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Raw Queries and Responses

1. Shard Calculation

Query:
Response:
Calculated Shard: 169 (from laksa148)

2. Crawled Status Check

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Response:

3. Robots.txt Check

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Response:

4. Spam/Ban Check

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5. Seen Status Check

ℹ️ Skipped - page is already crawled

📍
LOCATION
Host 169 · Partition 68
laksa169
7607033694470393769
📄
INDEXABLE
CRAWLED
1 month ago
🤖
ROBOTS ALLOWED

Page Info Filters

FilterStatusConditionDetails
HTTP statusPASSdownload_http_code = 200HTTP 200
Age cutoffPASSdownload_stamp > now() - 6 MONTH1.2 months ago
History dropPASSisNull(history_drop_reason)No drop reason
Spam/banPASSfh_dont_index != 1 AND ml_spam_score = 0ml_spam_score=0
CanonicalPASSmeta_canonical IS NULL OR = '' OR = src_unparsedNot set

Page Details

PropertyValue
URLhttps://builtin.com/data-science/ols-regression
Last Crawled2026-04-27 04:05:55 (1 month ago)
First Indexed2023-02-14 19:21:42 (3 years ago)
HTTP Status Code200
Content
Meta TitleUnderstanding Ordinary Least Squares (OLS) Regression | Built In
Meta DescriptionOrdinary least squares (OLS) regression is an optimization technique applied to linear regression models to minimize the sum of squared differences between observed and predicted values. It obtains a straight line as close as possible to data points.
Meta Canonicalnull
Boilerpipe Text
heavy column, fetched on demand
Markdown
heavy column, fetched on demand
Readable Markdown
heavy column, fetched on demand
ML Classification
ML Categories
/Science
78.4%
/Science/Mathematics
60.0%
/Science/Mathematics/Statistics
57.8%
/Computers_and_Electronics
21.7%
/Computers_and_Electronics/Software
18.6%
/Computers_and_Electronics/Software/Educational_Software
14.6%
Raw JSON
{
    "/Science": 784,
    "/Science/Mathematics": 600,
    "/Science/Mathematics/Statistics": 578,
    "/Computers_and_Electronics": 217,
    "/Computers_and_Electronics/Software": 186,
    "/Computers_and_Electronics/Software/Educational_Software": 146
}
ML Page Types
/Article
99.8%
/Article/Tutorial_or_Guide
88.6%
Raw JSON
{
    "/Article": 998,
    "/Article/Tutorial_or_Guide": 886
}
ML Intent Types
Informational
99.9%
Raw JSON
{
    "Informational": 999
}
Content Metadata
Languageen
AuthorValentina Alto
Publish Timenot set
Original Publish Time2023-02-14 19:21:42 (3 years ago)
RepublishedNo
Word Count (Total)1,729
Word Count (Content)1,417
Links
External Links8
Internal Links66
Technical SEO
Meta NofollowNo
Meta NoarchiveNo
JS RenderedYes
Redirect Targetnull
Performance
Download Time (ms)339
TTFB (ms)338
Download Size (bytes)14,625
Location
Host ID169 (laksa169)
Partition ID68
Root Hash7607033694470393769
Unparsed URLcom,builtin!/data-science/ols-regression s443