n",
+ " # Break the output down into k data frames, all with date, id, label, value and count columns\n",
+ " # Stack these on top of each other\n",
+ "\n",
+ " breakdown_cols=list(result.columns)[3:]\n",
+ " cols=['key']+breakdown_cols\n",
+ " k=int(len(breakdown_cols) / 4)\n",
+ " result2=result[cols]\n",
+ "\n",
+ " # Empty data frame for stacking\n",
+ " stack=pd.DataFrame()\n",
+ "\n",
+ " # Loop through each split property\n",
+ " for i in range(k):\n",
+ "\n",
+ " cols=['key', f'breakdown.{i}.id', f'breakdown.{i}.label', f'breakdown.{i}.value', f'breakdown.{i}.count']\n",
+ "\n",
+ " temp=result2[cols]\n",
+ "\n",
+ " new_cols=['date', 'id', 'label', 'value', 'count']\n",
+ "\n",
+ " temp.columns=new_cols\n",
+ "\n",
+ " stack=pd.concat([stack, temp])\n",
+ "\n",
+ " # Choose relevant columns from the stacked data frame \n",
+ " stack2=stack[['date', 'label', 'value']]\n",
+ "\n",
+ " # Remove rows with blank labels\n",
+ " # These are for regions where a 0 value will show, we deal with this later\n",
+ " result3=stack2[stack2['label']!='']\n",
+ "\n",
+ " # Sum each split property and rank them to obtain an order for the data to appear in\n",
+ " result3=result3.copy()\n",
+ " result3['value'] = pd.to_numeric(result3['value'])\n",
+ " sum_per_label=result3.groupby('label')['value'].sum().reset_index()\n",
+ " sum_per_label.sort_values(by='value', ascending=False, inplace=True)\n",
+ " labels=list(sum_per_label['label'].unique()) # we use this order\n",
+ "\n",
+ " # Sort the result first by split property and then by date\n",
+ " # This helps us to re-transpose the data later\n",
+ " result3=result3.sort_values(by=['label', 'date']).copy()\n",
+ "\n",
+ " # Create and sort a dates data frame\n",
+ " dates_df=pd.DataFrame(result3['date'].unique(), columns=['date'])\n",
+ " dates_df['date']=pd.to_datetime(dates_df['date'])\n",
+ " dates_df.sort_values(by='date', ascending=True, inplace=True)\n",
+ "\n",
+ " # Empty data frame to store split properties' corresponding columns\n",
+ " store_df=pd.DataFrame()\n",
+ "\n",
+ " # First loop through each split property\n",
+ " for i in range(len(labels)):\n",
+ "\n",
+ " # Empty list to store values\n",
+ " values=[]\n",
+ "\n",
+ " # Temporary data frame to work with (only for current split property)\n",
+ " temp_df=result3[result3['label']==labels[i]]\n",
+ "\n",
+ " # Now loop through each date in the temporary data\n",
+ " for j in range(len(dates_df['date'])):\n",
+ "\n",
+ " # Obtain record for date in question\n",
+ " check=temp_df[temp_df['date']==dates_df['date'][j]]\n",
+ " \n",
+ " # If no record, add 0.0 as the value for that split property on that date\n",
+ " if len(check)==0:\n",
+ " values.append(0.0)\n",
+ "\n",
+ " # If record exists, add its value\n",
+ " else:\n",
+ " values.append(check['value'].iloc[0])\n",
+ "\n",
+ " # Compile\n",
+ " values_df=pd.DataFrame(values, columns=[labels[i]])\n",
+ " store_df=pd.concat([store_df, values_df], axis=1)\n",
+ "\n",
+ " # After looping, add date column\n",
+ " result5=pd.concat([dates_df, store_df], axis=1)\n",
+ "\n",
+ "\n",
+ "\n",
+ " # If no split, just select and rename relevant columns\n",
+ " else:\n",
+ " result5=result[['key', 'value']]\n",
+ " result5.columns=['date', 'value']\n",
+ " \n",
+ " result_dfs=pd.concat([result_dfs, result5])\n",
+ " \n",
+ " # If you wish to only show the top x split properties in the plot, put the rest into 'other'\n",
+ " if (len(list(result_dfs.columns))>(show_top_x + 1)): # if more than x breakdown labels, create another column - can change if required\n",
+ "\n",
+ " # Store first x columns\n",
+ " first_x=list(result_dfs.columns)[:(show_top_x + 1)]\n",
+ "\n",
+ " # Store the others\n",
+ " rest=list(result_dfs.columns)[(show_top_x + 1):]\n",
+ "\n",
+ " # Sum the others\n",
+ " result_dfs['other']=result_dfs[rest].sum(axis=1) # other column is sum of everything not in top x\n",
+ "\n",
+ " result_dfs2=result_dfs[first_x + ['other']] # compile\n",
+ "\n",
+ " # If you want all split properties to show, set show_top_x to a large number and no 'other' category will be made\n",
+ " else:\n",
+ " result_dfs2=result_dfs\n",
+ " \n",
+ " # Set units for y axis label if you wish to plot\n",
+ " if option=='vessel_count':\n",
+ " y_axis_label='No. of vessels'\n",
+ " \n",
+ " elif option=='utilisation':\n",
+ " y_axis_label=\"No. of vessels\"\n",
+ "\n",
+ " elif option=='cargo_quantity':\n",
+ " y_axis_label=\"tonne-days\"\n",
+ " \n",
+ " elif option=='dwt':\n",
+ " y_axis_label=\"dwt\"\n",
+ "\n",
+ " elif option=='cubic_capacity':\n",
+ " y_axis_label=\"cubic meters\"\n",
+ "\n",
+ " elif option=='tonne_miles':\n",
+ " y_axis_label=\"tonne-miles\"\n",
+ " \n",
+ " elif option=='avg_speed':\n",
+ " y_axis_label=\"knots\"\n",
+ " \n",
+ " if plot_type=='area':\n",
+ " \n",
+ " if plot: # plot data if desired\n",
+ "\n",
+ " fig = px.area(\n",
+ " result_dfs2, # data to plot\n",
+ " title=title, # title set as input\n",
+ " x=\"date\",\n",
+ " y=list(result_dfs2.columns)[1:],\n",
+ " labels={\n",
+ " \"date\":\"Date\",\n",
+ " \"value\":y_axis_label # unit label\n",
+ " },\n",
+ " )\n",
+ " fig.update_layout(xaxis_rangeslider_visible = True)\n",
+ " fig.show()\n",
+ " \n",
+ " if plot_type=='line':\n",
+ " \n",
+ " if plot: # plot data if desired\n",
+ "\n",
+ " fig = px.line(\n",
+ " result_dfs2, # data to plot\n",
+ " title=title, # title set as input\n",
+ " x=\"date\",\n",
+ " y=list(result_dfs2.columns)[1:],\n",
+ " labels={\n",
+ " \"date\":\"Date\",\n",
+ " \"value\":y_axis_label # unit label\n",
+ " },\n",
+ " )\n",
+ " fig.update_layout(xaxis_rangeslider_visible = True)\n",
+ " fig.show()\n",
+ " \n",
+ " if plot_type=='bar':\n",
+ " \n",
+ " if plot: # plot data if desired\n",
+ "\n",
+ " fig = px.bar(\n",
+ " result_dfs2, # data to plot\n",
+ " title=title, # title set as input\n",
+ " x=\"date\",\n",
+ " y=list(result_dfs2.columns)[1:],\n",
+ " labels={\n",
+ " \"date\":\"Date\",\n",
+ " \"value\":y_axis_label # unit label\n",
+ " },\n",
+ " )\n",
+ " fig.update_layout(xaxis_rangeslider_visible = True)\n",
+ " fig.show()\n",
+ " \n",
+ " # Reformat dates and rename date column\n",
+ " result_dfs2=result_dfs2.copy()\n",
+ " result_dfs2['date']=result_dfs2['date'].dt.strftime('%d-%m-%Y')\n",
+ " result_dfs2.rename(columns={'date': 'Date'}, inplace=True)\n",
+ " \n",
+ " if split==None:\n",
+ " result_dfs2.rename(columns={'value': title}, inplace=True)\n",
+ " \n",
+ " result_dfs2 = result_dfs2.fillna(0)\n",
+ " \n",
+ "\n",
+ " return result_dfs2\n",
+ "\n",
+ "\n",
+ "# function to create a moving average\n",
+ "def moving_average(data, period, option):\n",
+ " \n",
+ " if option=='multiple':\n",
+ "\n",
+ " # calculate moving avg\n",
+ " moving_avg = pd.DataFrame(data.iloc[:, 1:].rolling(window=period, min_periods=1).mean())\n",
+ "\n",
+ " # add moving average\n",
+ " moving_avg_df=pd.concat([data.iloc[0:, 0:1], moving_avg], axis=1)\n",
+ "\n",
+ " moving_avg_df.columns=list(data.columns)\n",
+ " \n",
+ " elif option=='single':\n",
+ " \n",
+ " # calculate moving avg\n",
+ " moving_avg = pd.DataFrame(data['value'].rolling(window=period, min_periods=1).mean())\n",
+ " moving_avg.columns=[f'{period}-day moving_avg']\n",
+ "\n",
+ " # get all columns\n",
+ " data_cols=list(data.columns)\n",
+ "\n",
+ " # get all columns except vlaue\n",
+ " date_cols=[x for x in data_cols if x !='value']\n",
+ "\n",
+ " # add moving average\n",
+ " moving_avg_df=pd.concat([data[date_cols], moving_avg], axis=1)\n",
+ "\n",
+ " moving_avg_df.rename(columns={f'{period}-day moving_avg':'value'}, inplace=True)\n",
+ " \n",
+ "\n",
+ " return moving_avg_df\n",
+ "\n",
+ "# Function for getting freight data\n",
+ "def voyages_time_series(start_y, start_m, start_d, origin, origin_excl, destination, destination_excl, prod, prod_excl, vessel_class, vessel_class_excl, status, freq, unit, operator):\n",
+ " \n",
+ " today=datetime.today()\n",
+ " search_blocks=get_search_blocks(start_y, start_m, start_d, today)\n",
+ " \n",
+ " result_dfs=pd.DataFrame()\n",
+ "\n",
+ " for block in search_blocks:\n",
+ "\n",
+ " time_min=block[0]\n",
+ " time_max=block[1]\n",
+ " print(f\"Downloading freight data for period: {time_min} to {time_max}\")\n",
+ "\n",
+ " \n",
+ " # Original query\n",
+ " result = v.VoyagesTimeseries().search(\n",
+ " time_min=time_min,\n",
+ " time_max=time_max,\n",
+ " origins=origin,\n",
+ " origins_excluded=origin_excl,\n",
+ " destinations=destination,\n",
+ " destinations_excluded=destination_excl,\n",
+ " latest_products=prod,\n",
+ " latest_products_excluded=prod_excl,\n",
+ " vessels=vessel_class,\n",
+ " vessels_excluded=vessel_class_excl,\n",
+ " voyage_status=status,\n",
+ " breakdown_frequency=freq,\n",
+ " breakdown_property=unit,\n",
+ " breakdown_unit_operator=operator\n",
+ " ).to_df(columns='all')\n",
+ "\n",
+ " result2=result[['key', 'value']]\n",
+ " result2.columns=['date', 'value']\n",
+ " \n",
+ " result_dfs=pd.concat([result_dfs, result2])\n",
+ " \n",
+ " # Reformat dates and rename date column\n",
+ " result_dfs=result_dfs.copy()\n",
+ " result_dfs['date'] = pd.to_datetime(result_dfs['date'])\n",
+ " result_dfs['string_date']=result_dfs['date'].dt.strftime('%d-%m-%Y')\n",
+ " result_dfs['dd_mmm']=result_dfs['date'].dt.strftime('%d-%b')\n",
+ " result_dfs['month']=result_dfs['date'].dt.strftime('%b')\n",
+ " result_dfs['week_end_timestamp'] = result_dfs['date'] + pd.offsets.Week(weekday=6) \n",
+ " result_dfs['week_number'] = result_dfs['date'].dt.isocalendar().week\n",
+ " result_dfs['year']=round(pd.to_numeric(result_dfs['date'].dt.strftime('%Y')), 0)\n",
+ " result_dfs = result_dfs.fillna(0)\n",
+ " \n",
+ " result_dfs=result_dfs[['date', 'week_end_timestamp', 'string_date', 'dd_mmm', 'week_number', 'month', 'year', 'value']]\n",
+ " \n",
+ " result_dfs.reset_index(drop=True, inplace=True)\n",
+ "\n",
+ " return result_dfs\n",
+ "\n",
+ "\n",
+ "\n",
+ "# function for obtaining seasonal chart data\n",
+ "def seasonal_charts(data, freq, start_y):\n",
+ " \n",
+ " # Remove leap days for daily time series\n",
+ " df=data[data['dd_mmm']!='29-Feb']\n",
+ " df.reset_index(drop=True, inplace=True)\n",
+ " \n",
+ " # Set constants\n",
+ " current_date=datetime.today()\n",
+ " this_year=current_date.year\n",
+ " last_year=this_year-1\n",
+ " stats_end_y=last_year\n",
+ " stats_start_y=start_y\n",
+ " \n",
+ " # Define stats calculating data set and current year dataset\n",
+ " stats_df=df[(df['year'] >= stats_start_y) & (df['year'] <= stats_end_y)]\n",
+ " this_year_df=df[df['year']==this_year]\n",
+ " \n",
+ " # if frequency is daily, calculate stats on a daily basis\n",
+ " if freq=='day':\n",
+ "\n",
+ " # date range creation - use a non-leap year\n",
+ " start_date = datetime(2023, 1, 1)\n",
+ " end_date = datetime(2023, 12, 31)\n",
+ "\n",
+ " date_range = pd.DataFrame(pd.date_range(start=start_date, end=end_date, freq='1D'), columns=['Date'])\n",
+ " date_range['Date']=date_range['Date'].dt.strftime('%d-%b')\n",
+ " \n",
+ " # empty lists to store stats\n",
+ " mins=[]\n",
+ " maxs=[]\n",
+ " avgs=[]\n",
+ " this_year_vals=[]\n",
+ " \n",
+ " # loop through dates and calculate stats\n",
+ " for i in range(len(date_range)):\n",
+ "\n",
+ " temp=stats_df[stats_df['dd_mmm']==date_range['Date'][i]]\n",
+ " \n",
+ " mn=min(temp['value'])\n",
+ " mx=max(temp['value'])\n",
+ " av=temp['value'].mean()\n",
+ "\n",
+ " mins.append(mn)\n",
+ " maxs.append(mx)\n",
+ " avgs.append(av)\n",
+ "\n",
+ " # obtain last year's values\n",
+ " last_year_df=pd.DataFrame(stats_df[stats_df['year']==last_year]['value'])\n",
+ " last_year_df.columns=['Last year']\n",
+ " last_year_df.reset_index(drop=True, inplace=True)\n",
+ " \n",
+ " # loop through dates and obtain current year values, if no data yet, add a blank\n",
+ " for i in range(len(date_range)):\n",
+ "\n",
+ " temp=this_year_df[this_year_df['dd_mmm']==date_range['Date'][i]]\n",
+ "\n",
+ " if (len(temp)!=0):\n",
+ "\n",
+ " add=temp['value'].iloc[0]\n",
+ "\n",
+ " this_year_vals.append(add)\n",
+ "\n",
+ " elif (len(temp)==0):\n",
+ "\n",
+ " this_year_vals.append('')\n",
+ "\n",
+ " \n",
+ " # convert stats to data frames\n",
+ " mins_df=pd.DataFrame(mins, columns=['Min.'])\n",
+ " maxs_df=pd.DataFrame(maxs, columns=['Max.'])\n",
+ " avgs_df=pd.DataFrame(avgs, columns=[f'Average {stats_start_y}-{stats_end_y}'])\n",
+ " this_year_vals_df=pd.DataFrame(this_year_vals, columns=['Current year'])\n",
+ " \n",
+ " # compile data\n",
+ " seasonal_df=pd.concat([date_range, mins_df, maxs_df, avgs_df, last_year_df, this_year_vals_df], axis=1)\n",
+ " \n",
+ " # calculate range\n",
+ " seasonal_df[f'Range {stats_start_y}-{stats_end_y}']=seasonal_df['Max.']-seasonal_df['Min.']\n",
+ " \n",
+ " # compile in desired order\n",
+ " seasonal_df=seasonal_df[['Date', 'Min.', f'Range {stats_start_y}-{stats_end_y}', f'Average {stats_start_y}-{stats_end_y}', 'Last year', 'Current year']]\n",
+ "\n",
+ " \n",
+ " # if frequency is monthly, calculate stas on a monthly basis\n",
+ " elif freq=='month':\n",
+ "\n",
+ " # date range creation\n",
+ " start_date = datetime(2023, 1, 1)\n",
+ " end_date = datetime(2023, 12, 31)\n",
+ "\n",
+ " date_range = pd.DataFrame(pd.date_range(start=start_date, end=end_date, freq='1M'), columns=['Date'])\n",
+ " date_range['Date']=date_range['Date'].dt.strftime('%b')\n",
+ " \n",
+ " # empty lists to store various stats\n",
+ " mins=[]\n",
+ " maxs=[]\n",
+ " avgs=[]\n",
+ " this_year_vals=[]\n",
+ " \n",
+ " # loop through dates and calculate stats\n",
+ " for i in range(len(date_range)):\n",
+ "\n",
+ " temp=stats_df[stats_df['month']==date_range['Date'][i]]\n",
+ "\n",
+ " mn=min(temp['value'])\n",
+ " mx=max(temp['value'])\n",
+ " av=temp['value'].mean()\n",
+ "\n",
+ " mins.append(mn)\n",
+ " maxs.append(mx)\n",
+ " avgs.append(av)\n",
+ "\n",
+ " # obtain previous year's values\n",
+ " last_year_df=pd.DataFrame(stats_df[stats_df['year']==last_year]['value'])\n",
+ " last_year_df.columns=['Last year']\n",
+ " last_year_df.reset_index(drop=True, inplace=True)\n",
+ " \n",
+ " # loop through dates and obtain current year values, if not data yet, add a blank\n",
+ " for i in range(len(date_range)):\n",
+ "\n",
+ " temp=this_year_df[this_year_df['month']==date_range['Date'][i]]\n",
+ "\n",
+ " if (len(temp)!=0):\n",
+ "\n",
+ " add=temp['value'].iloc[0]\n",
+ "\n",
+ " this_year_vals.append(add)\n",
+ "\n",
+ " elif (len(temp)==0):\n",
+ "\n",
+ " this_year_vals.append('')\n",
+ "\n",
+ " # convert stats lists to data frames\n",
+ " mins_df=pd.DataFrame(mins, columns=['Min.'])\n",
+ " maxs_df=pd.DataFrame(maxs, columns=['Max.'])\n",
+ " avgs_df=pd.DataFrame(avgs, columns=[f'Average {stats_start_y}-{stats_end_y}'])\n",
+ " this_year_vals_df=pd.DataFrame(this_year_vals, columns=['Current year'])\n",
+ " \n",
+ " # compile data\n",
+ " seasonal_df=pd.concat([date_range, mins_df, maxs_df, avgs_df, last_year_df, this_year_vals_df], axis=1)\n",
+ " \n",
+ " # calculate the range \n",
+ " seasonal_df[f'Range {stats_start_y}-{stats_end_y}']=seasonal_df['Max.']-seasonal_df['Min.']\n",
+ " \n",
+ " # compile in desired order\n",
+ " seasonal_df=seasonal_df[['Date', 'Min.', f'Range {stats_start_y}-{stats_end_y}', f'Average {stats_start_y}-{stats_end_y}', 'Last year', 'Current year']]\n",
+ " \n",
+ " \n",
+ " return seasonal_df\n",
+ "\n",
+ "# Function to plot seasonal chart\n",
+ "def plot_seasonal(y_min, y_max, data, title):\n",
+ " df=data\n",
+ "\n",
+ " colors = {\n",
+ " 'Min.': 'white', \n",
+ " list(df.columns)[2]: 'lightblue', \n",
+ " list(df.columns)[3]: 'blue', \n",
+ " 'Last year': 'yellow', \n",
+ " 'Current year': 'red' \n",
+ " }\n",
+ "\n",
+ " fig = px.area(df, x='Date', y=list(df.columns)[1:3], title=title, color_discrete_map=colors)\n",
+ "\n",
+ " # Add line charts for Average, Last year, and Current year\n",
+ " for column in list(df.columns)[3:6]:\n",
+ " fig.add_scatter(x=df['Date'], y=df[column], mode='lines', name=column, line=dict(color=colors[column]))\n",
+ "\n",
+ " # Set the y-axis range\n",
+ " fig.update_yaxes(range=[y_min, y_max])\n",
+ "\n",
+ " # Show the plot\n",
+ " fig.show()\n",
+ " \n",
+ "# Function to plot and extract seasonal data\n",
+ "def complete_seasonal_voyages(start_y, start_m, start_d, origin, origin_excl, destination, destination_excl, prod, prod_excl, vessel_class, vessel_class_excl, status, freq, unit, operator, ma_period, plot, title, y_min, y_max):\n",
+ "\n",
+ " # Query voyages data\n",
+ " daily_voyages_ts=voyages_time_series(start_y=start_y, start_m=start_m, start_d=start_d, \n",
+ " prod=prod, prod_excl=prod_excl, \n",
+ " vessel_class=vessel_class, vessel_class_excl=vessel_class_excl, \n",
+ " status=status,\n",
+ " freq=freq, unit=unit, operator=operator, \n",
+ " origin=origin, origin_excl=origin_excl,\n",
+ " destination=destination, destination_excl=destination_excl)\n",
+ "\n",
+ "\n",
+ " if ma_period==None:\n",
+ " data=seasonal_charts(data=daily_voyages_ts, freq=freq, start_y=start_y)\n",
+ "\n",
+ " else:\n",
+ " # Calculate moving averages\n",
+ " voyages_ts_x_day_ma=moving_average(data=daily_voyages_ts, period=ma_period, option='single')\n",
+ " data=seasonal_charts(data=voyages_ts_x_day_ma, freq=freq, start_y=start_y)\n",
+ " title=title+f' ({ma_period}-{freq} MA)'\n",
+ "\n",
+ " if plot:\n",
+ " plot_seasonal(y_min=y_min, y_max=y_max, \n",
+ " data=data, \n",
+ " title=title)\n",
+ " \n",
+ " return data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8b81d4ee",
+ "metadata": {},
+ "source": [
+ "## Post laden route ballast distribution\n",
+ "Due to Vortexa's unique Voyages dataset, which has unique identifiers which are all linked to the next voyage as well as the previous voyage identifiers, we can gain insight into what tankers are doing after they discharge on a specified route. This is valuable for analysts who support freight traiders and who want to plan the best regional positioning of their fleets based on the latest changes in tanker behaviour. Additionally, commodity traders can use this to anticipate increased demand in a region.\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d4b1eb59",
+ "metadata": {},
+ "source": [
+ "### Worked example - TC2\n",
+ "In this example, we visualise the behaviour of MR2 tankers after discharging CPP on TC2 (Europe-to-USAC)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "92272dc2",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-05-31T16:54:52.602624Z",
+ "start_time": "2024-05-31T16:54:40.335536Z"
+ }
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+ "xaxis": {
+ "anchor": "y",
+ "domain": [
+ 0,
+ 1
+ ],
+ "rangeslider": {
+ "visible": true
+ },
+ "title": {
+ "text": "Date"
+ }
+ },
+ "yaxis": {
+ "anchor": "x",
+ "domain": [
+ 0,
+ 1
+ ],
+ "title": {
+ "text": "Proportion of voyages"
+ }
+ }
+ }
+ },
+ "text/html": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Query and plot post ballast counts for MR2s trading TC2\n",
+ "tc2_post_ballast=post_ballast_distribution(origin=nwe, origin_excl=None, \n",
+ " destination=usac, destination_excl=None, \n",
+ " vessel_class='oil_mr2', \n",
+ " product=cpp, product_excl=lpg, \n",
+ " start_y=2021, start_m=1, start_d=1, \n",
+ " end_y=2024, end_m=5, end_d=31, \n",
+ " show_top_x=3, plot=True, option='proportions')\n",
+ "\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a6b1e6b7",
+ "metadata": {},
+ "source": [
+ "### Overlay with speed data\n",
+ "Use voyages time series to aggregate ballast speeds towards region of interest."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "cdf5867a",
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-05-31T16:55:58.149437Z",
+ "start_time": "2024-05-31T16:55:52.332338Z"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Downloading avg_speed for period: 2018-01-01 00:00:00 to 2021-12-31 23:59:59\n",
+ "Downloading avg_speed for period: 2022-01-01 00:00:00 to 2024-05-30 00:00:00\n"
+ ]
+ },
+ {
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+ "voyages_ts=voyages_time_series_with_split(start_y=2018, start_m=1, start_d=1, \n",
+ " end_y=2024, end_m=5, end_d=30, \n",
+ " origin=None, destination=gom, locs=None, \n",
+ " prod=cpp, prod_excl=lpg, \n",
+ " vessel_class='oil_mr2', vessel_class_excl=None, \n",
+ " status='ballast', freq='day', option='avg_speed', operator='avg', \n",
+ " title='MR2 ballast speeds towards Gulf of Mexico', \n",
+ " split=None, plot=True, plot_type='line', show_top_x=1000)\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "84f2615d",
+ "metadata": {},
+ "source": [
+ "### Contextualise speed data\n",
+ "Use seasonality to put speed data into context."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "e9e09eb4",
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+ "start_time": "2024-05-31T16:56:12.439639Z"
+ }
+ },
+ "outputs": [
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+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Downloading freight data for period: 2017-01-01 00:00:00 to 2020-12-31 23:59:59\n",
+ "Downloading freight data for period: 2021-01-01 00:00:00 to 2024-05-31 17:56:12.442444\n"
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+ " origin=None, origin_excl=None, \n",
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