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Weekly cumulative stats collected on 2026-03-17

gv-campaign-stats-2026-03-17.ipynb Raw
{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3c014328-9dcf-4a78-af68-4db6a904d7d8",
   "metadata": {},
   "source": [
    "# gaza-verified cumulative campaigns statistics\n",
    "\n",
    "This notebook provides some insights on the distribution of funding to the campaigns in the [gaza-verified](https://gaza-verified.org) mutual aid program.\n",
    "\n",
    "It analyzes:\n",
    "\n",
    "- Total daily donations trends\n",
    "- Per-capita daily donation trends\n",
    "- Fairness of the distribution of the funds across the registered campaigns"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e99a7acf-d385-4dd2-8b81-9f29939a7737",
   "metadata": {},
   "source": [
    "## Total daily donations trends\n",
    "\n",
    "We first look at the cumulative donation trends over the past week"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4bc4146e-b4a5-4972-bffc-7f96bad780d0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Common imports and constants\n",
    "\n",
    "import requests\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "\n",
    "from collections import defaultdict\n",
    "from datetime import datetime, timedelta\n",
    "\n",
    "api_url = \"https://gaza.onl/api/v1/campaigns/accounts\"\n",
    "end_time = str(datetime.now().date() - timedelta(days=1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a34a357f-1360-403f-a8ce-0005ec083c3d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Fetch the number of campaigns up to a certain date\n",
    "start_time = str(datetime.now().date() - timedelta(days=30))\n",
    "group_by = [\"donation.created_at:day\"]\n",
    "sort = \"donation.created_at\"\n",
    "\n",
    "response = requests.get(\n",
    "    api_url,\n",
    "    params={\n",
    "        \"start_time\": start_time,\n",
    "        \"end_time\": end_time,\n",
    "        \"group_by\": group_by,\n",
    "        \"sort\": sort,\n",
    "    },\n",
    ")\n",
    "\n",
    "response.raise_for_status()\n",
    "data = response.json().get('data')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "91e687ca-9b80-494f-9352-f88ef9a7ee9d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Group them up and keep a separate day -> n_campaigns map (used later for the mean value)\n",
    "\n",
    "donations_per_day = {}\n",
    "campaigns_per_day = {}\n",
    "\n",
    "for account_record in data:\n",
    "    for row in account_record.get('data', []):\n",
    "        account, date = row['group_value']\n",
    "        amount = row['amount']['amount']\n",
    "        if date:\n",
    "            donations_per_day[date] = donations_per_day.get(date, 0) + amount\n",
    "            campaigns_per_day[date] = {*campaigns_per_day.get(date, set()), account}\n",
    "\n",
    "campaigns_per_day = {\n",
    "    item[0]: len(item[1])\n",
    "    for item in sorted(\n",
    "        campaigns_per_day.items(),\n",
    "        key=lambda pair: pair[0],\n",
    "    )\n",
    "}\n",
    "\n",
    "donations_per_day = [\n",
    "    (item[0], int(item[1]))\n",
    "    for item in sorted(\n",
    "        donations_per_day.items(),\n",
    "        key=lambda pair: pair[0],\n",
    "    )\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2bb2faa9-c40d-48c3-ab9e-545cb5e23706",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dates, amounts = zip(*donations_per_day)\n",
    "amounts = np.array(amounts)\n",
    "\n",
    "plt.figure(figsize=(12, 8))\n",
    "plt.plot(\n",
    "    dates, amounts, marker=\".\", linestyle=\"-\", label=\"Daily Donations\", color=\"orange\"\n",
    ")\n",
    "\n",
    "# Add moving average over the last 3 days\n",
    "window_size = 4\n",
    "if len(amounts) >= window_size:\n",
    "    moving_avg = np.convolve(amounts, np.ones(window_size) / window_size, mode=\"valid\")\n",
    "    plt.plot(\n",
    "        dates[window_size - 1 :],\n",
    "        moving_avg,\n",
    "        color=\"blue\",\n",
    "        linestyle=\"--\",\n",
    "        label=f\"{window_size}-Day Moving Average\",\n",
    "    )\n",
    "    plt.fill_between(dates[window_size - 1 :], moving_avg, color=\"skyblue\", alpha=0.4)\n",
    "    plt.legend()\n",
    "\n",
    "plt.xlabel(\"Date\")\n",
    "plt.ylabel(\"Amount (USD)\")\n",
    "plt.title(f\"Total Daily Donations from {start_time} to {end_time}\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.grid(True, alpha=0.3)\n",
    "plt.gca().xaxis.set_major_locator(plt.MaxNLocator(nbins=len(dates)//2))\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7764fbb9-70f7-470d-a7e3-e79385b8ef30",
   "metadata": {},
   "source": [
    "## Average per-campaign daily trends\n",
    "\n",
    "Let's take a closer look at how much support each campaign received on average, on a daily basis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "58a8a5e6-c417-459a-8b5d-82f31ce772d8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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E1jbI2Q5Z2yBnO2TdRqnuiiF51q9f74444gh3ww03xI8tW7bMdenSxT3zzDMprCy7kLMdsrZBznbI2gY521izZo0bMWKE++EPfxg/9vbbb7tTTz3VffHFF27Dhg3x47E5GugYsrZBznbI2gY52yHrtuPue1nso48+UkVFhS688EJJUnNzswYNGqSJEyfG97O6ltte7/w22o6c7ZC1DXK2Q9Y2yNnG6tWrdeaZZ+p73/te/NiMGTM0b948HXPMMerTp48OPvhg/c///E+rOw2h/cjaBjnbIWsb5GyHrNuOplQWGzJkiE466SSNHj1akpSbmxv/2Jo1aySp1Q/d/ADeMeRsh6xtkLMdsrZBzjZGjRql8vJyDRgwQJJ0++2366677tJvf/tbDRw4UCtXrtRPfvITPfzww7r00ktTXG1mI2sb5GyHrG2Qsx2ybjuaUlkmNv8iEoloyJAhuuyyy1odlyS/39/qzkMPPfSQiouL9Z3vfCclNWcicrZD1jbI2Q5Z2yBnG7E8nXMKBAKqqKiIf2zQoEF64YUXdPLJJ0uSqqqqNHXqVK1bty5V5WY0srZBznbI2gY52yHrjqEplUU++eQT/e53v9PWrVvVv39/XXbZZSovL5ek+A/mPp9P3bt3V9euXSVJP/rRj3TXXXdp/vz5qSs8w5CzHbK2Qc52yNoGOdvYMecDDjhAl156aTxnSfrmN78Zf9s5p5ycHA0aNEiDBg2KH2NVWtuQtQ1ytkPWNsjZDll3HLeUyRJLlizRhAkTtGrVKi1fvlwvvfSSRo0apX/9619yLTdYjP1muKGhQZ7n6bbbbtM999yj9957T8OHD09l+RmDnO2QtQ1ytkPWNsjZxs45v/jii7vkHPtTim6J/PWvf62lS5fq+OOPjx/DvpG1DXK2Q9Y2yNkOWe+nxM9Oh7VQKOS+9a1vuW9/+9vOOecikYhbv369mzx5sgsEAu5vf/tbq8efc845LicnxwUCATdnzpxUlJyRyNkOWdsgZztkbYOcbbQ359mzZ7trr73WdevWzc2bNy8FFWcusrZBznbI2gY52yHr/cf2vSzgeZ42bdqkY445Jn6svLxcv//971VQUKALL7xQgwcP1mGHHaZQKKTu3burR48eeu211zRy5MgUVp5ZyNkOWdsgZztkbYOcbbQn5w0bNuill17SsmXL9NZbb8WHzaNtyNoGOdshaxvkbIes95/n3A7ryJCxzjvvPH3yySeaPXu2PM9TOByW3+9XJBLRf/3Xf2nlypV65513FAgEtHjxYhUWFmrw4MGpLjvjkLMdsrZBznbI2gY522hPzlu2bJHf74/P70L7kLUNcrZD1jbI2Q5Z7x9mSmW4WE/xvPPOUyQS0W233abm5mb5/X6FQiH5fD5973vfU2VlpVauXClJGjlyJD+AtxM52yFrG+Rsh6xtkLONjuTco0cPfvjuALK2Qc52yNoGOdsh68SgKZXhYgPRTjjhBB1zzDH65z//qfvuu0/BYFA5OdHdmQMGDJCkVre9RvuQsx2ytkHOdsjaBjnbIGc7ZG2DnO2QtQ1ytkPWiUFTKgs0NTWpoKBA06ZN09ixY/XXv/5V11xzjaqqqrR27Vo99dRTysvLU58+fVJdakYjZztkbYOc7ZC1DXK2Qc52yNoGOdshaxvkbIesEyAV09XRMU1NTc656ET/mFAo5Jxzbvny5e6ZZ55xjY2Nbtq0ae7QQw91fr/fjR492vXp08d9+OGHKak5E5GzHbK2Qc52yNoGOdsgZztkbYOc7ZC1DXK2Q9bJQ1MqQ3z88cfuwgsvdMuXL48fC4fDzrnoP4J+/fq5H/zgB8656D+Ompoa99xzz7l33nnHrVy5MiU1ZyJytkPWNsjZDlnbIGcb5GyHrG2Qsx2ytkHOdsg6uWhKZYAFCxa4Hj16uCuuuMJ99NFHrT62bt06V1ZW5i677LJWXVu0HznbIWsb5GyHrG2Qsw1ytkPWNsjZDlnbIGc7ZJ18NKXSXGVlpTv00EPd1VdfHT/W2Njo1q1bF//4b37zG9fc3JyqErMCOdshaxvkbIesbZCzDXK2Q9Y2yNkOWdsgZztkbYOmVJr77LPP3Pjx411lZaWLRCLuG9/4hjv66KNdIBBwV1xxhZs/f36qS8wK5GyHrG2Qsx2ytkHONsjZDlnbIGc7ZG2DnO2QtY2cVA9ax97V1dWpsrJSNTU1uuCCCxQKhXTNNdeourpa9957rzZu3KjbbrtNw4YNS3WpGY2c7ZC1DXK2Q9Y2yNkGOdshaxvkbIesbZCzHbK2QVMqzRUXF6umpkYvvviiunXrph/96EfxJ/2IESN09tln65133uEfwn4iZztkbYOc7ZC1DXK2Qc52yNoGOdshaxvkbIesjaR6qRb27ZZbbnGe57nCwkI3b94859z2W1GeffbZ7vzzz09hddmDnO2QtQ1ytkPWNsjZBjnbIWsb5GyHrG2Qsx2yTj5WSqWR5cuX64UXXtDWrVt14IEH6jvf+Y4k6dJLL9WGDRv0+OOP691339WoUaOUkxP9q3POaciQIaksO+OQsx2ytkHOdsjaBjnbIGc7ZG2DnO2QtQ1ytkPWqUNTKk0sXLhQp512moYPH66qqiotWLBAX3zxhX76059qwIABuuGGG9TU1KRrrrlGy5cvV58+fbRu3Tq9/fbbmjp1aqrLzxjkbIesbZCzHbK2Qc42yNkOWdsgZztkbYOc7ZB1iqVmgRZ2tHz5cjdkyBB30003uUgk4qqrq93DDz/sRowY4f7zn//EH1dfX+/uu+8+96UvfcmNHTvWTZo0iYn/7UDOdsjaBjnbIWsb5GyDnO2QtQ1ytkPWNsjZDlmnHk2pFAuHw+722293kyZNclVVVfHjc+bMcWVlZW7JkiW7fM7WrVtdKBRytbW1lqVmNHK2Q9Y2yNkOWdsgZxvkbIesbZCzHbK2Qc52yDo9sH0vxXw+n8aNG6dIJKKSkhJJ0b2phxxyiIqLi7V169ZdPqekpEQ+n09FRUXW5WYscrZD1jbI2Q5Z2yBnG+Rsh6xtkLMdsrZBznbIOj34Ul0ApGOPPVY333yzpOg/As/zlJubK8/z1NDQEH/cq6++qkgkIp+Pv7aOIGc7ZG2DnO2QtQ1ytkHOdsjaBjnbIWsb5GyHrFOPRFNg5cqVevHFF/Xoo49q3bp1ampqkiSFw2F5nqdQKKS6ujqFQiEVFhZKkn7yk5/olFNO0fr161NZekYhZztkbYOc7ZC1DXK2Qc52yNoGOdshaxvkbIes05DdTkE459xHH33kysvL3WGHHea6du3q+vfv737wgx+4ZcuWOeeci0Qirrm52dXV1bkBAwa4efPmualTp7ouXbq42bNnp7j6zEHOdsjaBjnbIWsb5GyDnO2QtQ1ytkPWNsjZDlmnJ5pShrZu3erGjh3r/vu//9tVVlY655y79dZb3bHHHuvOPPNM99lnn7V6/OGHH+6OOOIIl5eXxz+CdiBnO2Rtg5ztkLUNcrZBznbI2gY52yFrG+Rsh6zTF00pQytWrHADBgxwr7zySqvjTz75pJs4caI799xz3bp165xzzlVWVrrS0lKXk5PjFixYkIpyMxY52yFrG+Rsh6xtkLMNcrZD1jbI2Q5Z2yBnO2SdvpgpZcjv96uwsFBr166VJIVCIUnS+eefr/POO0+LFi3SjBkzJEndunXTAw88oIULF2r06NEpqzkTkbMdsrZBznbI2gY52yBnO2Rtg5ztkLUNcrZD1unLc865VBfRmZx55platWqV3njjDXXt2lWhUEg5OTmSpG984xtas2aN3nvvPUliuv9+IGc7ZG2DnO2QtQ1ytkHOdsjaBjnbIWsb5GyHrNMTKSdRXV2dampqVF1dHT/22GOPqaqqSt/85jfV1NQU/0cgSaeeeqqcc2psbJQk/hG0ETnbIWsb5GyHrG2Qsw1ytkPWNsjZDlnbIGc7ZJ05SDpJlixZorPPPlvHHXechg8frj/96U+KRCLq2bOnnnrqKS1dulSnnHKKPvnkEwWDQUnSrFmzVFxcnOLKMws52yFrG+Rsh6xtkLMNcrZD1jbI2Q5Z2yBnO2SdYVIxyCrbLV682PXo0cNdf/317qmnnnI33HCDy83NdXPnzo0/ZuHChW706NFuyJAhbty4ce6rX/2qKy4udvPnz09h5ZmFnO2QtQ1ytkPWNsjZBjnbIWsb5GyHrG2Qsx2yzjzMlEqwyspKffvb39bBBx+se++9N378hBNO0OjRo3XvvffKOSfP8yRJDzzwgFavXq3CwkKdc845GjZsWKpKzyjkbIesbZCzHbK2Qc42yNkOWdsgZztkbYOc7ZB1ZsrZ90PQHs3Nzdq2bZu+/vWvS9o+IG3w4MHasmWLJMnzPIXDYfn9fl155ZWpLDdjkbMdsrZBznbI2gY52yBnO2Rtg5ztkLUNcrZD1pmJmVIJVl5erj/+8Y869thjJUnhcFiS1K9fv1bD0vx+v2pqauLvs2CtfcjZDlnbIGc7ZG2DnG2Qsx2ytkHOdsjaBjnbIevMRFMqCYYOHSop2pnNzc2VFP0HsWHDhvhjpk2bpkcffVShUEiS4ksI0XbkbIesbZCzHbK2Qc42yNkOWdsgZztkbYOc7ZB15mH7XhL5fL74nlXP8+T3+yVJP/vZz3Tbbbdp3rx5rW5DiY4hZztkbYOc7ZC1DXK2Qc52yNoGOdshaxvkbIesMwcrpZIsthTQ7/erf//+uvPOO3XHHXdozpw5GjNmTIqryx7kbIesbZCzHbK2Qc42yNkOWdsgZztkbYOc7ZB1ZqA1mGSxvau5ubl69NFHVVJSonfffVeHH354iivLLuRsh6xtkLMdsrZBzjbI2Q5Z2yBnO2Rtg5ztkHVmYKWUkVNPPVWS9N5772ncuHEpriZ7kbMdsrZBznbI2gY52yBnO2Rtg5ztkLUNcrZD1unNc4yaN1NXV6eioqJUl5H1yNkOWdsgZztkbYOcbZCzHbK2Qc52yNoGOdsh6/RFUwoAAAAAAADm2L4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      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot per-campaign average trend\n",
    "\n",
    "pro_capita_donations_per_day = [\n",
    "    (date, amount / campaigns_per_day[date])\n",
    "    for date, amount in donations_per_day\n",
    "    if campaigns_per_day.get(date)\n",
    "]\n",
    "\n",
    "dates, amounts = zip(*pro_capita_donations_per_day)\n",
    "amounts = np.array(amounts)\n",
    "\n",
    "plt.figure(figsize=(12, 8))\n",
    "plt.plot(\n",
    "    dates, amounts, marker=\".\", linestyle=\"-\", label=\"Avg per-campaign daily donations\", color=\"orange\"\n",
    ")\n",
    "\n",
    "# Add moving average over the last 3 days\n",
    "window_size = 4\n",
    "if len(amounts) >= window_size:\n",
    "    moving_avg = np.convolve(amounts, np.ones(window_size) / window_size, mode=\"valid\")\n",
    "    plt.plot(\n",
    "        dates[window_size - 1 :],\n",
    "        moving_avg,\n",
    "        color=\"blue\",\n",
    "        linestyle=\"--\",\n",
    "        label=f\"{window_size}-Day Moving Average\",\n",
    "    )\n",
    "    plt.fill_between(dates[window_size - 1 :], moving_avg, color=\"skyblue\", alpha=0.4)\n",
    "    plt.legend()\n",
    "\n",
    "plt.xlabel(\"Date\")\n",
    "plt.ylabel(\"Amount (USD)\")\n",
    "plt.title(f\"Average Daily Donations Per Campaign from {start_time} to {end_time}\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.gca().xaxis.set_major_locator(plt.MaxNLocator(nbins=len(dates)//2))\n",
    "plt.grid(True, alpha=0.3)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "20a72605-3ed1-452b-bc02-ed4514a45d45",
   "metadata": {},
   "source": [
    "## Per-campaign funding distribution\n",
    "\n",
    "Finally, let's take a closer look at how fairly funding is distributed across the campaigns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "88fa7d5b-6fa9-43d9-8854-4640cb87490e",
   "metadata": {},
   "outputs": [],
   "source": [
    "start_time = str(datetime.now().date() - timedelta(days=7))\n",
    "group_by = [\"donation.campaign_url\"]\n",
    "sort = \"amount:desc\"\n",
    "\n",
    "response = requests.get(\n",
    "    api_url,\n",
    "    params={\n",
    "        \"start_time\": start_time,\n",
    "        \"group_by\": group_by,\n",
    "        \"sort\": sort,\n",
    "    },\n",
    ")\n",
    "\n",
    "response.raise_for_status()\n",
    "data = response.json().get('data')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8b7c7401-9d16-45b6-8444-92884db2d5a1",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_2012525/3252755340.py:11: UserWarning: The palette list has more values (163) than needed (127), which may not be intended.\n",
      "  sns.barplot(\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "amount_by_account = []\n",
    "\n",
    "for row in data:\n",
    "    account = row['group_value'][0].split('/')[-1]\n",
    "    amount = row['amount']['amount']\n",
    "    amount_by_account.append((account, amount))\n",
    "\n",
    "accounts, amounts = zip(*amount_by_account)\n",
    "amounts = np.array(amounts)\n",
    "plt.figure(figsize=(12, 8))\n",
    "sns.barplot(\n",
    "    x=list(accounts),\n",
    "    y=amounts,\n",
    "    palette=sns.color_palette(\"RdYlGn\", len(amounts)),\n",
    "    hue=[amount / max(amounts) for amount in amounts],\n",
    ")\n",
    "\n",
    "plt.xlabel(\"\")\n",
    "plt.ylabel(\"Amount raised (USD)\")\n",
    "plt.title(f\"Distribution of funds raised by the campaigns between {start_time} and {datetime.now().date()}\")\n",
    "plt.xticks(rotation=45, labels=[\"\" for _ in accounts], ticks=[\"\" for _ in accounts])\n",
    "plt.grid(True, alpha=0.3)\n",
    "plt.legend([], [], frameon=False)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  }
 ],
 "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": "3.14.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}