Exporting Word frequency to excel

AnumBse16AnumBse16 Member Posts: 7 Learner I
edited June 2019 in Help
Hi!
I'm trying to implement the attached paper.I'm not getting the frequency list like the one in the picture.My process is given below, kindly guide
@bhupendra_patil @sgenzer

<?xml version="1.0" encoding="UTF-8"?><process version="9.2.000">
    <input/>
    <output/>
    <macros/>
  </context>
  <operator activated="true" class="process" compatibility="9.2.000" 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="read_excel" compatibility="9.2.000" expanded="true" height="68" name="Read Excel" width="90" x="45" y="34">
        <parameter key="excel_file" value="D:\uni stuff\6th semester\AI\project\Links.xlsx"/>
        <parameter key="sheet_selection" value="sheet number"/>
        <parameter key="sheet_number" value="1"/>
        <parameter key="imported_cell_range" value="A1"/>
        <parameter key="encoding" value="SYSTEM"/>
        <parameter key="first_row_as_names" value="true"/>
        <list key="annotations"/>
        <parameter key="date_format" value=""/>
        <parameter key="time_zone" value="SYSTEM"/>
        <parameter key="locale" value="English (United States)"/>
        <parameter key="read_all_values_as_polynominal" value="false"/>
        <list key="data_set_meta_data_information">
          <parameter key="0" value="Link.true.polynominal.attribute"/>
        </list>
        <parameter key="read_not_matching_values_as_missings" value="false"/>
        <parameter key="datamanagement" value="double_array"/>
        <parameter key="data_management" value="auto"/>
      </operator>
      <operator activated="true" class="web:retrieve_webpages" compatibility="9.0.000" expanded="true" height="68" name="Get Pages" width="90" x="179" y="34">
        <parameter key="link_attribute" value="Link"/>
        <parameter key="random_user_agent" value="false"/>
        <parameter key="connection_timeout" value="10000"/>
        <parameter key="read_timeout" value="10000"/>
        <parameter key="follow_redirects" value="true"/>
        <parameter key="accept_cookies" value="none"/>
        <parameter key="cookie_scope" value="global"/>
        <parameter key="request_method" value="GET"/>
        <parameter key="delay" value="none"/>
        <parameter key="delay_amount" value="1000"/>
        <parameter key="min_delay_amount" value="0"/>
        <parameter key="max_delay_amount" value="1000"/>
      </operator>
      <operator activated="true" class="text:data_to_documents" compatibility="8.1.000" expanded="true" height="68" name="Data to Documents" width="90" x="246" y="187">
        <parameter key="select_attributes_and_weights" value="false"/>
        <list key="specify_weights"/>
      </operator>
      <operator activated="true" class="text:process_documents" compatibility="8.1.000" expanded="true" height="103" name="Process Documents" width="90" x="380" y="85">
        <parameter key="create_word_vector" value="true"/>
        <parameter key="vector_creation" value="Term Frequency"/>
        <parameter key="add_meta_information" value="true"/>
        <parameter key="keep_text" value="true"/>
        <parameter key="prune_method" value="none"/>
        <parameter key="prune_below_percent" value="3.0"/>
        <parameter key="prune_above_percent" value="30.0"/>
        <parameter key="prune_below_rank" value="0.05"/>
        <parameter key="prune_above_rank" value="0.95"/>
        <parameter key="datamanagement" value="double_sparse_array"/>
        <parameter key="data_management" value="auto"/>
        <process expanded="true">
          <operator activated="true" class="web:extract_html_text_content" compatibility="9.0.000" expanded="true" height="68" name="Extract Content" width="90" x="112" y="34">
            <parameter key="extract_content" value="true"/>
            <parameter key="minimum_text_block_length" value="5"/>
            <parameter key="override_content_type_information" value="true"/>
            <parameter key="neglegt_span_tags" value="true"/>
            <parameter key="neglect_p_tags" value="true"/>
            <parameter key="neglect_b_tags" value="true"/>
            <parameter key="neglect_i_tags" value="true"/>
            <parameter key="neglect_br_tags" value="true"/>
            <parameter key="ignore_non_html_tags" value="true"/>
          </operator>
          <operator activated="true" class="text:tokenize" compatibility="8.1.000" expanded="true" height="68" name="Tokenize" width="90" x="246" y="34">
            <parameter key="mode" value="non letters"/>
            <parameter key="characters" value=".:"/>
            <parameter key="language" value="English"/>
            <parameter key="max_token_length" value="3"/>
          </operator>
          <operator activated="true" class="text:transform_cases" compatibility="8.1.000" expanded="true" height="68" name="Transform Cases" width="90" x="380" y="34">
            <parameter key="transform_to" value="lower case"/>
          </operator>
          <operator activated="true" class="text:filter_stopwords_english" compatibility="8.1.000" expanded="true" height="68" name="Filter Stopwords (English)" width="90" x="447" y="136"/>
          <operator activated="true" class="text:filter_by_length" compatibility="8.1.000" expanded="true" height="68" name="Filter Tokens (by Length)" width="90" x="581" y="289">
            <parameter key="min_chars" value="4"/>
            <parameter key="max_chars" value="25"/>
          </operator>
          <connect from_port="document" to_op="Extract Content" to_port="document"/>
          <connect from_op="Extract Content" from_port="document" to_op="Tokenize" to_port="document"/>
          <connect from_op="Tokenize" from_port="document" to_op="Transform Cases" to_port="document"/>
          <connect from_op="Transform Cases" from_port="document" to_op="Filter Stopwords (English)" to_port="document"/>
          <connect from_op="Filter Stopwords (English)" from_port="document" to_op="Filter Tokens (by Length)" to_port="document"/>
          <connect from_op="Filter Tokens (by Length)" from_port="document" to_port="document 1"/>
          <portSpacing port="source_document" spacing="0"/>
          <portSpacing port="sink_document 1" spacing="0"/>
          <portSpacing port="sink_document 2" spacing="0"/>
        </process>
      </operator>
      <operator activated="true" class="text:wordlist_to_data" compatibility="8.1.000" expanded="true" height="82" name="WordList to Data" width="90" x="581" y="136"/>
      <operator activated="true" class="write_excel" compatibility="9.2.000" expanded="true" height="82" name="Write Excel" width="90" x="648" y="238">
        <parameter key="excel_file" value="D:\uni stuff\6th semester\AI\project\result.xlsx"/>
        <parameter key="file_format" value="xlsx"/>
        <parameter key="encoding" value="SYSTEM"/>
        <parameter key="sheet_name" value="RapidMiner Data"/>
        <parameter key="date_format" value="yyyy-MM-dd HH:mm:ss"/>
        <parameter key="number_format" value="#.0"/>
      </operator>
      <connect from_op="Read Excel" from_port="output" to_op="Get Pages" to_port="Example Set"/>
      <connect from_op="Get Pages" from_port="Example Set" to_op="Data to Documents" to_port="example set"/>
      <connect from_op="Data to Documents" from_port="documents" to_op="Process Documents" to_port="documents 1"/>
      <connect from_op="Process Documents" from_port="example set" to_port="result 1"/>
      <connect from_op="Process Documents" from_port="word list" to_op="WordList to Data" to_port="word list"/>
      <connect from_op="WordList to Data" from_port="example set" to_op="Write Excel" to_port="input"/>
      <portSpacing port="source_input 1" spacing="0"/>
      <portSpacing port="sink_result 1" spacing="0"/>
      <portSpacing port="sink_result 2" spacing="0"/>
    </process>
  </operator>
</process>

Best Answers

  • sgenzersgenzer Administrator, Moderator, Employee, RapidMiner Certified Analyst, Community Manager, Member, University Professor, PM Moderator Posts: 2,959 Community Manager
    Solution Accepted
    right. I think the article says that it used Excel from that point onwards :neutral:


    AnumBse16
  • sgenzersgenzer Administrator, Moderator, Employee, RapidMiner Certified Analyst, Community Manager, Member, University Professor, PM Moderator Posts: 2,959 Community Manager
    edited May 2019 Solution Accepted
    https://techcommunity.microsoft.com/t5/Excel/ct-p/Excel_Cat

    I haven't done a pivot in Excel since (most likely) before you were a twinkle in your mother's eye :wink:
    AnumBse16

Answers

  • sgenzersgenzer Administrator, Moderator, Employee, RapidMiner Certified Analyst, Community Manager, Member, University Professor, PM Moderator Posts: 2,959 Community Manager
    hi @AnumBse16 ah interesting! I took a look and for starters you did not include the "Data to Similarity" operator as they did in the paper - that is what will give you the similarity chart.

    <?xml version="1.0" encoding="UTF-8"?><process version="9.3.000-BETA">
      <context>
        <input/>
        <output/>
        <macros/>
      </context>
      <operator activated="true" class="process" compatibility="9.3.000-BETA" 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="read_excel" compatibility="9.3.000-BETA" expanded="true" height="68" name="Read Excel" width="90" x="45" y="34">
            <parameter key="excel_file" value="D:\uni stuff\6th semester\AI\project\Links.xlsx"/>
            <parameter key="sheet_selection" value="sheet number"/>
            <parameter key="sheet_number" value="1"/>
            <parameter key="imported_cell_range" value="A1"/>
            <parameter key="encoding" value="SYSTEM"/>
            <parameter key="first_row_as_names" value="true"/>
            <list key="annotations"/>
            <parameter key="date_format" value=""/>
            <parameter key="time_zone" value="SYSTEM"/>
            <parameter key="locale" value="English (United States)"/>
            <parameter key="read_all_values_as_polynominal" value="false"/>
            <list key="data_set_meta_data_information">
              <parameter key="0" value="Link.true.polynominal.attribute"/>
            </list>
            <parameter key="read_not_matching_values_as_missings" value="false"/>
            <parameter key="datamanagement" value="double_array"/>
            <parameter key="data_management" value="auto"/>
          </operator>
          <operator activated="true" class="web:retrieve_webpages" compatibility="9.0.000" expanded="true" height="68" name="Get Pages" width="90" x="179" y="34">
            <parameter key="link_attribute" value="Link"/>
            <parameter key="random_user_agent" value="false"/>
            <parameter key="connection_timeout" value="10000"/>
            <parameter key="read_timeout" value="10000"/>
            <parameter key="follow_redirects" value="true"/>
            <parameter key="accept_cookies" value="none"/>
            <parameter key="cookie_scope" value="global"/>
            <parameter key="request_method" value="GET"/>
            <parameter key="delay" value="none"/>
            <parameter key="delay_amount" value="1000"/>
            <parameter key="min_delay_amount" value="0"/>
            <parameter key="max_delay_amount" value="1000"/>
          </operator>
          <operator activated="true" class="text:data_to_documents" compatibility="8.1.000" expanded="true" height="68" name="Data to Documents" width="90" x="246" y="187">
            <parameter key="select_attributes_and_weights" value="false"/>
            <list key="specify_weights"/>
          </operator>
          <operator activated="true" class="text:process_documents" compatibility="8.1.000" expanded="true" height="103" name="Process Documents" width="90" x="380" y="85">
            <parameter key="create_word_vector" value="true"/>
            <parameter key="vector_creation" value="Term Frequency"/>
            <parameter key="add_meta_information" value="true"/>
            <parameter key="keep_text" value="true"/>
            <parameter key="prune_method" value="none"/>
            <parameter key="prune_below_percent" value="3.0"/>
            <parameter key="prune_above_percent" value="30.0"/>
            <parameter key="prune_below_rank" value="0.05"/>
            <parameter key="prune_above_rank" value="0.95"/>
            <parameter key="datamanagement" value="double_sparse_array"/>
            <parameter key="data_management" value="auto"/>
            <process expanded="true">
              <operator activated="true" class="web:extract_html_text_content" compatibility="9.0.000" expanded="true" height="68" name="Extract Content" width="90" x="112" y="34">
                <parameter key="extract_content" value="true"/>
                <parameter key="minimum_text_block_length" value="5"/>
                <parameter key="override_content_type_information" value="true"/>
                <parameter key="neglegt_span_tags" value="true"/>
                <parameter key="neglect_p_tags" value="true"/>
                <parameter key="neglect_b_tags" value="true"/>
                <parameter key="neglect_i_tags" value="true"/>
                <parameter key="neglect_br_tags" value="true"/>
                <parameter key="ignore_non_html_tags" value="true"/>
              </operator>
              <operator activated="true" class="text:tokenize" compatibility="8.1.000" expanded="true" height="68" name="Tokenize" width="90" x="246" y="34">
                <parameter key="mode" value="non letters"/>
                <parameter key="characters" value=".:"/>
                <parameter key="language" value="English"/>
                <parameter key="max_token_length" value="3"/>
              </operator>
              <operator activated="true" class="text:transform_cases" compatibility="8.1.000" expanded="true" height="68" name="Transform Cases" width="90" x="380" y="34">
                <parameter key="transform_to" value="lower case"/>
              </operator>
              <operator activated="true" class="text:filter_stopwords_english" compatibility="8.1.000" expanded="true" height="68" name="Filter Stopwords (English)" width="90" x="447" y="136"/>
              <operator activated="true" class="text:filter_by_length" compatibility="8.1.000" expanded="true" height="68" name="Filter Tokens (by Length)" width="90" x="581" y="289">
                <parameter key="min_chars" value="4"/>
                <parameter key="max_chars" value="25"/>
              </operator>
              <connect from_port="document" to_op="Extract Content" to_port="document"/>
              <connect from_op="Extract Content" from_port="document" to_op="Tokenize" to_port="document"/>
              <connect from_op="Tokenize" from_port="document" to_op="Transform Cases" to_port="document"/>
              <connect from_op="Transform Cases" from_port="document" to_op="Filter Stopwords (English)" to_port="document"/>
              <connect from_op="Filter Stopwords (English)" from_port="document" to_op="Filter Tokens (by Length)" to_port="document"/>
              <connect from_op="Filter Tokens (by Length)" from_port="document" to_port="document 1"/>
              <portSpacing port="source_document" spacing="0"/>
              <portSpacing port="sink_document 1" spacing="0"/>
              <portSpacing port="sink_document 2" spacing="0"/>
            </process>
          </operator>
          <operator activated="true" class="data_to_similarity" compatibility="9.3.000-BETA" expanded="true" height="82" name="Data to Similarity" width="90" x="581" y="85">
            <parameter key="measure_types" value="MixedMeasures"/>
            <parameter key="mixed_measure" value="MixedEuclideanDistance"/>
            <parameter key="nominal_measure" value="NominalDistance"/>
            <parameter key="numerical_measure" value="EuclideanDistance"/>
            <parameter key="divergence" value="GeneralizedIDivergence"/>
            <parameter key="kernel_type" value="radial"/>
            <parameter key="kernel_gamma" value="1.0"/>
            <parameter key="kernel_sigma1" value="1.0"/>
            <parameter key="kernel_sigma2" value="0.0"/>
            <parameter key="kernel_sigma3" value="2.0"/>
            <parameter key="kernel_degree" value="3.0"/>
            <parameter key="kernel_shift" value="1.0"/>
            <parameter key="kernel_a" value="1.0"/>
            <parameter key="kernel_b" value="0.0"/>
          </operator>
          <operator activated="true" class="text:wordlist_to_data" compatibility="8.1.000" expanded="true" height="82" name="WordList to Data" width="90" x="581" y="238"/>
          <operator activated="true" class="write_excel" compatibility="9.2.001" expanded="true" height="103" name="Write Excel" width="90" x="715" y="340">
            <parameter key="excel_file" value="D:\uni stuff\6th semester\AI\project\result.xlsx"/>
            <parameter key="file_format" value="xlsx"/>
            <enumeration key="sheet_names"/>
            <parameter key="sheet_name" value="RapidMiner Data"/>
            <parameter key="date_format" value="yyyy-MM-dd HH:mm:ss"/>
            <parameter key="number_format" value="#.0"/>
            <parameter key="encoding" value="SYSTEM"/>
          </operator>
          <connect from_op="Read Excel" from_port="output" to_op="Get Pages" to_port="Example Set"/>
          <connect from_op="Get Pages" from_port="Example Set" to_op="Data to Documents" to_port="example set"/>
          <connect from_op="Data to Documents" from_port="documents" to_op="Process Documents" to_port="documents 1"/>
          <connect from_op="Process Documents" from_port="example set" to_op="Data to Similarity" to_port="example set"/>
          <connect from_op="Process Documents" from_port="word list" to_op="WordList to Data" to_port="word list"/>
          <connect from_op="Data to Similarity" from_port="similarity" to_port="result 1"/>
          <connect from_op="WordList to Data" from_port="example set" to_op="Write Excel" to_port="input"/>
          <portSpacing port="source_input 1" spacing="0"/>
          <portSpacing port="sink_result 1" spacing="0"/>
          <portSpacing port="sink_result 2" spacing="0"/>
        </process>
      </operator>
    </process>
    



    I can't really test the rest of the process as you don't post the xlsx files that are needed... :wink:

    Scott

  • AnumBse16AnumBse16 Member Posts: 7 Learner I
    @sgenzer i'm trying to have what is in figure 9 and fiigure 10 of the document. Is data to similarity operator needed for it? I'm using the links in attached xlsx
  • sgenzersgenzer Administrator, Moderator, Employee, RapidMiner Certified Analyst, Community Manager, Member, University Professor, PM Moderator Posts: 2,959 Community Manager
    oh all you want is the word lists? I can get them fine IF I do two things to your process:

    1. In Get Pages, you should turn ON 'accept cookies'  ;)



    2. Get out of the EU as there is a GDPR splash screen on time.com before you proceed.

    Results:




    Scott

  • AnumBse16AnumBse16 Member Posts: 7 Learner I
    I want to have figure 9 and figure 10 that are in excel sheet 
  • AnumBse16AnumBse16 Member Posts: 7 Learner I
    But how :(
  • AnumBse16AnumBse16 Member Posts: 7 Learner I
    @sgenzer thanks!
    sgenzer
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