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@MarcoBuster
Last active December 23, 2025 22:30
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Analysis of the esoteric italian taxation. Could be inaccurate, do not use in production ;)
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import seaborn as sns\n",
"from matplotlib.ticker import FuncFormatter, MultipleLocator, NullLocator\n",
"\n",
"r = lambda x: np.round(x, 2)\n",
"vec = np.vectorize"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Impostazioni\n",
"Alcuni calcoli cambiano in base al **numero delle mensilità** (sgravio contributivo), al **numero dei giorni lavorati** e **tipo di contratto** (detrazioni da lavoro dipendente)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"mensilita = 12\n",
"days = 365\n",
"permanent = True"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Calcolo dell'imposta\n",
"\n",
"Le addizionali regionali e comunali IRPEF sono calcolate su un lavoratore residente a Milano.\n",
"\n",
"Tutte le altre deduzioni e detrazioni diverse da quelle da lavoro dipendente che un lavoratore può aver diritto non sono considerate per ovvia soggettività."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"INPS_RATE = 0.0919\n",
"IRPEF = [\n",
" (28_000, 0.23),\n",
" (50_000, 0.35),\n",
" (float(\"inf\"), 0.43),\n",
"]\n",
"IRPEF_REGIONAL = [\n",
" (15_000, 0.0123),\n",
" (28_000, 0.0158),\n",
" (50_000, 0.0172),\n",
" (float(\"inf\"), 0.0173),\n",
"]\n",
"IRPEF_COMUNAL = 0.009\n",
"\n",
"\n",
"def f_brackets(x, brackets):\n",
" ret = prev = 0\n",
" for bracket, rate in brackets:\n",
" if x <= prev:\n",
" break\n",
" taxable_income = min(x, bracket) - prev\n",
" ret += taxable_income * rate\n",
" prev = bracket\n",
" return ret\n",
"\n",
"f_inps = vec(lambda x: x * INPS_RATE)\n",
"f_irpef = vec(lambda x: f_brackets(x, IRPEF))\n",
"f_irpef_regional = vec(lambda x: f_brackets(x, IRPEF_REGIONAL))\n",
"f_irpef_comunal = vec(lambda x: x * IRPEF_COMUNAL)\n",
"\n",
"\n",
"# \"Bonus Renzi\"\n",
"@np.vectorize\n",
"def f_irpef_bonus(x, irpef, detractions):\n",
" if detractions > irpef:\n",
" return 0\n",
"\n",
" if x <= 15_000:\n",
" return 1200\n",
" if x <= 28_000:\n",
" return 0\n",
" return 0\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Regole 2024\n",
"\n",
"- Bonus INPS (_\"taglio cuneo fiscale\"_)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"@np.vectorize\n",
"def f_inps_bonus_24(x):\n",
" if (x / mensilita) <= 1923:\n",
" return x * 0.07\n",
" elif 1923 < (x / mensilita) <= 2692:\n",
" return x * 0.06\n",
" return 0\n",
"\n",
"\n",
"@np.vectorize\n",
"def f_worker_detractions_24(x):\n",
" ret = 0\n",
" if x <= 15_000:\n",
" ret = 1955\n",
" elif x <= 28_000:\n",
" ret = 1910 + 1190 * (28_000 - x) / 13_000\n",
" elif x <= 50_000:\n",
" ret = 1910 * (50_000 - x) / 22_000\n",
"\n",
" if 25_000 <= x <= 35_000:\n",
" ret += 65\n",
"\n",
" ret *= days / 365\n",
" if x <= 15_000:\n",
" ret = max(ret, 690 if permanent else 1380)\n",
"\n",
" return ret\n",
"\n",
"\n",
"@np.vectorize\n",
"def f_net_24(x):\n",
" inps = r(f_inps(x)) - f_inps_bonus_24(x)\n",
"\n",
" taxable = r(x - inps)\n",
" irpef = f_irpef(taxable)\n",
" irpef_regional = f_irpef_regional(taxable)\n",
" irpef_comunal = f_irpef_comunal(taxable)\n",
" detractions = f_worker_detractions_24(x)\n",
" irpef_bonus = f_irpef_bonus(x, irpef, detractions)\n",
"\n",
" tax = max(0, r(irpef + irpef_regional + irpef_comunal - detractions - irpef_bonus))\n",
"\n",
" return r(x - inps - tax)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Regole 2025\n",
"\n",
"- Rimosso Bonus INPS\n",
"- Aggiunta somma esentasse aggiuntiva per i redditi <= 20k\n",
"- Aggiunte detrazioni lavoratore dipendente aggiuntive redditi 20k <= x <= 40k"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"@np.vectorize\n",
"def f_exempt_bonus_25(x):\n",
" if x <= 8_500:\n",
" return 0.071 * x\n",
" elif x <= 15_000:\n",
" return 0.053 * x\n",
" elif x < 20_000:\n",
" return 0.048 * x\n",
" return 0\n",
"\n",
"\n",
"@np.vectorize\n",
"def f_worker_detractions_25(x):\n",
" ret = f_worker_detractions_24(x)\n",
"\n",
" if 20_000 <= x < 32_000:\n",
" ret += 1000\n",
" if 32_000 <= x <= 40_000:\n",
" ret += 1000 * (40_000 - x) / 8_000\n",
"\n",
" return ret\n",
"\n",
"\n",
"@np.vectorize\n",
"def f_net_25(x):\n",
" inps = r(f_inps(x))\n",
"\n",
" taxable = r(x - inps)\n",
" irpef = f_irpef(taxable)\n",
" irpef_regional = f_irpef_regional(taxable)\n",
" irpef_comunal = f_irpef_comunal(taxable)\n",
" detractions = f_worker_detractions_25(x)\n",
" irpef_bonus = f_irpef_bonus(x, irpef, detractions)\n",
" exempt_bonus = f_exempt_bonus_25(x)\n",
"\n",
" tax = max(0, r(irpef + irpef_regional + irpef_comunal - detractions - irpef_bonus))\n",
"\n",
" return r(x - inps - tax + exempt_bonus)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Regole 2026\n",
"\n",
"- Aliquota IRPEF ridotta dal 35% al 33% per il secondo scaglione (28k-50k)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"IRPEF_26 = [\n",
" (28_000, 0.23),\n",
" (50_000, 0.33),\n",
" (float(\"inf\"), 0.43),\n",
"]\n",
"\n",
"f_irpef_26 = vec(lambda x: f_brackets(x, IRPEF_26))\n",
"\n",
"\n",
"@np.vectorize\n",
"def f_net_26(x):\n",
" inps = r(f_inps(x))\n",
"\n",
" taxable = r(x - inps)\n",
" irpef = f_irpef_26(taxable)\n",
" irpef_regional = f_irpef_regional(taxable)\n",
" irpef_comunal = f_irpef_comunal(taxable)\n",
" detractions = f_worker_detractions_25(x)\n",
" irpef_bonus = f_irpef_bonus(x, irpef, detractions)\n",
" exempt_bonus = f_exempt_bonus_25(x)\n",
"\n",
" tax = max(0, r(irpef + irpef_regional + irpef_comunal - detractions - irpef_bonus))\n",
"\n",
" return r(x - inps - tax + exempt_bonus)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Analisi"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"tick = 500\n",
"ral_min = 10_000\n",
"ral_max = 45_000\n",
"\n",
"gross = np.arange(ral_min, ral_max, tick)\n",
"net24 = f_net_24(gross)\n",
"net25 = f_net_25(gross)\n",
"net26 = f_net_26(gross)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Lordo -> Netto"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1400x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sns.set_theme(style=\"white\", rc={\"figure.figsize\": (14, 8)})\n",
"\n",
"def kfmt(x, pos):\n",
" if x == 0:\n",
" return \"0\"\n",
" return f\"{int(x/1000)}k\"\n",
"\n",
"def marginal_from_net(gross, net):\n",
" dg = np.diff(gross)\n",
" dn = np.diff(net)\n",
" m = 100 * (1 - dn / dg)\n",
" x = gross[1:]\n",
" return x, m\n",
"\n",
"tick = 500\n",
"thresholds = np.array([8_500, 15_000, 20_000, 28_000, 32_000, 40_000, 50_000], dtype=float)\n",
"\n",
"gross = np.unique(np.concatenate([\n",
" np.arange(0, 60_000 + tick, tick, dtype=float),\n",
" thresholds\n",
"]))\n",
"\n",
"net24 = f_net_24(gross)\n",
"net25 = f_net_25(gross)\n",
"net26 = f_net_26(gross)\n",
"\n",
"x24, m24 = marginal_from_net(gross, net24)\n",
"x25, m25 = marginal_from_net(gross, net25)\n",
"x26, m26 = marginal_from_net(gross, net26)\n",
"\n",
"fig, ax = plt.subplots(figsize=(14, 8))\n",
"\n",
"ax.step(x24, m24, where=\"pre\", label=\"2024\", linewidth=1.6, alpha=0.9)\n",
"ax.step(x25, m25, where=\"pre\", label=\"2025\", linewidth=1.9, alpha=0.9)\n",
"ax.step(x26, m26, where=\"pre\", label=\"2026\", linewidth=2.8, alpha=0.95)\n",
"\n",
"ax.set_xlim(0, 60_000)\n",
"ax.set_ylim(-5, 110)\n",
"\n",
"ax.xaxis.set_major_locator(MultipleLocator(5_000))\n",
"ax.xaxis.set_minor_locator(NullLocator())\n",
"ax.xaxis.set_major_formatter(FuncFormatter(kfmt))\n",
"\n",
"ax.yaxis.set_major_locator(MultipleLocator(5))\n",
"ax.yaxis.set_minor_locator(NullLocator())\n",
"\n",
"ax.set_axisbelow(True)\n",
"ax.grid(False)\n",
"ax.grid(True, which=\"major\", axis=\"both\", color=\"0.75\", linewidth=1.0, alpha=0.7)\n",
"\n",
"ax.set_title(\"Imposizione effettiva redditi da lavoro dipendente (IRPEF + INPS + Addizionali)\")\n",
"ax.set_xlabel(\"Retribuzione Annua Lorda (€/anno)\")\n",
"ax.set_ylabel(\"Aliquota marginale effettiva (%)\")\n",
"ax.legend()\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"tick = 500\n",
"xmin, xmax = 10_000, 45_000\n",
"thresholds = np.array([8_500, 15_000, 20_000, 28_000, 32_000, 40_000, 50_000], dtype=float)\n",
"thresholds_in = thresholds[(thresholds >= xmin) & (thresholds <= xmax)]\n",
"\n",
"gross = np.unique(np.concatenate([\n",
" np.arange(xmin, xmax + tick, tick, dtype=float),\n",
" thresholds_in\n",
"]))\n",
"\n",
"net24 = f_net_24(gross)\n",
"net25 = f_net_25(gross)\n",
"net26 = f_net_26(gross)\n",
"\n",
"fig, ax = plt.subplots(figsize=(14, 8))\n",
"\n",
"ax.plot(gross, net24, label=\"2024\", linewidth=1.6, alpha=0.9)\n",
"ax.plot(gross, net25, label=\"2025\", linewidth=1.9, alpha=0.9)\n",
"ax.plot(gross, net26, label=\"2026\", linewidth=2.8, alpha=0.95)\n",
"\n",
"ax.plot(gross, gross, label=\"Lordo\", linewidth=1.2, alpha=0.35, linestyle=\"--\")\n",
"\n",
"ax.set_xlim(xmin, xmax)\n",
"\n",
"ymin = float(min(net24.min(), net25.min(), net26.min()) - 500)\n",
"ymax = float(max(net24.max(), net25.max(), net26.max()) + 500)\n",
"ax.set_ylim(ymin, ymax)\n",
"\n",
"ax.xaxis.set_major_locator(MultipleLocator(2_500))\n",
"ax.xaxis.set_minor_locator(NullLocator())\n",
"ax.xaxis.set_major_formatter(FuncFormatter(kfmt))\n",
"\n",
"ax.yaxis.set_major_locator(MultipleLocator(2_500))\n",
"ax.yaxis.set_minor_locator(NullLocator())\n",
"ax.yaxis.set_major_formatter(FuncFormatter(kfmt))\n",
"\n",
"ax.set_axisbelow(True)\n",
"ax.grid(True, which=\"major\", axis=\"both\", color=\"0.75\", linewidth=1.0, alpha=0.7)\n",
"\n",
"ax.set_title(\"Retribuzione annua lorda → Reddito netto (lavoro dipendente)\")\n",
"ax.set_xlabel(\"Retribuzione Annua Lorda (€/anno)\")\n",
"ax.set_ylabel(\"Reddito netto (€/anno)\")\n",
"ax.legend()\n",
"\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "venv",
"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": "3.13.7"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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