-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathA1 01 Airbnb Read and Save .rmp
77 lines (77 loc) · 4.55 KB
/
A1 01 Airbnb Read and Save .rmp
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
<?xml version="1.0" encoding="UTF-8"?><process version="9.6.000">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="9.6.000" 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_csv" compatibility="9.6.000" expanded="true" height="68" name="Read CSV" width="90" x="45" y="34">
<parameter key="csv_file" value="E:\RapidMiner Deakin Yash\Data\AB_NYC_2019_Clean_4.csv"/>
<parameter key="column_separators" value=","/>
<parameter key="trim_lines" value="false"/>
<parameter key="use_quotes" value="true"/>
<parameter key="quotes_character" value="""/>
<parameter key="escape_character" value="\"/>
<parameter key="skip_comments" value="false"/>
<parameter key="comment_characters" value="#"/>
<parameter key="starting_row" value="1"/>
<parameter key="parse_numbers" value="true"/>
<parameter key="decimal_character" value="."/>
<parameter key="grouped_digits" value="false"/>
<parameter key="grouping_character" value=","/>
<parameter key="infinity_representation" value=""/>
<parameter key="date_format" value="yyyy-MM-dd"/>
<parameter key="first_row_as_names" value="true"/>
<list key="annotations"/>
<parameter key="time_zone" value="SYSTEM"/>
<parameter key="locale" value="English (United States)"/>
<parameter key="encoding" value="windows-1252"/>
<parameter key="read_all_values_as_polynominal" value="false"/>
<list key="data_set_meta_data_information">
<parameter key="0" value="id.true.integer.attribute"/>
<parameter key="1" value="name.true.polynominal.attribute"/>
<parameter key="2" value="host_id.true.integer.attribute"/>
<parameter key="3" value="host_name.true.polynominal.attribute"/>
<parameter key="4" value="neighbourhood_group.true.polynominal.attribute"/>
<parameter key="5" value="neighbourhood.true.polynominal.attribute"/>
<parameter key="6" value="latitude.true.real.attribute"/>
<parameter key="7" value="longitude.true.real.attribute"/>
<parameter key="8" value="room_type.true.polynominal.attribute"/>
<parameter key="9" value="price.true.integer.attribute"/>
<parameter key="10" value="minimum_nights.true.integer.attribute"/>
<parameter key="11" value="number_of_reviews.true.integer.attribute"/>
<parameter key="12" value="last_review.true.date.attribute"/>
<parameter key="13" value="reviews_per_month.true.real.attribute"/>
<parameter key="14" value="calculated_host_listings_count.true.integer.attribute"/>
<parameter key="15" value="availability_365.true.integer.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="store" compatibility="9.6.000" expanded="true" height="68" name="Store" width="90" x="246" y="34">
<parameter key="repository_entry" value="AirBnB Full"/>
</operator>
<operator activated="true" class="sample_stratified" compatibility="9.6.000" expanded="true" height="82" name="Sample (Stratified)" width="90" x="514" y="34">
<parameter key="sample" value="absolute"/>
<parameter key="sample_size" value="2000"/>
<parameter key="sample_ratio" value="0.1"/>
<parameter key="use_local_random_seed" value="true"/>
<parameter key="local_random_seed" value="2020"/>
</operator>
<connect from_op="Read CSV" from_port="output" to_op="Store" to_port="input"/>
<connect from_op="Store" from_port="through" to_op="Sample (Stratified)" to_port="example set input"/>
<connect from_op="Sample (Stratified)" 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>