{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Try out the VortexaSDK"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First let's import our requirements"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-07-12T13:33:39.585115Z",
     "iopub.status.busy": "2021-07-12T13:33:39.584244Z",
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     "shell.execute_reply": "2021-07-12T13:33:40.023064Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "from datetime import datetime\n",
    "import vortexasdk as v"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Top 5 countries by number of unique vessels by origin country breakdown, in the last quater."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You'll need to enter your Vortexa API key when prompted."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-07-12T13:33:40.026867Z",
     "iopub.status.busy": "2021-07-12T13:33:40.026314Z",
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     "shell.execute_reply": "2021-07-12T13:33:54.050943Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "df = v.FleetUtilisationOriginBreakdown().search(\n",
    "    breakdown_size=5,\n",
    "    breakdown_geography=\"country\",\n",
    "    filter_time_min=datetime(2020,10,18),\n",
    "    filter_time_max=datetime(2021,1,18,23,59)\n",
    ").to_df()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-07-12T13:33:54.061953Z",
     "iopub.status.busy": "2021-07-12T13:33:54.061372Z",
     "iopub.status.idle": "2021-07-12T13:33:54.067071Z",
     "shell.execute_reply": "2021-07-12T13:33:54.067479Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That's it! You've successfully loaded data using the Vortexa SDK. Check out https://vortechsa.github.io/python-sdk/ for more examples"
   ]
  }
 ],
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