Data
Trulia-Property-Listing-Dataset-2020

Trulia-Property-Listing-Dataset-2020

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Elif Ceren Gok
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  • Computer Systems Machine Learning
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Context This dataset was created by our in house Web Scraping and Data Mining teams at PromptCloud and DataStock. You can download the full dataset here. This sample contains 30K records. Content This dataset contains the following: Total Records Count: 78519 Domain Name: trulia.com Date Range :: 01st Jan 2020 - 31st Jan 2020 File Extension : csv Available Fields:: Uniq Id, Crawl Timestamp, Url, Title, Description, Price, Image Url, Style, Sqr Ft, Longitude, Latitude, Home Id, Lot Size, Beds, Bath, Year Built, Price Sqr Ft, Features, Last Sold Year, Last Sold For, Last Tax Assestment, Last Tax Year, Address, City, State, Zipcode, Property Type, Address Full, Facts, Days On Trulia, Listing Agent Name, Listing Agent Contact No, Agent Name 1, Agent Contact No 1, Agent Name 2, Agent Contact No 2, Agent Name 3, Agent Contact No 3, Agent Name 4, Agent Contact No 4, Agent Name 5, Agent Contact No 5, Brokername, Image 1, Image 2, Image 3, Image 4, Image 5, Image 6, Image 7, Image 8, Image 9, Image 10, Image 11, Image 12, Image 13, Image 14, Image 15, Image 16, Image 17, Image 18, Image 19, Image 20, Image 21, Image 22, Image 23, Image 24, Image 25 Acknowledgements We wouldn't be here without the help of our in house web scraping and data mining teams at PromptCloud and DataStock. Inspiration This dataset was created keeping in mind our data scientists and researchers across the world.

68 features

Uniq_Idstring5000 unique values
0 missing
Crawl_Timestampstring4551 unique values
0 missing
Urlstring5000 unique values
0 missing
Titlestring4998 unique values
0 missing
Descriptionstring4962 unique values
0 missing
Pricestring1782 unique values
0 missing
Image_Urlstring4737 unique values
253 missing
Stylestring108 unique values
288 missing
Sqr_Ftstring2220 unique values
283 missing
Longitudenumeric4901 unique values
0 missing
Latitudenumeric4908 unique values
0 missing
Home_Idnumeric4999 unique values
0 missing
Lot_Sizestring2053 unique values
762 missing
Bedsnumeric17 unique values
335 missing
Bathnumeric28 unique values
311 missing
Year_Builtnumeric144 unique values
500 missing
Price_Sqr_Ftstring769 unique values
476 missing
Featuresstring4999 unique values
0 missing
Last_Sold_Yearnumeric28 unique values
2583 missing
Last_Sold_Forstring1148 unique values
2583 missing
Last_Tax_Assestmentstring2807 unique values
1915 missing
Last_Tax_Yearnumeric10 unique values
1923 missing
Addressstring4998 unique values
0 missing
Citystring401 unique values
0 missing
Statestring34 unique values
0 missing
Zipcodenumeric1879 unique values
0 missing
Property_Typenumeric0 unique values
5000 missing
Address_Fullstring4998 unique values
0 missing
Factsstring3904 unique values
1072 missing
Days_On_Trulianumeric117 unique values
850 missing
Listing_Agent_Namenumeric0 unique values
5000 missing
Listing_Agent_Contact_Nonumeric0 unique values
5000 missing
Agent_Name_1numeric0 unique values
5000 missing
Agent_Contact_No_1numeric0 unique values
5000 missing
Agent_Name_2numeric0 unique values
5000 missing
Agent_Contact_No_2numeric0 unique values
5000 missing
Agent_Name_3numeric0 unique values
5000 missing
Agent_Contact_No_3numeric0 unique values
5000 missing
Agent_Name_4numeric0 unique values
5000 missing
Agent_Contact_No_4numeric0 unique values
5000 missing
Agent_Name_5numeric0 unique values
5000 missing
Agent_Contact_No_5numeric0 unique values
5000 missing
Brokernamenumeric0 unique values
5000 missing
Image_1string4737 unique values
253 missing
Image_2string4426 unique values
564 missing
Image_3string4284 unique values
707 missing
Image_4string4171 unique values
820 missing
Image_5string4057 unique values
935 missing
Image_6string3897 unique values
1095 missing
Image_7string3807 unique values
1185 missing
Image_8string3706 unique values
1286 missing
Image_9string3627 unique values
1366 missing
Image_10string3531 unique values
1462 missing
Image_11string3418 unique values
1577 missing
Image_12string3312 unique values
1684 missing
Image_13string3206 unique values
1790 missing
Image_14string3094 unique values
1902 missing
Image_15string2966 unique values
2031 missing
Image_16string2868 unique values
2129 missing
Image_17string2737 unique values
2260 missing
Image_18string2636 unique values
2361 missing
Image_19string2515 unique values
2482 missing
Image_20string2419 unique values
2578 missing
Image_21string2286 unique values
2711 missing
Image_22string2158 unique values
2838 missing
Image_23string2031 unique values
2966 missing
Image_24string1912 unique values
3085 missing
Image_25string1759 unique values
3238 missing

19 properties

5000
Number of instances (rows) of the dataset.
68
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
129439
Number of missing values in the dataset.
5000
Number of instances with at least one value missing.
24
Number of numeric attributes.
0
Number of nominal attributes.
0.01
Number of attributes divided by the number of instances.
35.29
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
100
Percentage of instances having missing values.
Average class difference between consecutive instances.
38.07
Percentage of missing values.

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