From e2283e953e86a85c5313372f604d5b32e8a98691 Mon Sep 17 00:00:00 2001 From: stiti Date: Fri, 14 Jun 2024 20:33:54 +0200 Subject: [PATCH] Modifs --- EXO3/README.md | 178 ++++++++++++++++++++++--------------- EXO3/img/q1-autres.png | Bin 0 -> 77379 bytes EXO3/img/q1-femme.png | Bin 0 -> 82205 bytes EXO3/img/q1-homme.png | Bin 0 -> 82563 bytes EXO3/img/q1.png | Bin 130032 -> 0 bytes EXO3/img/q2.png | Bin 108108 -> 108622 bytes EXO3/img/q3.png | Bin 75859 -> 71085 bytes EXO3/img/q4-autres.png | Bin 0 -> 70823 bytes EXO3/img/q4-femme.png | Bin 0 -> 72809 bytes EXO3/img/q4-fille.png | Bin 86969 -> 0 bytes EXO3/img/q4-homme.png | Bin 89128 -> 72197 bytes EXO3/scripts/q1-autres.sce | 3 + EXO3/scripts/q1-femme.sce | 3 + EXO3/scripts/q1-homme.sce | 3 + EXO3/scripts/q1.sce | 17 ---- EXO3/scripts/q2.sce | 28 ++++-- EXO3/scripts/q3.sce | 23 +++-- EXO3/scripts/q4-autres.sce | 3 + EXO3/scripts/q4-femme.sce | 3 + EXO3/scripts/q4-homme.sce | 3 + EXO3/scripts/q4.sce | 24 ----- 21 files changed, 158 insertions(+), 130 deletions(-) create mode 100644 EXO3/img/q1-autres.png create mode 100644 EXO3/img/q1-femme.png create mode 100644 EXO3/img/q1-homme.png delete mode 100644 EXO3/img/q1.png create mode 100644 EXO3/img/q4-autres.png create mode 100644 EXO3/img/q4-femme.png delete mode 100644 EXO3/img/q4-fille.png create mode 100644 EXO3/scripts/q1-autres.sce create mode 100644 EXO3/scripts/q1-femme.sce create mode 100644 EXO3/scripts/q1-homme.sce delete mode 100644 EXO3/scripts/q1.sce create mode 100644 EXO3/scripts/q4-autres.sce create mode 100644 EXO3/scripts/q4-femme.sce create mode 100644 EXO3/scripts/q4-homme.sce delete mode 100644 EXO3/scripts/q4.sce diff --git a/EXO3/README.md b/EXO3/README.md index 371f86b..15da45b 100644 --- a/EXO3/README.md +++ b/EXO3/README.md @@ -16,9 +16,8 @@ Pour cette exercice, veuillez initaliser les variables suivantes : **[Script Scilab](scripts/init.sce) :** ```scilab -D = csvRead('data.csv'); -DD = csvRead('data.csv',',','.','string'); -genre = DD(:,3); +csvDouble = csvRead("data.csv") //ouvre data.csv en une matrice d'entier +csvString = csvRead("data.csv",[],[],'string') //ouvre data.csv en une matrice de string ``` --- @@ -27,31 +26,40 @@ genre = DD(:,3); > Donnez, sous forme d'histogramme, la distribution des salaires suivant le genre. -**[Script Scilab](scripts/q1.sce) :** +**[Script Scilab - hommes](scripts/q1-homme.sce) :** ```scilab -D_homme = D(genre == 'Male',:); -D_femme = D(genre == 'Female',:); -salaire_homme = D_homme(:,7); -salaire_femme = D_femme(:,7); -num_bins = 50; +id_male = find(csvString(:,3) == "Male" ) +salaire_male = csvDouble(id_male,7) +histplot(10,salaire_male,normalization=%f) +``` -subplot(2, 1, 1); -histplot(num_bins, salaire_homme); -title("Distribution des salaires pour les hommes"); -xlabel("Salaire"); -ylabel("Fréquence"); +**[Script Scilab - femmes](scripts/q1-femme.sce) :** -subplot(2, 1, 2); -histplot(num_bins, salaire_femme); -title("Distribution des salaires pour les femmes"); -xlabel("Salaire"); -ylabel("Fréquence"); +```scilab +id_female = find(csvString(:,3) == "Female" ) +salaire_female = csvDouble(id_female,7) +histplot(10,salaire_female,normalization=%f) +``` + +**[Script Scilab - autres](scripts/q1-autres.sce) :** + +```scilab +id_other = find(csvString(:,3) == "Other" ) +salaire_other = csvDouble(id_other,7) +histplot(10,salaire_other,normalization=%f) ``` **Résultat :** -![q1](img/q1.png) +Hommes : +![q1](img/q1-homme.png) + +Femmes : +![q1](img/q1-femme.png) + +Autres : +![q1](img/q1-autres.png) --- @@ -62,16 +70,28 @@ ylabel("Fréquence"); **[Script Scilab](scripts/q2.sce) :** ```scilab -niveau_etudes = D(:, 4); -salaires = D(:, 7); -unique_niveaux = unique(niveau_etudes); -moy_salaire_par_niveau = zeros(size(unique_niveaux)); +indice_high = find(csvDouble(:,4) == 0 ) +salaire_high = csvDouble(indice_high,7) +moy_h = mean(salaire_high) -for i = 1:length(unique_niveaux) - moy_salaire_par_niveau(i) = mean(salaires(niveau_etudes == unique_niveaux(i))); -end -bar(unique_niveaux, moy_salaire_par_niveau); +indice_b = find(csvDouble(:,4) == 1 ) +salaire_b = csvDouble(indice_b,7) +moy_b = mean(salaire_b) + + +indice_m = find(csvDouble(:,4) == 2 ) +salaire_m = csvDouble(indice_m,7) +moy_m = mean(salaire_m) + + +indice_p = find(csvDouble(:,4) == 3) +salaire_p = csvDouble(indice_p,7) +moy_p = mean(salaire_p) + + +matrice = [moy_h,moy_b,moy_m,moy_p] +bar([0,1,2,3],matrice) xlabel("Niveau d''études"); ylabel("Salaire moyen"); @@ -91,14 +111,21 @@ title("Salaire moyen par niveau d''études"); **[Script Scilab](scripts/q3.sce) :** ```scilab -Q = quart(salaires) -IQR = Q(3) - Q(1); -min_salaire = min(salaires) -max_salaire = max(salaires) -mean(salaires) -median(salaires) -stdev(salaires) -boxplot(salaires) +mean(csvDouble(:,7)) //moyenne +min(csvDouble(:,7)) //min +max(csvDouble(:,7)) //max +median(csvDouble(:,7)) //médianne +quart(csvDouble(:,7)) //quartile +iqr(csvDouble(:,7)) //interquartile +stdev(csvDouble(:,7)) //ecart-type + +sal = tabul(csvDouble(:,7)); +[occurence_tri,indice_tri] = gsort(sal(:,2)); +liste_exp = sal(:,1); +mode = liste_exp(200) //mode + +atomsLoad("stixbox") +boxplot(csvDouble(:,7),"orientation","horizontal") ``` **Résultat :** @@ -108,6 +135,7 @@ boxplot(salaires) - Maximum : 250000 - Moyenne : 115326.96 - Médiane : 115000 +- Mode : 140000 - Écart-type : 52786.184 ![q3](img/q3.png) @@ -121,58 +149,62 @@ boxplot(salaires) **[Script Scilab](scripts/q4.sce) :** ```scilab -QH = quart(salaire_homme) -QF = quart(salaire_femme) -IQH = QH(3) - QH(1) -IQF = QF(3) - QF(1) - min(salaire_homme) -min(salaire_femme) -max(salaire_homme) -max(salaire_femme) -mean(salaire_homme) -mean(salaire_femme) -median(salaire_homme) -median(salaire_femme) -stdev(salaire_homme) -stdev(salaire_femme) +MARCO ??? +MARCO ??? +MARCO ??? +MARCO ??? +MARCO ??? +MARCO ??? -// boite à moustache hommes : -boxplot(salaire_homme); -title("Boîte à moustaches des salaires des hommes"); -ylabel("Salaires"); -// boite à moustache femmes : -boxplot(salaire_femme); -title("Boîte à moustaches des salaires des femmes"); -ylabel("Salaires"); +MARCO ??? +MARCO ???MARCO ???MARCO ??? +MARCO ??? +MARCO ??? +MARCO ??? ``` **Résultat :** - Hommes : - - Quartiles : [Q1, Q2 (médiane), Q3] = [75000, 120000, 170000] - - Interquartile Range (IQR) : QH(3) - QH(1) = 95000 - - Minimum : 350 - - Maximum : 250000 - - Moyenne : 121389.87 - - Médiane : 120000 - - Écart-type : 52092.726 + - Quartiles : [Q1, Q2 (médiane), Q3] = [..., ..., ...] + - Interquartile Range (IQR) : QH(3) - QH(1) = ... + - Minimum : ... + - Maximum : ... + - Moyenne : ... + - Médiane : ... + - Écart-type : ... ![q4-homme](img/q4-homme.png) - Femmes : - - Quartiles : [Q1, Q2 (médiane), Q3] = [60000, 105000, 150000] - - Interquartile Range (IQR) : QF(3) - QF(1) = 90000 - - Minimum : 500 - - Maximum : 220000 - - Moyenne : 107889.00 - - Médiane : 105000 - - Écart-type : 52723.610 + - Quartiles : [Q1, Q2 (médiane), Q3] = [..., ..., ...] + - Interquartile Range (IQR) : QF(3) - QF(1) = ... + - Minimum : ... + - Maximum : ... + - Moyenne : ... + - Médiane : ... + - Écart-type : ... - ![q4-fille](img/q4-fille.png) + ![q4-femme](img/q4-femme.png) + +- Femmes : + + - Quartiles : [Q1, Q2 (médiane), Q3] = [..., ..., ...] + - Interquartile Range (IQR) : QF(3) - QF(1) = ... + - Minimum : ... + - Maximum : ... + - Moyenne : ... + - Médiane : ... + - Écart-type : ... + + ![q4-autres](img/q4-autres.png) + +- Commentaires : +... --- diff --git a/EXO3/img/q1-autres.png b/EXO3/img/q1-autres.png new file mode 100644 index 0000000000000000000000000000000000000000..8304d83f251b3f2ef0434b49091bff74a44ec16d GIT binary patch literal 77379 zcmeEvcRZEv|38wE%F4(NrIJw@A)|q0XH_!Nu*u$ZnzkfGW)ue@*;{2)h_X3GWF0GU z9NX`@z26mYqx=1RJU-vY_xt;vKYDcB=RWs+U9WY$p4V$!UMfnmJGL=w!^6YdA$R8V zIXpblEIhoe>?B0sN}Kf&8$7)262_-asmPr=#in9ydEMCT8Xn#muV5|W^J*VxBefqs zcu-3~a)z{!l>HpR8PaE4A9R@C;gs5cnCO-_^9A)AJjnAU_fov~+dpMaOW!|LbY4ZJ 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z59}7i<}1=L>-j8*&8)|Q1YG}4YooIw>*S(EtF|8f<$&6}lJhOuS`eWH5dvXYh%mot z#EcirP<2}fk7pbUlIbpp&8){V1#vBi&Fm@Cg4oRIagbbKL2MSp204L+z-&%6`FF*GG;O5^MxyLu2;PUI{-hmLYIuFnIB^mDcT`sKmuCm{uKgeAb>Tw* diff --git a/EXO3/scripts/q1-autres.sce b/EXO3/scripts/q1-autres.sce new file mode 100644 index 0000000..e728905 --- /dev/null +++ b/EXO3/scripts/q1-autres.sce @@ -0,0 +1,3 @@ +id_other = find(csvString(:,3) == "Other" ) +salaire_other = csvDouble(id_other,7) +histplot(10,salaire_other,normalization=%f) \ No newline at end of file diff --git a/EXO3/scripts/q1-femme.sce b/EXO3/scripts/q1-femme.sce new file mode 100644 index 0000000..cab5f85 --- /dev/null +++ b/EXO3/scripts/q1-femme.sce @@ -0,0 +1,3 @@ +id_female = find(csvString(:,3) == "Female" ) +salaire_female = csvDouble(id_female,7) +histplot(10,salaire_female,normalization=%f) \ No newline at end of file diff --git a/EXO3/scripts/q1-homme.sce b/EXO3/scripts/q1-homme.sce new file mode 100644 index 0000000..77b8c70 --- /dev/null +++ b/EXO3/scripts/q1-homme.sce @@ -0,0 +1,3 @@ +id_male = find(csvString(:,3) == "Male" ) +salaire_male = csvDouble(id_male,7) +histplot(10,salaire_male,normalization=%f) \ No newline at end of file diff --git a/EXO3/scripts/q1.sce b/EXO3/scripts/q1.sce deleted file mode 100644 index 375ca67..0000000 --- a/EXO3/scripts/q1.sce +++ /dev/null @@ -1,17 +0,0 @@ -D_homme = D(genre == 'Male',:); -D_femme = D(genre == 'Female',:); -salaire_homme = D_homme(:,7); -salaire_femme = D_femme(:,7); -num_bins = 50; - -subplot(2, 1, 1); -histplot(num_bins, salaire_homme); -title("Distribution des salaires pour les hommes"); -xlabel("Salaire"); -ylabel("Fréquence"); - -subplot(2, 1, 2); -histplot(num_bins, salaire_femme); -title("Distribution des salaires pour les femmes"); -xlabel("Salaire"); -ylabel("Fréquence"); \ No newline at end of file diff --git a/EXO3/scripts/q2.sce b/EXO3/scripts/q2.sce index 7e8927c..4fff201 100644 --- a/EXO3/scripts/q2.sce +++ b/EXO3/scripts/q2.sce @@ -1,13 +1,25 @@ -niveau_etudes = D(:, 4); -salaires = D(:, 7); -unique_niveaux = unique(niveau_etudes); -moy_salaire_par_niveau = zeros(size(unique_niveaux)); +indice_high = find(csvDouble(:,4) == 0 ) +salaire_high = csvDouble(indice_high,7) +moy_h = mean(salaire_high) -for i = 1:length(unique_niveaux) - moy_salaire_par_niveau(i) = mean(salaires(niveau_etudes == unique_niveaux(i))); -end -bar(unique_niveaux, moy_salaire_par_niveau); +indice_b = find(csvDouble(:,4) == 1 ) +salaire_b = csvDouble(indice_b,7) +moy_b = mean(salaire_b) + + +indice_m = find(csvDouble(:,4) == 2 ) +salaire_m = csvDouble(indice_m,7) +moy_m = mean(salaire_m) + + +indice_p = find(csvDouble(:,4) == 3) +salaire_p = csvDouble(indice_p,7) +moy_p = mean(salaire_p) + + +matrice = [moy_h,moy_b,moy_m,moy_p] +bar([0,1,2,3],matrice) xlabel("Niveau d''études"); ylabel("Salaire moyen"); diff --git a/EXO3/scripts/q3.sce b/EXO3/scripts/q3.sce index 9e69e0d..9fa7518 100644 --- a/EXO3/scripts/q3.sce +++ b/EXO3/scripts/q3.sce @@ -1,8 +1,15 @@ -Q = quart(salaires) -IQR = Q(3) - Q(1); -min_salaire = min(salaires) -max_salaire = max(salaires) -mean(salaires) -median(salaires) -stdev(salaires) -boxplot(salaires) \ No newline at end of file +mean(csvDouble(:,7)) //moyenne +min(csvDouble(:,7)) //min +max(csvDouble(:,7)) //max +median(csvDouble(:,7)) //médianne +quart(csvDouble(:,7)) //quartile +iqr(csvDouble(:,7)) //interquartile +stdev(csvDouble(:,7)) //ecart-type + +sal = tabul(csvDouble(:,7)); +[occurence_tri,indice_tri] = gsort(sal(:,2)); +liste_exp = sal(:,1); +mode = liste_exp(200) //mode + +atomsLoad("stixbox") +boxplot(csvDouble(:,7),"orientation","horizontal") \ No newline at end of file diff --git a/EXO3/scripts/q4-autres.sce b/EXO3/scripts/q4-autres.sce new file mode 100644 index 0000000..5d0e924 --- /dev/null +++ b/EXO3/scripts/q4-autres.sce @@ -0,0 +1,3 @@ +id_other = find(csvString(:,3) == "Other" ) +salaire_other = csvDouble(id_other,7) +boxplot(salaire_female,"orientation","horizontal") \ No newline at end of file diff --git a/EXO3/scripts/q4-femme.sce b/EXO3/scripts/q4-femme.sce new file mode 100644 index 0000000..fd09f76 --- /dev/null +++ b/EXO3/scripts/q4-femme.sce @@ -0,0 +1,3 @@ +id_female = find(csvString(:,3) == "Female" ) +salaire_female = csvDouble(id_female,7) +boxplot(salaire_female,"orientation","horizontal") \ No newline at end of file diff --git a/EXO3/scripts/q4-homme.sce b/EXO3/scripts/q4-homme.sce new file mode 100644 index 0000000..63b340e --- /dev/null +++ b/EXO3/scripts/q4-homme.sce @@ -0,0 +1,3 @@ +id_male = find(csvString(:,3) == "Male" ) +salaire_male = csvDouble(id_male,7) +boxplot(salaire_male,"orientation","horizontal") \ No newline at end of file diff --git a/EXO3/scripts/q4.sce b/EXO3/scripts/q4.sce deleted file mode 100644 index 77256ea..0000000 --- a/EXO3/scripts/q4.sce +++ /dev/null @@ -1,24 +0,0 @@ -QH = quart(salaire_homme) -QF = quart(salaire_femme) -IQH = QH(3) - QH(1) -IQF = QF(3) - QF(1) - min(salaire_homme) -min(salaire_femme) -max(salaire_homme) -max(salaire_femme) -mean(salaire_homme) -mean(salaire_femme) -median(salaire_homme) -median(salaire_femme) -stdev(salaire_homme) -stdev(salaire_femme) - -// boite à moustache hommes : -boxplot(salaire_homme); -title("Boîte à moustaches des salaires des hommes"); -ylabel("Salaires"); - -// boite à moustache femmes : -boxplot(salaire_femme); -title("Boîte à moustaches des salaires des femmes"); -ylabel("Salaires");