Created
March 20, 2016 09:55
-
-
Save BibMartin/30d78737039ba4d5b4e3 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "<center><h1>Le compte Foyer Fiscal</h1></center>" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "\n", | |
| " <style>\n", | |
| " body {\n", | |
| " font-size: 20px;\n", | |
| " font-family: 'Lora', serif;\n", | |
| " color: #444;\n", | |
| " }\n", | |
| "\n", | |
| " h1 {\n", | |
| " font-size: 180%;\n", | |
| " line-height: 135%;\n", | |
| " font-family: 'Open Sans', sans-serif;\n", | |
| " text-align: center;\n", | |
| " margin: 0 0 60px;\n", | |
| " padding: 0 40px;\n", | |
| " }\n", | |
| "\n", | |
| " h1, h2, h3, h4, h5, h6 { \n", | |
| " padding: 0 40px; \n", | |
| " margin-top: 40px;\n", | |
| " color: #444;\n", | |
| " }\n", | |
| "\n", | |
| " h2 {\n", | |
| " font-size: 28px;\n", | |
| " font-style: italic;\n", | |
| " font-family: 'Lora', serif;\n", | |
| " }\n", | |
| "\n", | |
| " p {\n", | |
| " font-family: 'Lora', serif;\n", | |
| " line-height: 160%;\n", | |
| " font-size: 100%;\n", | |
| " margin-bottom: 0;\n", | |
| " color: #444;\n", | |
| " }\n", | |
| "\n", | |
| " </style>\n", | |
| "\n", | |
| " <script>\n", | |
| " $('div.input').show();\n", | |
| " $('div.output_prompt').css('display','flex');\n", | |
| " $('div.input_prompt').css('display','flex');\n", | |
| " \n", | |
| " \n", | |
| " var filename = \"http://fonts.googleapis.com/css?family=Open+Sans:400italic,400,300,700|Lora:400,700,400italic\";\n", | |
| " var fileref=document.createElement(\"link\")\n", | |
| " fileref.setAttribute(\"rel\", \"stylesheet\")\n", | |
| " fileref.setAttribute(\"type\", \"text/css\")\n", | |
| " fileref.setAttribute(\"href\", filename)\n", | |
| " document.getElementsByTagName(\"head\")[0].appendChild(fileref)\n", | |
| " </script>\n", | |
| "\n" | |
| ], | |
| "text/plain": [ | |
| "<IPython.core.display.HTML object>" | |
| ] | |
| }, | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "from IPython.display import HTML\n", | |
| "\n", | |
| "HTML(\"\"\"\n", | |
| " <style>\n", | |
| " body {\n", | |
| " font-size: 20px;\n", | |
| " font-family: 'Lora', serif;\n", | |
| " color: #444;\n", | |
| " }\n", | |
| "\n", | |
| " h1 {\n", | |
| " font-size: 180%;\n", | |
| " line-height: 135%;\n", | |
| " font-family: 'Open Sans', sans-serif;\n", | |
| " text-align: center;\n", | |
| " margin: 0 0 60px;\n", | |
| " padding: 0 40px;\n", | |
| " }\n", | |
| "\n", | |
| " h1, h2, h3, h4, h5, h6 { \n", | |
| " padding: 0 40px; \n", | |
| " margin-top: 40px;\n", | |
| " color: #444;\n", | |
| " }\n", | |
| "\n", | |
| " h2 {\n", | |
| " font-size: 28px;\n", | |
| " font-style: italic;\n", | |
| " font-family: 'Lora', serif;\n", | |
| " }\n", | |
| "\n", | |
| " p {\n", | |
| " font-family: 'Lora', serif;\n", | |
| " line-height: 160%;\n", | |
| " font-size: 100%;\n", | |
| " margin-bottom: 0;\n", | |
| " color: #444;\n", | |
| " }\n", | |
| "\n", | |
| " </style>\n", | |
| "\n", | |
| " <script>\n", | |
| " $('div.input').show();\n", | |
| " $('div.output_prompt').css('display','flex');\n", | |
| " $('div.input_prompt').css('display','flex');\n", | |
| " \n", | |
| " \n", | |
| " var filename = \"http://fonts.googleapis.com/css?family=Open+Sans:400italic,400,300,700|Lora:400,700,400italic\";\n", | |
| " var fileref=document.createElement(\"link\")\n", | |
| " fileref.setAttribute(\"rel\", \"stylesheet\")\n", | |
| " fileref.setAttribute(\"type\", \"text/css\")\n", | |
| " fileref.setAttribute(\"href\", filename)\n", | |
| " document.getElementsByTagName(\"head\")[0].appendChild(fileref)\n", | |
| " </script>\n", | |
| "\n", | |
| "\"\"\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Le prélèvement à la source\n", | |
| "\n", | |
| "Il y a quelques jours, Michel Sapin annonçait la mise en oeuvre du prélèvement à la source.\n", | |
| "\n", | |
| "Pour avoir vécu ce mode de prélèvement (en Suisse et au Danemark), j'étais plutôt favorable à cette mesure à cause\n", | |
| "de la simplification qu'elle permet. La simplification est telle que j'étais prêt à\n", | |
| "oublier que le prélèvement à la source permet de *cacher* l'impôt (et donc de le faire croître sans douleur),\n", | |
| "et que c'est un premier pas vers une fusion IR-CSG ubuesque.\n", | |
| "\n", | |
| "Puis j'ai découvert le prélèvement à la source *à la française*.\n", | |
| "* Comme on se méfie plus de l'employeur que de la NSA, celui-ci ne connaitra pas le *vrai* taux d'imposition.\n", | |
| "* Comme on ne croit plus en la famille et à la solidarité entre époux, l'impôt pourra être individualisé.\n", | |
| "* Comme on veut tout changer sans rien changer, on conservera la déclaration d'impôt pour gérer les niches\n", | |
| " fiscales et pour rattraper tous les trous d'une réforme trop vite faite pour l'être bien.\n", | |
| "* Pour ceux (de plus en plus nombreux) qui cumulent plusieurs employeurs, je n'ose pas imaginer le choc de\n", | |
| " simplification. \n", | |
| "\n", | |
| "Bref, la simplification n'est pas au rendez-vous ; les recruteurs de Bercy doivent déjà se frotter les mains.\n", | |
| "La simplification ne serait finalement effective que si on renonçait totalement au quotient familial,\n", | |
| "ce qui terminerait d'enterrer ce qui faisait la politique familiale de la France.\n", | |
| "\n", | |
| "Tout ce qu'on peut retenir de la réformce c'est :\n", | |
| "* Que ça va être compliqué.\n", | |
| "* Que ça prépare une fusion IR-CSG qui rendrait la CSG progressive.\n", | |
| "* Que ça prépare le coup de grâce porté à la politique familiale." | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Pour pélever à la source, il faut qu'il n'y ait qu'une source.\n", | |
| "\n", | |
| "Pourtant, j'aime l'idée de réformer, de simplifier, de faire bouger les lignes. Alors j'ai imaginé\n", | |
| "une autre manière de mettre en oeuvre le prélèvement à la source ; je l'apelle le **Compte Foyer Fiscal (CFF)**.\n", | |
| "\n", | |
| "Le compte foyer fiscal, c'est un compte bancaire qui centralise tous les revenus du foyer fiscal. Il est\n", | |
| "alimenté par les employeurs du foyer, qui versent dessus le salaire brut-brut (le *coût total à l'employeur*\n", | |
| "que vous voyez sur votre fiche de paye). Le foyer y prélève chaque mois ce dont il a besoin pour vivre, et le\n", | |
| "fisc délègue au gestionaire de compte (la banque) la responsabilité d'y prélever les taxes, les impôts et les cotisations. **Tout y est centralisé** : impôt sur le revenu, CSG, charges salariales, charges patronales, cotisation retraite, assurance chomage, ... tout est calculé en fonction des revenus du foyer (ce qui entre\n", | |
| "sur le compte), de son train de vie (ce qui sort du compte) et de son quotient familial. Il s'agit donc d'une véritable simplification qui ne remet pas en cause la politique familiale.\n", | |
| "\n", | |
| "En travaillant un peu, on peut imaginer que le CFF soit capable de contenir plusieurs types de placements\n", | |
| "plus ou moins avantageux (un peu comme le PEA-PME), et qu'il soit possible de distinguer quel argent appartient\n", | |
| "à qui. En effet, si le foyer fiscal contient les revenus d'adolescents qui commencent à travailler, ceux-ci\n", | |
| "peuvent légitimement vouloir distinguer leur épargne de celle de leurs parents.\n", | |
| "\n", | |
| "Tout le monde y trouve son compte: l'employeur est libéré du calcul de la feuille de paye, l'état peut fusioner autant d'impôt qu'il le souhaite et ainsi réduire ses coûts, le contribuable est dispensé de la déclaration d'impôt. Noter aussi la disparition de la fastidieuse (et manipulatrice) distinction entre le salaire net, le salaire brut et le salaire brut-brut.\n", | |
| "\n", | |
| "Enfin, c'est une simplification monumentale dans la mesure où **elle permet de rassembler tous les français sous un même régime**. Profession libérale, travailleur *uberisé*, auto-entrepreneur... tous versent leurs revenus sur leur CFF, et tous sont égaux devant le fisc." | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Un impôt sur le train de vie\n", | |
| "\n", | |
| "Un autre effet sympa de la mise en place de ce CFF serait la possibilité de taxer non pas les revenus, mais le train de vie. En effet, le CFF permet au législateur de calculer l'impôt en fonction des revenus du foyer (les rentrées d'argent), mais aussi en fonction de son train de vie (les sorties d'argent). Ainsi, si j'ai de gros revenus\n", | |
| "mais que je les laisse sur mon CFF (pour investir dans des entreprises, pour sécuriser ma retraite, pour lisser\n", | |
| "mes revenus) je peux être moins taxé que celui qui aurait des revenus identiques et qui les flamberait totalement.\n", | |
| "\n", | |
| "Taxer le train de vie plutôt que le revenu présente plusieurs avantages:\n", | |
| "* L'impôt peut être fortement progressif sans être confiscatoire: en effet comme l'épargne et l'investissement\n", | |
| " échappent à l'impôt, les grands revenus (qui sont généralement des investisseurs) peuvent financer l'économie\n", | |
| " sans voir passer le fisc à chaque mouvement de fonds.\n", | |
| "* Les revenus du capital peuvent être comptés avec ceux du travail sans forcément être taxés tous les ans.\n", | |
| " Tant qu'ils sont ré-investis dans le CFF, ils échappent à l'impôt ; ils ne seront imposés qu'au moment des\n", | |
| " retraits.\n", | |
| "* La progressivité de l'impôt incite les contribuables à conserver un train de vie raisonable et à épargner sur\n", | |
| " le CFF. Cette épargne peut être orientée vers le financement de l'économie, mais elle sert surtout \n", | |
| " d'auto-assurance sociale: en cas de chute de revenu, je peux piocher dans cette épargne pour conserver mon\n", | |
| " train de vie.\n", | |
| "* Le législateur peut facilement créer un impôt négatif qui remplacerait le RSA, la prime d'activité etc. Et qui\n", | |
| " garantirait que le revenu disponible croît quand le revenu primaire croît. Comme tout est centralisé sur le\n", | |
| " CFF, une formule simple permettrait de calculer la valeur de l'impôt et de ne pas laisser croire qu'on pourrait\n", | |
| " gagner plus en travaillant moins.\n", | |
| "\n", | |
| " Une telle formule pourrait être par exemple:\n", | |
| "\n", | |
| " $$\\textrm{Revenu disponible} = 40 \\times \\sqrt{\\textrm{Revenu primaire}}$$\n", | |
| " \n", | |
| " Cette formule est plus progressive encore que l'IR actuel, mais elle introduit une protection du travailleur\n", | |
| " pauvre qui pourrait permettre (en contrepartie) de supprimer le SMIC dont l'effet de seuil tue l'emploi." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<center><img src=\"data:text/html;base64,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\" style=\"width:90%;\"></img></center>" | |
| ], | |
| "text/plain": [ | |
| "<IPython.core.display.HTML object>" | |
| ] | |
| }, | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "img = open('/home/bibmartin/Bureau/zoo.png','rb').read()\n", | |
| "\n", | |
| "import base64\n", | |
| "\n", | |
| "from IPython.display import HTML\n", | |
| "\n", | |
| "html = '<center><img src=\"data:text/html;base64,{}\" style=\"width:90%;\"></img></center>'.format(\n", | |
| " base64.b64encode(img).decode('utf8'))\n", | |
| "HTML(html)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## That's all folks\n", | |
| "\n", | |
| "C'est la fin de ce post. Je serai ravi d'avoir vos réactions via twitter. Merci d'avoir lu jusqu'au bout et à bientôt." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "\n", | |
| "<center>\n", | |
| "<a href=\"https://twitter.com/share\" class=\"twitter-share-button\" data-via=\"Bibmartin_\">Tweet</a>\n", | |
| "<script>!function(d,s,id){var js,fjs=d.getElementsByTagName(s)[0],p=/^http:/.test(d.location)?'http':'https';if(!d.getElementById(id)){js=d.createElement(s);js.id=id;js.src=p+'://platform.twitter.com/widgets.js';fjs.parentNode.insertBefore(js,fjs);}}(document, 'script', 'twitter-wjs');</script>\n", | |
| "</center> \n", | |
| "<script>$('div.input').hide();$('div.output_prompt').css('display','none');$('div.input_prompt').css('display','none');</script>" | |
| ], | |
| "text/plain": [ | |
| "<IPython.core.display.HTML object>" | |
| ] | |
| }, | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "HTML(\"\"\"\n", | |
| "<center>\n", | |
| "<a href=\"https://twitter.com/share\" class=\"twitter-share-button\" data-via=\"Bibmartin_\">Tweet</a>\n", | |
| "<script>!function(d,s,id){var js,fjs=d.getElementsByTagName(s)[0],p=/^http:/.test(d.location)?'http':'https';if(!d.getElementById(id)){js=d.createElement(s);js.id=id;js.src=p+'://platform.twitter.com/widgets.js';fjs.parentNode.insertBefore(js,fjs);}}(document, 'script', 'twitter-wjs');</script>\n", | |
| "</center> \n", | |
| "\"\"\" \n", | |
| " +\"<script>\"\n", | |
| " \"$('div.input').hide();\"\n", | |
| " \"$('div.output_prompt').css('display','none');\"\n", | |
| " \"$('div.input_prompt').css('display','none');\"\n", | |
| " \"</script>\"\n", | |
| " )" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3", | |
| "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": "3.5.1" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 0 | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment