Skip to content

Instantly share code, notes, and snippets.

View Jatapiaro's full-sized avatar

Jatapiaro

9 followers · 11 following
View GitHub Profile
@Jatapiaro
Jatapiaro / dsa07_reto.csv
Created March 4, 2026 21:51
We can make this file beautiful and searchable if this error is corrected: It looks like row 5 should actually have 35 columns, instead of 8 in line 4.
Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager
41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5
49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7
37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0
33,No,Travel_Frequently,1392,Research & Development,3,4,L
@Jatapiaro
Jatapiaro / dsa06_imputed_train.csv
Last active February 22, 2026 01:15
We can't make this file beautiful and searchable because it's too large.
Age,Education_Level,Time_of_service,Time_since_promotion,growth_rate,Travel_Rate,Post_Level,Pay_Scale,Work_Life_balance,VAR1,VAR2,VAR3,VAR4,VAR5,VAR6,VAR7,Compensation_and_Benefits_type2,Compensation_and_Benefits_type3,Decision_skill_possess_Behavioral,Decision_skill_possess_Conceptual,Decision_skill_possess_Directive,Gender_M,Hometown_Franklin,Hometown_Lebanon,Hometown_Springfield,Hometown_Washington,Relationship_Status_Single,Unit_IT,Unit_Logistics,Unit_Operations,Unit_Purchasing,Unit_R&D,Unit_Sales,Unit_Support_Units,Attrition_rate
42,4,4,4,33,1,1,7,3,4,0,1.8688,2,4,5,3,1,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0.1841
24,3,5,4,36,0,3,6,4,3,0,-0.4537,2,3,5,3,1,0,0,0,0,1,0,0,1,0,1,0,1,0,0,0,0,0,0.067
58,3,27,3,51,0,2,8,1,4,0,-0.4537,3,3,8,3,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0.0851
26,3,4,3,56,1,3,8,1,3,-1,-0.4537,2,3,7,3,1,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0.0668
31,1,5,4,62,1,3,2,3,1,0,-0.4537,2,2,8,2,0,1,0,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0.1827
54,3,19,1,21,2,5,9,1,3,-1,1.8688,2,2,8,3,1,0,0,1,0,1,0,1,0,0,0,0,0,0
@Jatapiaro
Jatapiaro / dsa06_train.csv
Created February 21, 2026 20:43
We can't make this file beautiful and searchable because it's too large.
Employee_ID,Gender,Age,Education_Level,Relationship_Status,Hometown,Unit,Decision_skill_possess,Time_of_service,Time_since_promotion,growth_rate,Travel_Rate,Post_Level,Pay_Scale,Compensation_and_Benefits,Work_Life_balance,VAR1,VAR2,VAR3,VAR4,VAR5,VAR6,VAR7,Attrition_rate
EID_23371,F,42.0,4,Married,Franklin,IT,Conceptual,4.0,4,33,1,1,7.0,type2,3.0,4,0.7516,1.8688,2.0,4,5,3,0.1841
EID_18000,M,24.0,3,Single,Springfield,Logistics,Analytical,5.0,4,36,0,3,6.0,type2,4.0,3,-0.9612,-0.4537,2.0,3,5,3,0.067
EID_3891,F,58.0,3,Married,Clinton,Quality,Conceptual,27.0,3,51,0,2,8.0,type2,1.0,4,-0.9612,-0.4537,3.0,3,8,3,0.0851
EID_17492,F,26.0,3,Single,Lebanon,Human Resource Management,Behavioral,4.0,3,56,1,3,8.0,type2,1.0,3,-1.8176,-0.4537,,3,7,3,0.0668
EID_22534,F,31.0,1,Married,Springfield,Logistics,Conceptual,5.0,4,62,1,3,2.0,type3,3.0,1,0.7516,-0.4537,2.0,2,8,2,0.1827
EID_2278,M,54.0,3,Married,Lebanon,Purchasing,Conceptual,19.0,1,21,2,5,9.0,type2,1.0,3,-1.8176,1.8688,2.0,2,8,3,0.7613
EID_18588,F,21.0,4,Married,Springfiel
@Jatapiaro
Jatapiaro / housedata.csv
Created February 17, 2026 01:23
We can make this file beautiful and searchable if this error is corrected: It looks like row 9 should actually have 18 columns, instead of 15 in line 8.
date,price,bedrooms,bathrooms,sqft_living,sqft_lot,floors,waterfront,view,condition,sqft_above,sqft_basement,yr_built,yr_renovated,street,city,statezip,country
2014-05-02 00:00:00,313000.0,3.0,1.5,1340,7912,1.5,0,0,3,1340,0,1955,2005,18810 Densmore Ave N,Shoreline,WA 98133,USA
2014-05-02 00:00:00,2384000.0,5.0,2.5,3650,9050,2.0,0,4,5,3370,280,1921,0,709 W Blaine St,Seattle,WA 98119,USA
2014-05-02 00:00:00,342000.0,3.0,2.0,1930,11947,1.0,0,0,4,1930,0,1966,0,26206-26214 143rd Ave SE,Kent,WA 98042,USA
2014-05-02 00:00:00,420000.0,3.0,2.25,2000,8030,1.0,0,0,4,1000,1000,1963,0,857 170th Pl NE,Bellevue,WA 98008,USA
2014-05-02 00:00:00,550000.0,4.0,2.5,1940,10500,1.0,0,0,4,1140,800,1976,1992,9105 170th Ave NE,Redmond,WA 98052,USA
2014-05-02 00:00:00,490000.0,2.0,1.0,880,6380,1.0,0,0,3,880,0,1938,1994,522 NE 88th St,Seattle,WA 98115,USA
2014-05-02 00:00:00,335000.0,2.0,2.0,1350,2560,1.0,0,0,3,1350,0,1976,0,2616 174th Ave NE,Redmond,WA 98052,USA
2014-05-02 00:00:00,482000.0,4.0,2.5,2710,35868,2.0,0,0,3,2710,0,1989,0,2
@Jatapiaro
Jatapiaro / dsa05_reto.csv
Created February 8, 2026 03:52
We can't make this file beautiful and searchable because it's too large.
Employee_ID,Gender,Age,Education_Level,Relationship_Status,Hometown,Unit,Decision_skill_possess,Time_of_service,Time_since_promotion,growth_rate,Travel_Rate,Post_Level,Pay_Scale,Compensation_and_Benefits,Work_Life_balance,Attrition_rate
EID_23371,F,42,4,Married,Franklin,IT,Conceptual,4,4,33,1,1,7,type2,3,0.1841
EID_18000,M,24,3,Single,Springfield,Logistics,Analytical,5,4,36,0,3,6,type2,4,0.067
EID_3891,F,58,3,Married,Clinton,Quality,Conceptual,27,3,51,0,2,8,type2,1,0.0851
EID_17492,F,26,3,Single,Lebanon,Human Resource Management,Behavioral,4,3,56,1,3,8,type2,1,0.0668
EID_22534,F,31,1,Married,Springfield,Logistics,Conceptual,5,4,62,1,3,2,type3,3,0.1827
EID_2278,M,54,3,Married,Lebanon,Purchasing,Conceptual,19,1,21,2,5,9,type2,1,0.7613
EID_18588,F,21,4,Married,Springfield,Purchasing,Directive,2,1,50,1,1,6,type2,2,0.2819
EID_1235,F,,3,Married,Springfield,Sales,Directive,34,4,23,1,4,6,type3,2,0.1169
EID_10197,M,40,4,Single,Springfield,Production,Analytical,13,1,49,0,1,9,type0,4,0.1968
@Jatapiaro
Jatapiaro / dsa05_airbnb_mexico.csv
Created February 3, 2026 01:38
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 31 columns, instead of 2 in line 3.
airbnb_id,host_id,host_since,host_response_time,host_response_rate,host_is_superhost,host_neighbourhood,host_total_listings_count,host_verifications,host_has_profile_pic,host_identity_verified,latitude,longitude,property_type,room_type,accommodates,bathrooms_text,bedrooms,beds,price,minimum_nights,maximum_nights,availability_365,number_of_reviews,review_scores_rating,review_scores_cleanliness,review_scores_checkin,review_scores_communication,review_scores_location,instant_bookable,reviews_per_month
35797,153786,28/06/2010,,,f,,2,"['email', 'phone', 'reviews', 'jumio', 'offline_government_id', 'selfie', 'government_id', 'identity_manual', 'work_email']",t,t,19.38283,-99.27178,Entire villa,Entire home/apt,2,1 bath,1,1,3967,1,7,364,0,,,,,,f,
44616,196253,09/08/2010,within a few hours,1,f,Condesa,9,"['email', 'phone', 'reviews', 'offline_government_id', 'selfie', 'government_id', 'work_email']",t,t,19.41162,-99.17794,Entire house,Entire home/apt,14,5.5 baths,5,8,11000,1,365,360,49,91,9,10,10,10,f,0.43
56074,26565
@Jatapiaro
Jatapiaro / fragatas_2026.csv
Last active February 16, 2026 03:49
We can make this file beautiful and searchable if this error is corrected: It looks like row 9 should actually have 16 columns, instead of 3 in line 8.
nombre,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15
31d62e03fcf3544648c02155014546809dac0229a3b0815cd1eb63e06cb85aba,1005,915,975,945,885,915,997,885,900,930,900,875,880,,
3841bcb9343a6d167496a18266ded7c753e8fb19a4649a82331e1a9f7d23eaad,1020,1085,1125,1125,1170,1100,1045,1170,1200,1130,1200,1170,1225,1220,1290
74ca3313dd1c3afc682cfa7f77504a1c534cb3df8c69a302b9181dc7adab27a0,510,550,495,525,600,450,590,645,,,,,,,
48e7c1ff0a79a7b8e248fcb692b6a1b25676e28bbc2d422357eb7890d5953065,1065,1040,1115,1060,1035,1200,1230,1200,1245,1270,1190,1140,1155,,
ef3bd5a253a7a92803475f039278330325979b69b7b4f8542284c1ec20f28be9,960,990,980,1030,970,1125,945,1080,1060,1000,1125,1130,1090,1080,
480804347f232c94198f5c70b791fc43c9470f32b3fd5605f873fdc63898e8b6,1365,1300,1230,1260,1290,1300,1360,1275,1375,1270,1310,1300,1395,1335,1360
18f47dd9ccb35c140067b7e9d0431e542a0c53c194b4a0bccd5c2d73e6f861ff,1155,1195,1155,1190,1207,1260,1275,1200,1245,1237,1210,1160,1320,1240,1250
e719cb65ccdf9933481d491b0a27a6e9f836b93f2fe82d9e9b8b1ee8c15b10ff,1065,1110
@Jatapiaro
Jatapiaro / dsa05_tema2.csv
Last active January 26, 2026 02:08
tiempo_completo id_personal mes mes_id sku_id ventas_totales ingresos_anio_pasado calificacion_servicio comentarios_adicionales fecha_contratacion
si 1 enero 1 1 18 28800 Regular lento servicial amigable 27/06/2012
si 1 febrero 2 1 6 9600 Excelente servicial 27/06/2012
si 1 marzo 3 1 16 25600 Excelente atento 27/06/2012
si 1 abril 4 1 1 1600 Excelente amable servicial 27/06/2012
si 1 mayo 5 1 6 9600 Excelente servicial 27/06/2012
si 1 junio 6 1 1 1600 Excelente atento 27/06/2012
si 1 julio 7 1 16 25600 Excelente amable servicial 27/06/2012
si 1 agosto 8 1 19 30400 Excelente servicial 27/06/2012
si 1 septiembre 9 1 1 1600 Excelente atento 27/06/2012
@Jatapiaro
Jatapiaro / dsa05_tema1.csv
Last active January 26, 2026 02:08
pdv_id mes mes_id sku_id ventas_totales ventas_totales_en_tienda_de_cada_mes ventas_totales_1_mes_pasado promedio_ventas_totales_por_sku_en_cada_mes
1 enero 1 1 2 23 2
1 2 1 0 27 2
1 marzo 3 1 1 28 0
1 abril 4 1 0 31 1
1 mayo 1 0 37 0
1 junio 6 1 0 12 0
1 julio 7 1 0 38 0
1 agosto 8 1 0 43 0
1 septiembre 9 1 0 32 0
@Jatapiaro
Jatapiaro / dsa04_employees.csv
Created January 16, 2026 23:46
We can't make this file beautiful and searchable because it's too large.
Employee_ID,Gender,Age,Education_Level,Relationship_Status,Hometown,Unit,Decision_skill_possess,Time_of_service,Time_since_promotion,growth_rate,Travel_Rate,Post_Level,Pay_Scale,Compensation_and_Benefits,Work_Life_balance,Attrition_rate
EID_23371,F,42,4,Married,Franklin,IT,Conceptual,4,4,33,1,1,7,type2,3,0.1841
EID_18000,M,24,3,Single,Springfield,Logistics,Analytical,5,4,36,0,3,6,type2,4,0.067
EID_3891,F,58,3,Married,Clinton,Quality,Conceptual,27,3,51,0,2,8,type2,1,0.0851
EID_17492,F,26,3,Single,Lebanon,Human Resource Management,Behavioral,4,3,56,1,3,8,type2,1,0.0668
EID_22534,F,31,1,Married,Springfield,Logistics,Conceptual,5,4,62,1,3,2,type3,3,0.1827
EID_2278,M,54,3,Married,Lebanon,Purchasing,Conceptual,19,1,21,2,5,9,type2,1,0.7613
EID_18588,F,21,4,Married,Springfield,Purchasing,Directive,2,1,50,1,1,6,type2,2,0.2819
EID_1235,F,,3,Married,Springfield,Sales,Directive,34,4,23,1,4,6,type3,2,0.1169
EID_10197,M,40,4,Single,Springfield,Production,Analytical,13,1,49,0,1,9,type0,4,0.1968