CLIENTES_DATAFRAME¶
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microbill.objects.CLIENTES_DATAFRAME= Nombre Correo ... Código Tipo de Pago 0 Johan Esteban Garcia Puentes Je.garcia@uniandes.edu.co ... IMEC 4702 Transferencia interna 1 Marcela Nuñez Avellaneda mnunez@sinchi.org.co ... Factura 2 Ada Luz Correa Hernandez adiita882016@gmail.com ... Recibo 3 Adriana Acosta adriana.acosta@javeriana.edu.co ... 4 Adriana Bernal abernal@uniandes.edu.co ... Transferencia interna 5 Adriana Carolina Torres adctorresma@unal.edu.co ... 6 Adriana Marcela Vargas am.vargas264@uniandes.edu.co ... Transferencia interna 7 Adriana S. Ortega G. adriana@sanitastec.com ... 8 Aida Ramírez Arias am.ramirez12@uniandes.edu.co ... Transferencia interna 9 Alba Avila a-avila@uniandes.edu.co ... Transferencia interna 10 Alberto Enrique Molina Lozano ae.molina@uniandes.edu.co ... 11 Aleida Dianney Clavijo Grimaldo adclavijog@unal.edu.co ... Factura 12 Alejandra Mantilla alejahope007@gmail.com ... y Recibo 13 Alejandro Acosta alejandro.acosta1@unisabana.edu.co ... Factura 14 Alejandro Alayon Suarez a.alayon10@uniandes.edu.co ... 15 Alejandro Arellano Ayala a.arellano11@uniandes.edu.co ... Transferencia interna 16 Alejandro Echavarria a.echavarria@uniandes.edu.co ... 17 Alejandro Pulido a.pulido@uniandes.edu.co ... 18 Alejandro Raffan Montoya a.raffan10@uniandes.edu.co> ... 19 Alexander Cardona a.cardona411@uniandes.edu.co ... Transferencia interna 20 Alexander Guevara Agudelo a1exand3r.1990@gmail.com ... 21 Alexánder Cárdenas 2009alexc@gmail.com ... 22 Alfredo Jhoan Sebastian Copete Daza secoda90@yahoo.com ... 23 Alis Yovana Pataquiva Mateus alisy.pataquivam@utadeo.edu.co ... Transferencia interna 24 Alvaro Andres Chamorro Coral alvaroandresch@hotmail.com ... Recibo 25 Amalia Murgueitio Calle a.murgueitio10@uniandes.edu.co ... Transferencia interna 26 Ana Lucia Quijano Hoyos al.quijano952@uniandes.edu.co ... 27 Ana María Correal ana.correal@estudiantes.uamerica.edu.co ... Recibo 28 Ana María Cáceres Ruiz anamaria.caceres@gm.com ... 29 Ana María Páez Álvarez ana.paez@estudiantes.uamerica.edu.co ... .. ... ... ... ... ... 631 Vicente Rico vicente.ricos@unilibrebog.edu.co ... 632 Victor Felipe Parrado Cardona vf.parrado1122@uniandes.edu.co ... 633 Vivian Andrea Talero Niño va.talero24@uniandes.edu.co ... 634 Viviana Andrea Yepes viviana.yepes@ucaldas.edu.co ... Factura 635 Viviana Carolina Rivera Tulcán vc.rivera@uniandes.edu.co ... 0 Transferencia interna 636 Viviana Lizeth Olaya Pinzón liz_vivi19@hotmail.com ... Recibo 637 Wendy Pantoja Narváez wa.pantoja@uniandes.edu.co ... Transferencia interna 638 Wilfredo Marimón Bolívar willy_ingeniero@hotmail.com ... 639 William David Fonseca Jaramillo wd.fonseca128@uniandes.edu.co ... 640 William Pinzon gepardo1109@gmail.com ... 641 Wilmar Castro Rincón ingwilmar@outlook.com ... Recibo 642 Wilson Daniel Bracamonte Micán wd.bracamonte10@uniandes.edu.co ... 643 Ximena Alejandra Vargas Acosta xa.vargas@uniandes.edu.co ... Transferencia interna 644 Ximena Gallego Chávez ximenita81gallego@hotmail.com ... 645 Yasmín Alejandra García Tuta yasmin.garciatu@gmail.com ... Factura 646 Yenny Rocío Hernández yr.hernandez@uniandes.edu.co ... 647 Yesid Alejandro Acuña Sastoque yesidacuna@javeriana.edu.co ... Recibo 648 Yesid Sneider Murillo ys.murillo@uniandes.edu.co ... 649 Yessica Robayo Contreras gerolay_29@hotmail.com ... 650 Yina Paola Ortega Santiago <yp.ortega@uniandes... yp.ortega@uniandes.edu.co ... Transferencia interna 651 Yineth Paola Garcia Diaz ygarciad1@unicartagena.edu.co ... Transferencia interna 652 Yineth Pineros Castro yineth.pineros@utadeo.edu.co ... 653 Yissel Luengas ym.luengas2148@uniandes.edu.co ... 654 Yuliana Andrea Chacón ya.chacon10@uniandes.edu.co ... 655 Yulieth Reyes Yreyes@javeriana.edu.co ... Transferencia interna 656 Yusely Johana Sanchez yusely.sanchez@uptc.edu.co ... 657 cristina gonzalez melo c.gonzalez19@uniandes.edu.co ... Transferencia interna 658 diego andres barrero rosero \nda.barrero11@uniandes.edu.co ... Transferencia interna 659 german camilo suarez vargas gc.suarez10@uniandes.edu.co ... Transferencia interna 660 juan sebastian amaya cano Js.Amaya11@uniandes.edu.co ... Transferencia interna [661 rows x 12 columns]¶ Two-dimensional size-mutable, potentially heterogeneous tabular data structure with labeled axes (rows and columns). Arithmetic operations align on both row and column labels. Can be thought of as a dict-like container for Series objects. The primary pandas data structure.
- Parameters
- datanumpy ndarray (structured or homogeneous), dict, or DataFrame
Dict can contain Series, arrays, constants, or list-like objects
Distinto en la versión 0.23.0: If data is a dict, argument order is maintained for Python 3.6 and later.
- indexIndex or array-like
Index to use for resulting frame. Will default to RangeIndex if no indexing information part of input data and no index provided
- columnsIndex or array-like
Column labels to use for resulting frame. Will default to RangeIndex (0, 1, 2, …, n) if no column labels are provided
- dtypedtype, default None
Data type to force. Only a single dtype is allowed. If None, infer
- copyboolean, default False
Copy data from inputs. Only affects DataFrame / 2d ndarray input
Ver también
DataFrame.from_recordsconstructor from tuples, also record arrays
DataFrame.from_dictfrom dicts of Series, arrays, or dicts
DataFrame.from_itemsfrom sequence of (key, value) pairs
pandas.read_csv,pandas.read_table,pandas.read_clipboard
Examples
Constructing DataFrame from a dictionary.
>>> d = {'col1': [1, 2], 'col2': [3, 4]} >>> df = pd.DataFrame(data=d) >>> df col1 col2 0 1 3 1 2 4
Notice that the inferred dtype is int64.
>>> df.dtypes col1 int64 col2 int64 dtype: object
To enforce a single dtype:
>>> df = pd.DataFrame(data=d, dtype=np.int8) >>> df.dtypes col1 int8 col2 int8 dtype: object
Constructing DataFrame from numpy ndarray:
>>> df2 = pd.DataFrame(np.random.randint(low=0, high=10, size=(5, 5)), ... columns=['a', 'b', 'c', 'd', 'e']) >>> df2 a b c d e 0 2 8 8 3 4 1 4 2 9 0 9 2 1 0 7 8 0 3 5 1 7 1 3 4 6 0 2 4 2