Classify orders with the ordered products
Hey guys,
I'm new here and I have a little problem. I have a set of data where the UserID, the order number, the ordered articles and the articles gender (female, male, unisex). I want to see, for which gender the user buys products. Because i have one column per article, i want to compare the genders of those articles in the matching order number and generate a new attribute in which the whole order number get's the most bought gender in this order for the whole order number.
I tried to aggregate the order numbers and count the amount, a specific gender is in that order.
Now the problem is, how to generate the attributes, that match the order number, maybe you guys can help me?
Here is an example for the table:
UserID; ordernumber; article; gender
a; 10; 1234; female
a; 10; 1233; female
a; 10; 1245; unisex
b; 11; 1324; male
c; 12; 1324; male
c; 12; 1325; male
c; 12; 1223; female
d; 13; 1234; female
d; 12; 1245; unisex
I'm new here and I have a little problem. I have a set of data where the UserID, the order number, the ordered articles and the articles gender (female, male, unisex). I want to see, for which gender the user buys products. Because i have one column per article, i want to compare the genders of those articles in the matching order number and generate a new attribute in which the whole order number get's the most bought gender in this order for the whole order number.
I tried to aggregate the order numbers and count the amount, a specific gender is in that order.
Now the problem is, how to generate the attributes, that match the order number, maybe you guys can help me?
Here is an example for the table:
UserID; ordernumber; article; gender
a; 10; 1234; female
a; 10; 1233; female
a; 10; 1245; unisex
b; 11; 1324; male
c; 12; 1324; male
c; 12; 1325; male
c; 12; 1223; female
d; 13; 1234; female
d; 12; 1245; unisex
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Here's my xml description up until now:
<?xml version="1.0" encoding="UTF-8"?><process version="9.7.000">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="9.7.000" 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="productivity:execute_process" compatibility="9.7.000" expanded="true" height="82" name="Execute join_1" width="90" x="45" y="34">
<parameter key="process_location" value="//Local Repository/processes/join_1"/>
<parameter key="use_input" value="true"/>
<parameter key="store_output" value="false"/>
<parameter key="propagate_metadata_recursively" value="true"/>
<parameter key="cache_process" value="true"/>
<list key="macros"/>
<parameter key="fail_for_unknown_macros" value="true"/>
</operator>
<operator activated="true" class="filter_examples" compatibility="9.7.000" expanded="true" height="103" name="Filter Examples" width="90" x="246" y="34">
<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="brl_geschlecht.does_not_equal.0"/>
<parameter key="filters_entry_key" value="brl_geschlecht.is_not_missing."/>
</list>
<parameter key="filters_logic_and" value="true"/>
<parameter key="filters_check_metadata" value="true"/>
</operator>
<operator activated="true" class="aggregate" compatibility="9.7.000" expanded="true" height="82" name="Aggregate" width="90" x="514" y="34">
<parameter key="use_default_aggregation" value="false"/>
<parameter key="attribute_filter_type" value="all"/>
<parameter key="attribute" value=""/>
<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"/>
<parameter key="default_aggregation_function" value="average"/>
<list key="aggregation_attributes">
<parameter key="brl_geschlecht" value="count"/>
</list>
<parameter key="group_by_attributes" value="userid|ordernumber|brl_geschlecht"/>
<parameter key="count_all_combinations" value="false"/>
<parameter key="only_distinct" value="false"/>
<parameter key="ignore_missings" value="true"/>
</operator>
<connect from_port="input 1" to_op="Execute join_1" to_port="input 1"/>
<connect from_op="Execute join_1" from_port="result 1" to_op="Filter Examples" to_port="example set input"/>
<connect from_op="Filter Examples" from_port="example set output" to_op="Aggregate" to_port="example set input"/>
<connect from_op="Aggregate" from_port="example set output" to_port="result 1"/>
<portSpacing port="source_input 1" spacing="0"/>
<portSpacing port="source_input 2" spacing="0"/>
<portSpacing port="sink_result 1" spacing="0"/>
<portSpacing port="sink_result 2" spacing="0"/>
</process>
</operator>
</process>
Could you show the expected outcome in sort of dummy format? This way it's a bit easier to understand what you want to achieve.
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Could you show the expected outcome in sort of dummy format? This way it's a bit easier to understand what you want to achieve.