Data for Analysis of University Dropout at UCC Villavicencio (doi:10.57924/D4WQJT)
(Datos para el análisis de la deserción universitaria en la UCC Villavicencio)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Data for Analysis of University Dropout at UCC Villavicencio

doi:10.57924/D4WQJT

Papyrus

2024-07-09

1

Nova Martínez, Manuel Arturo; Torres Londoño, Carlos Ignacio; Porras García, Yerson Ferney, 2024, "Data for Analysis of University Dropout at UCC Villavicencio", https://doi.org/10.57924/D4WQJT, Papyrus, V1, UNF:6:m5esbmecEZcU6hm+FxNM5w== [fileUNF]

Data for Analysis of University Dropout at UCC Villavicencio

Datos para el análisis de la deserción universitaria en la UCC Villavicencio

doi:10.57924/D4WQJT

Nova Martínez, Manuel Arturo (Universidad Cooperativa de Colombia)

Torres Londoño, Carlos Ignacio (Universidad Cooperativa de Colombia)

Porras García, Yerson Ferney (Universidad Cooperativa de Colombia)

Papyrus

Nova Martínez, Manuel Arturo

Castañeda, Katherine

2024-04-10

https://doi.org/10.57924/D4WQJT

Computer and Information Science, Engineering, University Dropout, Analysis, Data, UCC, Deserción universitaria, Análisis, Datos

The files included in this dataset contain information related to variables of the university context, academic, sociodemographic, economic, and psychological aspects of students enrolled at the Universidad Cooperativa de Colombia, Villavicencio campus, in the years 2023 and 2024.

Los archivos incluidos en este dataset contienen información referente a variables del contexto universitario, académicas, sociodemográficas, económicas y psicológicas de los estudiantes matriculados en la Universidad Cooperativa de Colombia campus Villavicencio, en los años 2023 y 2024.

Todos los archivos estarán cerrados temporalmente.

• Number of cases: 280

• No. of variables per record: 44

• Type of File: text/tab-separated-values

UNF:6:EtPKTsCCEUUWXnfUj1AuNQ==

• Number of cases: 203

• No. of variables per record: 44

• Type of File: text/tab-separated-values

UNF:6:9mbr0Sgso0J2WTz2Oatpmg==

• ID_s - ID_s
• ID2 - ID2
• carrera - carrera
• promedio_acad - promedio_acad
• edad - edad
• sisben - sisben
• transporte - transporte
• semestre - semestre
• o_voca - o_voca
• e_carrera - e_carrera
• i_carrera - i_carrera
• autopercepcion - autopercepcion
• aban_inter - aban_inter
• razon - razon
• c_universidad - c_universidad
• e_negativas - e_negativas
• g_afectacion - g_afectacion
• r_carrera - r_carrera
• t_estudios - t_estudios
• ingresos - ingresos
• m_residencia - m_residencia
• p_cargo - p_cargo
• financiacion - financiacion
• t_hijos - t_hijos
• embarzo_des - embarzo_des
• dificultades_t - dificultades_t
• a_familiar - a_familiar
• c_familiar - c_familiar
• e_acad - e_acad
• d_acad - d_acad
• h_semanal - h_semanal
• a_profesores - a_profesores
• c_profesores - c_profesores
• m_calificacion - m_calificacion
• p_profesores - p_profesores
• per_profesores - per_profesores
• motivacion - motivacion
• acoso_psc - acoso_psc
• c_acad - c_acad
• v_semestre - v_semestre
• habilidades_pa - habilidades_pa
• adaptacion_u - adaptacion_u
• campus - campus
• recomendación_u - recomendación_u
• ID_s - ID_s
• ID2 - ID2
• carrera - carrera
• promedio_acad - promedio_acad
• edad - edad
• sisben - sisben
• transporte - transporte
• semestre - semestre
• o_voca - o_voca
• e_carrera - e_carrera
• i_carrera - i_carrera
• autopercepcion - autopercepcion
• aban_inter - aban_inter
• razon - razon
• c_universidad - c_universidad
• e_negativas - e_negativas
• g_afectacion - g_afectacion
• r_carrera - r_carrera
• t_estudios - t_estudios
• ingresos - ingresos
• m_residencia - m_residencia
• p_cargo - p_cargo
• financiacion - financiacion
• t_hijos - t_hijos
• embarzo_des - embarzo_des
• dificultades_t - dificultades_t
• a_familiar - a_familiar
• c_familiar - c_familiar
• e_acad - e_acad
• d_acad - d_acad
• h_semanal - h_semanal
• a_profesores - a_profesores
• c_profesores - c_profesores
• m_calificacion - m_calificacion
• p_profesores - p_profesores
• per_profesores - per_profesores
• motivacion - motivacion
• acoso_psc - acoso_psc
• c_acad - c_acad
• v_semestre - v_semestre
• habilidades_pa - habilidades_pa
• adaptacion_u - adaptacion_u
• campus - campus
• recomendación_u - recomendación_u

f3287 Location:

Summary Statistics: Mean 1.0; Max. 1.0; Min. 1.0; Valid 280.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:k8y0VzSULMkfWq8KR8575w==

f3287 Location:

Summary Statistics: Valid 280.0; Max. 483.0; Min. 204.0; StDev 80.97324661063472; Mean 343.5

Variable Format: numeric

Notes: UNF:6:Rw0PIE9+0C++xFshXrBljg==

f3287 Location:

Variable Format: character

Notes: UNF:6:jPNWcGMPrlLn4WaHzHtadQ==

f3287 Location:

Summary Statistics: Max. 4.6; Min. 3.0; Mean 3.840357142857143; Valid 280.0; StDev 0.3525328947549158

Variable Format: numeric

Notes: UNF:6:1+6Wso2h6TS/XkJYsCz5sg==

f3287 Location:

Summary Statistics: Mean 21.178571428571427; Max. 45.0; Min. 16.0; Valid 280.0; StDev 3.944539998698363

Variable Format: numeric

Notes: UNF:6:gS/pwv+xTOe9RxNX2XFECQ==

f3287 Location:

Variable Format: character

Notes: UNF:6:AmiGElKC/GFfu45Mj9Y3nQ==

f3287 Location:

Variable Format: character

Notes: UNF:6:rKTZFVIDPAtkxCAJ92Rx8A==

f3287 Location:

Summary Statistics: Valid 280.0; Mean 5.310714285714288; Max. 10.0; Min. 1.0; StDev 3.1747027954159326

Variable Format: numeric

Notes: UNF:6:1S7IAtUdHb2CRmrslCbyKw==

f3287 Location:

Variable Format: character

Notes: UNF:6:yq6YTEjl55bf0m7tF77Pkg==

f3287 Location:

Variable Format: character

Notes: UNF:6:ncrt0U0uomQkxkl/UAMgvw==

f3287 Location:

Variable Format: character

Notes: UNF:6:T+keomQlvLLqaBd15PioEA==

f3287 Location:

Variable Format: character

Notes: UNF:6:fEzyWw++DUrYwvktv3CCkg==

f3287 Location:

Variable Format: character

Notes: UNF:6:7457AAYV2Ga6ZNNUIiJyHw==

f3287 Location:

Variable Format: character

Notes: UNF:6:2EzNUtk8eXCvG5te/9vdpw==

f3287 Location:

Variable Format: character

Notes: UNF:6:BUPOVgp5OU/Ql4l2yUdakg==

f3287 Location:

Variable Format: character

Notes: UNF:6:8xImu+ctZm+UReVuOt6nmw==

f3287 Location:

Summary Statistics: Mean 4.835714285714285; Max. 8.0; StDev 2.4010473051987815; Min. 2.0; Valid 280.0

Variable Format: numeric

Notes: UNF:6:2qmDqY3iLkh6omaAHWSSDg==

f3287 Location:

Variable Format: character

Notes: UNF:6:jBNMaW4M9esRftb1MWaM6Q==

f3287 Location:

Variable Format: character

Notes: UNF:6:jSbHFk30qAuFPFA074eW0w==

f3287 Location:

Variable Format: character

Notes: UNF:6:6LOE1iH48gHmgN9Npgg6Hg==

f3287 Location:

Variable Format: character

Notes: UNF:6:xGtaB+VGYg8xjXyG/s/OSQ==

f3287 Location:

Variable Format: character

Notes: UNF:6:iwKxyFI6PZXlcfNhXcf3Aw==

f3287 Location:

Variable Format: character

Notes: UNF:6:CkjggOu7XChmgG+r/cd5LA==

f3287 Location:

Variable Format: character

Notes: UNF:6:4ssu8S9OPxhUaG+5g68a+g==

f3287 Location:

Variable Format: character

Notes: UNF:6:I9izqZRq3ljP/T3FnN5kmg==

f3287 Location:

Variable Format: character

Notes: UNF:6:+7pw3xNW84NT/mPQeQFdPw==

f3287 Location:

Variable Format: character

Notes: UNF:6:jzmuhGinXfDJWnikv5rVSA==

f3287 Location:

Variable Format: character

Notes: UNF:6:gWCP6ln8rLY58SWk7rzLjw==

f3287 Location:

Variable Format: character

Notes: UNF:6:FPVBhwG1gIv6TKFha1RTJA==

f3287 Location:

Variable Format: character

Notes: UNF:6:U3cYDnkXxRglJ6yv+k7RQA==

f3287 Location:

Variable Format: character

Notes: UNF:6:4YfOUK8KbvHGuCQoCrrVhw==

f3287 Location:

Variable Format: character

Notes: UNF:6:KhqyZLiIGXUEY2lTDEebhQ==

f3287 Location:

Variable Format: character

Notes: UNF:6:HY4FUkA5o3jyX8ZE7Pp5HA==

f3287 Location:

Summary Statistics: Mean 5.503571428571428; Min. 1.0; StDev 2.535763144708602; Max. 10.0; Valid 280.0

Variable Format: numeric

Notes: UNF:6:Aesj/RfajaLb947Pw7BEKQ==

f3287 Location:

Summary Statistics: Valid 280.0; Mean 7.078571428571428; StDev 1.659415871415659; Max. 10.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:1OXyvd+ayMsyG7LI3dLJ5g==

f3287 Location:

Summary Statistics: Valid 280.0; Mean 7.474999999999999; Max. 10.0; Min. 1.0; StDev 1.7100011528219303

Variable Format: numeric

Notes: UNF:6:fKWVZ0lyELXwiB/1SoKN4g==

f3287 Location:

Summary Statistics: Valid 280.0; Mean 8.35; Min. 1.0; StDev 1.9488991470326649; Max. 10.0

Variable Format: numeric

Notes: UNF:6:UlJftXVZYsZgCj+xSaNiGA==

f3287 Location:

Summary Statistics: StDev 2.6221222003540077; Valid 280.0; Mean 7.2785714285714285; Min. 1.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:VPhW9To11GoYIsqDOSUN/g==

f3287 Location:

Summary Statistics: StDev 2.269454213469689; Max. 10.0; Min. 1.0; Valid 280.0; Mean 6.439285714285714

Variable Format: numeric

Notes: UNF:6:iZj2F3o1c11ljPr5GVM7eg==

f3287 Location:

Summary Statistics: Mean 5.746428571428571; StDev 2.5293945246928855; Max. 10.0; Valid 280.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:h79OPmk9Xf66QTObBjXPmg==

f3287 Location:

Summary Statistics: Valid 280.0; StDev 1.9275138857673408; Max. 10.0; Min. 1.0; Mean 7.071428571428572;

Variable Format: numeric

Notes: UNF:6:XMprqRjv4i1MOM6CClpYLw==

f3287 Location:

Summary Statistics: Mean 5.8392857142857135; Min. 1.0; Valid 280.0; StDev 2.6435610941638097; Max. 10.0

Variable Format: numeric

Notes: UNF:6:FAnkVG1E7PQqYD9WcyjKbg==

f3287 Location:

Summary Statistics: Min. 1.0; StDev 1.9682450902463993; Mean 7.564285714285715; Valid 280.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:maZN3XxxKA/YfD1lypuSrg==

f3287 Location:

Summary Statistics: Max. 10.0; StDev 1.989617186520846; Min. 1.0; Mean 7.3357142857142845; Valid 280.0

Variable Format: numeric

Notes: UNF:6:CDze1CVcDb7+1A2ccoOp7g==

f3288 Location:

Summary Statistics: StDev 0.0; Min. 2.0; Mean 2.0; Max. 2.0; Valid 203.0

Variable Format: numeric

Notes: UNF:6:xJlH4Ot+kZCPFDl8nzdXQw==

f3288 Location:

Summary Statistics: Max. 203.0; Min. 1.0; StDev 58.74521257089806; Mean 102.0; Valid 203.0

Variable Format: numeric

Notes: UNF:6:yyQB6nDKcl19z8wMgvlapQ==

f3288 Location:

Variable Format: character

Notes: UNF:6:KpsCc1UqPEJbgXQDgfCpPw==

f3288 Location:

Summary Statistics: StDev 0.3486339448033582; Max. 4.6; Valid 203.0; Min. 2.8; Mean 3.79064039408867

Variable Format: numeric

Notes: UNF:6:IYYD0un5d6eU9r4j2dTOjA==

f3288 Location:

Summary Statistics: Min. 10.0; Valid 203.0; StDev 3.2962314370478367; Mean 20.96551724137931; Max. 35.0

Variable Format: numeric

Notes: UNF:6:jlrcl74gkXZ8umegAqGsTg==

f3288 Location:

Variable Format: character

Notes: UNF:6:SInTJxsRI30Z1pDPOEBoAQ==

f3288 Location:

Variable Format: character

Notes: UNF:6:pQhttN936cvlnbBpLJlWZg==

f3288 Location:

Summary Statistics: Mean 5.640394088669951; StDev 2.804477297685298; Valid 203.0; Max. 10.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:J7ywb57tOG/IvBRevt3O8g==

f3288 Location:

Variable Format: character

Notes: UNF:6:rNdOth9FlikLFPbw1dtuRg==

f3288 Location:

Variable Format: character

Notes: UNF:6:8YYPEMW46bUxb0iE/eQMYg==

f3288 Location:

Variable Format: character

Notes: UNF:6:Q6vMl67/DCS2EFLNG7nLxQ==

f3288 Location:

Variable Format: character

Notes: UNF:6:LdD94dKDtBu3xvvURfL20A==

f3288 Location:

Variable Format: character

Notes: UNF:6:cXbzENAwMxz1N/uyvHEfDg==

f3288 Location:

Variable Format: character

Notes: UNF:6:2rKWG7/tZhvmOFV/aggUDA==

f3288 Location:

Variable Format: character

Notes: UNF:6:XZa58aQLK0Q5e+rYSmNxGQ==

f3288 Location:

Variable Format: character

Notes: UNF:6:764QVejxe9IWsnfEEgt2BA==

f3288 Location:

Summary Statistics: StDev 3.160102200124534; Valid 203.0; Max. 10.0; Min. 1.0; Mean 4.665024630541872

Variable Format: numeric

Notes: UNF:6:RjpUDfAMf7oPpmh2IG7ayg==

f3288 Location:

Variable Format: character

Notes: UNF:6:+5Qngd7pgR7Kjm5oB6wK3g==

f3288 Location:

Variable Format: character

Notes: UNF:6:w5ndC9LDceSJhsCrTHIRgg==

f3288 Location:

Variable Format: character

Notes: UNF:6:7hTgDzvwmPa8URK8h19A8Q==

f3288 Location:

Variable Format: character

Notes: UNF:6:9LGFDRpFzZ1HP7PCCmpTHw==

f3288 Location:

Variable Format: character

Notes: UNF:6:UOnL4M+Oou6Y+MDPVQ/CmA==

f3288 Location:

Variable Format: character

Notes: UNF:6:+GHLtztoHf8bbGCeC1Zy/g==

f3288 Location:

Variable Format: character

Notes: UNF:6:Qu1Q/qLIV6M9LonBXvmyFA==

f3288 Location:

Variable Format: character

Notes: UNF:6:SEC8SKyu+TIe9rThExx0ug==

f3288 Location:

Variable Format: character

Notes: UNF:6:Q3nQpBYzjCW8PHjnqWKylQ==

f3288 Location:

Variable Format: character

Notes: UNF:6:cL+OQeL1Pc8Uf5UGDxSDDA==

f3288 Location:

Variable Format: character

Notes: UNF:6:+filBXRr5VLlMG6HgEWSCg==

f3288 Location:

Variable Format: character

Notes: UNF:6:lK55K+dwr6B3u50XyoNUog==

f3288 Location:

Variable Format: character

Notes: UNF:6:qKav/4KLW1KEuJQihbJEag==

f3288 Location:

Variable Format: character

Notes: UNF:6:gaafThNoWntFmYCKBxQirQ==

f3288 Location:

Variable Format: character

Notes: UNF:6:rE4LBXr2nhnjWONECMLSiw==

f3288 Location:

Variable Format: character

Notes: UNF:6:EcQmmbyDSEtOcaWL6o+Zxw==

f3288 Location:

Summary Statistics: Min. 1.0; Mean 6.029556650246305; StDev 2.5696463717280746; Valid 203.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:cSVPnX+06r9V6pwDl3Ir1Q==

f3288 Location:

Summary Statistics: Mean 6.857142857142857; Valid 203.0; Min. 1.0; StDev 1.9686366882144293; Max. 10.0

Variable Format: numeric

Notes: UNF:6:3FtHz1M9u2XsgDvsyX5DEg==

f3288 Location:

Summary Statistics: Valid 203.0; Max. 10.0; StDev 2.04902599678057; Mean 7.443349753694582; Min. 1.0

Variable Format: numeric

Notes: UNF:6:l1EDyJDfXrkr0amGGmxvfA==

f3288 Location:

Summary Statistics: Min. 2.0; Mean 8.004926108374384; StDev 2.001231148162147; Valid 203.0; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:pGUN5V2nloMkyrT/CHMKAQ==

f3288 Location:

Summary Statistics: Max. 10.0; StDev 2.863567619131787; Valid 203.0; Mean 6.945812807881774; Min. 1.0

Variable Format: numeric

Notes: UNF:6:dIMZ17QpP/ZXELxsBrUYCA==

f3288 Location:

Summary Statistics: Min. 1.0; Max. 10.0; Mean 5.477832512315271; Valid 203.0; StDev 2.0180500419486656;

Variable Format: numeric

Notes: UNF:6:HPpqyCECH531a+QUrmBf7A==

f3288 Location:

Summary Statistics: Valid 203.0; Max. 10.0; StDev 2.224104753566225; Mean 6.0935960591133; Min. 1.0

Variable Format: numeric

Notes: UNF:6:eofwAFhB7Y1zEM7FW3Ea/Q==

f3288 Location:

Summary Statistics: Max. 10.0; Mean 6.605911330049262; Valid 203.0; Min. 1.0; StDev 2.0543035080021177

Variable Format: numeric

Notes: UNF:6:Lkq3KrQo1M43xQb/NEJAEg==

f3288 Location:

Summary Statistics: StDev 1.9078282963796955; Valid 203.0; Min. 1.0; Max. 10.0; Mean 7.413793103448276

Variable Format: numeric

Notes: UNF:6:xdJPKfCSUci6zgqM5X4MDQ==

f3288 Location:

Summary Statistics: Min. 1.0; Valid 203.0; StDev 1.8426890939894713; Mean 8.073891625615763; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:6TPG56ghAnjCj0L+HXxd3Q==

f3288 Location:

Summary Statistics: Max. 10.0; StDev 2.245970558293161; Mean 7.172413793103448; Min. 1.0; Valid 203.0;

Variable Format: numeric

Notes: UNF:6:9kCAZiGhepDaZBw0D3lZKQ==

Label:

Plan_gestion_datos_INV3568.pdf

Text:

Plan de gestión de datos del proyecto de investigación "Modelo estadístico computacional para la clasificación del grado de motivación por culminar estudios de formación profesional en estudiantes de pregrado de la universidad cooperativa de colombia sede Villavicencio año 2023"

application/pdf

Label:

Transformation1.ipynb

Text:

The code takes categorical data and converts it into numerical values. The ordinal coding technique is used, which assigns a unique integer to each category. This processed data will be useful for training machine learning algorithms.

application/x-ipynb+json