diff --git "a/notebooks/land-defenders.ipynb" "b/notebooks/land-defenders.ipynb" new file mode 100644--- /dev/null +++ "b/notebooks/land-defenders.ipynb" @@ -0,0 +1,21620 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "e5796ea3-239d-4094-a0d5-76220b307f07", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import plotly.express as px\n", + "import numpy as np\n", + "from plotly.subplots import make_subplots" + ] + }, + { + "cell_type": "markdown", + "id": "4e7fd459-3ced-4d75-9a94-fff1bc3a57c1", + "metadata": {}, + "source": [ + "# Lethal attacks against land and environmental defenders between 2012 and 2021\n", + "### source: Global Witness (www.globalwitness.org)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8c398b21-b3de-4206-9fee-483e07e01a15", + "metadata": {}, + "outputs": [], + "source": [ + "# Loading data from Global Witness (https://www.globalwitness.org/en/campaigns/environmental-activists/numbers-lethal-attacks-against-defenders-2012/)\n", + "gw_data = pd.read_csv(\"global_witness_led_22-09-22.csv\")" + ] + }, + { + "cell_type": "markdown", + "id": "d8feb068-e28a-48d6-90e2-f7b9d4cfa969", + "metadata": {}, + "source": [ + "Columns of the CSV file:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c74ed5cf-9cf5-455d-8f44-3952c9d4714f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['id', 'date', 'name', 'gender', 'age', 'person_characteristics',\n", + " 'industry_driver', 'perpetrator_type', 'continent', 'country',\n", + " 'country_numeric', 'local_region', 'number_of_victims'],\n", + " dtype='object')" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gw_data.columns" + ] + }, + { + "cell_type": "markdown", + "id": "7630ae2e-ec9b-465f-b44b-969b056fde91", + "metadata": {}, + "source": [ + "Number of rows, columns:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "611fa356-569e-4f12-8ed1-742cc1206c32", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1733, 13)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gw_data.shape" + ] + }, + { + "cell_type": "markdown", + "id": "38d89ee6-b396-4f93-964e-0d6c06189ee8", + "metadata": {}, + "source": [ + "The data looks like this (minus a couple of columns):" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "5998dbb5-fc9d-4c02-8848-9fe8d1fae781", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
datenamegenderageperson_characteristicsindustry_driverperpetrator_typecontinentcountrylocal_regionnumber_of_victims
2016-02-18Aníbal Coronado MaderaMale49.000000OtherSector could not be confirmed*Private military actorsAmericasColombiaCórdoba1
2016-10-16Yimer Chávez RiveraMale31.000000Small-scale farmerSector could not be confirmed*Private military actorsAmericasColombiaCauca1
2015-02-10Héctor William Cabrera SuárezMale58.000000OtherSector could not be confirmed*UnspecifiedAmericasColombiaCaquetá1
2016-04-27Rolan Lonin CasianoMale32.000000Small-scale farmerSector could not be confirmed*Armed forcesAsiaPhilippinesBicol1
2015-05-22Benilda SantosFemale43.000000nanSector could not be confirmed*UnspecifiedAsiaPhilippinesQuezon City1
2016-08-29Diego Alfredo Chirán NastacuasMale24.000000Indigenous peoplesSector could not be confirmed*UnspecifiedAmericasColombiaNariño1
2014-04-21Luis Javier Campo MéndezMale22.000000Indigenous peoplesSector could not be confirmed*UnspecifiedAmericasColombianan1
2016-12-30Yaneth Alejandra Calvache ViverosFemalenanSmall-scale farmerSector could not be confirmed*HitmenAmericasColombiaCauca1
2017-10-24Aulio Isarama ForasteroMalenanIndigenous peoplesSector could not be confirmed*Private military actorsAmericasColombiaChocó1
2016-05-20Manuel Chimá PérezMale21.000000Indigenous peoplesSector could not be confirmed*Private military actorsAmericasColombiaAntioquia1
\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gw_data.head(10).style\\\n", + " .hide(axis=\"columns\", subset=[\"id\", \"country_numeric\"])\\\n", + " .hide(axis=\"index\")\\\n", + " .set_properties(**{'background-color': 'RGBA(232, 232, 250, .5)',\n", + " 'border': '1.5px solid white',\n", + " 'color': '#495057'})\\\n", + " .set_table_styles(\n", + " [{'selector': 'tr:hover',\n", + " 'props': [('background-color', '#fffacd')]},\n", + " {'selector': 'th',\n", + " 'props': [('background-color', 'RGBA(180, 142, 173, .5)')]}]\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "244e8329-00ce-4cac-802c-9f4324e34fb9", + "metadata": {}, + "outputs": [], + "source": [ + "#gw_data.number_of_victims.unique()\n", + "# Making sure each row records one attack/victim" + ] + }, + { + "cell_type": "markdown", + "id": "8e107fa2-ec57-4297-b0f2-6c83f26502c1", + "metadata": {}, + "source": [ + "Note: each row records one attack victim" + ] + }, + { + "cell_type": "markdown", + "id": "c7ace888-9964-4c2c-9169-ff47e4ac36af", + "metadata": {}, + "source": [ + "## About the victims" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2b583313-b8ee-4635-b498-806c6456ddca", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "gender\n", + "Male 1545\n", + "Female 183\n", + "Unknown 1\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gw_data[\"gender\"].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "7e878d5c-67d3-44bb-b369-629241ec1e22", + "metadata": {}, + "outputs": [], + "source": [ + "gender_data = {\n", + " \"gender\": [ \"Male\", \"Female\", \"unknown\"],\n", + " \"count\": [1545, 183, 1]\n", + "}\n", + "gender_df = pd.DataFrame(gender_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4e6d64d6-3473-4a3f-af65-b85eb06ce085", + "metadata": {}, + "outputs": [], + "source": [ + "treemap_gender = px.treemap(gender_df,\n", + " path=['gender'], values='count', color='gender', hover_name='count',\n", + " color_discrete_sequence=[\"#81a1c1\", \"#a3be8c\", \"#b48ead\", \"#b48ead\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "fe8fd4cb-d834-4171-9cf7-d18109c4dca9", + "metadata": {}, + "outputs": [], + "source": [ + "scatter_df = gw_data[[\"age\", \"gender\", \"person_characteristics\", \"number_of_victims\", \"industry_driver\", \"continent\"]]\n", + "#scatter_df.head()\n", + "\n", + "# Age data error: 4145\n", + "#scatter_df[scatter_df.age > 90]\n", + "\n", + "# I assume it's a typo and should be 41\n", + "fixed_df = scatter_df.replace(to_replace=4145.0, value=41)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "77dbb363-0587-42bf-bb53-cb7b22a78c97", + "metadata": {}, + "outputs": [], + "source": [ + "hist_age_gender = px.histogram(fixed_df, x=\"age\", nbins=20,\n", + " color_discrete_sequence=[\"#81a1c1\", \"#a3be8c\", \"#b48ead\"], color=\"gender\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "5d18ba21-ebef-4d42-936e-243fdfebb14b", + "metadata": {}, + "outputs": [], + "source": [ + "bar_characteristic = px.bar(fixed_df, x='person_characteristics', y='number_of_victims',\n", + " color=\"gender\", color_discrete_sequence=[\"#0354A4\", \"#0A9623\", \"#f08c00\"], \n", + " hover_data=\"age\", hover_name=\"person_characteristics\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "75e851ac-ebd5-4065-88df-cc928a17a915", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "branchvalues": "total", + "customdata": [ + [ + "Male" + ], + [ + "Female" + ], + [ + "unknown" + ] + ], + "domain": { + "x": [ + 0, + 0.45 + ], + "y": [ + 0.7375, + 1 + ] + }, + "hovertemplate": "%{hovertext}

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industry_driver=Logging
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig6_traces, fig7_traces = [], []\n", + "\n", + "for trace in range(len(bar_elder_characteristic[\"data\"])):\n", + " fig6_traces.append(bar_elder_characteristic[\"data\"][trace])\n", + "for trace in range(len(bar_elder_characteristic2[\"data\"])):\n", + " fig7_traces.append(bar_elder_characteristic2[\"data\"][trace])\n", + " \n", + "fig_elder = make_subplots(specs=[[{\"type\": \"xy\"}, {\"type\": \"xy\"}]], \n", + " cols=2, rows=1)\n", + "\n", + "for traces in fig6_traces:\n", + " fig_elder.add_trace(traces, row=1, col=1)\n", + "for traces in fig7_traces:\n", + " fig_elder.add_trace(traces, row=1, col=2)\n", + "\n", + "fig_elder.update_layout(\n", + " template=\"plotly_white\",\n", + " title=\"Most elderly victims are indigenous people and/or small-scale farmers of (the) America(s) close to mining activities (data source: www.globalwitness.org)\",\n", + " yaxis= {\"title\": 'Number of victims'},\n", + " showlegend=True, \n", + " legend={\"title\": \"Legend\", \"yanchor\":\"top\", \"y\":1.0, \"xanchor\":\"right\", \"x\":1.3}, \n", + " legend_tracegroupgap = 4,\n", + " barmode='relative',\n", + " margin=dict(r=5, t=80, b=5, l=5),)\n", + "\n", + "fig_elder.update_layout(\n", + " autosize=False,\n", + " width=1200,\n", + " height=500)\n", + " \n", + "fig_elder.show()" + ] + }, + { + "cell_type": "markdown", + "id": "2049436a-324b-4cec-b6c2-bac90e40743d", + "metadata": {}, + "source": [ + "## Where in the world?" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "a6a51b74-abbb-4050-9cca-f3e2eec9dc27", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "There were 1733 attacks across Americas, Asia, Africa, Oceania, Europe between 2012 and 2021, according to the NGO Global Witness.\n" + ] + } + ], + "source": [ + "num_attacks = gw_data.shape[0]\n", + "continents_attacks = \", \".join(gw_data[\"continent\"].unique())\n", + "\n", + "print(f'There were {num_attacks} attacks across {continents_attacks} between 2012 and 2021, according to the NGO Global Witness.')" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "fac86553-ca10-4de1-b4bd-a6fcf126d845", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Attacks occured in 61 countries.\n", + "The highest number of attacks happened in Brazil (342 attacks), Colombia (322 attacks) and the Philippines (270 attacks).\n" + ] + } + ], + "source": [ + "countries_attacks = gw_data[\"country\"].unique()\n", + "most_attacks = gw_data[\"country\"].value_counts()[:3]\n", + "\n", + "print(f'Attacks occured in {len(countries_attacks)} countries.' )\n", + "print(f'The highest number of attacks happened in {most_attacks.index[0]} ({most_attacks[0]} attacks), {most_attacks.index[1]} ({most_attacks[1]} attacks) \\\n", + "and the {most_attacks.index[2]} ({most_attacks[2]} attacks).')" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "e0ec0295-7881-4697-aa8b-b8d94125ff70", + "metadata": {}, + "outputs": [], + "source": [ + "victims_by_country = gw_data[[\"country\", \"number_of_victims\"]].groupby(by=\"country\", as_index=False).sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "cad7cb9b-35df-48b1-a20a-994969ce7df5", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "coloraxis": "coloraxis", + "geo": "geo", + "hovertemplate": "country=%{location}
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "map_victims = px.choropleth(\n", + " victims_by_country, locations=\"country\", \n", + " locationmode=\"country names\",\n", + " color='number_of_victims', \n", + " color_continuous_scale=\"sunsetdark\",\n", + " title=\"Lethal attacks of land defenders worlwide between 2012 and 2021 (data source: www.globalwitness.org)\",\n", + " projection=\"natural earth\",\n", + " width=1200, height=500\n", + " )\n", + "map_victims.update_layout(margin={\"r\":5,\"t\":80,\"l\":0,\"b\":5})\n", + "map_victims.show()" + ] + }, + { + "cell_type": "markdown", + "id": "23adb45d-3d3d-4579-9f61-9424af2bf4a0", + "metadata": {}, + "source": [ + "Attacks have happened on all continents, but areas with tropical rainforests seem to suffer more attacks (especially in Latin America)." + ] + }, + { + "cell_type": "markdown", + "id": "281ac9c1-1744-44e9-9b2d-a31101a189db", + "metadata": {}, + "source": [ + "## About the causes & perpetrators" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "bc021d3f-37fd-4d4c-9182-896fbe8c250e", + "metadata": {}, + "outputs": [], + "source": [ + "#gw_data[[\"perpetrator_type\", \"continent\", \"number_of_victims\"]].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "d2724abc-4045-4480-a5ae-f4d54c51ea02", + "metadata": {}, + "outputs": [], + "source": [ + "df_victims_industries = pd.read_csv(\"victims_by_industry.csv\")\n", + "\n", + "df_victims_perp = pd.read_csv(\"victims_by_perpetrator.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "a8172ed5-db01-42d0-bd8a-7e47223562b5", + "metadata": {}, + "outputs": [], + "source": [ + "treemap_industries = px.treemap(df_victims_industries, \n", + " path=['industry_driver'], values='count', color='industry_driver',\n", + " color_discrete_sequence=[\"#c47f5d\", \"#817568\", \"#80958e\", \"#b4874f\", \"#7c9a52\"],\n", + " width=800, height=600)\n", + "\n", + "treemap_perpetrators = px.treemap(df_victims_perp, \n", + " path=['perpetrator_type'], values='count', color='perpetrator_type',\n", + " color_discrete_sequence=[\"#004e6f\", \"#00523e\", \"#6a5d2c\", \"#008e64\", \"#36873c\", \"#004e6f\", \"#6a5d2c\"],\n", + " width=800, height=600)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "8f8336e2-4325-4f16-a29b-8df08ab2b692", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "branchvalues": "total", + "customdata": [ + [ + "Fishing" + ], + [ + "Sector could not be confirmed*" + ], + [ + "Poaching" + ], + [ + "Logging" + ], + [ + "Hydropower" + ], + [ + "Conservation" + ], + [ + "Other" + ], + [ + "Mining & Extractives" + ], + [ + "Roads & Infrastructure" + ], + [ + "Agribusiness" + ], + [ + "Wind power" + ] + ], + "domain": { + "x": [ + 0, + 0.45 + ], + "y": [ + 0, + 1 + ] + }, + "hovertemplate": "labels=%{label}
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