{"text_format":"2","workbook":"xlsx","n_sheets":10,"sheets":["Synthèse Pays","Performance Vendeurs","Analyse Produits","Croisement Global","Statistiques Descriptives","Normalité & Outliers","Tests t & Intervalles","ANOVA","Chi2 & Contingence","Corrélation & Régression"],"not_rendered":{"charts":11,"images":0,"macros":0,"external_links":0,"defined_names":0,"comments":0,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"run_cost":"one","rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900"}

{"sheet":"Synthèse Pays","index":0,"n_rows":9,"n_cols":6,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
["Synthèse par Pays"]
[]
["customer_country","orders","quantity","revenue","avg_order_value","revenue_share"]
["Belgium",115,1108,1461602.41,12709.58617391304,0.19982021405486389]
["Senegal",108,1052,1428781.88,13229.461851851849,0.19533321725934411]
["Switzerland",91,885,1167965.99,12834.7910989011,0.15967626526464271]
["Morocco",107,965,1130205.78,10562.67084112149,0.15451394944377819]
["France",93,924,1121346.3600000001,12057.487741935491,0.15330275056459611]
["Canada",86,839,1004684.93,11682.382906976751,0.13735360341277489]

{"sheet":"Performance Vendeurs","index":1,"n_rows":8,"n_cols":6,"rows_kept":8,"cut":false,"hidden":false,"merged":[]}
["Performance des Vendeurs"]
[]
["salesperson","orders","quantity","revenue","avg_unit_price","avg_order_value"]
["Karim Benali",129,1236,1596438.22,1268.003023255814,12375.49007751938]
["Lucas Bernard",125,1116,1437002.71,1330.0489600000001,11496.02168]
["Nadia Rahmani",106,1073,1433065.24,1317.9559433962261,13519.483396226409]
["Sophie Dubois",122,1230,1431598.36,1173.0956557377051,11734.41278688525]
["Alice Martin",118,1118,1416482.82,1272.0966949152539,12004.091694915251]

{"sheet":"Analyse Produits","index":2,"n_rows":13,"n_cols":9,"rows_kept":13,"cut":false,"hidden":false,"merged":[]}
["Analyse des Produits"]
[]
["product","quantity","revenue","avg_price","orders",null,null,"Produit","CA"]
["Mouse",628,910916.43,1400.6653731343281,67,null,null,"Mouse",910916.43]
["Router",660,867912.94000000006,1342.6481818181819,66,null,null,"Router",867912.94000000006]
["RAM",647,860257.83,1235.8301612903231,62,null,null,"RAM",860257.83]
["Printer",605,784654.6,1212.4460317460321,63,null,null,"Printer",784654.6]
["Desktop PC",586,783726.52,1240.2463076923079,65,null,null,"Desktop PC",783726.52]
["SSD",601,659613.89,1247.0631249999999,64,null,null,"SSD",659613.89]
["Laptop",531,658520.07999999996,1253.6745098039221,51,null,null,"Laptop",658520.07999999996]
["Graphics Card",524,636423.03,1271.809074074074,54,null,null,"Graphics Card",636423.03]
["Keyboard",500,583494.55999999994,1277.621785714286,56,null,null,"Autres",1152562.03]
["Monitor",491,569067.47,1205.8082692307689,52]

{"sheet":"Croisement Global","index":3,"n_rows":23,"n_cols":13,"rows_kept":23,"cut":false,"hidden":false,"merged":[]}
["Croisements (Pays x Produit) & Tendance"]
[]
["customer_country","Desktop PC","Graphics Card","Laptop","Mouse","Printer","RAM","Router","SSD",null,null,"Mois","CA"]
["Belgium",200372.38,60193.67,174768.95,184481.03,136689.65,287736.46999999997,121771.16,79677.08,null,null,"2024-01-01",262713.75]
["Canada",114580.43,91497.87,23196.51,189495.45,119702.84,73336.17,43552.32,99050.920000000013,null,null,"2024-02-01",310006]
["France",115784.52,78739.11,158858.43,161044.79999999999,82739.27,91113.23000000001,167142.51,132150.25,null,null,"2024-03-01",369402.99]
["Morocco",99017.75,165844.59,103907.03,65543.509999999995,75826.099999999991,91694.23,244587.46,130732.69,null,null,"2024-04-01",381149.69]
["Senegal",157838.26999999999,165299.26,110652.21,223080.39,150628.01,132179.01999999999,198295.16,119787.4,null,null,"2024-05-01",316750.63]
["Switzerland",96133.17,74848.53,87136.95,87271.25,219068.73,184198.71,92564.33,98215.55,null,null,"2024-06-01",331297.32]
[{"$nulls":11},"2024-07-01",419791.54]
[{"$nulls":11},"2024-08-01",472276.93]
[{"$nulls":11},"2024-09-01",323062.25]
[{"$nulls":11},"2024-10-01",536283.27]
[{"$nulls":11},"2024-11-01",318439.14]
[{"$nulls":11},"2024-12-01",457395.58]
[{"$nulls":11},"2025-01-01",467906.25]
[{"$nulls":11},"2025-02-01",364440.87]
[{"$nulls":11},"2025-03-01",525179.37]
[{"$nulls":11},"2025-04-01",171839.23]
[{"$nulls":11},"2025-05-01",401239.54]
[{"$nulls":11},"2025-06-01",375618.69]
[{"$nulls":11},"2025-07-01",191013.25]
[{"$nulls":11},"2025-08-01",318781.06]

{"sheet":"Statistiques Descriptives","index":4,"n_rows":15,"n_cols":9,"rows_kept":15,"cut":false,"hidden":false,"merged":[]}
["Statistiques descriptives"]
[]
[null,"count","mean","std","min","25%","Centre bin (CA)","Effectif","max"]
["unit_price_eur",600,1271.2615333333331,693.48742886079935,55.89,661.24250000000006,2098.3245833333331,150,2484.75]
["quantity",600,9.6216666666666661,5.370593015467211,1,5,6005.1737499999999,122,19]
["total_revenue_eur",600,12190.978916666671,10337.392395811199,144.9,4051.86,9912.022916666665,91,47027.09]
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{"sheet":"Normalité & Outliers","index":5,"n_rows":303,"n_cols":6,"rows_kept":303,"cut":false,"hidden":false,"merged":[]}
["Normalité & détection d'outliers (sur CA)"]
[]
["metric","value",null,null,"Theoretical_Q","Sample_Q"]
["n",600,null,null,-2.8327014709530189,144.9]
["skewness",1.0650859872698479,null,null,-2.5363010998109679,153.66999999999999]
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["Shapiro_W",0.89171713404081199,null,null,-2.248879444410973,297]
["Shapiro_p",4.0551756440410501E-20,null,null,-2.154784106411924,327.57]
["Normaltest_K2",84.491589415374889,null,null,-2.0766129364245098,388.51]
["Normaltest_p",4.4966022642844447E-19,null,null,-2.009389306793238,394]
["IQR_low",-17758.11,null,null,-1.950182013772404,423.12]
["IQR_high",40401.81,null,null,-1.897113239678198,428.4]
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{"sheet":"Tests t & Intervalles","index":6,"n_rows":14,"n_cols":6,"rows_kept":14,"cut":false,"hidden":false,"merged":[]}
["t-test (Welch) & IC 95% - CA"]
[]
["item","value",null,null,"Groupe","CA moyen"]
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{"sheet":"ANOVA","index":7,"n_rows":16,"n_cols":4,"rows_kept":16,"cut":false,"hidden":false,"merged":[]}
["ANOVA 1 facteur (CA ~ Pays)"]
[]
["customer_country","count","mean","std"]
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[]
[]
[]
["metric","value"]
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{"sheet":"Chi2 & Contingence","index":8,"n_rows":16,"n_cols":3,"rows_kept":16,"cut":false,"hidden":false,"merged":[]}
["Test du Chi² (Pays x Online)"]
[]
["customer_country","False","True"]
["Belgium",49,66]
["Canada",38,48]
["France",47,46]
["Morocco",56,51]
["Senegal",57,51]
["Switzerland",39,52]
[]
[]
[]
["metric","value"]
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["dof",5]

{"sheet":"Corrélation & Régression","index":9,"n_rows":403,"n_cols":8,"rows_kept":403,"cut":false,"hidden":false,"merged":[]}
["Corrélations & Régression"]
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