How to replace specific data points

YES

Lets say we have the following data set 
Attribute: Age, Gender, Floor 
 Row 1.    11     Male      20
 Row 2     11     Female  29
 Row 3     13     Male      18
 Row 4     12     Male.     17

 How do we change only the age of row 2 from 11 to 12 without changing the age value of row 1 from 11 to 12? Thank You

ClaudioKeck

Hi, 

see this exmaple workflow below how this could be done. you could either use the "Map" (Numerical) or "Replace" (Nominal) Operator or the Data Editor. 

<?xml version="1.0" encoding="UTF-8"?><process version="10.3.001">

  <context>

    <input/>

    <output/>

    <macros/>

  </context>

  <operator activated="true" class="process" compatibility="10.3.001" expanded="true" name="Process">

    <parameter key="logverbosity" value="init"/>

    <parameter key="random_seed" value="2001"/>

    <parameter key="send_mail" value="never"/>

    <parameter key="notification_email" value=""/>

    <parameter key="process_duration_for_mail" value="30"/>

    <parameter key="encoding" value="SYSTEM"/>

    <process expanded="true">

      <operator activated="true" class="utility:create_exampleset" compatibility="10.3.001" expanded="true" height="68" name="Create ExampleSet" width="90" x="179" y="136">

        <parameter key="generator_type" value="comma separated text"/>

        <parameter key="number_of_examples" value="100"/>

        <parameter key="use_stepsize" value="false"/>

        <list key="function_descriptions"/>

        <parameter key="add_id_attribute" value="false"/>

        <list key="numeric_series_configuration"/>

        <list key="date_series_configuration"/>

        <list key="date_series_configuration (interval)"/>

        <parameter key="date_format" value="yyyy-MM-dd HH:mm:ss"/>

        <parameter key="time_zone" value="SYSTEM"/>

        <parameter key="input_csv_text" value="Age,GEnder,Floor&#10;11,Male,20&#10;11,Female,29&#10;13,Male,18&#10;12,Male,17"/>

        <parameter key="column_separator" value=","/>

        <parameter key="parse_all_as_nominal" value="false"/>

        <parameter key="decimal_point_character" value="."/>

        <parameter key="trim_attribute_names" value="true"/>

      </operator>

      <operator activated="true" class="blending:generate_id" compatibility="10.3.001" expanded="true" height="82" name="Generate ID" width="90" x="313" y="136">

        <parameter key="create_nominal_ids" value="false"/>

        <parameter key="offset" value="0"/>

      </operator>

      <operator activated="true" class="filter_examples" compatibility="10.3.001" expanded="true" height="103" name="Filter Examples" width="90" x="447" y="187">

        <parameter key="parameter_expression" value=""/>

        <parameter key="condition_class" value="custom_filters"/>

        <parameter key="invert_filter" value="false"/>

        <list key="filters_list">

          <parameter key="filters_entry_key" value="id.eq.2"/>

        </list>

        <parameter key="filters_logic_and" value="true"/>

        <parameter key="filters_check_metadata" value="true"/>

      </operator>

      <operator activated="true" class="map" compatibility="10.3.001" expanded="true" height="82" name="Map" width="90" x="581" y="136">

        <parameter key="attribute_filter_type" value="single"/>

        <parameter key="attribute" value="Age"/>

        <parameter key="attributes" value=""/>

        <parameter key="use_except_expression" value="false"/>

        <parameter key="value_type" value="attribute_value"/>

        <parameter key="use_value_type_exception" value="false"/>

        <parameter key="except_value_type" value="time"/>

        <parameter key="block_type" value="attribute_block"/>

        <parameter key="use_block_type_exception" value="false"/>

        <parameter key="except_block_type" value="value_matrix_row_start"/>

        <parameter key="invert_selection" value="false"/>

        <parameter key="include_special_attributes" value="false"/>

        <list key="value_mappings"/>

        <parameter key="replace_what" value="11"/>

        <parameter key="replace_by" value="12"/>

        <parameter key="consider_regular_expressions" value="false"/>

        <parameter key="add_default_mapping" value="false"/>

      </operator>

      <operator activated="true" class="append" compatibility="10.3.001" expanded="true" height="103" name="Append" width="90" x="715" y="136">

        <parameter key="datamanagement" value="double_array"/>

        <parameter key="data_management" value="auto"/>

        <parameter key="merge_type" value="all"/>

      </operator>

      <operator activated="true" class="blending:sort" compatibility="10.3.001" expanded="true" height="82" name="Sort" width="90" x="849" y="136">

        <list key="sort_by">

          <parameter key="id" value="ascending"/>

        </list>

      </operator>

      <connect from_op="Create ExampleSet" from_port="output" to_op="Generate ID" to_port="example set input"/>

      <connect from_op="Generate ID" from_port="example set output" to_op="Filter Examples" to_port="example set input"/>

      <connect from_op="Filter Examples" from_port="example set output" to_op="Map" to_port="example set input"/>

      <connect from_op="Filter Examples" from_port="unmatched example set" to_op="Append" to_port="example set 2"/>

      <connect from_op="Map" from_port="example set output" to_op="Append" to_port="example set 1"/>

      <connect from_op="Append" from_port="merged set" to_op="Sort" to_port="example set input"/>

      <connect from_op="Sort" from_port="example set output" to_port="result 1"/>

      <portSpacing port="source_input 1" spacing="0"/>

      <portSpacing port="sink_result 1" spacing="0"/>

      <portSpacing port="sink_result 2" spacing="0"/>

    </process>

  </operator>

</process>