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Created October 23, 2022 13:37
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# An approach to examine economic upgrading using COMTRADE data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This notebook outlined a simple approach to examining certain types of economic upgrading using COMTRADE data.\n",
"\n",
"* Here we focus on whether a particular **state** in a particular **sector** is improving market price over a time period.\n",
"* Based on a specific HS code, it calculates for a set of states whether the price improved normalised by global market prices.\n",
"* The market prices normalised is important as this illustrates more sustainable economic upgrading, rather than improved prices as specific commoditied prcies go up or down\n",
"* This calculation mainly focusses on *process upgrading* (improving production within a specific HS code) rather than *product upgrading* or *chain upgrading* which would require reference to a broader set of commodited"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Get data from API"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"COMTRADE provides a free REST API which can be used to get the data\n",
"\n",
"See https://comtrade.un.org/Data/doc/api/ for the parameters. Key parms:\n",
"- px - H4: HS2021 coding \n",
"- r: reporter country\n",
"- p - World: partner country. In this case we need all to get a picture of tech sophistication\n",
"- rg - 2: Interested in exports only\n",
"- ps: the time period of interest (or all)\n",
"- fmt: output format. Will use CSV in this case"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [],
"source": [
"import urllib.parse as parse\n",
"import requests\n",
"import time\n",
"\n",
"import pandas as pd\n",
"import numpy as np\n",
"import plotly as py\n",
"import plotly.graph_objs as go\n",
"import matplotlib.pyplot as plt\n",
"import glob\n",
"\n",
"pd.set_option('display.max_columns', None) "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Get data from each country related to this code"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
"url = \"http://comtrade.un.org/api/get?\"\n",
"commodity_code = \"0902\" #This is the commodity code to use. In this example I will use the code for \"Tea\"\n",
"\n",
"\n",
"url_parms = { \n",
" \"max\":\"50000\", \n",
" \"type\":\"C\",\n",
" \"freq\":\"A\",\n",
" \"px\":\"HS\",\n",
" \"ps\":\"all\",\n",
" \"p\":\"0\", #\"World\" - This shows an aggregate figure \n",
" \"rg\":\"2\", \n",
" \"cc\":commodity_code,\n",
" \"fmt\":\"csv\"}"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"# List of countries to compare with reported codes\n",
"countries = { \n",
" \"Kenya\":\"404\",\n",
" \"Rwanda\":\"646\",\n",
" \"Uganda\":\"800\",\n",
" \"Tanzania\":\"834\"\n",
"}\n",
"\n",
"\n",
"df_time = pd.DataFrame()\n",
"\n",
"for key, val in countries.items():\n",
" url_parms[\"r\"] = val\n",
" full_url = url+parse.urlencode(url_parms)\n",
" df_time = df_time.append(pd.read_csv(full_url, dtype={\"Commodity Code\": int}), ignore_index = True) #Loads the url from web and feeds it into the data frame\n",
" time.sleep(2) #Slow the loop down so it doesn't overload the API"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"A quirk of the COMTRADE interface is that you can only query 5 years at a time (if you select \"all\" reporters and \"World\" data. \n",
"\n",
"This means that multiple queries need to made to get the correct time period"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [],
"source": [
"years = [\"2000,2001,2002,2003,2004\", \"2005,2006,2007,2008,2009\", \"2010,2011,2012,2013,2014\", \"2015,2016,2017,2018,2019\", \"2020\"] #Hard wired queries for simplicity\n",
"\n",
"\n",
"url_parms = { \n",
" \"max\":\"50000\", \n",
" \"type\":\"C\",\n",
" \"freq\":\"A\",\n",
" \"px\":\"HS\",\n",
" \"p\":\"0\", #\"World\" - This shows an aggregate figure \n",
" \"r\":\"all\",\n",
" \"rg\":\"2\", \n",
" \"cc\":commodity_code,\n",
" \"fmt\":\"csv\"}\n",
"\n",
"df_world_time = pd.DataFrame()\n",
"\n",
"for year_set in years:\n",
" url_parms[\"ps\"] = year_set\n",
" full_url = url+parse.urlencode(url_parms)\n",
" df_world_time = df_world_time.append(pd.read_csv(full_url, dtype={\"Commodity Code\": int}), ignore_index = True) #Loads the url from web and feeds it into the data frame\n",
" time.sleep(5) #Slow the loop down so it doesn't overload the API"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Allowing for missing data in the country data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"It is possible that for some countries that data is missing for certain years. The simplist way to solve this is to do some interpolation\n",
"\n",
"Create a pivot table and interpolate across columns - using the standard linear interpolation"
]
},
{
"cell_type": "code",
"execution_count": 126,
"metadata": {},
"outputs": [],
"source": [
"piv = df_time.pivot_table(index=['Reporter Code'], columns='Period', \n",
" values=['Netweight (kg)', 'Trade Value (US$)'], aggfunc='first').reset_index() #Make a pivot table\n",
"\n",
"\n",
"#Do the interpolation on the main values\n",
"piv['Netweight (kg)'] = piv['Netweight (kg)'].interpolate(axis=\"columns\", limit_direction=\"both\")\n",
"piv['Trade Value (US$)'] = piv['Trade Value (US$)'].interpolate(axis=\"columns\", limit_direction=\"both\")\n",
"\n",
"# Calculate the average price. Some fiddling to add it to the pivot table\n",
"av = piv['Trade Value (US$)']/piv['Netweight (kg)']\n",
"tmp = pd.concat([av], keys=['Av Trade Price (US$)'], axis=1) #Makes it look like the pivot table for easier adding\n",
"piv = piv.join(tmp) #Join them together\n",
"\n",
"#Turn back into a more conventional df like strucutre\n",
"df_time_full = piv.melt(id_vars=['Reporter Code'], var_name=[\"Var\", \"Period\"], value_name=\"Val\")\n",
"\n",
"# Work only data for period 2000-2020 here\n",
"df_time_full = df_time_full[(df_time_full[\"Period\"] >= 2000) & (df_time_full[\"Period\"] <= 2020) ]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Calculating world averages in sector"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This is used in the way to determine upgrading in the simple calculation for each country"
]
},
{
"cell_type": "code",
"execution_count": 128,
"metadata": {},
"outputs": [],
"source": [
"overall_exports = df_world_time.groupby(['Period'], as_index=False).agg({'Netweight (kg)':'sum', 'Trade Value (US$)':'sum', 'Reporter':'count'}) \n",
"overall_exports['Av Trade Price (US$)'] = overall_exports['Trade Value (US$)']/overall_exports['Netweight (kg)']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here calculating the percentage of global output for each row and adding it to the table"
]
},
{
"cell_type": "code",
"execution_count": 129,
"metadata": {},
"outputs": [],
"source": [
"def percentage_output(row):\n",
" year = row['Period']\n",
" divisor = overall_exports[overall_exports['Period'] == year]['Netweight (kg)'].iloc[0] \n",
" row['Val'] = row['Val']*100/divisor #Locate the relevant average\n",
" row['Var'] = 'Netweight pc'\n",
" return row\n",
"\n",
"temp = df_time_full[df_time_full['Var'] == 'Netweight (kg)']\n",
"df_time_full = df_time_full.append(temp.apply(percentage_output, axis=1), ignore_index = True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"Here normalising national average prices by global average price\n",
"\n",
"Calculation does % above or below the avarage price"
]
},
{
"cell_type": "code",
"execution_count": 140,
"metadata": {},
"outputs": [],
"source": [
"def price_delta(row):\n",
" year = row['Period']\n",
" glob_price = overall_exports[overall_exports['Period'] == year]['Av Trade Price (US$)'].iloc[0] \n",
" row['Val'] = (row['Val']- glob_price)*100/glob_price \n",
" row['Var'] = 'Price delta'\n",
" return row\n",
"\n",
"temp = df_time_full[df_time_full['Var'] == 'Av Trade Price (US$)']\n",
"df_time_full = df_time_full.append(temp.apply(price_delta, axis=1), ignore_index = True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Graphing data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We will draw four graphs\n",
"1. Quantity data\n",
"2. Global production share \n",
"3. Price data\n",
"4. Price data (normalised by global average) "
]
},
{
"cell_type": "code",
"execution_count": 156,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 936x1296 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.style.use('ggplot')\n",
"from matplotlib.ticker import MaxNLocator\n",
"\n",
"f, ax = plt.subplots(4, 1, figsize=(13,18))\n",
"\n",
"\n",
"# Looping over each country and adding to the graph\n",
"for country, code in countries.items(): \n",
" # --------output\n",
" df_time_new_weight = df_time_full[df_time_full[\"Var\"] == \"Netweight (kg)\"]\n",
" \n",
" slice = df_time_new_weight[df_time_new_weight['Reporter Code'] == int(code)]\n",
" slice = slice.sort_values(by=['Period'], ascending=False).reset_index()\n",
" slice.plot(title=\"1: Output (kg) produced of commodity\", x='Period', y='Val', kind=\"line\", ax=ax[0])\n",
" \n",
" \n",
" #---------output share\n",
" df_time_new_weight = df_time_full[df_time_full[\"Var\"] == \"Netweight pc\"]\n",
" \n",
" slice = df_time_new_weight[df_time_new_weight['Reporter Code'] == int(code)]\n",
" slice = slice.sort_values(by=['Period'], ascending=False).reset_index()\n",
" slice.plot(title=\"2: Global share of output\", x='Period', y='Val', kind=\"line\", ax=ax[1])\n",
" \n",
" #---------price\n",
" df_time_new_weight = df_time_full[df_time_full[\"Var\"] == \"Av Trade Price (US$)\"]\n",
" \n",
" slice = df_time_new_weight[df_time_new_weight['Reporter Code'] == int(code)]\n",
" slice = slice.sort_values(by=['Period'], ascending=False).reset_index()\n",
" slice.plot(title=\"3: Average Price of Commodity\", x='Period', y='Val', kind=\"line\", ax=ax[2])\n",
" \n",
" #---------price delta\n",
" df_time_new_weight = df_time_full[df_time_full[\"Var\"] == \"Price delta\"]\n",
" \n",
" slice = df_time_new_weight[df_time_new_weight['Reporter Code'] == int(code)]\n",
" slice = slice.sort_values(by=['Period'], ascending=False).reset_index()\n",
" slice.plot(title=\"4: Difference on unit price\", x='Period', y='Val', kind=\"line\", ax=ax[3])\n",
" \n",
"\n",
"# Price trend line for ax[2]\n",
"overall_exports.plot(x='Period', y='Av Trade Price (US$)', ax=ax[2], style='--', color=['black'])\n",
"\n",
"ax[0].set_xlabel(\"Year\")\n",
"ax[0].set_ylabel(\"Output\")\n",
"ax[0].legend(countries.keys(), loc='upper left')\n",
"ax[0].xaxis.set_major_locator(MaxNLocator(integer=True)) #Formatting as integers on the x-axis\n",
"\n",
"ax[1].set_xlabel(\"Year\")\n",
"ax[1].set_ylabel(\"% Global output\")\n",
"ax[1].legend(countries.keys(), loc='upper left')\n",
"ax[1].xaxis.set_major_locator(MaxNLocator(integer=True))\n",
"\n",
"\n",
"ax[2].set_xlabel(\"Year\")\n",
"ax[2].set_ylabel(\"National Average Price ($)\")\n",
"\n",
"# Update the legend to include an average readout\n",
"tmp = list(countries.keys())\n",
"tmp.append(\"Global Average\")\n",
"ax[2].legend(tmp, loc='upper left')\n",
"ax[2].set_ylim((0, 5)) #Tweaking axis to make better graphs\n",
"ax[2].xaxis.set_major_locator(MaxNLocator(integer=True))\n",
"\n",
"\n",
"ax[3].axhline(0, color='grey', ls='--')\n",
"ax[3].set_xlabel(\"Year\")\n",
"ax[3].set_ylabel(\"Difference to global avarage %\")\n",
"ax[3].legend(countries.keys(), loc='upper left')\n",
"ax[3].set_ylim((-80, 25)) #Tweaking axis to make better graphs\n",
"ax[3].xaxis.set_major_locator(MaxNLocator(integer=True))\n",
"\n",
"\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Interpretation\n",
"This data shows us an overview of the sector (tea), for a set of countries (Easy Africa) \n",
"- In terms of production, we can see that Kenyan production is much larger than neighbours in Fig 1\n",
"- Only Kenya appears to be expanding their global share while neighbours remain at quite small levels as shown in Fig 2\n",
"- With exception of a data points, all countries sell below the average global price. From Fig 3, we can see a steady rise in the average global price and all countries gained a benefit of this from around 2000-2017 but with falls since\n",
"- It doesn't appear there is significant economic upgrading in Fig 4 across three countries. The exception is Rwanda where prices have moved much closer to the global average (althrough still below). This indicates some levels of economy upgrading over this period.\n",
"\n",
"## Further work\n",
"- Some further steps might be to smoothed data, or index based on 2000 to make a closer examination. \n",
"- There are a few extreme data points which require further investigtion - this could relate to false data or specific issues in the regional or global market.\n",
"- Further analysis of the global movements related to the global financial crisis in this data would also require further consideration"
]
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