Time: mixed unit (hours & minutes)

Pulpito
New Altair Community Member
hi
I am cleaning a dataset before training it.
I have a time attribute which contains data with mixed units in nominal type: e.g. 2 hours, 45 minutes, 1.5 hours.
How can I standardize the unit preferably in numerical form? (e.g. 1.5 hours into simply 90; and 45 minutes into just 45).
Thanks
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Answers
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Hi,
not beautiful, but something like this would work:<?xml version="1.0" encoding="UTF-8"?><process version="9.9.002"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="9.9.002" 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="9.9.002" expanded="true" height="68" name="Create ExampleSet" width="90" x="45" y="34"> <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="duration 2 hours, 45 minutes 3 hours 3 minutes 1 hour 1 minute 1 hour, 1 minute 0 hours, 5 minutes"/> <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="generate_attributes" compatibility="9.9.002" expanded="true" height="82" name="Generate Attributes" width="90" x="179" y="34"> <list key="function_descriptions"> <parameter key="minutes" value="eval(replaceAll(replaceAll(replaceAll(replaceAll(duration, ",", "+"), "hour[s]?", "*60"), "minute[s]?", ""), " ", ""), REAL)"/> </list> <parameter key="keep_all" value="true"/> </operator> <connect from_op="Create ExampleSet" from_port="output" to_op="Generate Attributes" to_port="example set input"/> <connect from_op="Generate Attributes" 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>
Greetings,
Jonas1 -
Thanks Jonas,I am impressed with your technical knowledge.But, I am a beginner and probably would need a simple solution.At this stage of my experience, I still cannot associate any coding with RapidMiner.Maybe, I should clean the file outside of RapidMiner.Thanks a lot for your detailed solution.Best0