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didier amyot committed 2018-08-19 12:36:08 -04:00
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/target
/classes
/checkouts
pom.xml
pom.xml.asc
*.jar
*.class
/.lein-*
/.nrepl-port
.hgignore
.hg/
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's load some data. The electoral results of the 2014 election are located in a file at `resources/data/election-2014.edn`. We can use the [slurp](https://clojuredocs.org/clojure.core/slurp) function for that."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/raw-data-str"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def raw-data-str (slurp \"resources/data/election-2014.edn\"))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's print that string!"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{:statistiques {:nbVoteValide 4232262, :isResultatsFinaux true, :nbBureauVote 21617, :partisPolitiques [{:numeroPartiPolitique 6, :nomPartiPolitique \"Parti libéral du Québec/Quebec Liberal Party\", :abreviationPartiPolitique \"P.L.Q./Q.L.P.\", :nbVoteTotal 1757071, :tauxVoteTotal 41.5161, :nbCirconscriptionsEnAvance 70, :tauxCirconscriptionsEnAvance 56.0} {:numeroPartiPolitique 8, :nomPartiPolitique \"Parti québécois\", :abreviationPartiPolitique \"P.Q.\", :nbVoteTotal 1074120, :tauxVoteTotal 25.3793, :nbCirconscriptionsEnAvance 30, :tauxCirconscriptionsEnAvance 24.0} {:numeroPartiPolitique 27, :nomPartiPolitique \"Coalition avenir Québec - L'équipe François Legault\", :abreviationPartiPolitique \"C.A.Q.-É.F.L.\", :nbVoteTotal 975607, :tauxVoteTotal 23.0517, :nbCirconscriptionsEnAvance 22, :tauxCirconscriptionsEnAvance 17.6} {:numeroPartiPolitique 11, :nomPartiPolitique \"Québec solidaire\", :abreviationPartiPolitique \"Q.S.\", :nbVoteTotal 323124, :tauxVoteTotal 7.6348, :nbCirconscriptionsEnAvance 3, :tauxCirconscriptionsEnAvance 2.4} {:numeroPartiPolitique 26, :nomPartiPolitique \"Option nationale - Pour l'indépendance du Québec\", :abreviationPartiPolitique \"O.N. - P.I.Q.\", :nbVoteTotal 30697, :tauxVoteTotal 0.7253, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 10, :nomPartiPolitique \"Parti vert du Québec/Green Party of Québec\", :abreviationPartiPolitique \"P.V.Q./G.P.Q.\", :nbVoteTotal 23163, :tauxVoteTotal 0.5473, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 22, :nomPartiPolitique \"Équipe Adrien Pouliot - Parti conservateur du Québec\", :abreviationPartiPolitique \"É.A.P. - P.C.Q.\", :nbVoteTotal 16429, :tauxVoteTotal 0.3882, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 0, :nomPartiPolitique \"Candidats indépendants/Independent candidates\", :abreviationPartiPolitique \"Ind.\", :nbVoteTotal 15361, :tauxVoteTotal 0.363, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 23, :nomPartiPolitique \"Parti nul\", :abreviationPartiPolitique \"P.N.\", :nbVoteTotal 7539, :tauxVoteTotal 0.1781, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 2, :nomPartiPolitique \"Bloc pot\", :abreviationPartiPolitique \"B.P.\", :nbVoteTotal 2690, :tauxVoteTotal 0.0636, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 7, :nomPartiPolitique \"Parti marxiste-léniniste du Québec\", :abreviationPartiPolitique \"P.M.L.Q.\", :nbVoteTotal 2016, :tauxVoteTotal 0.0476, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 28, :nomPartiPolitique \"Parti équitable\", :abreviationPartiPolitique \"P.Éq.\", :nbVoteTotal 1645, :tauxVoteTotal 0.0389, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 31, :nomPartiPolitique \"Parti des sans parti\", :abreviationPartiPolitique \"P.S.P.\", :nbVoteTotal 1291, :tauxVoteTotal 0.0305, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 33, :nomPartiPolitique \"Mon pays le Québec\", :abreviationPartiPolitique \"M.P.Q.\", :nbVoteTotal 521, :tauxVoteTotal 0.0123, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 29, :nomPartiPolitique \"Équipe autonomiste\", :abreviationPartiPolitique \"É.A.\", :nbVoteTotal 400, :tauxVoteTotal 0.0095, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 4, :nomPartiPolitique \"Parti unité nationale\", :abreviationPartiPolitique \"P.U.N.\", :nbVoteTotal 241, :tauxVoteTotal 0.0057, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 25, :nomPartiPolitique \"Québec - Révolution démocratique\", :abreviationPartiPolitique \"Q.R.D.\", :nbVoteTotal 163, :tauxVoteTotal 0.0039, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 16, :nomPartiPolitique \"Parti indépendantiste\", :abreviationPartiPolitique \"P.I.\", :nbVoteTotal 126, :tauxVoteTotal 0.003, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 32, :nomPartiPolitique \"Union citoyenne du Québec / Québec Citizens' Union\", :abreviationPartiPolitique \"U.C.Q./Q.C.U.\", :nbVoteTotal 58, :tauxVoteTotal 0.0014, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0}], :nbElecteurInscrit 6012440, :nbCirconscription 125, :nbCirconscriptionSansResultat 0, :iso8601DateMAJ \"2014-04-15T02:24:38,000-04:00\", :nbCirconscriptionAvecResultat 125, :nbVoteExerce 4295055, :tauxParticipationTotal 71.4326, :nbBureauVoteRempli 21617, :nbVoteRejete 62793, :tauxBureauVoteRempli 100.0, :tauxCirconscriptionSansResultat 0.0}, :circonscriptions [{:nbVoteValide 20626, :isResultatsFinaux true, :nbElecteurInscrit 33638, :nbBureauComplete 143, :candidats [{:nuLine truncated
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"(println raw-data-str)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, we need to load the data as clojure code. Clojure data format is call [edn](https://github.com/edn-format/edn). \n",
"\n",
"To load edn data, there is the [read-string function of the clojure.edn module](https://clojuredocs.org/clojure.edn/read-string)."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/election-result"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def election-result (read-string raw-data-str))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's print it"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{:statistiques {:nbVoteValide 4232262, :isResultatsFinaux true, :nbBureauVote 21617, :partisPolitiques [{:numeroPartiPolitique 6, :nomPartiPolitique \"Parti libéral du Québec/Quebec Liberal Party\", :abreviationPartiPolitique \"P.L.Q./Q.L.P.\", :nbVoteTotal 1757071, :tauxVoteTotal 41.5161, :nbCirconscriptionsEnAvance 70, :tauxCirconscriptionsEnAvance 56.0} {:numeroPartiPolitique 8, :nomPartiPolitique \"Parti québécois\", :abreviationPartiPolitique \"P.Q.\", :nbVoteTotal 1074120, :tauxVoteTotal 25.3793, :nbCirconscriptionsEnAvance 30, :tauxCirconscriptionsEnAvance 24.0} {:numeroPartiPolitique 27, :nomPartiPolitique \"Coalition avenir Québec - L'équipe François Legault\", :abreviationPartiPolitique \"C.A.Q.-É.F.L.\", :nbVoteTotal 975607, :tauxVoteTotal 23.0517, :nbCirconscriptionsEnAvance 22, :tauxCirconscriptionsEnAvance 17.6} {:numeroPartiPolitique 11, :nomPartiPolitique \"Québec solidaire\", :abreviationPartiPolitique \"Q.S.\", :nbVoteTotal 323124, :tauxVoteTotal 7.6348, :nbCirconscriptionsEnAvance 3, :tauxCirconscriptionsEnAvance 2.4} {:numeroPartiPolitique 26, :nomPartiPolitique \"Option nationale - Pour l'indépendance du Québec\", :abreviationPartiPolitique \"O.N. - P.I.Q.\", :nbVoteTotal 30697, :tauxVoteTotal 0.7253, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 10, :nomPartiPolitique \"Parti vert du Québec/Green Party of Québec\", :abreviationPartiPolitique \"P.V.Q./G.P.Q.\", :nbVoteTotal 23163, :tauxVoteTotal 0.5473, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 22, :nomPartiPolitique \"Équipe Adrien Pouliot - Parti conservateur du Québec\", :abreviationPartiPolitique \"É.A.P. - P.C.Q.\", :nbVoteTotal 16429, :tauxVoteTotal 0.3882, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 0, :nomPartiPolitique \"Candidats indépendants/Independent candidates\", :abreviationPartiPolitique \"Ind.\", :nbVoteTotal 15361, :tauxVoteTotal 0.363, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 23, :nomPartiPolitique \"Parti nul\", :abreviationPartiPolitique \"P.N.\", :nbVoteTotal 7539, :tauxVoteTotal 0.1781, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 2, :nomPartiPolitique \"Bloc pot\", :abreviationPartiPolitique \"B.P.\", :nbVoteTotal 2690, :tauxVoteTotal 0.0636, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 7, :nomPartiPolitique \"Parti marxiste-léniniste du Québec\", :abreviationPartiPolitique \"P.M.L.Q.\", :nbVoteTotal 2016, :tauxVoteTotal 0.0476, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 28, :nomPartiPolitique \"Parti équitable\", :abreviationPartiPolitique \"P.Éq.\", :nbVoteTotal 1645, :tauxVoteTotal 0.0389, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 31, :nomPartiPolitique \"Parti des sans parti\", :abreviationPartiPolitique \"P.S.P.\", :nbVoteTotal 1291, :tauxVoteTotal 0.0305, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 33, :nomPartiPolitique \"Mon pays le Québec\", :abreviationPartiPolitique \"M.P.Q.\", :nbVoteTotal 521, :tauxVoteTotal 0.0123, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 29, :nomPartiPolitique \"Équipe autonomiste\", :abreviationPartiPolitique \"É.A.\", :nbVoteTotal 400, :tauxVoteTotal 0.0095, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 4, :nomPartiPolitique \"Parti unité nationale\", :abreviationPartiPolitique \"P.U.N.\", :nbVoteTotal 241, :tauxVoteTotal 0.0057, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 25, :nomPartiPolitique \"Québec - Révolution démocratique\", :abreviationPartiPolitique \"Q.R.D.\", :nbVoteTotal 163, :tauxVoteTotal 0.0039, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 16, :nomPartiPolitique \"Parti indépendantiste\", :abreviationPartiPolitique \"P.I.\", :nbVoteTotal 126, :tauxVoteTotal 0.003, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 32, :nomPartiPolitique \"Union citoyenne du Québec / Québec Citizens' Union\", :abreviationPartiPolitique \"U.C.Q./Q.C.U.\", :nbVoteTotal 58, :tauxVoteTotal 0.0014, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0}], :nbElecteurInscrit 6012440, :nbCirconscription 125, :nbCirconscriptionSansResultat 0, :iso8601DateMAJ \"2014-04-15T02:24:38,000-04:00\", :nbCirconscriptionAvecResultat 125, :nbVoteExerce 4295055, :tauxParticipationTotal 71.4326, :nbBureauVoteRempli 21617, :nbVoteRejete 62793, :tauxBureauVoteRempli 100.0, :tauxCirconscriptionSansResultat 0.0}, :circonscriptions [{:nbVoteValide 20626, :isResultatsFinaux true, :nbElecteurInscrit 33638, :nbBureauComplete 143, :candidats [{:nLine truncated
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"election-result"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's print it but with pretty print."
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{:nbVoteValide 20626,\n",
" :isResultatsFinaux true,\n",
" :nbElecteurInscrit 33638,\n",
" :nbBureauComplete 143,\n",
" :candidats\n",
" [{:numeroCandidat 436,\n",
" :nom \"Bourgeois\",\n",
" :prenom \"Guy\",\n",
" :numeroPartiPolitique 6,\n",
" :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n",
" :nbVoteTotal 8476,\n",
" :tauxVote 41.09,\n",
" :nbVoteAvance 2159}\n",
" {:numeroCandidat 694,\n",
" :nom \"Larouche\",\n",
" :prenom \"Élizabeth\",\n",
" :numeroPartiPolitique 8,\n",
" :abreviationPartiPolitique \"P.Q.\",\n",
" :nbVoteTotal 6317,\n",
" :tauxVote 30.63,\n",
" :nbVoteAvance 0}\n",
" {:numeroCandidat 690,\n",
" :nom \"Martel\",\n",
" :prenom \"Sylvain\",\n",
" :numeroPartiPolitique 27,\n",
" :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n",
" :nbVoteTotal 3927,\n",
" :tauxVote 19.04,\n",
" :nbVoteAvance 0}\n",
" {:numeroCandidat 582,\n",
" :nom \"Dufour\",\n",
" :prenom \"Valérie\",\n",
" :numeroPartiPolitique 11,\n",
" :abreviationPartiPolitique \"Q.S.\",\n",
" :nbVoteTotal 1469,\n",
" :tauxVote 7.12,\n",
" :nbVoteAvance 0}\n",
" {:numeroCandidat 786,\n",
" :nom \"Trudel\",\n",
" :prenom \"Richard\",\n",
" :numeroPartiPolitique 26,\n",
" :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n",
" :nbVoteTotal 235,\n",
" :tauxVote 1.14,\n",
" :nbVoteAvance 0}\n",
" {:numeroCandidat 616,\n",
" :nom \"Perron-Tellier\",\n",
" :prenom \"Maxym\",\n",
" :numeroPartiPolitique 22,\n",
" :abreviationPartiPolitique \"É.A.P. - P.C.Q.\",\n",
" :nbVoteTotal 202,\n",
" :tauxVote 0.98,\n",
" :nbVoteAvance 0}],\n",
" :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n",
" :tauxVoteRejete 2.48,\n",
" :nbVoteExerce 21151,\n",
" :nbBureauTotal 143,\n",
" :numeroCirconscription 579,\n",
" :nbVoteRejete 525,\n",
" :tauxParticipation 62.88,\n",
" :tauxVoteValide 97.52,\n",
" :nomCirconscription \"Abitibi-Est\"}\n"
]
}
],
"source": [
"(clojure.pprint/pprint (first (:circonscriptions election-result)))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Having fun with the data"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"all keys (:statistiques :circonscriptions)\n",
"statistiques keys (:nbVoteValide :isResultatsFinaux :nbBureauVote :partisPolitiques :nbElecteurInscrit :nbCirconscription :nbCirconscriptionSansResultat :iso8601DateMAJ :nbCirconscriptionAvecResultat :nbVoteExerce :tauxParticipationTotal :nbBureauVoteRempli :nbVoteRejete :tauxBureauVoteRempli :tauxCirconscriptionSansResultat)\n",
"statistiques keys (:nbVoteValide :isResultatsFinaux :nbBureauVote :partisPolitiques :nbElecteurInscrit :nbCirconscription :nbCirconscriptionSansResultat :iso8601DateMAJ :nbCirconscriptionAvecResultat :nbVoteExerce :tauxParticipationTotal :nbBureauVoteRempli :nbVoteRejete :tauxBureauVoteRempli :tauxCirconscriptionSansResultat)\n"
]
}
],
"source": [
"(println \"all keys\" (keys election-result))\n",
"(println \"statistiques keys \" (keys (:statistiques election-result)))\n",
"(println \"statistiques keys \" (keys (:statistiques election-result)))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Let's validate that the statistics sums up."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Let's get the number of votes for each political party in a list"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let get all the votes and drop any other information"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(1757071 1074120 975607 323124 30697 23163 16429 15361 7539 2690 2016 1645 1291 521 400 241 163 126 58)"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def all-votes (map :nbVoteTotal (:partisPolitiques (:statistiques election-result))))\n",
"all-votes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, let's sum this list.."
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"4232262"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(reduce + 0 all-votes)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Lets create a map of candidates by county"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/county"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def county (map :candidats (:circonscriptions election-result)))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Lein-Clojure",
"language": "clojure",
"name": "lein-clojure"
},
"language_info": {
"file_extension": ".clj",
"mimetype": "text/x-clojure",
"name": "clojure",
"version": "1.9.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
@@ -0,0 +1,193 @@
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First, we need to load the [cheshire](https://github.com/dakrone/cheshire) module to load json."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"(require '[cheshire.core :as cheshire])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Second, we define a variable that points to the url we wished to download"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/election-results-url"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def election-results-url \"https://dgeq.org/doc/gen7-4-2014/resultats.json\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then, we download the content of the url as a \"string\". See the [slurp](https://clojuredocs.org/clojure.core/slurp) function to see how it works."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/raw-data"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def raw-data (slurp election-results-url))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, let's print some information about the downloaded string...\n",
"\n",
"We can use [subs](https://clojuredocs.org/clojure.core/subs) for that"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"the length of the string is... 193056\n",
"the string starts with... {\"statistiques\":{\"partisPolitiques\":[{\"numeroParti\n"
]
}
],
"source": [
"(println \"the length of the string is...\" (count raw-data))\n",
"(println \"the string starts with...\" (subs raw-data 0 50))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now use cheshire to load the data. The `parse-string` functions looks awesome to do that."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/data"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def data (cheshire/parse-string raw-data true))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now explore the real data structure.."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"the data structure type is... clojure.lang.PersistentArrayMap\n",
"the keys are... (:statistiques :circonscriptions)\n"
]
}
],
"source": [
"(println \"the data structure type is... \" (type data))\n",
"(println \"the keys are... \" (keys data))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now use the clojure inverse of `slurp`, the [spit](https://clojuredocs.org/clojure.core/spit) function, to serialize the data to a file. The file should be named `resources/data/election-2014.edn`."
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"(spit \"resources/data/election-2014.edn\" (str data))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Lein-Clojure",
"language": "clojure",
"name": "lein-clojure"
},
"language_info": {
"file_extension": ".clj",
"mimetype": "text/x-clojure",
"name": "clojure",
"version": "1.9.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
+24
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# Change Log
All notable changes to this project will be documented in this file. This change log follows the conventions of [keepachangelog.com](http://keepachangelog.com/).
## [Unreleased]
### Changed
- Add a new arity to `make-widget-async` to provide a different widget shape.
## [0.1.1] - 2018-08-19
### Changed
- Documentation on how to make the widgets.
### Removed
- `make-widget-sync` - we're all async, all the time.
### Fixed
- Fixed widget maker to keep working when daylight savings switches over.
## 0.1.0 - 2018-08-19
### Added
- Files from the new template.
- Widget maker public API - `make-widget-sync`.
[Unreleased]: https://github.com/your-name/honore-beaugrand/compare/0.1.1...HEAD
[0.1.1]: https://github.com/your-name/honore-beaugrand/compare/0.1.0...0.1.1
+342
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@@ -0,0 +1,342 @@
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's load some data. The electoral results of the 2014 election are located in a file at `resources/data/election-2014.edn`. We can use the [slurp](https://clojuredocs.org/clojure.core/slurp) function for that."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/raw-data-str"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def raw-data-str (slurp \"resources/data/election-2014.edn\"))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's print that string!"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{:statistiques {:nbVoteValide 4232262, :isResultatsFinaux true, :nbBureauVote 21617, :partisPolitiques [{:numeroPartiPolitique 6, :nomPartiPolitique \"Parti libéral du Québec/Quebec Liberal Party\", :abreviationPartiPolitique \"P.L.Q./Q.L.P.\", :nbVoteTotal 1757071, :tauxVoteTotal 41.5161, :nbCirconscriptionsEnAvance 70, :tauxCirconscriptionsEnAvance 56.0} {:numeroPartiPolitique 8, :nomPartiPolitique \"Parti québécois\", :abreviationPartiPolitique \"P.Q.\", :nbVoteTotal 1074120, :tauxVoteTotal 25.3793, :nbCirconscriptionsEnAvance 30, :tauxCirconscriptionsEnAvance 24.0} {:numeroPartiPolitique 27, :nomPartiPolitique \"Coalition avenir Québec - L'équipe François Legault\", :abreviationPartiPolitique \"C.A.Q.-É.F.L.\", :nbVoteTotal 975607, :tauxVoteTotal 23.0517, :nbCirconscriptionsEnAvance 22, :tauxCirconscriptionsEnAvance 17.6} {:numeroPartiPolitique 11, :nomPartiPolitique \"Québec solidaire\", :abreviationPartiPolitique \"Q.S.\", :nbVoteTotal 323124, :tauxVoteTotal 7.6348, :nbCirconscriptionsEnAvance 3, :tauxCirconscriptionsEnAvance 2.4} {:numeroPartiPolitique 26, :nomPartiPolitique \"Option nationale - Pour l'indépendance du Québec\", :abreviationPartiPolitique \"O.N. - P.I.Q.\", :nbVoteTotal 30697, :tauxVoteTotal 0.7253, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 10, :nomPartiPolitique \"Parti vert du Québec/Green Party of Québec\", :abreviationPartiPolitique \"P.V.Q./G.P.Q.\", :nbVoteTotal 23163, :tauxVoteTotal 0.5473, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 22, :nomPartiPolitique \"Équipe Adrien Pouliot - Parti conservateur du Québec\", :abreviationPartiPolitique \"É.A.P. - P.C.Q.\", :nbVoteTotal 16429, :tauxVoteTotal 0.3882, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 0, :nomPartiPolitique \"Candidats indépendants/Independent candidates\", :abreviationPartiPolitique \"Ind.\", :nbVoteTotal 15361, :tauxVoteTotal 0.363, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 23, :nomPartiPolitique \"Parti nul\", :abreviationPartiPolitique \"P.N.\", :nbVoteTotal 7539, :tauxVoteTotal 0.1781, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 2, :nomPartiPolitique \"Bloc pot\", :abreviationPartiPolitique \"B.P.\", :nbVoteTotal 2690, :tauxVoteTotal 0.0636, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 7, :nomPartiPolitique \"Parti marxiste-léniniste du Québec\", :abreviationPartiPolitique \"P.M.L.Q.\", :nbVoteTotal 2016, :tauxVoteTotal 0.0476, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 28, :nomPartiPolitique \"Parti équitable\", :abreviationPartiPolitique \"P.Éq.\", :nbVoteTotal 1645, :tauxVoteTotal 0.0389, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 31, :nomPartiPolitique \"Parti des sans parti\", :abreviationPartiPolitique \"P.S.P.\", :nbVoteTotal 1291, :tauxVoteTotal 0.0305, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 33, :nomPartiPolitique \"Mon pays le Québec\", :abreviationPartiPolitique \"M.P.Q.\", :nbVoteTotal 521, :tauxVoteTotal 0.0123, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 29, :nomPartiPolitique \"Équipe autonomiste\", :abreviationPartiPolitique \"É.A.\", :nbVoteTotal 400, :tauxVoteTotal 0.0095, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 4, :nomPartiPolitique \"Parti unité nationale\", :abreviationPartiPolitique \"P.U.N.\", :nbVoteTotal 241, :tauxVoteTotal 0.0057, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 25, :nomPartiPolitique \"Québec - Révolution démocratique\", :abreviationPartiPolitique \"Q.R.D.\", :nbVoteTotal 163, :tauxVoteTotal 0.0039, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 16, :nomPartiPolitique \"Parti indépendantiste\", :abreviationPartiPolitique \"P.I.\", :nbVoteTotal 126, :tauxVoteTotal 0.003, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 32, :nomPartiPolitique \"Union citoyenne du Québec / Québec Citizens' Union\", :abreviationPartiPolitique \"U.C.Q./Q.C.U.\", :nbVoteTotal 58, :tauxVoteTotal 0.0014, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0}], :nbElecteurInscrit 6012440, :nbCirconscription 125, :nbCirconscriptionSansResultat 0, :iso8601DateMAJ \"2014-04-15T02:24:38,000-04:00\", :nbCirconscriptionAvecResultat 125, :nbVoteExerce 4295055, :tauxParticipationTotal 71.4326, :nbBureauVoteRempli 21617, :nbVoteRejete 62793, :tauxBureauVoteRempli 100.0, :tauxCirconscriptionSansResultat 0.0}, :circonscriptions [{:nbVoteValide 20626, :isResultatsFinaux true, :nbElecteurInscrit 33638, :nbBureauComplete 143, :candidats [{:nuLine truncated
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"(println raw-data-str)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, we need to load the data as clojure code. Clojure data format is call [edn](https://github.com/edn-format/edn). \n",
"\n",
"To load edn data, there is the [read-string function of the clojure.edn module](https://clojuredocs.org/clojure.edn/read-string)."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/election-result"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def election-result (read-string raw-data-str))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's print it"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{:statistiques {:nbVoteValide 4232262, :isResultatsFinaux true, :nbBureauVote 21617, :partisPolitiques [{:numeroPartiPolitique 6, :nomPartiPolitique \"Parti libéral du Québec/Quebec Liberal Party\", :abreviationPartiPolitique \"P.L.Q./Q.L.P.\", :nbVoteTotal 1757071, :tauxVoteTotal 41.5161, :nbCirconscriptionsEnAvance 70, :tauxCirconscriptionsEnAvance 56.0} {:numeroPartiPolitique 8, :nomPartiPolitique \"Parti québécois\", :abreviationPartiPolitique \"P.Q.\", :nbVoteTotal 1074120, :tauxVoteTotal 25.3793, :nbCirconscriptionsEnAvance 30, :tauxCirconscriptionsEnAvance 24.0} {:numeroPartiPolitique 27, :nomPartiPolitique \"Coalition avenir Québec - L'équipe François Legault\", :abreviationPartiPolitique \"C.A.Q.-É.F.L.\", :nbVoteTotal 975607, :tauxVoteTotal 23.0517, :nbCirconscriptionsEnAvance 22, :tauxCirconscriptionsEnAvance 17.6} {:numeroPartiPolitique 11, :nomPartiPolitique \"Québec solidaire\", :abreviationPartiPolitique \"Q.S.\", :nbVoteTotal 323124, :tauxVoteTotal 7.6348, :nbCirconscriptionsEnAvance 3, :tauxCirconscriptionsEnAvance 2.4} {:numeroPartiPolitique 26, :nomPartiPolitique \"Option nationale - Pour l'indépendance du Québec\", :abreviationPartiPolitique \"O.N. - P.I.Q.\", :nbVoteTotal 30697, :tauxVoteTotal 0.7253, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 10, :nomPartiPolitique \"Parti vert du Québec/Green Party of Québec\", :abreviationPartiPolitique \"P.V.Q./G.P.Q.\", :nbVoteTotal 23163, :tauxVoteTotal 0.5473, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 22, :nomPartiPolitique \"Équipe Adrien Pouliot - Parti conservateur du Québec\", :abreviationPartiPolitique \"É.A.P. - P.C.Q.\", :nbVoteTotal 16429, :tauxVoteTotal 0.3882, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 0, :nomPartiPolitique \"Candidats indépendants/Independent candidates\", :abreviationPartiPolitique \"Ind.\", :nbVoteTotal 15361, :tauxVoteTotal 0.363, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 23, :nomPartiPolitique \"Parti nul\", :abreviationPartiPolitique \"P.N.\", :nbVoteTotal 7539, :tauxVoteTotal 0.1781, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 2, :nomPartiPolitique \"Bloc pot\", :abreviationPartiPolitique \"B.P.\", :nbVoteTotal 2690, :tauxVoteTotal 0.0636, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 7, :nomPartiPolitique \"Parti marxiste-léniniste du Québec\", :abreviationPartiPolitique \"P.M.L.Q.\", :nbVoteTotal 2016, :tauxVoteTotal 0.0476, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 28, :nomPartiPolitique \"Parti équitable\", :abreviationPartiPolitique \"P.Éq.\", :nbVoteTotal 1645, :tauxVoteTotal 0.0389, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 31, :nomPartiPolitique \"Parti des sans parti\", :abreviationPartiPolitique \"P.S.P.\", :nbVoteTotal 1291, :tauxVoteTotal 0.0305, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 33, :nomPartiPolitique \"Mon pays le Québec\", :abreviationPartiPolitique \"M.P.Q.\", :nbVoteTotal 521, :tauxVoteTotal 0.0123, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 29, :nomPartiPolitique \"Équipe autonomiste\", :abreviationPartiPolitique \"É.A.\", :nbVoteTotal 400, :tauxVoteTotal 0.0095, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 4, :nomPartiPolitique \"Parti unité nationale\", :abreviationPartiPolitique \"P.U.N.\", :nbVoteTotal 241, :tauxVoteTotal 0.0057, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 25, :nomPartiPolitique \"Québec - Révolution démocratique\", :abreviationPartiPolitique \"Q.R.D.\", :nbVoteTotal 163, :tauxVoteTotal 0.0039, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 16, :nomPartiPolitique \"Parti indépendantiste\", :abreviationPartiPolitique \"P.I.\", :nbVoteTotal 126, :tauxVoteTotal 0.003, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 32, :nomPartiPolitique \"Union citoyenne du Québec / Québec Citizens' Union\", :abreviationPartiPolitique \"U.C.Q./Q.C.U.\", :nbVoteTotal 58, :tauxVoteTotal 0.0014, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0}], :nbElecteurInscrit 6012440, :nbCirconscription 125, :nbCirconscriptionSansResultat 0, :iso8601DateMAJ \"2014-04-15T02:24:38,000-04:00\", :nbCirconscriptionAvecResultat 125, :nbVoteExerce 4295055, :tauxParticipationTotal 71.4326, :nbBureauVoteRempli 21617, :nbVoteRejete 62793, :tauxBureauVoteRempli 100.0, :tauxCirconscriptionSansResultat 0.0}, :circonscriptions [{:nbVoteValide 20626, :isResultatsFinaux true, :nbElecteurInscrit 33638, :nbBureauComplete 143, :candidats [{:nLine truncated
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"election-result"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's print it but with pretty print."
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{:nbVoteValide 20626,\n",
" :isResultatsFinaux true,\n",
" :nbElecteurInscrit 33638,\n",
" :nbBureauComplete 143,\n",
" :candidats\n",
" [{:numeroCandidat 436,\n",
" :nom \"Bourgeois\",\n",
" :prenom \"Guy\",\n",
" :numeroPartiPolitique 6,\n",
" :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n",
" :nbVoteTotal 8476,\n",
" :tauxVote 41.09,\n",
" :nbVoteAvance 2159}\n",
" {:numeroCandidat 694,\n",
" :nom \"Larouche\",\n",
" :prenom \"Élizabeth\",\n",
" :numeroPartiPolitique 8,\n",
" :abreviationPartiPolitique \"P.Q.\",\n",
" :nbVoteTotal 6317,\n",
" :tauxVote 30.63,\n",
" :nbVoteAvance 0}\n",
" {:numeroCandidat 690,\n",
" :nom \"Martel\",\n",
" :prenom \"Sylvain\",\n",
" :numeroPartiPolitique 27,\n",
" :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n",
" :nbVoteTotal 3927,\n",
" :tauxVote 19.04,\n",
" :nbVoteAvance 0}\n",
" {:numeroCandidat 582,\n",
" :nom \"Dufour\",\n",
" :prenom \"Valérie\",\n",
" :numeroPartiPolitique 11,\n",
" :abreviationPartiPolitique \"Q.S.\",\n",
" :nbVoteTotal 1469,\n",
" :tauxVote 7.12,\n",
" :nbVoteAvance 0}\n",
" {:numeroCandidat 786,\n",
" :nom \"Trudel\",\n",
" :prenom \"Richard\",\n",
" :numeroPartiPolitique 26,\n",
" :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n",
" :nbVoteTotal 235,\n",
" :tauxVote 1.14,\n",
" :nbVoteAvance 0}\n",
" {:numeroCandidat 616,\n",
" :nom \"Perron-Tellier\",\n",
" :prenom \"Maxym\",\n",
" :numeroPartiPolitique 22,\n",
" :abreviationPartiPolitique \"É.A.P. - P.C.Q.\",\n",
" :nbVoteTotal 202,\n",
" :tauxVote 0.98,\n",
" :nbVoteAvance 0}],\n",
" :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n",
" :tauxVoteRejete 2.48,\n",
" :nbVoteExerce 21151,\n",
" :nbBureauTotal 143,\n",
" :numeroCirconscription 579,\n",
" :nbVoteRejete 525,\n",
" :tauxParticipation 62.88,\n",
" :tauxVoteValide 97.52,\n",
" :nomCirconscription \"Abitibi-Est\"}\n"
]
}
],
"source": [
"(clojure.pprint/pprint (first (:circonscriptions election-result)))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Having fun with the data"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"all keys (:statistiques :circonscriptions)\n",
"statistiques keys (:nbVoteValide :isResultatsFinaux :nbBureauVote :partisPolitiques :nbElecteurInscrit :nbCirconscription :nbCirconscriptionSansResultat :iso8601DateMAJ :nbCirconscriptionAvecResultat :nbVoteExerce :tauxParticipationTotal :nbBureauVoteRempli :nbVoteRejete :tauxBureauVoteRempli :tauxCirconscriptionSansResultat)\n",
"statistiques keys (:nbVoteValide :isResultatsFinaux :nbBureauVote :partisPolitiques :nbElecteurInscrit :nbCirconscription :nbCirconscriptionSansResultat :iso8601DateMAJ :nbCirconscriptionAvecResultat :nbVoteExerce :tauxParticipationTotal :nbBureauVoteRempli :nbVoteRejete :tauxBureauVoteRempli :tauxCirconscriptionSansResultat)\n"
]
}
],
"source": [
"(println \"all keys\" (keys election-result))\n",
"(println \"statistiques keys \" (keys (:statistiques election-result)))\n",
"(println \"statistiques keys \" (keys (:statistiques election-result)))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Let's validate that the statistics sums up."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Let's get the number of votes for each political party in a list"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let get all the votes and drop any other information"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(1757071 1074120 975607 323124 30697 23163 16429 15361 7539 2690 2016 1645 1291 521 400 241 163 126 58)"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def all-votes (map :nbVoteTotal (:partisPolitiques (:statistiques election-result))))\n",
"all-votes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, let's sum this list.."
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"4232262"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(reduce + 0 all-votes)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Lets create a map of candidates by county"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/county"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def county (map :candidats (:circonscriptions election-result)))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Lein-Clojure",
"language": "clojure",
"name": "lein-clojure"
},
"language_info": {
"file_extension": ".clj",
"mimetype": "text/x-clojure",
"name": "clojure",
"version": "1.9.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
+214
View File
@@ -0,0 +1,214 @@
THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS ECLIPSE PUBLIC
LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
1. DEFINITIONS
"Contribution" means:
a) in the case of the initial Contributor, the initial code and
documentation distributed under this Agreement, and
b) in the case of each subsequent Contributor:
i) changes to the Program, and
ii) additions to the Program;
where such changes and/or additions to the Program originate from and are
distributed by that particular Contributor. A Contribution 'originates' from
a Contributor if it was added to the Program by such Contributor itself or
anyone acting on such Contributor's behalf. Contributions do not include
additions to the Program which: (i) are separate modules of software
distributed in conjunction with the Program under their own license
agreement, and (ii) are not derivative works of the Program.
"Contributor" means any person or entity that distributes the Program.
"Licensed Patents" mean patent claims licensable by a Contributor which are
necessarily infringed by the use or sale of its Contribution alone or when
combined with the Program.
"Program" means the Contributions distributed in accordance with this
Agreement.
"Recipient" means anyone who receives the Program under this Agreement,
including all Contributors.
2. GRANT OF RIGHTS
a) Subject to the terms of this Agreement, each Contributor hereby grants
Recipient a non-exclusive, worldwide, royalty-free copyright license to
reproduce, prepare derivative works of, publicly display, publicly perform,
distribute and sublicense the Contribution of such Contributor, if any, and
such derivative works, in source code and object code form.
b) Subject to the terms of this Agreement, each Contributor hereby grants
Recipient a non-exclusive, worldwide, royalty-free patent license under
Licensed Patents to make, use, sell, offer to sell, import and otherwise
transfer the Contribution of such Contributor, if any, in source code and
object code form. This patent license shall apply to the combination of the
Contribution and the Program if, at the time the Contribution is added by the
Contributor, such addition of the Contribution causes such combination to be
covered by the Licensed Patents. The patent license shall not apply to any
other combinations which include the Contribution. No hardware per se is
licensed hereunder.
c) Recipient understands that although each Contributor grants the licenses
to its Contributions set forth herein, no assurances are provided by any
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# honore-beaugrand
CLojure programming class 101.
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# Introduction to honore-beaugrand
TODO: write [great documentation](http://jacobian.org/writing/what-to-write/)
+193
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First, we need to load the [cheshire](https://github.com/dakrone/cheshire) module to load json."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"(require '[cheshire.core :as cheshire])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Second, we define a variable that points to the url we wished to download"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/election-results-url"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def election-results-url \"https://dgeq.org/doc/gen7-4-2014/resultats.json\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then, we download the content of the url as a \"string\". See the [slurp](https://clojuredocs.org/clojure.core/slurp) function to see how it works."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/raw-data"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def raw-data (slurp election-results-url))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, let's print some information about the downloaded string...\n",
"\n",
"We can use [subs](https://clojuredocs.org/clojure.core/subs) for that"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"the length of the string is... 193056\n",
"the string starts with... {\"statistiques\":{\"partisPolitiques\":[{\"numeroParti\n"
]
}
],
"source": [
"(println \"the length of the string is...\" (count raw-data))\n",
"(println \"the string starts with...\" (subs raw-data 0 50))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now use cheshire to load the data. The `parse-string` functions looks awesome to do that."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"#'user/data"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(def data (cheshire/parse-string raw-data true))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now explore the real data structure.."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"the data structure type is... clojure.lang.PersistentArrayMap\n",
"the keys are... (:statistiques :circonscriptions)\n"
]
}
],
"source": [
"(println \"the data structure type is... \" (type data))\n",
"(println \"the keys are... \" (keys data))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now use the clojure inverse of `slurp`, the [spit](https://clojuredocs.org/clojure.core/spit) function, to serialize the data to a file. The file should be named `resources/data/election-2014.edn`."
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"(spit \"resources/data/election-2014.edn\" (str data))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Lein-Clojure",
"language": "clojure",
"name": "lein-clojure"
},
"language_info": {
"file_extension": ".clj",
"mimetype": "text/x-clojure",
"name": "clojure",
"version": "1.9.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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(defproject honore-beaugrand "0.1.0-SNAPSHOT"
:description "FIXME: write description"
:url "http://example.com/FIXME"
:license {:name "Eclipse Public License"
:url "http://www.eclipse.org/legal/epl-v10.html"}
:dependencies [[org.clojure/clojure "1.9.0"]
[cheshire "5.8.0"]
[clj-http "2.3.0"]]
:plugins [[lein-jupyter "0.1.16"]]
:main ^:skip-aot honore-beaugrand.core
:target-path "target/%s"
:profiles {:uberjar {:aot :all}})
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{:statistiques {:nbVoteValide 4232262, :isResultatsFinaux true, :nbBureauVote 21617, :partisPolitiques [{:numeroPartiPolitique 6, :nomPartiPolitique "Parti libéral du Québec/Quebec Liberal Party", :abreviationPartiPolitique "P.L.Q./Q.L.P.", :nbVoteTotal 1757071, :tauxVoteTotal 41.5161, :nbCirconscriptionsEnAvance 70, :tauxCirconscriptionsEnAvance 56.0} {:numeroPartiPolitique 8, :nomPartiPolitique "Parti québécois", :abreviationPartiPolitique "P.Q.", :nbVoteTotal 1074120, :tauxVoteTotal 25.3793, :nbCirconscriptionsEnAvance 30, :tauxCirconscriptionsEnAvance 24.0} {:numeroPartiPolitique 27, :nomPartiPolitique "Coalition avenir Québec - L'équipe François Legault", :abreviationPartiPolitique "C.A.Q.-É.F.L.", :nbVoteTotal 975607, :tauxVoteTotal 23.0517, :nbCirconscriptionsEnAvance 22, :tauxCirconscriptionsEnAvance 17.6} {:numeroPartiPolitique 11, :nomPartiPolitique "Québec solidaire", :abreviationPartiPolitique "Q.S.", :nbVoteTotal 323124, :tauxVoteTotal 7.6348, :nbCirconscriptionsEnAvance 3, :tauxCirconscriptionsEnAvance 2.4} {:numeroPartiPolitique 26, :nomPartiPolitique "Option nationale - Pour l'indépendance du Québec", :abreviationPartiPolitique "O.N. - P.I.Q.", :nbVoteTotal 30697, :tauxVoteTotal 0.7253, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 10, :nomPartiPolitique "Parti vert du Québec/Green Party of Québec", :abreviationPartiPolitique "P.V.Q./G.P.Q.", :nbVoteTotal 23163, :tauxVoteTotal 0.5473, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 22, :nomPartiPolitique "Équipe Adrien Pouliot - Parti conservateur du Québec", :abreviationPartiPolitique "É.A.P. - P.C.Q.", :nbVoteTotal 16429, :tauxVoteTotal 0.3882, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 0, :nomPartiPolitique "Candidats indépendants/Independent candidates", :abreviationPartiPolitique "Ind.", :nbVoteTotal 15361, :tauxVoteTotal 0.363, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 23, :nomPartiPolitique "Parti nul", :abreviationPartiPolitique "P.N.", :nbVoteTotal 7539, :tauxVoteTotal 0.1781, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 2, :nomPartiPolitique "Bloc pot", :abreviationPartiPolitique "B.P.", :nbVoteTotal 2690, :tauxVoteTotal 0.0636, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 7, :nomPartiPolitique "Parti marxiste-léniniste du Québec", :abreviationPartiPolitique "P.M.L.Q.", :nbVoteTotal 2016, :tauxVoteTotal 0.0476, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 28, :nomPartiPolitique "Parti équitable", :abreviationPartiPolitique "P.Éq.", :nbVoteTotal 1645, :tauxVoteTotal 0.0389, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 31, :nomPartiPolitique "Parti des sans parti", :abreviationPartiPolitique "P.S.P.", :nbVoteTotal 1291, :tauxVoteTotal 0.0305, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 33, :nomPartiPolitique "Mon pays le Québec", :abreviationPartiPolitique "M.P.Q.", :nbVoteTotal 521, :tauxVoteTotal 0.0123, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 29, :nomPartiPolitique "Équipe autonomiste", :abreviationPartiPolitique "É.A.", :nbVoteTotal 400, :tauxVoteTotal 0.0095, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 4, :nomPartiPolitique "Parti unité nationale", :abreviationPartiPolitique "P.U.N.", :nbVoteTotal 241, :tauxVoteTotal 0.0057, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 25, :nomPartiPolitique "Québec - Révolution démocratique", :abreviationPartiPolitique "Q.R.D.", :nbVoteTotal 163, :tauxVoteTotal 0.0039, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 16, :nomPartiPolitique "Parti indépendantiste", :abreviationPartiPolitique "P.I.", :nbVoteTotal 126, :tauxVoteTotal 0.003, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0} {:numeroPartiPolitique 32, :nomPartiPolitique "Union citoyenne du Québec / Québec Citizens' Union", :abreviationPartiPolitique "U.C.Q./Q.C.U.", :nbVoteTotal 58, :tauxVoteTotal 0.0014, :nbCirconscriptionsEnAvance 0, :tauxCirconscriptionsEnAvance 0.0}], :nbElecteurInscrit 6012440, :nbCirconscription 125, :nbCirconscriptionSansResultat 0, :iso8601DateMAJ "2014-04-15T02:24:38,000-04:00", :nbCirconscriptionAvecResultat 125, :nbVoteExerce 4295055, :tauxParticipationTotal 71.4326, :nbBureauVoteRempli 21617, :nbVoteRejete 62793, :tauxBureauVoteRempli 100.0, :tauxCirconscriptionSansResultat 0.0}, :circonscriptions [{:nbVoteValide 20626, :isResultatsFinaux true, :nbElecteurInscrit 33638, :nbBureauComplete 143, :candidats [{:numeroCandidat 436, :nom "Bourgeois", :prenom "Guy", :numeroPartiPolitique 6, :abreviatLine truncated
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(ns honore-beaugrand.core
(:gen-class))
(defn -main
"I don't do a whole lot ... yet."
[& args]
(println "Hello, World!"))
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(ns honore-beaugrand.core-test
(:require [clojure.test :refer :all]
[honore-beaugrand.core :refer :all]))
(deftest a-test
(testing "FIXME, I fail."
(is (= 0 1))))